From 1585745a2be3c0fcbace4f77b9964d7b94eb52df Mon Sep 17 00:00:00 2001 From: joshedmundson Date: Mon, 9 Feb 2026 14:57:25 +0100 Subject: [PATCH 01/11] merge: get DRT related changes --- pySIMsalabim/aux_funcs/DRT.py | 1144 +++++++++++++++++++++++++ pySIMsalabim/experiments/impedance.py | 41 +- pySIMsalabim/plots/plot_functions.py | 70 ++ 3 files changed, 1254 insertions(+), 1 deletion(-) create mode 100644 pySIMsalabim/aux_funcs/DRT.py diff --git a/pySIMsalabim/aux_funcs/DRT.py b/pySIMsalabim/aux_funcs/DRT.py new file mode 100644 index 0000000..fc441f6 --- /dev/null +++ b/pySIMsalabim/aux_funcs/DRT.py @@ -0,0 +1,1144 @@ +"""Find System Lifetimes using Distribution of Relaxation Times (DRT) Fitting in the Time Domain""" +######### Package Imports ######################################################################### + +import matplotlib.pyplot as plt +from matplotlib.axes import Axes +# from pySIMsalabim.utils import device_parameters as utils_dev +import argparse +import sys +import os +import traceback +import pickle +import pandas as pd +import numpy as np +import osqp +from scipy.sparse import csc_matrix +try: + import pySIMsalabim as sim +except ImportError: # add parent directory to sys.path if pySIMsalabim is not installed + sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) + import pySIMsalabim as sim +from pySIMsalabim.plots import plot_functions + + +DRT_VERSION = "0.8" + + +######### References ############################################################################## + +# [1] M. Schönleber, D. Klotz, and E. Ivers-Tiffée, ‘A Method for Improving the Robustness of linear +# Kramers-Kronig Validity Tests’, Electrochimica Acta, vol. 131, pp. 20–27, June 2014, +# doi: 10.1016/j.electacta.2014.01.034. + +# [2] B. Stellato, G. Banjac, P. Goulart, A. Bemporad, and S. Boyd, ‘OSQP: an operator splitting solver +# for quadratic programs’, Math. Prog. Comp., vol. 12, no. 4, pp. 637–672, Dec. 2020, +# doi: 10.1007/s12532-020-00179-2. + + +######### Class Definitions ####################################################################### + + +class DRT_Fit_Result: + """ A class that bundles together all results from fitting a predict_y_model curve to data + + Attributes + ---------- + U : numpy.ndarray, shape (m,) + Fitted coefficients [U_1, U_2, ..., U_m] + tau : numpy.ndarray, shape (m,) + Fitted lifetimes [tau_1, tau_2, ..., tau_m] + y_inf : float + y_inf of the steady state of the fitted signal from 0 + m : int + Number of lifetimes/coefficients used in predict_y_model, given by the length of U/tau + y_model : {None, numpy.ndarray} + Model given by + y_model = U_1*exp(-t/tau_1) + U_2*exp(-t/tau_2)... + U_m*exp(-t/tau_m) + y_inf + U_norm : {None, numpy.ndarray with shape (m,)} + Fitted coefficients normalised by np.sum(self.U) + MSE : float + Mean square error between the model (self.y) and the fitted signal + R_2 : float + R^2 error between the model (self.y) and the fitted signal + + + Methods + ------- + predict_y_model(t) + Calculates predict_y_model(t) using the object's attributes (self.U, self.tau, self.y_inf) + and sets self.predict_y_model equal to the result + set_U_norm() + Sets self.U_norm to U/np.sum(U) + """ + def __init__(self, time, tau, U, y_inf, y=None, MSE=None, R_2=None): + self.time = time + self.U = U + self.tau = tau + self.y_inf = y_inf + self.m = len(self.tau) + self.y_model = None + self.MSE = MSE + self.R_2 = R_2 + self.U_norm = None + + + def set_y_model(self, t): + """ Sets self.predict_y_model = predict_y_model(t) using the objects attributes + + Parameters + ---------- + t : float or list/numpy.ndarray, shape (n,) + Time values to calculate the predict_y_model curve + backend : {'numpy', 'torch'} (optional) + Determines whether matrix operations are done with numpy or pytorch. Default numpy. + device : torch.device (optional) + Determines what device is used for matrix ops if backend='torch'. + + Returns + ------- + None + """ + self.y_model = predict_y_model(t, self.U, self.tau, self.y_inf) + + + def set_U_norm(self): + """ + Set self.U_norm equal to self.U/np.sum(self.U) + """ + self.U_norm = self.U/np.sum(self.U) + + + def plot_U(self, normalised=False, tau_analytic=None, U_analytic=None, xaxis_label='$\\tau$ [s]', + yaxis_label='Auto', U_model_label='Model', U_label='Analytic', plot_title='DRT', return_ax=False): + """ + Plot the fitted DRT against an optional analytic DRT + + Parameters + ---------- + normalised : bool (optional) + Determines whether self.U (False) or self.U_norm (Ture) is plotted. Default (False) + tau_analytic : {None, numpy.ndarray shape (l,)} (optional) + Array of tau values use to generate the analytic curve, if known. This is mostly for + comparision if fitting to a known DRT for testing purposes. Default None. + U_analytic : {None, numpy.ndarray shape (l,)} (optional) + Array of U values used in the analytic curve, if known. This is mostly for + comparision if fitting to a known DRT for testing purposes. Default None. + xaxis_label : str (optional) + Label for the x axis of the output plot. '$\\tau$ [s]' by default. + yaxis_label : str (optional) + Label for the y axis of the output plot. 'U' by default. + U_model_label : str (optional) + Label for the curve U_model in the output plot legend. 'Model' by default. + U_label : str (optional) + Label for the U_analytic curve in the output plot legend. 'Analytic' by default. + plot_title : str (optional) + Title of the output plot. 'DRT' by default. + return_ax : bool (optional) + Determines whether the matplotlib.axes.Axes object is returned (True) or plotted (False). + Default False. + + Returns + ------- + ax : matplotlib.axes.Axes (optional) + Returned axes object if return_ax is True. + """ + + U = self.U_norm if normalised else self.U + + if yaxis_label == 'Auto': + if normalised: + yaxis_label = '$U_{\\text{norm}}$' + else: + yaxis_label = '$U$' + else: + yaxis_label = yaxis_label + + ax = plot_U(self.tau, U, tau_analytic=tau_analytic, U_analytic=U_analytic, xaxis_label=xaxis_label, + yaxis_label=yaxis_label, U_model_label=U_model_label, U_label=U_label, + plot_title=plot_title, return_ax=return_ax) + + if isinstance(ax, Axes): + return ax + + + def plot_cumulative_U(self, normalised=False, tau_analytic=None, U_analytic=None, xaxis_label='$\\tau$ [s]', + yaxis_label='Auto', U_model_label='Model', U_label='Analytic', + plot_title='Cumulative DRT', return_ax=False): + """ + Plot the cumulative sum of self.U or self.U_norm, optionally against a known analytical form. + + Parameters + ---------- + normalised : bool (optional) + Determines whether self.U (False) or self.U_norm (Ture) is plotted. Default (False) + tau_analytic : {None, numpy.ndarray shape (l,)} (optional) + Array of tau values use to generate the analytic curve, if known. This is mostly for + comparision if fitting to a known DRT for testing purposes. Default None. + U_analytic : {None, numpy.ndarray shape (l,)} (optional) + Array of U values used in the analytic curve, if known. This is mostly for + comparision if fitting to a known DRT for testing purposes. Default None. + xaxis_label : str (optional) + Label for the x axis of the output plot. '$\\tau$ [s]' by default. + yaxis_label : str (optional) + Label for the y axis of the output plot. 'Cumulative U' by default. + U_model_label : str (optional) + Label for the curve U_model in the output plot legend. 'Model' by default. + U_label : str (optional) + Label for the U_analytic curve in the output plot legend. 'Analytic' by default. + plot_title : str (optional) + Title of the output plot. 'Cumulative DRT' by default. + return_ax : bool (optional) + Determines whether the matplotlib.axes.Axes object is returned (True) or plotted (False). + Default False. + + Returns + ------- + ax : matplotlib.axes.Axes (optional) + Returned axes object if return_ax is True. + """ + + U = self.U_norm if normalised else self.U + + if yaxis_label == 'Auto': + if normalised: + yaxis_label = '$\\text{Cumulative} \\,\\, U_{\\text{norm}}$' + else: + yaxis_label = '$\\text{Cumulative} \\,\\, U$' + else: + yaxis_label = yaxis_label + + ax = plot_cumulative_U(self.tau, U, tau_analytic=tau_analytic, U_analytic=U_analytic, xaxis_label=xaxis_label, + yaxis_label=yaxis_label, U_model_label=U_model_label, U_label=U_label, + plot_title=plot_title, return_ax=return_ax) + + if isinstance(ax, Axes): + return ax + + + def plot_y_model(self, time, y_data=None, xaxis_label='Time [s]', yaxis_label='y(t)', + y_data_plot_label='Data', y_model_plot_label='Model', plot_title='DRT Fit', return_ax=False): + """ + Plot the fitted model agains the data + + Parameters + ---------- + time : numpy.ndarray, shape (n,) + The time values over which the simulated experiment took place + y_data : {None, numpy.ndarray shape (n,)} (optional) + The data the model was fitted to. Either y_model or y must not be None. y is None by default. + xaxis_label : str (optional) + Label for the x axis of the output plot. 'Time [s]' by default. + yaxis_label : str (optional) + Label for the y axis of the output plot. 'y(t)' by default. + y_data_plot_label : str (optional) + Label for the curve y in the output plot legend. 'Data' by default. + y_model_plot_label : str (optional) + Label for the y_model curve in the output plot legend. 'Model' by default. + plot_title : str (optional) + Title of the output plot. 'DRT Fit' by default. + return_ax : bool (optional) + Determines whether the matplotlib.axes.Axes object is returned (True) or plotted (False). + Default False. + + Returns + ------- + ax : matplotlib.axes.Axes (optional) + Returned axes object if return_ax is True. + """ + ax = plot_y(time, self.y_model, y_data, xaxis_label, yaxis_label, y_data_plot_label, + y_model_plot_label, plot_title, return_ax) + + if isinstance(ax, Axes): + return ax + + +class FitError(Exception): + """Custom fit error""" + pass + +######### Function Definitions #################################################################### + + +# Utility Functions ##################################### + + +def predict_y_model(time, U, tau, y_inf=0): + """Calculate the function + predict_y_model(t) = U_1*exp(-t/tau_1) + U_2*exp(-t/tau_2) + ... + U_m*exp(-t/tau_m) + y_inf + + Parameters + ---------- + time : numpy.ndarray, shape (n,) + The time values over which the simulated impedance-adjacent experiment takes place + U : numpy.ndarray with shape (m,) + Coefficients for the exponential decay functions such that U[i] is the coefficient of + exp(-t/tau[i]) + tau : numpy.ndarray with shape (m,) + The relaxation times used in the model as above. + y_inf : float (optional) + The amplitude of the steady state signal in y_data i.e. y(infinity) + + Returns + ------- + y_model : numpy.ndarray with shape (n,) + predict y_model at all time values in t + """ + # Calculate predict_y_model(t) for all values in t + y_model = (U @ np.exp(-np.outer(1/tau, time))) + y_inf + + return y_model + + +def calculate_tau(time): + """ + Generate a range of tau values for DRT fitting based off an observation window + over time values 'time' + + Parameters + ---------- + time : arraylike, shape (n,) + Time values data is observed over + + Returns + ------- + tau_values : arraylike, shape (m,) + """ + # Find the smallest time interval in the array + d_time = [time[i+1] - time[i] for i in range(len(time)-1)] + d_time_min = np.min(d_time) + d_T = time[-1]-time[0] + + # Set max and min tau + tau_min = d_time_min/np.pi + tau_max = d_T/(2*np.pi) + + # If the number of points in the time array is less than 150, + # set m = n, else set M = 150 + m = len(time) if len(time) < 150 else 150 + + tau_values = np.geomspace(tau_min, tau_max, m) + + return tau_values + + +def R_2_error(y_data, y_model): + """ + Calculates the R^2 error between data (y) and model (y_model) + + Parameters + ---------- + y_data : arraylike (n,) + Data used in fit + y_model : arraylike (n,) + Model predicted values + + Returns + ------- + R^2 : float + """ + SSres = np.mean((y_data - y_model)**2) + SStot = np.mean((y_data - np.mean(y_data))**2) + return 1 - SSres/SStot + + +def mean_square_error(y_data, y_model): + """ + Calculates the mean square error (MSE) between data (y) and model (y_model) + + Parameters + ---------- + y_data : arraylike (n,) + Data used in fit + y_model : arraylike (n,) + Model predicted values + + Returns + ------- + MSE : float + """ + return np.mean((y_data-y_model)**2) + + +# Fitting Functions ##################################### + + +def linear_fit(time, y_data, tau='Auto', y_inf='Auto', bounds=None, scaling=True): + """ + Performs a linear fit of + y_model = U_1*exp(-t/tau_1) + U_2*exp(-t/tau_2)... + U_m*exp(-t/tau_m) + y_inf + to the data (y_data) + + Converts the linear fit problem to a convex quadratic program and minimises using + the Operator Splitting Quadratic Program (OSQP) package solver [2]. Using a QP solver + was inspired by ADD REFERENCE + + Parameters + ---------- + time : numpy.ndarray, shape (n,) + Time values over which the simulated experiment took place + y_data : numpy.ndarray, shape (n,) + Data for model fitting + tau: {'Auto', (tau_min, tau_max, m), array_like of shape (m,)} (optional) + The tau values used in the model + y_model = U_1*exp(-t/tau_1) + U_2*exp(-t/tau_2)... + U_m*exp(-t/tau_m) + y_inf + 'Auto' will use the 'calculate_tau' method to determine lifetimes for fitting. + Passing a tuple in the form (tau_min, tau_max, m) will generate a logarithmic array of m values between + tau_min and tau_max. + Any passed array_like that isn't a tuple of length 3 will be used for all tau values. + Default 'Auto'. + y_inf : REMOVE THIS + bounds : {None, (lower, upper)} (optional) + Sets the bounds for the fitted coeffs. U. Use np.inf for unbounded limit. Default None. + scaling : bool (optional) + Determines whether minmax scaling is applied to the data before fitting + (the data is scaled back post fit). Would recomend leaving at default value. + Default True. + + Results + ------- + fit : DRT_Fit_Result + Fit object containing fit data. + """ + # Record y_inf from y=0 + y_inf = y_data[-1] if y_inf == 'Auto' else y_inf + + # Determine tau + if isinstance(tau, str): # Check if tau is set to 'Auto' by verifying it's a string + tau = calculate_tau(time) + elif isinstance(tau, tuple) and len(tau) == 3: + tau = np.geomspace(tau[0], tau[1], tau[3]) + else: + tau = tau + + # Step 0: Scale the signal and remove scaled y_inf + scale_factor = 1 + if scaling: + y_data_max = y_data.max() + y_data_min = y_data.min() + scale_factor = y_data_max-y_data_min + y_data = (y_data - y_data_min)/scale_factor + y_data = y_data - y_data[-1] + + # Step 1: Convert the DRT function form into the form Y = R@U + m = len(tau) + R = np.exp(-np.outer(1/tau, time)).T + + # Step 2: Convert the least squares problem into a quadratic program + P = 2*R.T@R + P = csc_matrix((1/2)*(P.T + P)) + q = -2*R.T@y_data + + # Step 3: Set the constraints matrices + A = csc_matrix(np.identity(m)) + ones = np.ones((m, 1)) + l = bounds[0]*ones if bounds is not None else -np.inf*ones + u = bounds[1]*ones if bounds is not None else np.inf*ones + + # Step 4: Solve + osqp_model = osqp.OSQP() + osqp_model.setup(P, q, A, l, u, verbose=False) + osqp_result = osqp_model.solve() + + # Step 5: Rescale results + U = scale_factor*osqp_result.x + y_model = R@U + y_inf + y_data = y_data*scale_factor + y_inf + + # Step 6: Calculate errors + MSE = mean_square_error(y_data, y_model) + R_2 = R_2_error(y_data, y_model) + + # Step 7: Package results in DRT_Fit_result + fit = DRT_Fit_Result(time, tau, U, y_inf, MSE=MSE, R_2=R_2) + fit.y_model = y_model + fit.set_U_norm() + + return fit + + +def checkerboard_fit(time, y_data, tau='Auto', y_inf='Auto', checkerboard_iters=50, fit_scaling=True): + """ + Performs a 'checkerboard' DRT fit by iteratively fitting capacitive and inductive effects in supplied data (y) + + time : numpy.ndarray, shape (n,) + Time values over which the simulated experiment took place + y_data : numpy.ndarray, shape (n,) + Data for model fitting + tau: {'Auto', tuple(tau_min, tau_max, m), array_like of shape (m,)} (optional) + The tau values used in the model + y_model = U_1*exp(-t/tau_1) + U_2*exp(-t/tau_2)... + U_m*exp(-t/tau_m) + y_inf + 'Auto' will use the 'calculate_tau' method to determine lifetimes for fitting. + Passing a tuple in the form (tau_min, tau_max, m) will generate a logarithmic array of m values between + tau_min and tau_max. + Any passed array_like that isn't a tuple of length 3 will be used for all tau values. + Default 'Auto'. + y_inf: {'Auto', float} (optional) + Amplitude of steady state signal, assumed to be at y(infinity) when set to 'Auto'. (Default 'Auto') + checkerboard_iters : int (optional) + The number of iterations to perform using the checkerboard fitting method + fit_scaling : bool + Determines whether minmax scaling is used during each call of the 'linear_fit' method. + Can impact the smoothness of the MSE and R^2 over many iterations. Default True. + + Returns + ------- + fits : arraylike(DRT_Fit_Results), shape (checkerboard_iters,) + An array of fit objects corresponding to each iteration of the checkerboard procedure. + """ + + # Determine tau + if isinstance(tau, str): + tau = calculate_tau(time) + elif isinstance(tau, tuple) and len(tau) == 3: + tau = np.geomspace(tau[0], tau[1], tau[3]) + else: + tau = tau + + # Validate input data + if len(time) != len(y_data): + raise FitError("Invalid input: input time and input data (y_data) have mismatch lengths") + + if (isinstance(tau, str) and tau != 'Auto') or (isinstance(tau, tuple) and len(tau) != 3): + raise FitError("Invalid input: 'tau' must be either 'Auto', a tuple of length 3, or an array-like of length n") + + if y_inf != 'Auto' and not isinstance(tau, float): + raise FitError("Invalid input: 'y_inf' must be either 'Auto' or a float") + + # Step 1: Prep the signal for fitting by removing y_inf and scaling + y_inf = y_data[-1] if y_inf == 'Auto' else y_inf + y_data_max = y_data.max() + y_data_min = y_data.min() + scale_factor = y_data_max-y_data_min + y_data_scaled = (y_data - y_data_min)/scale_factor + y_data_scaled = y_data_scaled - y_data_scaled[-1] + + # Step 2: Set initial values + U_values = np.zeros(len(tau)) + + y_model_cap = y_data_scaled + + cap_U_values = np.zeros(len(tau)) + ind_U_values = np.zeros(len(tau)) + + cap_y_inf = 0 + ind_y_inf = 0 + + fits = [] + + # NOTE: we probably want to set the y_inf and scale factor guesses ourselves + for i in range(checkerboard_iters): + + # Set scale params for capacitive effects and fit + cap_fit = linear_fit(time, y_model_cap, tau=tau, y_inf=cap_y_inf, scaling=fit_scaling, bounds=(0, np.inf)) + + # Add the fit to U_values + cap_U_values = cap_fit.U + + # Remove the capacitive effects from y + y_model_ind = y_data_scaled - cap_fit.y_model + ind_y_inf = y_model_ind[-1] + + # Set the inductive scale params and fit by doing a capacitive fit on an inverted function + ind_fit = linear_fit(time, -y_model_ind, tau=tau, y_inf=ind_y_inf, scaling=fit_scaling, bounds=(0, np.inf)) + + # Add the fit to U_values + ind_U_values = -ind_fit.U + + # Remove the inductive effects from the curve for the next iteration + y_model_cap = y_data_scaled + ind_fit.y_model + cap_y_inf = y_model_cap[-1] + + # Once the fit is done, return a fit object with the results and a dummy cost of 0 + U_values = cap_U_values + ind_U_values + + # Rescale and package results + U_values = scale_factor*U_values + y_model = predict_y_model(time, U_values, tau, y_inf=y_inf) + MSE = mean_square_error(y_data, y_model) + R_2 = R_2_error(y_data, y_model) + + fit = DRT_Fit_Result(time, tau, U_values, y_inf, MSE=MSE, R_2=R_2) + fit.y_model = y_model + fit.set_U_norm() + fits.append(fit) + + return fits + + +######### Plotting Functions ####################################################################### + + +def plot_y(time, y_model=None, y_data=None, xaxis_label='Time [s]', yaxis_label='y(t)', + y_data_plot_label='Data', y_model_plot_label='Model', plot_title='DRT Fit', return_ax=False): + """ + Plot the fitted model agains the data + + Parameters + ---------- + time : numpy.ndarray, shape (n,) + The time values over which the simulated experiment took place + y_model : {None, numpy.ndarray shape (n,)} (optional) + The model predicted curve. Either y_model or y must not be None. y_model is None by default. + y_data : {None, numpy.ndarray shape (n,)} (optional) + The data the model was fitted to. Either y_model or y must not be None. y is None by default. + xaxis_label : str (optional) + Label for the x axis of the output plot. 'Time [s]' by default. + yaxis_label : str (optional) + Label for the y axis of the output plot. 'y(t)' by default. + y_plot_label : str (optional) + Label for the curve y in the output plot legend. 'Data' by default. + y_model_plot_label : str (optional) + Label for the y_model curve in the output plot legend. 'Model' by default. + plot_title : str (optional) + Title of the output plot. 'DRT Fit' by default. + return_ax : bool (optional) + Determines whether the matplotlib.axes.Axes object is returned (True) or plotted (False). + Default False. + + Returns + ------- + ax : matplotlib.axes.Axes (optional) + Returned axes object if return_ax is True. + """ + ax = plot_functions.plot_2x_2y( + time, y_model, xaxis_label, yaxis_label, plot_title, + y1_plot_label=y_model_plot_label, y2=y_data, + y2_plot_label=y_data_plot_label,xscale="log", + order=("y2","y1"), legend=True + ) + + if return_ax: + return ax + else: + plt.show() + + +def plot_U(tau_model, U_model, tau_analytic=None, U_analytic=None, xaxis_label='$\\tau$ [s]', + yaxis_label='U', U_model_label='Model', U_label='Analytic', plot_title='DRT', return_ax=False): + """ + Plot the fitted DRT against an optional analytic DRT + + Parameters + ---------- + tau_model : numpy.ndarray, shape (m,) + The tau values used in the model + U_model : numpy.ndarray shape (m,) + The coeffs from the DRT fit, given by U in + y_model = U_1*exp(-t/tau_1) + U_2*exp(-t/tau_2)... + U_m*exp(-t/tau_m) + y_inf + tau_analytic : {None, numpy.ndarray shape (l,)} (optional) + Array of tau values use to generate the analytic curve, if known. This is mostly for + comparision if fitting to a known DRT for testing purposes. Default None. + U_analytic : {None, numpy.ndarray shape (l,)} (optional) + Array of U values used in the analytic curve, if known. This is mostly for + comparision if fitting to a known DRT for testing purposes. Default None. + xaxis_label : str (optional) + Label for the x axis of the output plot. '$\\tau$ [s]' by default. + yaxis_label : str (optional) + Label for the y axis of the output plot. 'U' by default. + U_model_label : str (optional) + Label for the curve U_model in the output plot legend. 'Model' by default. + U_label : str (optional) + Label for the U_analytic curve in the output plot legend. 'Analytic' by default. + plot_title : str (optional) + Title of the output plot. 'DRT' by default. + return_ax : bool (optional) + Determines whether the matplotlib.axes.Axes object is returned (True) or plotted (False). + Default False. + + Returns + ------- + ax : matplotlib.axes.Axes (optional) + Returned axes object if return_ax is True. + """ + ax = plot_functions.plot_2x_2y( + tau_model, U_model, xaxis_label, yaxis_label, plot_title, y1_plot_label=U_model_label, + x2=tau_analytic, y2=U_analytic, y2_plot_label=U_label, xscale='log', order=("y2", "y1"), legend=True + ) + + # Return axis if called for, otherwise show the figure + if return_ax: + return ax + else: + plt.show() + + +def plot_cumulative_U(tau_model, U_model, tau_analytic=None, U_analytic=None, xaxis_label='$\\tau$ [s]', + yaxis_label='Cumulative U', U_model_label='Model', U_label='Analytic', + plot_title='Cumulative DRT', return_ax=False): + """ + Plot the fitted DRT against an optional analytic DRT + + Parameters + ---------- + tau_model : numpy.ndarray, shape (m,) + The tau values used in the model + U_model : numpy.ndarray shape (m,) + The coeffs from the DRT fit, given by U in + y_model = U_1*exp(-t/tau_1) + U_2*exp(-t/tau_2)... + U_m*exp(-t/tau_m) + y_inf + tau_analytic : {None, numpy.ndarray shape (l,)} (optional) + Array of tau values use to generate the analytic curve, if known. This is mostly for + comparision if fitting to a known DRT for testing purposes. Default None. + U_analytic : {None, numpy.ndarray shape (l,)} (optional) + Array of U values used in the analytic curve, if known. This is mostly for + comparision if fitting to a known DRT for testing purposes. Default None. + xaxis_label : str (optional) + Label for the x axis of the output plot. '$\\tau$ [s]' by default. + yaxis_label : str (optional) + Label for the y axis of the output plot. 'Cumulative U' by default. + U_model_label : str (optional) + Label for the curve U_model in the output plot legend. 'Model' by default. + U_label : str (optional) + Label for the U_analytic curve in the output plot legend. 'Analytic' by default. + plot_title : str (optional) + Title of the output plot. 'Cumulative DRT' by default. + return_ax : bool (optional) + Determines whether the matplotlib.axes.Axes object is returned (True) or plotted (False). + Default False. + + Returns + ------- + ax : matplotlib.axes.Axes (optional) + Returned axes object if return_ax is True. + """ + + # Calculate the cumulative U values + cumulative_U_model = [np.sum(U_model[:i]) for i in range(len(U_model))] + if tau_analytic is not None and U_analytic is not None: + cumulative_U_analytic = [np.sum(U_analytic[:i]) for i in range(len(U_analytic))] + else: + cumulative_U_analytic = None + + ax = plot_functions.plot_2x_2y( + tau_model, cumulative_U_model, xaxis_label, yaxis_label, plot_title, U_model_label, + x2=tau_analytic, y2=cumulative_U_analytic, y2_plot_label=U_label, xscale='log', + order=("y2", "y1"), legend=True + ) + + # Return axis if called for, otherwise show the figure + if return_ax: + return ax + else: + plt.show() + + +def plot_MSE(error_array, xaxis_label='Iteration', yaxis_label='MSE', plot_title='MSE per Fit Iteration', + return_ax=False): + """ + Plots the mean square error. Useful for checking how the MSE varies with iteration + during checkerboard fit. + + Parameters + ---------- + error_array : {array_like(DRT_Fit_Result) of shape (i,), arraylike(float)} + An iterable conatining EITHER DRT_Fit_Result objects from which the MSE values are taken + OR float values which are considered to be the MSE values + xaxis_label : str (optional) + Label for the x axis of the output plot. 'Iteration' by default. + yaxis_label : str (optional) + Label for the y axis of the ouput plot. 'MSE' by default. + plot_title : str (optional) + Title for the output plot. 'MSE per Fit Iteration' by default. + return_ax : bool (optional) + Determines whether the matplotlib.axes.Axes object is returned (True) or plotted (False). + Default False. + + Returns + ------- + ax : matplotlib.axes.Axes (optional) + Returned axes object if return_ax is True. + """ + + if isinstance(error_array[0], DRT_Fit_Result): + MSE_values = [fit.MSE for fit in error_array] + else: + MSE_values = error_array + + ax = plot_functions.plot_2x_2y( + range(1, len(MSE_values)+1), MSE_values, xaxis_label, yaxis_label, plot_title + ) + + if return_ax: + return ax + else: + plt.show() + + +def plot_R_2(error_array, ylim=(0, 1.1), xaxis_label='Iteration', yaxis_label='$R^2$', plot_title='$R^2$ per fit Iteration', + return_ax=False): + """ + Plots the R^2 error. Useful for checking how R^2 varies with iteration + during checkerboard fit. + + Parameters + ---------- + fit_array : array_like(DRT_Fit_Result), shape (i,) + An iterable conatining DRT_Fit_Result objects from which the R^2 values are taken + ylim : tuple, (2,) (optional) + Set the ylimits of the plot. ylim[0] gives the lower bound, y[1] the upper. Default (0, 1.1) + xaxis_label : str (optional) + Label for the x axis of the output plot. 'Iteration' by default. + yaxis_label : str (optional) + Label for the y axis of the ouput plot. '$R^2$' by default. + plot_title : str (optional) + Title for the output plot. '$R^2$ per fit Iteration'. + return_ax : bool (optional) + Determines whether the matplotlib.axes.Axes object is returned (True) or plotted (False). + Default False. + + Returns + ------- + ax : matplotlib.axes.Axes (optional) + Returned axes object if return_ax is True. + """ + + if isinstance(error_array[0], DRT_Fit_Result): + R_2_values = [fit.R_2 for fit in error_array] + else: + R_2_values = error_array + + ax = plot_functions.plot_2x_2y( + range(1, len(R_2_values)+1), R_2_values, xaxis_label, yaxis_label, plot_title, ylim=ylim + ) + if return_ax: + return ax + else: + plt.show() + + +######### Data Saving and Reading #################################################################### + + +def save_models_to_txt(path, fits, float_format='%.5e'): + """ + Save the tau and U values from a collection of DRT_Fit_Result objects to a txt file. + + Parameters + ---------- + path : str + File path of save file + fits : arraylike(DRT_Fit_Result) + Array like object of fit results + float_format: str (optional) + Controls how float values are save to file + + Returns + ------- + None + """ + tau = fits[0].tau # All iterations in a checkerboard fit will have the same tau + y_inf = fits[0].y_inf # All iterations in a checkerboard fit will have the same y_inf + DRT_data = {'tau' : tau} + for i in range(len(fits)): + DRT_data[f'U_iter_{i+1}'] = fits[i].U + DRT_data = pd.DataFrame(DRT_data) + pd.DataFrame(DRT_data).to_csv(path, sep=' ', float_format=float_format, index=False, ) + + +def save_model_predictions_to_txt(path, fits, float_format='%.5e'): + """ + Save the y_model values from a collection of DRT_Fit_Result objects to a txt file. + + Parameters + ---------- + path : str + File path of save file + fits : arraylike(DRT_Fit_Result) + Array like object of fit results + time : numpy.ndarray + Time values over which each fit was made + float_format: str (optional) + Controls how float values are save to file + + Returns + ------- + None + """ + model_predictions = {'t' : fits[0].time} ###FIX THIS + for i in range(len(fits)): + model_predictions[f'y_model_iter_{i+1}'] = fits[i].y_model + model_predictions = pd.DataFrame(model_predictions) + model_predictions.to_csv(path, sep=' ', float_format=float_format, index=False) + + +def save_model_errors_to_txt(path, fits, float_format='%.5e'): + """ + Save the MSE and R_2 values from a collection of DRT_Fit_Result objects to a txt file. + + Parameters + ---------- + path : str + File path of save file + fits : arraylike(DRT_Fit_Result) + Array like object of fit results + float_format: str (optional) + Controls how float values are save to file + + Returns + ------- + None + """ + MSE = [fit.MSE for fit in fits] + R_2 = [fit.R_2 for fit in fits] + model_errors = pd.DataFrame({'MSE' : MSE, "R_2" : R_2}) + model_errors.to_csv(path, sep=' ', float_format=float_format, index=False) + + +def save_to_txt(directory_path, fits, float_format='%.5e'): + """ + Save tau, U, y, MSE, and R_2 values from a collection of fit objects to text files. + + Parameters + ---------- + directory_path : str + All save files are saved to this directory + fits : arraylike(DRT_Fit_Result) + Array like object of fit results + time : numpy.ndarray + Time values over which each fit was made + float_format: str (optional) + Controls how float values are save to file + + Returns + ------- + None + """ + # Check the directory exists and make it if not + try: + os.makedirs(directory_path) + except FileExistsError: + pass + + # Define file names + models_filename = os.path.join(directory_path, "DRTModels.txt") + model_predictions_filename = os.path.join(directory_path, "modelOutputs.txt") + output_errors_filename = os.path.join(directory_path, "outputErrors.txt") + + # Save data + save_models_to_txt(models_filename, fits, float_format=float_format) + save_model_predictions_to_txt(model_predictions_filename, fits, float_format=float_format) + save_model_errors_to_txt(output_errors_filename, fits, float_format=float_format) + + +def read_from_txt(path): + """ + Reads data stored in a space seperated text file + + Parameters + ---------- + path : str + Path of file + + Returns + ------- + None + """ + return pd.read_csv(path, sep=r"\s+") + + +def save_to_pickle(path, fits): + """ + Saves an array of DRT_Fit_Results to a .pkl file + + Parameters + ---------- + path : str + Path of file + fits : arraylike(DRT_Fit_Result) + Array like object of fit results + + Returns + ------- + None + """ + with open(path, 'wb') as file: + pickle.dump(fits, file) + + +def read_from_pickle(path): + """ + Loads an array of DRT_Fit_Results from a .pkl file + + Parameters + ---------- + path : str + Path of file + + Returns + ------- + fits : arraylike(DRT_Fit_Result) + Array of DRT_Fit_Result objects read from the .pkl save file + """ + with open(path, 'rb') as file: + fits = pickle.load(file) + return fits + + +######### Scripting Functionality #################################################################### + +def parse_arguments(argv=None): + """ Parses command line arguments into an ArgumentParser object + + Parameters + ---------- + argv : {[str] or Dict[str, str]} (optional) + List or dictrionary of strings containing command line args and flags. If list, must be in the + format [dataFile_path, '-flag1', argument1, '-flag2', argument2, ...]. If dict, + must be in the format {'dataFile' : dataFile_path, 'flag1' : argument1, ...} + If none, parses sys.argv[1:] instead. + + Returns + ------- + args : argparse.ArgumentParser + + Example + ------- + # Parses sys.argv[1:] + args1 = parse_arguments() + + # Parses a list + args2 = parse_arguments(['dataFile.txt', '-timeCol', 'time', '-iters', '20']) + + # Parses a dictionary + args3 = parse_arguments(['dataFile' : 'dataFile.txt', 'timeCol' : 'time', 'iters' : '20']) + """ + # Parse command line arguments + parser = argparse.ArgumentParser() + parser.add_argument("dataFile", + help="path to data file containing time and function values for fit") + parser.add_argument("-DRTDirectory", default='DRT_Saves', + help="path to directory for DRT save files (default: DRT_Saves)") + parser.add_argument("-timeCol", default= 't', + help="heading of the time column in dataFile (default: 't')") + parser.add_argument("-funcCol", default = 'Jext', + help="heading of the function column in dataFile (default: 'Jext')") + parser.add_argument("-iters", type=int, default=50, + help="number of iterations in checkerboard fit (default: 50)") + parser.add_argument("-saveFormat", default="txt", choices=["txt", "pkl"], + help="saved data file format (default: txt)") + parser.add_argument("-UUID", default="", + help="Identifier tag added to save directory name i.e. DRTDirectory -> DRTDirectory_UUID ") + + # Add mutually exclusive group for slicing passed data + slice_group = parser.add_mutually_exclusive_group() + slice_group.add_argument("-startIndex", type=int, help="Slices data from given index") + slice_group.add_argument("-startTime", type=float, help="Slices data from given time") + + # IF argv is a dictionary, parse it into a list + if isinstance(argv, dict): + commands_and_args = [] + commands_and_args.append(argv['dataFile']) + argv.pop('dataFile') + + for key, value in argv.items(): + key = "-" + key + commands_and_args.append(key) + commands_and_args.append(value) + + argv = commands_and_args + + if isinstance(argv, list): + args = parser.parse_args(args=argv) + elif argv is None: + args = parser.parse_args(args=argv) + else: + raise ValueError("argv must be of type None, list[str], or Dict[str, str]") + + return args + +def main(argv=None): + """ Script entry point for running a checkerboard fit. + + Parameters + ---------- + argv : [str] (optional) + List of strings containing command line args and flags. Default None + + Returns + ------- + EXIT_CODE : int + 0 on a success + 1 on a failure + 2 on a failure due to a usage error + """ + # Define exit codes + EXIT_SUCCESS = 0 + EXIT_FAILURE = 1 + EXIT_USAGE_ERROR = 2 + + # Parse command line arguments + args = parse_arguments(argv) + + # Read data + try: + dataFile = pd.read_csv(args.dataFile, sep=r"\s+") + except FileNotFoundError: + print(f"Error: dataFile not found. Check file path.") + return EXIT_USAGE_ERROR + + try: + time = np.array(dataFile[args.timeCol]) + except KeyError: + print(f"Error: column '{args.timeCol}' not found in '{args.dataFile}'") + return EXIT_USAGE_ERROR + + try: + y_data = np.array(dataFile[args.funcCol]) + except KeyError: + print(f"Error: column '{args.funcCol}' not found in '{args.dataFile}'") + return EXIT_USAGE_ERROR + + # Set data slice if start index or start time is passed + try: + if args.startIndex is not None: + time = time[args.startIndex:] + y_data = y_data[args.startIndex:] + + if args.startTime is not None: + filter = np.where(time >= args.startTime) + time = time[filter] + y_data = y_data[filter] + + # Check to make sure the slice hasn't removed all values from the array + if len(time) == 0: + raise ValueError + + except ValueError as e: + print(f"Error: no read data. Check dataFile is not empty, and make sure -startIndex/-startTime is in the data range if used") + return EXIT_USAGE_ERROR + + # Update the passed directory name with the UUID if it exists + DRT_directory = args.DRTDirectory + "_" + args.UUID if args.UUID != "" else args.DRTDirectory + + # Check whether DRTDirectory exists and, if not, create it + try: + os.makedirs(DRT_directory) + + except FileExistsError: + pass + + except PermissionError: + print(f"Error: DRT.py lacks the neccessary permissions to create {DRT_directory}. Try manually creating {args.DRTDirectory} instead.") + return EXIT_USAGE_ERROR + + except Exception as error: + print(f"Unexpected File Saving Error: {error}") + return EXIT_FAILURE + + # Run checkerboard fit + try: + fits = checkerboard_fit(time, y_data, tau='Auto', y_inf='Auto', checkerboard_iters=args.iters) + # Save DRT data to file + if args.saveFormat == "txt": + save_to_txt(DRT_directory, fits) + elif args.saveFormat == "pkl": + save_to_pickle(DRT_directory + "/models.pkl", fits) + return EXIT_SUCCESS + + except Exception as error: + print(f"Unexpected error: {error}") + print(traceback.print_exc()) + return EXIT_FAILURE + + +if __name__ == '__main__': + sys.exit(main()) \ No newline at end of file diff --git a/pySIMsalabim/experiments/impedance.py b/pySIMsalabim/experiments/impedance.py index 6efe495..eddab55 100644 --- a/pySIMsalabim/experiments/impedance.py +++ b/pySIMsalabim/experiments/impedance.py @@ -20,6 +20,7 @@ from pySIMsalabim.plots import plot_functions as utils_plot from pySIMsalabim.utils.utils import * from pySIMsalabim.utils.device_parameters import * +import pySIMsalabim.aux_funcs.DRT as drt ######### Functions ################################################################################# @@ -936,9 +937,40 @@ def run_impedance_simu(zimt_device_parameters, session_path, f_min, f_max, f_ste globals().update(result) # Dynamically update global variables cmd_pars_dict.pop(key) + # Define the default DRT filepath + tj_file_name_base, tj_file_name_ext = os.path.splitext(tJFile) + dum_str = "" if UUID == "" else f"_{UUID}" + tj_name = tj_file_name_base + dum_str + tj_file_name_ext + defaultDataFile = session_path + "/" + tj_name + + DRT_commands_args = { + 'dataFile' : defaultDataFile, + 'DRTDirectory' : session_path + "/" + 'DRT_Saves', + 'timeCol' : 't', + 'funcCol' : 'Jext', + 'iters' : '50', + 'saveFormat' : 'txt' + } + + # Check if findDRT is true + findDRT = False + if 'findDRT' in cmd_pars_dict.keys(): + findDRT = bool(cmd_pars_dict['findDRT']) + cmd_pars_dict.pop('findDRT') + + # If findDRT is true, update the default values in the default arguments list + if findDRT: + for key in list(cmd_pars_dict.keys()): + if key in DRT_commands_args: + DRT_commands_args[key] = cmd_pars_dict[key] + # Remove from cmd_pars_dict + cmd_pars_dict.pop(key) + + # Set UUID in DRT_commands_and_args + DRT_commands_args['UUID'] = UUID + # Handle remaining keys in `cmd_pars_dict` and add them to the cmd_pars list cmd_pars.extend({'par': key, 'val': value} for key, value in cmd_pars_dict.items()) - ## Run impedance spectroscopy result, message = run_impedance_simu(zimt_device_parameters, session_path, f_min, f_max, f_steps, V_0, G_frac, del_V, run_mode=run_mode, tVG_name=tVGFile, output_file=output_name, tj_name=tJFile, varFile=varFile, ini_timeFactor=ini_timeFactor, timeFactor=timeFactor, cmd_pars=cmd_pars, UUID=UUID) @@ -946,7 +978,14 @@ def run_impedance_simu(zimt_device_parameters, session_path, f_min, f_max, f_ste # Make the impedance plots calc_Voc_output_string = 'Computing the value of Voc led to the following error:' if result == 0 or (result == 95 and calc_Voc_output_string not in message): + # Format the output filename to account for the passed UUID + output_name_base, output_file_ext = os.path.splitext(output_name) + output_name = output_name_base + dum_str + output_file_ext plot_impedance(session_path, os.path.basename(output_name)) + # Call the DRT main script function + if findDRT: + DRT_result = drt.main(argv=DRT_commands_args) + sys.exit(DRT_result) else: print(message) sys.exit(1) diff --git a/pySIMsalabim/plots/plot_functions.py b/pySIMsalabim/plots/plot_functions.py index de34184..28aff24 100644 --- a/pySIMsalabim/plots/plot_functions.py +++ b/pySIMsalabim/plots/plot_functions.py @@ -75,6 +75,76 @@ def plot_result(data, pars, selected, x_key, xlabel, ylabel, xscale, yscale, tit ax.set_title(title) return ax +def plot_2x_2y(x1, y1, xaxis_label, yaxis_label, title, y1_plot_label="", y1_color=None, x2=None, y2=None, y2_plot_label="", y2_color=None, xscale="linear", yscale="linear", xlim=None, ylim=None, order=("y1", "y2"),legend=False): + """ + Plots up to two curves on a standard plot and returns the axis + + Parameters + ---------- + x1 : list + x data for the first curve + y1 : list + y(x) for the first curve + xaxis_label : string + Label for the x-axis. Format: parameter [unit] + yaxis_label : string + Label for the y-axis. Format: parameter [unit] + title : string + Title of the plot + y1_plot_label : string (optional) + Legend label for the curve y1. Default "" + y1_color : string (optional) + Color of the y1 line on the plot + x2 : list (optional) + x data for the second curve + y2 : list (optional) + y(x) for the second curve + y2_plot_label : string (optional) + Legend label for the curve y2. Default "" + y2_color : string (optional) + Color of the y2 line on the plot + xscale : string (optional) + Scale of the x-axis. E.g linear or log. Default 'linear' + yscale : string (optional) + Scale of the y-axis. E.g linear or log. Default 'linear' + xlim : tuple, shape (2,) (optional) + Sets the limits of the x axis as (lb, ub) + ylim : tuple, shape (2,) (optional) + Sets the limits of the y axis as (lb, ub) + legend : bool, optional + Toggle between showing the legend in the plot, by default False + + Returns + ------- + ax : matplotlib.axes.Axes + """ + fig, ax = plt.subplots() + + if x2 is None and y2 is not None: + x2 = x1 + + # Switch round plotting order if specified + if order == ("y1", "y2"): + ax.plot(x1, y1, label=y1_plot_label, color=y1_color) + if y2 is not None: + ax.plot(x2, y2, label=y2_plot_label, color=y2_color) + elif order == ("y2", "y1"): + if y2 is not None: + ax.plot(x2, y2, label=y2_plot_label, color=y2_color) + ax.plot(x1, y1, label=y1_plot_label, color=y1_color) + + ax.set_xlabel(xaxis_label) + ax.set_ylabel(yaxis_label) + ax.set_xscale(xscale) + ax.set_yscale(yscale) + ax.set_xlim(xlim) + ax.set_ylim(ylim) + ax.set_title(title) + if legend is True: + ax.legend() + + return ax + def plot_result_colorbar_single(x,y,weight, ax,fig, xlabel, ylabel, weight_label, weight_norm, title, xscale='linear', yscale='linear'): """Show a x,y plot but use a colorbar to indicate a third parameter, similar to adding a weight to each point. From dcc7a9440b7a53e0e59cbb65848948364f0e769e Mon Sep 17 00:00:00 2001 From: joshedmundson Date: Mon, 9 Feb 2026 15:15:15 +0100 Subject: [PATCH 02/11] merge: pull DRT_test.ipynb from experiments and rename --- Notebooks/DRT.ipynb | 690 ++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 690 insertions(+) create mode 100644 Notebooks/DRT.ipynb diff --git a/Notebooks/DRT.ipynb b/Notebooks/DRT.ipynb new file mode 100644 index 0000000..51aa846 --- /dev/null +++ b/Notebooks/DRT.ipynb @@ -0,0 +1,690 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "4dcd365a", + "metadata": {}, + "source": [ + "## Overview (26/01/2026)\n", + "\n", + "This notebook is for the purpose of testing/demonstrating the code in aux_funcs/DRT.py." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "cca39aaf", + "metadata": {}, + "outputs": [], + "source": [ + "import os, sys\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "try:\n", + " import pySIMsalabim as sim\n", + "except ImportError: # add parent directory to sys.path if pySIMsalabim is not installed\n", + " sys.path.append('..')\n", + " import pySIMsalabim as sim\n", + "from pySIMsalabim.aux_funcs import DRT as drt\n", + "\n", + "TESTED_LATEST_VERSION = 0.8" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "d2b7d030", + "metadata": {}, + "outputs": [], + "source": [ + "# Define a function to give a gaussian distribution of lifetimes about a central lifetime tau on a logarithmic scale\n", + "def log_gaussian(tau, mu, sig):\n", + " return 1/(sig*np.sqrt(2*np.pi))*np.exp(-(np.log10(tau/mu))**2/(2*sig**2))" + ] + }, + { + "cell_type": "markdown", + "id": "376f8550", + "metadata": {}, + "source": [ + "### Capacitive and Inductive Curve Test" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "44f31ec6", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate an array of time values of length N\n", + "t_min = 1e-10\n", + "t_max = 1e2\n", + "time = np.geomspace(t_min, t_max, 140)\n", + "time_ppd = int(np.log10(t_max/t_min))\n", + "\n", + "# Generate array of tau values of length M such that tau_ppd ~ time_ppd (ppd - points per decade)\n", + "d_t = [time[i+1] - time[i] for i in range(len(time)-1)]\n", + "d_t_min = np.min(d_t)\n", + "d_T = time[-1] - time[0]\n", + "tau_min = d_t_min/np.pi # Selected based on Nyquist spacing\n", + "tau_max = d_T/(2*np.pi) # Selected based on Nyquist spacing\n", + "tau_dec = int(np.log10(d_T/tau_min))\n", + "tau_values = np.geomspace(tau_min, tau_max, len(time))\n", + "\n", + "# Generate the analytic curve\n", + "gaussian_coeffs = [5, -3, 2]\n", + "gaussian_peaks = [1e-6, 1e-4, 1e-1] # These now correspond to when decay events begin\n", + "analytic_U = np.sum([gaussian_coeffs[i]*log_gaussian(tau_values, gaussian_peaks[i], 0.2) for i in range(len(gaussian_coeffs))], axis=0)\n", + "analytic_y = drt.predict_y_model(time, analytic_U, tau_values) + 20\n", + "analytic_y_scaled = (analytic_y - analytic_y.min())/(analytic_y.max() - analytic_y.min())\n", + "\n", + "# Plot the data \n", + "plt.plot(time, analytic_y)\n", + "plt.xscale('log')\n", + "plt.xlabel('$t$ [$\\\\text{s}$]')\n", + "plt.ylabel('$y$ (scaled)')\n", + "plt.title(\"Analytic Capacitive Curve\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "4612914a", + "metadata": {}, + "source": [ + "### Linear Fit" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "839fd852", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Try linear fit\n", + "linear_fit = drt.linear_fit(time, analytic_y)\n", + "\n", + "# Plot fit results\n", + "drt.plot_y(time, linear_fit.y_model, y_data=analytic_y)\n", + "drt.plot_U(linear_fit.tau, linear_fit.U_norm, tau_values, analytic_U/np.sum(analytic_U), plot_title='Normalised DRT')" + ] + }, + { + "cell_type": "markdown", + "id": "37b06803", + "metadata": {}, + "source": [ + "### Checkerboard Fit" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "265468c6", + "metadata": {}, + "outputs": [], + "source": [ + "fits = drt.checkerboard_fit(time, analytic_y)\n", + "cb_fit = fits[-1]" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "9d181d80", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "drt.plot_y(time, cb_fit.y_model, analytic_y)\n", + "drt.plot_U(cb_fit.tau, cb_fit.U, tau_analytic=tau_values, U_analytic=analytic_U)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "087490e0", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "drt.plot_cumulative_U(cb_fit.tau, cb_fit.U, tau_analytic=tau_values, U_analytic=analytic_U)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "b2064faa", + "metadata": {}, + "outputs": [], + "source": [ + "# Test how y error and DRT error change with number of max iterations for OSQP\n", + "cb_fits = drt.checkerboard_fit(time, analytic_y, checkerboard_iters=40, fit_scaling=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "bc34db03", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = drt.plot_R_2(cb_fits, return_ax=True)\n" + ] + }, + { + "cell_type": "markdown", + "id": "0f2a845e", + "metadata": {}, + "source": [ + "### Analytic and Capacitive" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "b2f0a5ca", + "metadata": {}, + "outputs": [], + "source": [ + "# Define a function to give a gaussian distribution of lifetimes about a central lifetime tau on a logarithmic scale\n", + "def log_gaussian(tau, mu, sig):\n", + " return 1/(sig*np.sqrt(2*np.pi))*np.exp(-(np.log10(tau/mu))**2/(2*sig**2))" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "4e81a8b1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate an array of time values of length N\n", + "t_min = 1e-10\n", + "t_max = 1e2\n", + "time = np.geomspace(t_min, t_max, 1000)\n", + "time_ppd = int(np.log10(t_max/t_min))\n", + "\n", + "# Generate array of tau values of length M such that tau_ppd ~ time_ppd (ppd - points per decade)\n", + "tau_min = t_min/np.pi # Selected based on Nyquist spacing\n", + "tau_max = t_max/(2*np.pi) # Selected based on Nyquist spacing\n", + "tau_dec = int(np.log10(tau_max/tau_min))\n", + "tau_values = np.geomspace(t_min/np.pi, t_max/(2*np.pi), tau_dec*time_ppd)\n", + "\n", + "# Generate the analytic curve\n", + "gaussian_coeffs = [5, 3, 2]\n", + "gaussian_peaks = [1e-6, 1e-4, 1e-1] # These now correspond to when decay events begin\n", + "analytic_U = np.sum([gaussian_coeffs[i]*log_gaussian(tau_values, gaussian_peaks[i], 0.2) for i in range(len(gaussian_coeffs))], axis=0)\n", + "analytic_y = drt.predict_y_model(time, analytic_U, tau_values)\n", + "analytic_y_scaled = (analytic_y - analytic_y.min())/(analytic_y.max() - analytic_y.min())\n", + "\n", + "# Plot the data \n", + "plt.plot(time, analytic_y)\n", + "plt.xscale('log')\n", + "plt.xlabel('$t$ [$\\\\text{s}$]')\n", + "plt.ylabel('$y$ (scaled)')\n", + "plt.title(\"Analytic Capacitive Curve\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "0c330207", + "metadata": {}, + "source": [ + "### Capacitive Curve Test" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "1fa95281", + "metadata": {}, + "outputs": [], + "source": [ + "cb_fits = drt.checkerboard_fit(time, analytic_y)\n", + "cb_fit = cb_fits[-1]" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "5f967d1d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the error \n", + "drt.plot_MSE(cb_fits)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "04e47779", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot fitted curves \n", + "drt.plot_U(cb_fit.tau, cb_fit.U, tau_analytic=tau_values, U_analytic=analytic_U)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "e5469086", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "drt.plot_cumulative_U(cb_fit.tau, cb_fit.U, tau_values, analytic_U)" + ] + }, + { + "cell_type": "markdown", + "id": "45772a18", + "metadata": {}, + "source": [ + "#### Using plotting methods" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "0d8b4095", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "(1e-07, 1e-05)" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cb_fits[0].plot_U(tau_analytic = tau_values, U_analytic=analytic_U, xaxis_label = \"tau\", yaxis_label=\"U\", plot_title=\"Dist\")\n", + "cb_fits[0].plot_U(normalised=True, tau_analytic = tau_values, U_analytic=analytic_U/np.sum(analytic_U))\n", + "cb_fits[0].plot_cumulative_U(tau_analytic = tau_values, U_analytic=analytic_U)\n", + "ax = cb_fits[0].plot_y_model(time, analytic_y, return_ax=True)\n", + "ax.set_xlim((1e-7, 1e-5))" + ] + }, + { + "cell_type": "markdown", + "id": "b884a989", + "metadata": {}, + "source": [ + "### Try File Saving and Loading\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "7adaf445", + "metadata": {}, + "outputs": [], + "source": [ + "save_dir = \"DRT_Saves\"\n", + "drt.save_to_txt(save_dir, cb_fits)\n", + "drt.save_to_pickle(save_dir+'/models.pkl', cb_fits)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "3faa4f37", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAmAAAAHRCAYAAADNFQWdAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjYsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvq6yFwwAAAAlwSFlzAAAPYQAAD2EBqD+naQAAbtFJREFUeJzt3XlYVdX+x/H3YUZGwRlFnHJIU1CxHIIcMscyM4fqOjabmY1m95elXS1LLW9zqXXLIUtT08w0wXkCJecRRFEcQAQHxrN/fxAnCVBQ4Bzk83qe81xZe6/N9yyI87l7r722yTAMAxEREREpNXbWLkBERESkvFEAExERESllCmAiIiIipUwBTERERKSUKYCJiIiIlDIFMBEREZFSpgAmIiIiUsoUwERERERKmQKYiIiISClTABMRKUVhYWGYTCbGjx9v7VJsUkxMDCaTiSFDhli7FJESpQAmUs7kfMCZTCb8/PzIysrKd79du3ZZ9mvUqFGe7bGxsTzzzDM0aNAAFxcX3N3dqVu3Lj169ODdd9/l0qVLufbPOVZBL29v75J4u6Xqeu8xJiamwL4BAQEEBATc0Pf8589n/PjxmEwmwsLCiny80nCj71XkVuJg7QJExDocHBw4efIkv/32G927d8+z/euvv8bBwYHMzMw826KioggNDSUpKYl27drRrVs3nJyciI6OZvv27Sxfvpy+fftSv379XP18fX0ZOXJkvvW4uLgUzxuzsmu9R29vb4KDg9m3bx+VKlUq5crKBj8/P/bt24eXl5e1SxEpUQpgIuVU27ZtiYqKYubMmXkCWHp6Ot9//z3du3dnyZIlefqOGTOGpKQkvv32Wx577LE82zdt2pRvwKhUqdItf+mtMO8xvzOKks3R0VHjI+WCLkGKlFOurq7079+fpUuXcu7cuVzblixZwrlz5xg6dGi+fTdt2oS3t3e+4QvgrrvuKrFLiqGhoZhMJlJTU3nllVeoVasWLi4uNGvWjJkzZxbYb/HixXTq1ImKFSvi4uJC06ZNef/99/Ncgp09ezYmk4nZs2ezbNkyOnTogIeHR7FdMvvnHLCcS8LHjh3j2LFjuS5Z3khYDQ0N5a233gLgnnvusRzrn/WfOXOGF154gfr16+Ps7EylSpXo27cvu3fvznPMnEuGSUlJjBo1ilq1auHg4MDs2bMBiIiIYOTIkTRt2hQvLy9cXV1p1qwZkydPJiMjw3KcwrzXa80Bi42NZfjw4fj5+eHk5ETNmjUZPnw4x48fz3ccTCYTmZmZTJgwgTp16uDs7Mxtt93GJ598UuRxFSluOgMmUo4NGzaML774gu+//57nn3/e0j5z5kyqVKlCz5498+3n4+PD6dOniY+Pp1q1aqVVbi79+vXjzz//pF+/fmRkZPDDDz8wfPhwTp8+zdixY3Pt+/rrrzNp0iRq1qxJ37598fT0ZO3atbz88sts2bKFBQsW5Dn+ggULWLlyJT179uSZZ54hJSWlRN6Ht7c3b775JtOnTwdg9OjRlm2hoaFFPl5OcAkPD2fw4MGW4HV1ID5y5AihoaHExcVx77338sADD3DmzBl++uknfvvtN1avXk2bNm1yHTctLY2OHTuSkpJCr169cHJyomrVqgB8+eWXLF26lLvvvpvu3btz+fJlwsLCGDt2LNu2beOnn3666fd66NAh2rdvz5kzZ+jVqxe33347e/bsYebMmfzyyy9s2LAhzyVvgIEDB7Jlyxa6deuGvb09P/zwA88++yyOjo48/vjjhR9YkeJmiEi5Eh0dbQBG165dDcMwjNtvv9244447LNtPnDhh2NvbGy+++KJhGIYBGA0bNsx1jNGjRxuAUa9ePeODDz4wtm7daly5cuWa3xcwfH19jTfffDPf19y5cwtVf0hIiAEYTZo0MZKTky3tp06dMqpXr244ODgYR44csbSvXLnSAIxu3boZly5dsrSbzWbjqaeeMgDjxx9/tLTPmjXLAAyTyWT8/vvvhaqpMO/x119/NQzDMNasWWMAxptvvpmrb+3atY3atWsX6fvlfM9//nzefPNNAzDWrFmTb5+2bdsaDg4OxsqVK3O1HzhwwPDw8DCaNWuWpzbAuPfee43Lly/nOV5MTIyRmZmZq81sNhvDhg0zAGP9+vV5jlfQe835/Rw8eHCu9o4dOxqA8fnnn+dq//zzzw3A6NSpU672nN+TNm3aGBcuXLC079+/33BwcMgzZiKlTQFMpJz5ZwB7//33DcDYvn27YRiGMXHiRAMw9uzZYxhG/h/wly9fNv71r38ZdnZ2BmAAhr29vREUFGRMmDDBOH/+fJ7vm7NfQa/777+/UPXnfLB+//33ebZNmTLFAIwJEyZY2nr37m0ARmxsbJ79k5KSDJPJZPTt29fSlhPA+vTpU6h6Cvsen3/+ecMwrB/AIiMjDcAYPnx4vscbM2aMARi7du3KVRtgREVFFam2iIgIAzDGjx+fq72oASw2NtYSus1mc679zWaz0bhx4zw/45zfkz/++CPP98jZdnWAFyltugQpUs499thjjB07lpkzZ9KyZUtmz55NmzZtaNKkSYF9XF1d+eabb3jnnXdYvnw5W7duZevWrURGRhIZGcnnn39OeHg4devWzdWvYcOG7N+/v1jq7tChQ4FtO3futLRt3rwZNzc3vv766wLfS341BQcH31BdxfkeS8LmzZsBiI+Pz3eOWU7t+/fvp2nTppb2nHl2+UlPT+e///0v8+bNY//+/Vy8eBHDMCzbT548eVM179ixA4CQkBBMJlOubSaTibvvvpt9+/YRFRVFrVq1cm0PCgrKc7yaNWsCkJSUhIeHx03VJnKjFMBEyrkqVarQvXt35s6dS+/evTl8+DAvvfRSofrWrFmTJ554gieeeALInls0bNgw1q5dywsvvMDixYtLtO5/ypmTdOHCBUtbYmIimZmZlonp+fnnmmVXH+tWk5iYCMCyZctYtmxZgfv9c0yqVKmSJ/zkeOihh1i6dCm33XYb/fv3p0qVKjg6OpKUlMSHH35IWlraTdWcnJwMFPwzyZmHePXPPUd+y1k4OGR/9BW0Bp5IaVAAExGGDRvG4sWLGT58OK6urgwcOPCGjlOvXj1mz55N3bp1+eOPP4q5ytzOnDmT52zH6dOngdwfup6enphMpjx3el5PQWGjrPP09ARgxowZBa5Xlp+CxmPbtm0sXbqUrl27smzZMuzt7S3bNm/ezIcffnhzBfN3zTk/33/Kac/ZT6Qs0DIUIkL37t2pVq0acXFxlrsEb5Sbm1sxVlawdevWFdjWokULS1ubNm1ISEjg0KFDpVLXjbK3ty+2MzI5ISi/4+Xc3bhp06Zi+V5HjhwBoEePHrnCF+T/M8qpryjvNefnuXbt2lyXNgEMw8j35y5i6xTARAQHBweWLFnCokWLeOedd667/9tvv53v2kuGYTBp0iQA2rdvX+x1Xu2dd97JtTTE6dOnmTp1Kg4ODgwaNMjSPmrUKCD7LF9CQkKe48THx7Nv374SrbUwfHx8OHfuHKmpqcVyLIATJ07k2RYcHEybNm2YO3cu8+fPz7PdbDYTHh5e6O9Vu3ZtANavX5+rfc+ePZbfhfzqK8p79ff355577rEsO3G1mTNnsmfPHjp27JjnjKiILdMlSBEBoHXr1rRu3bpQ+06dOpXx48fTqlUrWrZsiY+PDwkJCfzxxx8cOnQIX19fPvjggzz9zp07d83FRUePHl3oBVzr1q1L06ZN6du3r2UdsDNnzvDOO+/kmvx/33338e9//5sJEyZQv3597rvvPmrXrk1CQgKHDx9m3bp1TJw4kcaNGxfq+5aUjh07sn37dnr16kWHDh1wcnKiffv2NxRkcxZgHTduHPv378fLywsvLy+efvppAObOncs999zDgAEDmD59Oi1btsTFxYXY2Fg2bdrE2bNnCx2OgoODCQ4O5ocffuDUqVPceeedxMbGsmTJEnr06MGPP/5YLO/1008/pX379jz++OMsXbqUJk2asHfvXpYsWULlypX59NNPizxOIlZl3ZswRaS0/XMZiushn2UO1q5da7z22mvGXXfdZdSoUcNwdHQ03N3djTvuuMN46aWXjJMnT+Z7nOu9oqOjr1tPzhICly9fNl566SXDz8/PcHJyMm6//Xbjq6++KrDf77//bvTq1cuoXLmy4ejoaFSrVs246667jAkTJuRaviBnGYpZs2YVanz++R6vt75UQctQpKSkGI8//rhRvXp1y/Ie/9ynKN9z9uzZRrNmzQxnZ2cDyLPsQ2JiovHGG28YTZs2NVxdXQ13d3ejQYMGxqBBg4yFCxfm2vd6S2ScOXPGGDZsmFGjRg3DxcXFaNasmfHxxx8bR48ezXdNr2u914LWATOM7PXGhg4dalnvrXr16sbQoUONmJiYPPvm/J7kZ/DgwYX+fRMpKSbD+McFdRERGxYaGkp4eHieuUAiImWJ5oCJiIiIlDIFMBEREZFSpgAmIiIiUso0B0xERESklOkMmIiIiEgpUwATERERKWVaiNVGnTt3jt9++42AgABcXV2tXY6IiIgUwpUrV4iJiaFr165UqlSpwP0UwGzUb7/9xqOPPmrtMkREROQGfPfddzzyyCMFblcAs1EBAQFA9g+wsI9IuXjxIiEhIYSHh+Pu7l6C1QlovEubxrt0abxLl8a7dJXkeO/bt49HH33U8jleEAUwG5Vz2bFx48YEBQUVqk9ycjIALVq0wNPTs8Rqk2wa79Kl8S5dGu/SpfEuXaUx3tebPqRJ+CIiIiKlTAFMREREpJQpgN1CnJ2defPNN3F2drZ2KeWCxrt0abxLl8a7dGm8S5ctjLdWwrdRkZGRtGzZkoiIiELPARMRERHrKuznt86AiYiIiJQyBTARERGRUqYAJiIiIlLKFMBERERESpkCmIiIiEgpUwATERERKWUKYCIiIiKlTAFMREREpJTpYdzlyOX0TFbsjmf5rlME+lfk2XvqW7skERGRckkBrBxJvpLJmB+iAIhNvKwAJiIiYiW6BFmOVPNyoWXtigAcPH2Rw2dSrFyRiIhI+aQAVs50b1bd8u9lf8ZbsRIREZHySwGsnOnWtJrl37/uPmXFSkRERMovBbBypoa3K4H+3gDsj0/hyNmL1i1IRESkHFIAK4d6XHUZcvmfOgsmIiJS2hTAyqFuVwew3ZoHJiIiUtoUwMohP29XmtfyBmDfqWSiz12ybkEiIiLljAJYOdWj2d+T8Zfv0mVIERGR0qQAVk51a3rVZUgFMBERkVKlAFZO1fKpwB01vQDYczKZYwm6DCkiIlJaFMDKsasXZV2+S5PxRURESosCWDnWXZchRURErEIBrBzz961AUz9PAHbFXSA24bKVKxIRESkfFMDKuasvQ+rRRCIiIqVDAayc02VIERGR0qcAVs4FVHKjSfXsy5BRJy5wPFGXIUVEREqaApjQ446/z4Kt0KOJRERESpwCmNCt6d+r4i/TZUgREZESpwAm1K3sTqNqHgDsPJ5EXNIVK1ckIiJya1MAE+Afd0PqLJiIiEiJUgAT4J+r4iuAiYiIlCQFMAGgfhV3GlbNvgwZGZvEqQu6DCkiIlJSFMDEoluzvyfj/6pnQ4qIiJQYBTCx6KHLkCIiIqVCAUwsGlT1oEEVdwC2HztP/IVUK1ckIiJya1IAk1y6Nbt6UVadBRMRESkJCmCSS+7LkJoHJiIiUhIUwCSX26q6U6+yGwDbjiVy4XKGlSsSERG59SiASS4mk4kODSoDYBiw80SSdQsSERG5BSmASR6B/t6Wf0ceO2+9QkRERG5RCmCSR5B/Rcu/dxxPsl4hIiIitygFMMmjZkVXKns4A7Aj9jxms2HlikRERG4tCmCSh8lkIrCWNwApqZkcOXvRugWJiIjcYhTAJF9Bta+6DBmbZL1CREREbkEKYJKvnDNgAJGxmogvIiJSnBTAJF931PTG3s4E6AyYiIhIcVMAk3y5OtnTuLoHAAfPpJCcqgVZRUREiosCmBQoZzkKw4A/j1+wcjUiIiK3DgUwKVCuBVk1D0xERKTYKIBJgXItyKoAJiIiUmwUwKRA/j4V8HVzArJXxDcMLcgqIiJSHBTApEAmk8lyGTLpcgZHz12ybkEiIiK3CAUwuaZAfy3IKiIiUtwUwOSaNBFfRESk+CmAyTU1r+nNX+ux6gyYiIhIMVEAk2tyc3agYTVPAA7EJ3MxLdPKFYmIiJR9CmByXUF/XYY0G/DniSSr1iIiInIrUACT69JEfBERkeJl0wFs+fLldO7cGR8fH9zc3AgKCmLGjBmYzeYiHSc+Pp5vv/2WkSNHEhwcjLOzMyaTiREjRlyzX1JSEvPnz+fFF1+kffv2VKhQAZPJROfOna/ZLywsDJPJdM3XZ599VqT3YE1BV0/EP6aJ+CIiIjfLwdoFFGTy5MmMHTsWgLp16+Lu7k5UVBSjRo1i1apVLFq0CDu7wuXHefPm8cILLxS5hrCwMAYMGFDkfjk8PT1p1qxZvtuqV69+w8ctbXUqueFdwZGkyxmWBVlNJpO1yxIRESmzbDKAbdq0iddffx07Ozu+++47Bg4cCEBUVBRdu3ZlyZIlTJ06lZdeeqlQx/P09KRLly4EBwcTHBzMqlWrmDFjxnX7ubq6cvfdd1v6HT58mNdff73Q7yMwMJCwsLBC72+rTCYTgbW8WXPgLImX0jmWcJmASm7WLktERKTMsslLkBMnTsQwDEaMGGEJXwDNmzdn6tSpQPYZsoyMjEIdb9iwYaxcuZKJEyfSu3dvfHx8CtWva9euhIeHM2XKFPr161emzloVt1zPhTyuy5AiIiI3w+YCWHJyMqtWrQJg+PDhebb369cPT09PEhISWLNmTWmXV25dPRE/8liS9QoRERG5BdhcANuxYwfp6em4uLgQFBSUZ7ujoyOtW7cGYMuWLaVdXpHExsYyZMgQOnXqRK9evRg7diw7d+60dlk3pHktL3KmfekMmIiIyM2xuTlghw4dAsDf3x8Hh/zLq1u3LqtXr7bsa6uio6OJjo62fP3LL78wefJknn32WT788EPs7e2ve4yLFy+SnJxs+drZ2RlnZ+cSqfdaPFwcua2KBwdOp7DvVAqX0zOp4GRzvz4iIiKlKi0tjbS0NMvXFy9eLFQ/mzsDdv589tmVihUrFrhPzracfW2Nq6srQ4cOZfXq1cTFxZGWlsa+ffsYPXo0JpOJjz/+mFdffbVQxwoJCcHLy8vymjRpUglXX7Cg2t4AZJkN/jxxwWp1iIiI2IpJkybl+pwOCQkpVD+bC2CpqakAODk5FbhPzhmgK1eulEpNRdWmTRtmzpxJx44dqVGjBk5OTjRq1Ihp06Yxbdo0AKZPn57r7FhBwsPDuXDhguWVszSHNQTW0oKsIiIiVxs7dmyuz+nw8PBC9bO5AObi4gJAenp6gfvknOpzdXUtlZqK08iRI6lZsyZZWVksWbLkuvu7u7vj6elpeVnj8mOOnDNgAJGxtnn2UUREpDQ5Ozvn+px2d3cvVD+bC2CFubxYmMuUtsre3p7g4GAADh8+bOVqiqZuJXc8XbLnfe2IzV6QVURERIrO5gJYgwYNgOw7CDMzM/Pd5+jRo7n2LWscHR0BCnx/tsrOzkSLv5ajOHcxjRPnbfMSsIiIiK2zuQAWGBiIo6MjqampREZG5tmekZHBtm3bgOy5VmXRnj17AKhZs6aVKym6XM+F1GVIERGRG2JzAczT09PysOuvv/46z/YFCxaQnJyMr68voaGhpVzdzVu5ciW7d+8GuO5DvW3R1QuyaiK+iIjIjbG5AAYwbtw4TCYTX331FXPnzrW0R0VFMWbMGABeeeWVXHdKTp8+nYCAgJt6eHZxGTBgAH/88Qdms9nSZhgGixYtstR37733lskzeC1qeVv+vUNnwERERG6ITa6k2a5dOyZMmMAbb7zBoEGDeOONN3B3d2f37t2YzWZ69OjBiy++mKtPUlISx44dIyAgIM/xjh8/TmBgoOXry5cvA/Ddd9/x888/W9oXL15Mu3btcvWtVKmS5d85d1+uXbs2V/t///vfXMFvxYoVzJ8/Hzc3N+rXr4+zszPR0dGcPXsWgNatW/P9998XcVRsg5erI/WruHP4zEX2nEwmNSMLF8frLygrIiIif7PJAAbZZ8GaN2/OtGnTiIiIID4+nmbNmjF06FBGjhxZqFXkc2RlZZGQkJCn/Z+r1+b3cO/8+mVkZORqz1m7LMfkyZMJCwsjKiqK2NhYUlJS8Pb2plOnTgwYMIDBgwdbJuKXRUH+3hw+c5FMs8GuuAu0Dijcw81FREQkm8nQWgI2KTIykpYtWxIREZHvMzGtae7WWMYu3AXA690b8cTd9axckYiIiG0o7Oe3Tc4BE9sWdNVE/MhjSdYrREREpIxSAJMiq1/FHXfn7KvXkbHntSCriIhIESmASZHZ25ksd0OeSUnjyNnCPfldREREsimAyQ1pU+fvifdPfxfJhSt5b2AQERGR/CmAyQ35110B1K3kBsChMxd59vtIMrLM1+klIiIioAAmN8irgiMzh7SmYoXs5TTWHz7HG4t2az6YiIhIISiAyQ0LqOTGl/9qhZND9q/R/O3H+TT8iJWrEhERsX0KYHJTWgX48H6/5pav31txgKVRJ61YkYiIiO1TAJOb1rt5DV7u2tDy9YsLoog4lmjFikRERGybApgUi2dC6/Fwq5oApGeaefzbCI4lXLJyVSIiIrZJAUyKhclk4p0+zWhX3xeAxEvpDJ21jaTL6VauTERExPYogEmxcbS345NHWtKgijsAR89d4on/RZCWmWXlykRERGyLApgUKy/X7OUpKrk7AbA1OpGxP+3S8hQiIiJXUQCTYlfLpwJfDW6Ni2P2r9fCHXHM2hBj3aJERERsiAKYlIgWtbyZ3j/Q8vXkFfs5eDrFihWJiIjYDgUwKTH3Na3GsHZ1gOw7I0fP20l6ph5XJCIiogAmJeqV+xpyW9XsSfl7TyUz9feDVq5IRETE+hTApES5ONozvX8gjvYmAD5fe4TNRxOsXJWIiIh1KYBJiWtSw5MX781eKd8w4MUfokhOzbByVSIiItajACal4vEOdWlTxweAuKQrjF+8x8oViYiIWI8CmJQKezsTHzzcHA9nByB7aYplf56yclUiIiLWoQAmpaZmxQq8/cDtlq9fX7SL+AupVqxIRETEOhTApFQ90MKPHndUB+DClQxe/jEKs1mr5IuISPmiACalymQy8c4DTanm6QLAukPn+GZTjHWLEhERKWUKYFLqvCs48X6/5pavJ/2qVfJFRKR8UQATq2jfoBJD2wUAWiVfRETKHwUwsZpX72tEgyp/r5L/wcoDVq5IRESkdCiAidW4ONozfUCLq1bJP8r6Q+esXJWIiEjJUwATq7q9hhevdG1k+XrMDztJuJhmxYpERERKngKYWN3w9nXo0KASAGdS0nj1pz8xDC1NISIity4FMLE6u79Wyfd1cwJg1b4z/G/zMStXJSIiUnIUwMQmVPFwYUq/OyxfT1y2jwPxWppCRERuTQpgYjM6NqrKkLYBQPbSFM/NjSQ1I8u6RYmIiJQABTCxKa91a0Sjah4AHDx9kf8s32flikRERIqfApjYFBdHe2YMDMTZIftX89tNx/h972krVyUiIlK8FMDE5jSo6sG/ezaxfP3Kj1GcTk61YkUiIiLFSwFMbNIjbfy5t0lVAM5fzmDMDzsxm7U0hYiI3BoUwMQmmUwm3u17B9U8XQDYcDiBL9YdtXJVIiIixUMBTGxWRTcnpvZvjin7SUW8/9sBoo4nWbUmERGR4qAAJjatbb1KPB1SD4BMs8GzcyI5fyndylWJiIjcHAUwsXkvdLmNFrW8AThx/grPzd1BZpbZukWJiIjcBAUwsXmO9nZ8+mgQldyzH1W0/vA5pvx2wMpViYiI3DgFMCkTqnu58vGgIBzssieEfb72KEuiTlq5KhERkRujACZlRpu6vnnWB9t7MtmKFYmIiNwYBTApU/51V20ealkTgNQMM0/8b7sm5YuISJmjACZlislkYuIDTWle0wvQpHwRESmbFMCkzHFxtOezx1pqUr6IiJRZCmBSJmlSvoiIlGUKYFJmaVK+iIiUVQpgUqZpUr6IiJRFCmBSpuU3KX/k3EjSMzUpX0REbJcCmJR5/5yUv+FwAi8tiMJsNqxcmYiISP4UwOSWUN3Llc8ebYmzQ/av9JKok0xYthfDUAgTERHbowAmt4xWAT78d1AQ9n/dGTlrQwyfhB2xclUiIiJ52XQAW758OZ07d8bHxwc3NzeCgoKYMWMGZnPR5vfEx8fz7bffMnLkSIKDg3F2dsZkMjFixIhr9ktKSmL+/Pm8+OKLtG/fngoVKmAymejcuXOhvm9cXBxPPPEEtWrVwtnZGX9/f5588kni4uKKVL8UXpcmVZn0YDPL11N+O8D8bbFWrEhERCQvB2sXUJDJkyczduxYAOrWrYu7uztRUVGMGjWKVatWsWjRIuzsCpcf582bxwsvvFDkGsLCwhgwYECR+wHs3buXDh06kJiYiJeXF02bNuXIkSN88cUX/PTTT6xfv55GjRrd0LHl2h5uVYuEi+m8u2I/AGMX7sK7ghNdb69m5cpERESy2eQZsE2bNvH6669jZ2fHnDlzOHLkCFFRUURGRlK1alWWLFnC1KlTC308T09PunTpwrhx41i8eDHPPfdcofq5urpy991389JLL/HDDz/wn//8p1D9srKy6NevH4mJifTt25eTJ08SERFBXFwcDz74IAkJCfTv37/IZ/Kk8J4Kqcvw9nUAMBvw3NwdbDmaYOWqREREstlkAJs4cSKGYTBixAgGDhxoaW/evLkleE2ePJmMjIxCHW/YsGGsXLmSiRMn0rt3b3x8fArVr2vXroSHhzNlyhT69etH9erVC9Vv4cKF7N27F19fX2bNmkWFChUAcHNzY/bs2fj6+vLnn3+yePHiQh1Pis5kMjGue2P6BPoBkJ5pZsS329l3Sgu1ioiI9dlcAEtOTmbVqlUADB8+PM/2fv364enpSUJCAmvWrCnt8gpl4cKFADz88MN4eHjk2ubh4UG/fv0AWLBgQanXVp7Y2Zl476E7CLmtMgApqZn8a+ZWjidetnJlIiJS3tlcANuxYwfp6em4uLgQFBSUZ7ujoyOtW7cGYMuWLaVdXqFs3rwZgHbt2uW7PafdVuu/lTja2/Hpo0G0qOUNwNmUNB77egvnLqZZtzARESnXbC6AHTp0CAB/f38cHPK/R6Bu3bq59rUl6enpxMZm33WXU+c/5bTHxMQU+jKq3LgKTg7MGtKaepXdAIhJuMyQWVtJSdXYi4iIddhcADt//jwAFStWLHCfnG05+9qSCxcuWCbXF/QectrNZjPJydeek3Tx4kWSk5Mtr7Q0nbm5ERXdnPh2eBuqe7kAsDsumSe+jSA1I8vKlYmISFmWlpaW63P64sWLhepncwEsNTUVACcnpwL3cXZ2BuDKlSulUlNR5NQPBb+HnPrh+u8hJCQELy8vy2vSpEnFU2g55OftyrfDgvGu4AjApqMJPDd3B5lZuhtVRERuzKRJk3J9ToeEhBSqn80FMBeX7DMU6enpBe6TcxbI1dW1VGoqipz6oeD3cPVZrOu9h/DwcC5cuGB55ayNJjemQVUPZg8NpoKTPQC/7z3Nqz/t0nMjRUTkhowdOzbX53R4eHih+tlcACvM5cXCXKa0Fi8vL8sCsQW9h5x2Ozs7PD09r3k8d3d3PD09La+rz57JjWlRy5svHmuFk332z+mnyBO8s3yfnhspIiJF5uzsnOtz2t3dvVD9bC6ANWjQAIDY2FgyMzPz3efo0aO59rUlTk5O+Pv7A3/X+U857QEBATg6OpZabfK39g0q8dHAFvz12Ei+Xh/Nx2sOW7coEREpN2wugAUGBuLo6EhqaiqRkZF5tmdkZLBt2zYA2rRpU9rlFUpOXRs2bMh3e067rdZfXtzXtHqu50a+v/Ig/9t8zIoViYhIeWFzAczT09PysOuvv/46z/YFCxaQnJyMr68voaGhpVxd4Tz44IMA/PDDD6SkpOTalpKSYlmA9aGHHir12iS3/q39Gdvt72dy/t/i3SyJOmnFikREpDywuQAGMG7cOEwmE1999RVz5861tEdFRTFmzBgAXnnllVx3GU6fPp2AgIAbfnh2cerbty+NGjUiISGBoUOHcvly9srrly5dYujQoSQkJNC0aVMeeOAB6xYqADwZUo+nQuoBYBgwZv5O1hw4Y+WqRETkVmaTAaxdu3ZMmDABs9nMoEGDqFevHs2bNycoKIjTp0/To0cPXnzxxVx9kpKSOHbsGPHx8XmOd/z4cSpVqmR5vffeewB89913udrzu2R49fach3ivXbs2V/u8efNy9bG3t2fBggVUrFiRn376iRo1atCqVSv8/Pz46aef8PHxYf78+ZbJ+mJ9r97XkIHBtQDINBs8/V0E22MSrVyViIjcqmw2AYwbN46lS5fSsWNHEhISOHz4MM2aNWP69OksXrwYe3v7Qh8rKyuLhIQEyytn7a20tLRc7fmtSn/19pzF1TIyMnK1X732V46mTZsSFRXFiBEjcHd3Z9euXbi7u/P4448TFRVFkyZNbnBkpCSYTCYmPtCMHs2yH7iemmFm6Oxt/HkiybqFiYjILclk6N57mxQZGUnLli2JiIjI95mYUjLSMrMY8c121h06B4Cbkz1fDm5F23qVrFyZiIiUBYX9/LbZM2Ai1uDsYM9nj7YkuI4PAJfSsxgyaxu/7cl7aVtERORGKYCJ/IObswPfDgumU6MqAKRnmnn6uwgWbD9u5cpERORWoQAmkg8XR3s+e6wlfQL9ADAb8PKPf/LVuvwX1xURESkKBTCRAjja2/FBv+YMaRtgaZu4bB/v/3ZAjy0SEZGbogAmcg12dibe7NWE0Z3/fuzVf9cc5t+Ld+sB3iIicsMUwESuw2QyMbrzbYzv9ffSId9tjuX5+TtJzzRbsTIRESmrFMBECmlIuzpM698c+7+e4L006iRP/G87l9Lyf2i8iIhIQRTARIqgT2BNPn+0Jc4O2f/phB04y30frmX9X+uGiYiIFIYCmEgRdW5SlW+HBePh7ADA8cQrPPr1Fl5eEMWFy3mfpiAiIvJPCmAiN6BNXV+WPNfesmArwIKIE3SaGs6vu05ZsTIRESkLFMBEblCdSm7Me/xO3unTFPe/zoadu5jG099H8uT/tnM6Oe8zQkVEREABTOSm2NmZeKRNbX4fczedG1extP+25zSdp4Yzb2us1gwTEZE8FMBEikF1L1e+/FcrZgwMxNfNCYCU1ExeW7iLQV9u4XjiZStXKCIitqTEA1hycjKxsbEl/W1ErM5kMtGreQ1WjQnhwSA/S/umown0nLFed0qKiIhFkQOYj48PU6ZMydU2f/58HnzwwXz3nzZtGnXq1Lmx6kTKoIpuTkx9uAWzh7bGz9sVgAtXMhg8aysz10frkqSIiBQ9gCUlJXHlypVcbfv372fx4sXFVpTIrSC0YRV+Hd2Bjo2y54ZlmQ3e/mUvr/z4J2mZWVauTkRErElzwERKkKeLI1/+qxVPh9aztC2IOMHALzZzJkV3SYqIlFcKYCIlzN7OxKv3NeLDAS0sK+hHxibRe8YG/jyRZN3iRETEKhTARErJ/S38+PGptlT3cgEgPjmVfp9tYvHOOCtXJiIipU0BTKQUNavpxeKR7WhZuyIAaZlmnp+3k0m/7iPLrMn5IiLlhQKYSCmr4uHCnMfb0L9VLUvb5+FHGTJrK2e0er6ISLngcCOd/vvf/zJv3jzL1+fOZa9v1KRJkzz75mwTkb85O9gzuW8zGlf3YMKy7LNf6w6d497pa5n4QFN63lHD2iWKiEgJuqEAdu7cuXyD1f79+/Pd32Qy3ci3EbmlmUwmhrSrw21VPXh+/k7OpqSRdDmDkXN28Pve07zduyleFRytXaaIiJSAIl+CNJvNRX5lZWnNI5GCtK1fid9G3033ZtUsbYt3nqTr9LWsO3TWipWJiEhJ0RwwERvg4+bEx4OCmN6/BR4u2Sem45NTeezrrby5eDdX0vV/YkREbiUKYCI2wmQy8UCgH7+Nvpt29X0t7d9sOkaPj9ax83iS9YoTEZFiVeQAduXKFY4ePUpycnKebTExMfTp0wcvLy+8vLzo2bNngfPCRCR/Nbxd+d+wNozv1cSycOvRc5fo++lGpv1+kMwss5UrFBGRm1XkADZjxgwaNGjAvn37crVfuHCBu+++myVLlpCSkkJKSgrLly8nJCSE06dPF1vBIuWBnV32BP1lozrQvKYXkP0syQ9XH+JfM7dyNiXNyhWKiMjNKHIAW7t2Lf7+/rRp0yZX+3//+19OnDjB3XffzdGjRzl9+jTPP/88Z8+eZdq0acVWsEh5Ur+KOz8+3ZYXOt+GvV323cQbjyTQ46N1bItJtHJ1IiJyo4ocwPbt20erVq3ytC9atAiTycTMmTMJCAigcuXKTJs2jQYNGvDbb78VS7Ei5ZGjvR3Pd27A3MfvpIqHMwBnUtIY8MVmvlx7FMPQCvoiImVNkQPYmTNnqFOnTq62tLQ0oqKiaNasWZ5tHTt25OjRozdXpYgQXMeHZaM6cFfd7An6WWaDd5bv46nvIkhOzbBydSIiUhRFDmCZmZmkp6fnatu1axdZWVkEBwfn2d/X15e0NM1XESkOlT2c+W5EG569p56l7bc9p+k9Yz17T+a9MUZERGxTkQNYrVq1iIyMzNW2bt06TCZTvgEsMTGRypUr33iFIpKLvZ2Jl7s2YuaQVni5Zq+UH5NwmT6fbOCH7cetXJ2IiBRGkQNY586d2bBhA3PmzAGyL0l+8skn2NnZ0b179zz7R0REULt27ZuvVERy6dioKr881547/rpLMi3TzCs//snLC6JIvJR+nd4iImJNRQ5gY8eOxdPTk8ceewxfX19q1arFkSNHePTRR6lRI/cDhE+cOMH27dsJCQkptoJF5G+1fCqw4Km7ePROf0vbgogTdHj3D95bsV9BTETERt3QJciwsDBCQ0NJTU2lSpUqjB49mk8//TTPvrNmzcLT0zPfM2MiUjycHeyZ+EAzpvdvgaujPQCX0rP4JOyIgpiIiI0yGbqH3SZFRkbSsmVLIiIiCAoKsnY5UkacunCFT9YcYf6246RftWK+m5M9g9sGMKJDXXzcnKxYoYjIra2wn996FqTILaS6lysTHmhK2MuhPHZnbZzss/8T1xkxERHb4lDUDk2aNCnyNzGZTOzZs6fI/UTkxtTwzg5iT4fW49Owv8+I5QSxbzbG8EbPJgxoXQuTyWTtckVEyp0iB7D9+/djMpm0+rZIGXCtIDZ24S62x5xn4gNNcXWyt3apIiLlyg1dgnRwcOD+++/n559/JjMzE7PZfN2XiFhPThALezmUh1vVtLT/FHmCPp9sIPrcJStWJyJS/hQ5gP355588/fTTbNiwgT59+uDn58err77KgQMHSqI+ESlGNbxdee+h5nw0MJAKf5312h+fQu8Z61mxO97K1YmIlB9FDmBNmzZl+vTpxMXFMX/+fAIDA5k6dSpNmjShbdu2fPXVV1y8eLEkahWRYtK7eQ2WjGxH/SruAKSkZfLUdxH8Z/k+MrJ0xlpEpKTd8F2Qjo6OPPTQQyxfvpxjx47x9ttvc+7cOZ544gmqVavGkCFDOHHiRHHWKiLFqH4VDxY/245ezf9eQPmLtUd55MstnElOtWJlIiK3vmJZhqJGjRqMGzeOgwcPsmLFCipWrMj//ve/PM+MFBHb4ubswEcDWvBW79txtM++G3JrTCLdP1rP5qMJVq5OROTWVWzrgO3YsYPnnnuOQYMGERcXR9WqVfHz8yuuw4tICTGZTAxuG8D8J++iupcLAOcupjHoy818EnYYs1l3PIuIFLebCmCJiYnMmDGDwMBAWrVqxRdffEGHDh1YvHgxx48fp2XLlsVVp4iUsCD/ivzyXHs6NKgEgNmA91YcYMjsbZy7mGbl6kREbi1FDmCGYbBixQoefvhh/Pz8eP7558nMzGTKlCmcOHGCRYsW0atXL+ztta6QSFnj6+7M7KHBPN+pATnrs649eJZuH65j4+Fz1i1OROQWUuSFWP39/Tl58iReXl4MGTKEYcOG0bp165KoTUSswN7OxAtdbiO4jg+j5+/kbEoaZ1PSeOTrLTx3T31GdWqAg72eYiYicjOKHMDi4uJwdHSkefPmHDt2jDfffPO6fUwmE8uWLbuhAkXEOtrVr8TyUR0Y88NO1h06h2HAR38cZnN0Ih8NCKTaX/PFRESk6IocwAAyMjIIDw8v9P561pxI2VTZw5lvhgbz2dojfLDyIFlmg63RiXT7cC1TH27BPY2qWLtEEZEyqcgBLDo6uiTqEBEbZWdn4pnQ+gQH+DBq7g5OXkjl/OUMhs7exhN31+Wlexvi5KBLkiIiRVHkAFa7du2SqENEbFyrAB+WP9+Blxb8yap9p4HshVvXHTrHGz0a065+JStXKCJSduj/topIoXlXcOLLf7Xk/3o2sSzcuu9UMo98tYUhs7ZyID7FyhWKiJQNCmAiUiQmk4lh7evw09Ntub2Gp6U97MBZun24ltd++lOPMhIRuQ6bDmDLly+nc+fO+Pj44ObmRlBQEDNmzMBsLtrDguPj4/n2228ZOXIkwcHBODs7YzKZGDFiRKH679u3j0ceeYTq1avj4uJCvXr1eOmll0hKSsp3/7CwMEwm0zVfn332WZHeg4ituaOmN0tHtmfqw82p8dcdkWYD5m07TsiUMKb9fpBLaZlWrlJExDbd0F2QpWHy5MmMHTsWgLp16+Lu7k5UVBSjRo1i1apVLFq0CDu7wuXHefPm8cILL9xQHWvWrKFHjx5cuXKFypUrc/vtt7N//34++OADFi1axMaNG6latWq+fT09PWnWrFm+26pXr35D9YjYEjs7Ew8G1aR7s+rM2hDDJ2sOk5KWyZWMLD5cfYg5W2MZ0+U2+rWsqbXDRESuYpN/ETdt2sTrr7+OnZ0dc+bM4ciRI0RFRREZGUnVqlVZsmQJU6dOLfTxPD096dKlC+PGjWPx4sU899xzheqXkpJC//79uXLlCqNGjSIuLo6IiAhiY2Np164dR48eZfjw4QX2DwwMZP369fm+7r///kLXL2LrXBzteTq0HmEvhzKkbQAOdtnzw86mpDF24S56fLSeqONJ1i1SRMSG2GQAmzhxIoZhMGLECAYOHGhpb968uSV4TZ48mYyMjEIdb9iwYaxcuZKJEyfSu3dvfHx8CtXvs88+4+zZszRu3JipU6fi6OgIgK+vL3PmzMHBwYFly5YRGRlZxHcocmvydXdmfO/bWfnC3dx3ezVL+4HTKfT5ZAOTf91PakaWFSsUEbENNhfAkpOTWbVqFUC+Z5f69euHp6cnCQkJrFmzpkRrWbhwIQBDhgzJ82xLf39/OnfuDMCPP/5YonWIlDV1K7vz2WMtWfDUXZaJ+mYDPgs/Qo+P1hFx7LyVKxQRsS6bC2A7duwgPT0dFxcXgoKC8mx3dHS0PHtyy5YtJVZHZmYmERERALRr1y7ffXLaC6ojNjaWIUOG0KlTJ3r16sXYsWPZuXNnidQrYotaB/jw87PteOne2yzLVhw5e4mHPtvIxF/2ciVdZ8NEpHyyuQB26NAhIPsMk4ND/vcI1K1bN9e+JSEmJsZyiTPn+xW1jujoaL755hv++OMPfvnlFyZPnkxgYCAjR44kK0sfPFI+ONrbMbJjA5aN6kDzml4AGAZ8tT6abh+uZWt0opUrFBEpfTYXwM6fz740UbFixQL3ydmWs29J1nGtWgqqw9XVlaFDh7J69Wri4uJIS0tj3759jB49GpPJxMcff8yrr75aqDouXrxIcnKy5ZWWlnaD70jEum6r6sFPT7fltW6NLI8uikm4TP8vNjF+yR4up2vJChEpe9LS0nJ9Tl+8eLFQ/WwugKWmZi/g6OTkVOA+zs7OAFy5cqXE67hWLQXV0aZNG2bOnEnHjh2pUaMGTk5ONGrUiGnTpjFt2jQApk+fXqjnaoaEhODl5WV5TZo06UbfkojVOdjb8VRIPZaP6kCgvzeQfTZs9sYY7pu+jvWHzlm3QBGRIpo0aVKuz+mQkJBC9bO5AObikr2gY3p6eoH75JwFcnV1LfE6rlXLjdQxcuRIatasSVZWFkuWLLnu/uHh4Vy4cMHyylkbTaQsq1/FnR+fassbPRrj/NfZsNjEyzz69RZemL+ThIs60ysiZcPYsWNzfU6Hh4cXqp/NBbDCXF4szGXK4qrjWrXcSB329vYEBwcDcPjw4evu7+7ujqenp+WVc9ZNpKyztzMxokNdfn2+A8EBfy8Ns2hHHJ2mhvPD9uMYhmHFCkVErs/Z2TnX57S7u3uh+tlcAGvQoAGQfQdhZmb+c0KOHj2aa9+SEBAQYFn3K+f7FVcdOcct6P2JlCd1K7sz74k7mfRgMzxdsm+8SbqcwSs//smALzZz5Gzh5lOIiJQlNhfAAgMDcXR0JDU1Nd8FTjMyMti2bRuQPdeqpDg4OFiWwdiwYUO+++S0F7WOPXv2AFCzZs2bqFDk1mFnZ2JgsD+rXwyld/MalvYt0Yl0m76O6asOkpapO4dF5NZhcwHM09PTssDp119/nWf7ggULSE5OxtfXl9DQ0BKt5cEHHwRg9uzZeZaNiI2NtSwY27dv30Ifc+XKlezevRvA8j5FJFtlD2c+GhjI7KGtqeWTPbcyPcvM9FWH6P7hOrYcTbByhSIixcPmAhjAuHHjMJlMfPXVV8ydO9fSHhUVxZgxYwB45ZVXct2dOH36dAICAhgwYECx1fHUU09RqVIl9u3bx5gxYyzrgiUkJDBo0CAyMzPp1q0bLVu2zNVvwIAB/PHHH5jNZkubYRgsWrTIUt+9995bomfwRMqy0IZVWDk6hKdC6mFv9/cCrv2/2Mxzc3dwPPGylSsUEbk5JsNGZ7m+8847vPHGG0D2gqfu7u7s3r0bs9lMjx49WLx4ca7HA40fP5633nqLkJAQwsLCch3r+PHjBAYGWr6+fPkyV65cwdnZOddkucWLF+dZ9X716tX07NmT1NRUKleujL+/P/v27ePy5csEBASwadMmqlWrlquPt7c3Fy5cwM3Njfr16+Ps7Ex0dDRnz54FoHXr1ixfvpxKlSoV+P4jIyNp2bIlERER+T4RQKS82HcqmbELd7Hzqod5O9nb8a+7ajOyY328KxS8ZI2ISGkr7Oe3TZ4Bg+yzYEuXLqVjx44kJCRw+PBhmjVrxvTp0/OEr+vJysoiISHB8spZtystLS1Xe34P9+7UqRPbt29nwIABmEwmdu3aRdWqVRkzZgyRkZF5whdkPyi8f//+1KpVi9jYWCIjIzEMg06dOvHll1+yYcOGa4YvEflb4+qe/PR0WyY80BQft+ywlZ5l5qv10dz93hq+WHtED/gWkTLHZs+AlXc6AyaSV3JqBp+FHeHr9dGkZf59id/P25VX7mtIrztqYPfXJUsREWso82fARET+ydPFkVfua0TYy6E81LImpr+yVlzSFZ6ft5P7P97AxiNaTV9EbJ8CmIiUOdW9XHm/X3OWj+rA3bdVtrTvirvAoC+3cP/HG/hmYwyJlwp+ooaIiDU5WLsAEZEb1bi6J98OC2bdobNMWr6fvaeSAYg6nkTU8SQm/LKX0IZVeDDIj46NquDiWPi5oyIiJUkBTETKvA4NKtPuuUr8vDOOL9dFs++vIJZpNli17zSr9p3Gw8WBnndUp09gTVoHVMRk0lwxEbEeBTARuSXY2Zl4MKgmDwbVZH98Mosi4/h5Zxynk7Mf7J2SmsncrceZu/U4NSu6MqRtAEPaBuBgr5kYIlL69JdHRG45jap5MrZ7Yza+1onvhrfhwUA/Kjj9ffnxxPkrTFy2j/s/3sDuuAtWrFREyiudARORW5a9nYn2DSrRvkElJqZn8tueeBZGxrH+8DkMA/acTOb+jzcwokMdXuh8m+aIiUip0RkwESkXKjg50CewJv8b3oaFT7elYVUPALLMBp+HH+W+6Wu1hIWIlBoFMBEpdwL9K7L0ufa82OU2nP6aAxaTcJlBX27htZ/+5MKVvE/FEBEpTgpgIlIuOTnY8VynBix/vj2tale0tM/bdpzOU8NZsfuUFasTkVudApiIlGv1q3jww5N3MeGBprg7Z0+LPZuSxlPfRfLEt9s5mXTFyhWKyK1IAUxEyj07OxOP3VmblS/cTadGVSztK/eepvPUcD4PP0JGlvkaRxARKRoFMBGRv9TwduWrwa2YMTCQSu5OAFxOz2LSr/vp/uE6Nh9NsHKFInKrUAATEbmKyWSiV/MarH4xlH/dVdvywO9DZy4y4IvNjJm/k7MpadYtUkTKPAUwEZF8eLk68vb9TVnybHua1/SytC/cEUfHD8L4ZmMMWWbDihWKSFmmACYicg3Nanqx8Jl2vNOnKV6ujkD2Y43eXLKH+z9ez47Y81auUETKIgUwEZHrsLcz8Uib2vzxYgj9Wta0tO+OS+bBTzfy8oIozqSkWrFCESlrFMBERArJ192ZKf2a8+NTd9GoWvZK+oYBCyJOcM+UMD4NO0JaZpaVqxSRskABTESkiFoF+PDLc+35d88meLhkrx12KT2Ld1fsp8vUtfy2Jx7D0PwwESmYApiIyA1wsLdjePs6hL0UyiNt/LH7627J2MTLPPm/CB75agv745OtW6SI2CwFMBGRm+Dr7sw7fZqxbFQH7qrra2nfeCSB7h+u442fd5F4Kd2KFYqILVIAExEpBo2rezLn8TZ89mhL/H0qAGA24LvNsYROWcNX646SnqnV9EUkmwKYiEgxMZlM3Ne0GitfuJtX7muIm5M9AMmpmUxcto97p4VrfpiIAApgIiLFzsXRnmdC67PmpVD6taxpWU0/JiF7ftjALzezO+6CdYsUEatSABMRKSFVPF2Y0q85S0e2p00dH0v75qOJ9Prvel5eEMXpZK0fJlIeKYCJiJSwpn5ezHviTj57tCW1fbPnh1nWD3s/jI9WH+JKutYPEylPFMBEREpBzvyw318I4Y0ejS3rh11Oz2Lq7wfp+EEYP0Wc0PMlRcoJBTARkVLk5GDHiA51CX/5HgbfVRv7vxYQO3UhlRcXRNHjo3WEHTijifoitzgFMBERK/Bxc+Kt+5vy2+gO3NOwsqV9f3wKQ2Zt45GvtrDrhCbqi9yqFMBERKyofhUPZg0NZs6INjTz87K0bzySQK//rue5uTuITbhsxQpFpCQogImI2IC29Sux+Nl2zBgYaFnIFWBp1Ek6TQ1j/JI9JFxMs2KFIlKcFMBERGyEnZ2JXs1rsGpMCON7NcHHzQmAjCyD2RtjCJkSxozVh7iUlmnlSkXkZimAiYjYGCcHO4a0q0P4y6E817E+Lo7Zf6ovpmXywe8Hufu9NcxcH01appauECmrFMBERGyUh4sjL97bkPCX72FgsL/ljsmES+m8/cteOr4fzg/bjpOZpWdMipQ1CmAiIjauqqcLkx5sxsoX7qbHHdUt7XFJV3jlpz/pOn0ty3edwqw1xETKDAUwEZEyol5ldz4eFMQvz7Un9KqlK46cvcQz30fS++P1hB88qzXERMoABTARkTKmqZ8Xs4cG88OTd9E6oKKlfXdcMoNnbqX/F5uJOJZoxQpF5HoUwEREyqjgOj788ORdzBramttreFrat0Yn0vfTTQyfvY29J5OtWKGIFMTB2gWIiMiNM5lM3NOwCiENKvPr7ng+WHmAo+cuAbB6/xn+OHCGXnfUYEyX2wio5GblakUkh86AiYjcAuzsTPS4ozorX7ibd/s2o7qXCwCGAUuiTtJ5ajivL9pF/IVUK1cqIqAAJiJyS3Gwt6N/a3/WvBTKGz0aWxZzzTQbzNkSS8iUNUxavo/zl9KtXKlI+aYAJiJyC3JxtGdEh7qEvxzK6M4NcHfOnnGSlmnm87VHufu9NUz5bb8ebyRiJQpgIiK3MA8XR0Z3vo21r9zDiPZ1cHLI/rOfkpbJx2uO0P7dNUz8ZS+nk3VpUqQ0KYCJiJQDPm5OvNGzCeEvhzIw2B9H++xV9a9kZPHV+mg6vLuGN37exfHEy1auVKR8UAATESlHqnu5MunBZoS/fA9D2gbg/NcZsfQsM99tjuWe98N4aUEUR89etHKlIrc2BTARkXKohrcr43vfzvpXO/JUSD3cnOyB7Mn6P0acoNPUcEbOidQ6YiIlRAFMRKQcq+zhzGvdGrHhtY4836kBni7Zk/UNA3758xTdP1rHkFlb2XI0QY84EilGCmAiIoJ3BSde6HIbG17ryKv3NcL3r+UrAMIOnKX/F5t58NONrNwTr4d+ixQDBTAREbHwcHHk6dB6rH+1I2/ffzt+3q6WbTtik3jifxHcO30tP0acID3TbMVKRco2BTAREcnD1cmef90VQNjLoUzv34KGVT0s2w6fuchLC6IInbKGr9dHczk904qVipRNCmAiIlIgR3s7Hgj0Y8XoDswa0prgAB/LtpMXUpnwy17ueT+MnyJO6NKkSBEogImIyHWZTCbuaVSFH566ix+fuovOjatYtp1OTuPFBVE88MkGtkYnWrFKkbJDAUxERIqkVYAPXw1uzW+j76Zz46qW9j9PXODhzzfxzPcRxCZoQVeRa1EAExGRG9KwmgdfDW7F9yPa0Kja33PElu+Kp/PUcCb9uo/k1AwrVihiuxTARETkprSrX4llozow6cFmVHLPXr4iPcvM5+FHuWdKGN9tPkZmlu6YFLmaTQew5cuX07lzZ3x8fHBzcyMoKIgZM2ZgNhftP+T4+Hi+/fZbRo4cSXBwMM7OzphMJkaMGFGo/vv27eORRx6hevXquLi4UK9ePV566SWSkpKu2S8uLo4nnniCWrVq4ezsjL+/P08++SRxcXFFql9ExNbZ25kYGOzPmpdCeTq0nuWh3wmX0nnj5910+3Adq/ae1mKuIn+x2QA2efJkevTowerVq6lYsSL169cnKiqKUaNG0adPnyKFsHnz5jF48GA+/vhjtm3bRnp6eqH7rlmzhpYtWzJnzhyysrK4/fbbiY+P54MPPqBly5acPn0633579+7ljjvu4MsvvyQlJYWmTZuSnJzMF198QfPmzdm/f3+haxARKSs8XBx59b5GrB4TQo87qlvaD525yIhvt/Pw55uIOKaJ+iI2GcA2bdrE66+/jp2dHXPmzOHIkSNERUURGRlJ1apVWbJkCVOnTi308Tw9PenSpQvjxo1j8eLFPPfcc4Xql5KSQv/+/bly5QqjRo0iLi6OiIgIYmNjadeuHUePHmX48OF5+mVlZdGvXz8SExPp27cvJ0+eJCIigri4OB588EESEhLo379/kc/kiYiUFbV8KvDxoCB+fOouWtTytrRvizlP30838fi32zl0OsV6BYpYmU0GsIkTJ2IYBiNGjGDgwIGW9ubNm1uC1+TJk8nIKNzkzmHDhrFy5UomTpxI79698fHxuX4n4LPPPuPs2bM0btyYqVOn4ujoCICvry9z5szBwcGBZcuWERkZmavfwoUL2bt3L76+vsyaNYsKFSoA4ObmxuzZs/H19eXPP/9k8eLFhapDRKSsahXgw6Jn2vLZoy2pW9nN0v773tN0nb6WV3/8k1MXrlixQhHrsLkAlpyczKpVqwDyPbvUr18/PD09SUhIYM2aNSVay8KFCwEYMmQI9vb2ubb5+/vTuXNnAH788cd8+z388MN4eHjk2ubh4UG/fv0AWLBgQYnULSJiS0wmE/c1rcbK0Xcz6cFmVPV0BsBswPztxwmdEsakX/eRdLnw00NEyjqbC2A7duwgPT0dFxcXgoKC8mx3dHSkdevWAGzZsqXE6sjMzCQiIgKAdu3a5btPTvs/69i8efMN9RMRuZU52NsxMNifsJfu4ZX7GuLh4gBAWmb2HZNBE36n67S1vLQgim83xbAj9jypGVlWrlqkZDhYu4B/OnToEJB9hsnBIf/y6taty+rVqy37loSYmBjLJc66desWWAeQq4709HRiY2ML1S/ne+Rc2hQRKQ9cnex5JrQ+A1v782n4EWZvjCE904zZgAOnUzhwOoUfI04A4GBn4raqHtxR04tmNb1oVduHhtU8rvMdRGyfzQWw8+fPA1CxYsUC98nZlrNvSdZxrVryq+PChQuWyfXX62c2m0lOTsbX17fAOi5evEhycrLla2dnZ5ydnQv5LkREbFdFNyde796YwW0D+HLtUbZGJ3LwdAqZVz1TMtNssPdUMntPJTNv23EA2tX35bmODbizbsF/O0VKS1paGmlpaZavL168WKh+NhfAUlNTAXBycipwn5wAcuVKyU3czKnjWrXkV0dR+v2zb35CQkJyff3mm28yfvz4a/YRESlL/LxdGd/7dgBSM7LYdyqZXXEX+PPEBXaduMChMylc/ZzvDYcT2HA4geAAH0Z1akC7+r6YTCYrVS/l3aRJk3jrrbeK3M/mApiLiwvANdfqykmarq6uJV5HTi1Xf32tOv7ZLz9XJ+XrvYfw8HBatGhh+Vpnv0TkVubiaE+gf0UC/f++gnA5PZO9J5PZEZvEd1uOceyv50xujUnk0a+3EOjvzaiODQhtWFlBTErd2LFjGTNmjOXrnTt35jl5kh+bC2CFubxYmMuUxVVHzverXr16nn3yq8PLyws7OzvMZnOB7yGn3c7ODk9Pz2vW4e7uft19RERuZRWcHGgV4EOrAB+GtgtgSdRJ/rvmMEfPXgJgR2wSQ2dvo5mfF891rE+XJlUVxKTU/HNqkLu7e6H62dxdkA0aNAAgNjaWzMzMfPc5evRorn1LQkBAgGVyfM73K0wdTk5O+Pv7F6rf1d9DRESuz8HejgeDavL7CyHMGBhIw6p/T8jfFXeBJ/4XQbcP17EtRqvti22zuQAWGBiIo6MjqampeRY4BcjIyGDbtm0AtGnTpsTqcHBwsCyDsWHDhnz3yWn/Zx05Xxe1n4iIFI69nYlezWvw6/Md+OzRIJpU//tKwf74FPp/vomPVh8iy6xnT4ptsrkA5unpaVng9Ouvv86zfcGCBZY7B0NDQ0u0lgcffBCA2bNnk5WVey2a2NhYy4Kxffv2zbffDz/8QEpK7kdtpKSkWBZgfeihh0qkbhGR8sLOzsR9TauzbFR7vh7cimZ+XkD2Iq9Tfz/Io19t4XRy6nWOIlL6bC6AAYwbNw6TycRXX33F3LlzLe1RUVGWiW6vvPJKrrsMp0+fTkBAAAMGDCi2Op566ikqVarEvn37GDNmjGVdsISEBAYNGkRmZibdunWjZcuWufr17duXRo0akZCQwNChQ7l8OXvC6KVLlxg6dCgJCQk0bdqUBx54oNhqFREpz0wmE50aV+XnZ9vxQufbsPtrCtimowl0+3Ada/afsW6BIv9gkwGsXbt2TJgwAbPZzKBBg6hXrx7NmzcnKCiI06dP06NHD1588cVcfZKSkjh27Bjx8fF5jnf8+HEqVapkeb333nsAfPfdd7na/3nJ0NPTk3nz5uHi4sJHH32En58frVq1wt/fnw0bNhAQEMDMmTPzfD97e3sWLFhAxYoV+emnn6hRowatWrXCz8+Pn376CR8fH+bPn4+dnU0Ov4hImWVvZ+L5zg2Y+/idVPPMvis98VI6Q2dvY+Ive0nPNFu5QpFsNpsAxo0bx9KlS+nYsSMJCQkcPnyYZs2aMX36dBYvXpzn2YzXkpWVRUJCguWVs/ZWWlparvb8Hu7dqVMntm/fzoABAzCZTOzatYuqVasyZswYIiMjqVatWr7fs2nTpkRFRTFixAjc3d3ZtWsX7u7uPP7440RFRdGkSZMbGxgREbmuNnV9+fX5DnRuXMXS9tX6aB76bCMx5y5ZsTKRbCbDMDRD0QZFRkbSsmVLIiIi8n0mpoiIXJ9hGMzeGMOk5ftJz8o+++Xu7MA7fZpyfws/K1cnt6LCfn7b7BkwERGRm2UymRjarg4Ln2lLnUpuAFxMy+T5eTt56n8RHIhPuc4RREqGApiIiNzymvp5sfS59jwY+PdZrxV74rnvw7WMnBPJ4TMKYlK6FMBERKRccHd2YGr/Fkx9uDmV3LNXLjcM+OXPU3SZtpbn5+3gyNnCPUhZ5GYpgImISLnyYFBN1r1yD+O6N8bXLXs5I8OAxTtP0mVqOGPm79REfSlxNvcsSBERkZLm6mTP43fX5ZE7/fl20zE+Dz/C+csZmA1YuCOOxVEn6RPoR+fGVXF2sMPJwQ5H+5z/NeFk/3dbZQ9nHO11PkOKRgFMRETKrQpODjwVUo9H76zNNxtj+HLdUZIuZ5BlNvgx4gQ/Rpy47jG8Kzgy8p76PHZXbZwdCr9EkpRviuwiIlLuuTs78Ow99Vn3yj282OU2PF0Kf34i6XIGE5fto9MH4SzeGYdZz5+UQtAZMBERkb94uDjyXKcGDG4XwK+7TpFwKZ2MTIOMLDPpWWbSM83Z//7rf89fzmDtobMYBpw4f4Xn5+3kq3XRjO3eiLb1Kln77YgNUwATERH5B08XR/q39i/UvntOXmDyr/tZd+gcALviLjDoyy3c07Ayr3VrTMNqHiVZqpRRugQpIiJyE26v4cX/hrfh22HBNK7uaWlfc+As3T5cyys/RhF/IdWKFYotUgATEREpBnffVpllz7Vn6sPNqeGV/SBwswE/bD9B6PtrWPbnKStXKLZEAUxERKSY2NmZeDCoJn+8FMpr3Rrh8ddk/tQMMyPnRvK/TTHWLVBshgKYiIhIMXNxtOepkHqsffkey+OPDAP+vXgPU38/iGHoTsnyTgFMRESkhFR0c+KDh5vzTGg9S9tHqw8x7ufdZGm5inJNAUxERKQEmUwmXrmvEf/Xs4mlbc6WWJ79PpLUjCwrVibWpAAmIiJSCoa1r8OHA1rgYGcCYMWeeIbM2kpyaoaVKxNrUAATEREpJfe38OPrIa2p4JT9yKLNRxMZ8PlmzqRce5kKs9kg5twltsckciktszRKlRKmhVhFRERKUchtlZnz+J0MnbWV85cz2HsqmYc+3cT/hgfj71OBsxfTOBh/kf3xyRyIT+Hg6RQOnr7Ilb8uV/q6OfFy14b0a1UL+7/OpknZowAmIiJSylrU8mbBU20ZPHMrcUlXiE28TK8Z63GwtyPxUvo1+yZcSue1hbv4bssx3ux1O60DfEqpailOugQpIiJiBfWruPPT0225rao7AMmpmfmGL5MJAnwr0PX2qnRqVMXSvjsumX6fbeK5uTs4mXSl1OqW4qEzYCIiIlZSzcuFBU+25anvIth0NIFK7s40quZBw2oeNKya/b8NqrpTwenvj+vNRxN4a+le9p1KBmBp1El+3xvP0yH1eeLuurj+Nb9MbJsCmIiIiBV5VXBkzuNtuJKRlStoFeTOur788lx75m2L5f3fDnD+cgapGWamrTrID9uPM7Z7I3o0q47JpPlhtkyXIEVERKzMZDIVKnzlsLcz8Uib2oS9dA/D2tWxLG0Rl3SFkXN20PfTjazedxqzFnu1WQpgIiIiZZRXBUf+r1cTVozuQIcGlSztkbFJDP9mO/d9uJaFkSfIyDJbsUrJjwKYiIhIGVe/igffDgvm68GtaFDF3dJ+8PRFxvwQReiUMGZtiOZyutYQsxUKYCIiIrcAk8lEp8ZV+W303Xz1r1YE+XtbtsUlXeGtpXtpN/kPPlx1iPPXWepCSp4m4YuIiNxC7OxMdG5SlU6Nq7At5jyfhR/hj/1nADh/OYNpqw7y+dojPNyqFv1a1aRJdU9N2LcCBTAREZFbkMlkIriOD8F1fNh3KpnPw4+w9M9TZJkNLqdnMXtjDLM3xtComgcPBvnxQAs/qni6WLvsckOXIEVERG5xjat7Mn1AIGEvhTL4rto4O/z98b8/PoX/LN/PnZNWM3jmVhbvjCP1r8ceScnRGTAREZFyopZPBd66vyljujTkl10n+SniBJGxSQCYDQg/eJbwg2fxcHage7Pq9G1Zk9YBFXWJsgQogImIiJQzXhUceaRNbR5pU5voc5dYFHmCnyLjiPvrkUYpaZnM336c+duPU6+yGwOD/XmoZU28KzhZufJbhy5BioiIlGN1Krkx5t6GrHvlHuY9cScPt6qJu/Pf52eOnL3ExGX7CP7PasbM38n2mEQMQwu83iydARMRERHs7EzcWdeXO+v68lbvpvy2J565W2PZEp0IQHqmmYU74li4I47bqrozKNifPkE18XJ1tHLlZZMCmIiIiOTi6mTPA4F+PBDox+EzF5m7NZafIk+QdDkDyF7gdfzSvUxesZ+ed9TgsTtr07yWt3WLLmMUwERERKRA9au48++eTXi5a0N+3X2KOVti2RZzHoDUDDM/Rpzgx4gTtKjlzeC2tenerDrODvZWrtr2KYCJiIjIdbk42tMnsCZ9Amty8HQKc7ZknxVLSc1+vNHO40nsnJ/ExF/2MTDYn0fu9Ke6l6uVq7ZdmoQvIiIiRXJbVQ/G976dra935t2+zWhc3dOyLeFSOv9dc5j2767h6e8i2HQkQZP286EzYCIiInJDXJ3s6d/an4db1WL7sfN8szGGFbvjyTQbZJkNft0dz6+742lY1YN/ta1Nn0A/KjgpeoACmIiIiNwkk8lE6wAfWgf4cDo5lTlbYpmzNZazKWkAHDidwrhFu5n8634eblWLx+6sTUAlNytXbV26BCkiIiLFpqqnCy90uY0Nr3bko4GBtKpd0bItJTWTr9dHE/p+GENmbWXNgTOYzeXz8qTOgImIiEixc3Kwo3fzGvRuXoPdcRf4dlMMi3eeJC3TDEDYgbOEHThLgG8FHrsrgIdalq81xXQGTEREREpUUz8v3nuoOZvHduK1bo3w8/777siYhMtM+GUvd01azfgle0i4mGbFSkuPApiIiIiUiopuTjwVUo+1r9zDF4+1pH39SpZtl9OzmL0xhpApYXy85jCpGVlWrLTkKYCJiIhIqbK3M3Hv7dX4bkQbVo25m3/dVRtXx+zFWy+mZTLltwN0fD+MhZEnbtk5YgpgIiIiYjX1q3jw9v1NCX85lIHB/tiZsttPXkhlzA9R9PrvejYePmfdIkuAApiIiIhYXRVPFyY92IwVo+/mnoaVLe17TiYz6KstDJu9jUOnU6xYYfFSABMRERGbcVtVD2YNDeb7EW1octUK+3/sP0PX6WsZM38nK3bHk5KaYcUqb56WoRARERGb065+JX55rj0/74xjym8HOHUhFbMBC3fEsXBHHA52JlrWrkhowyqE3FaZxtU9MJlM1i670BTARERExCbZ2Zl4MKgm3ZtV5+v10XwWdoSUtOyHf2eaDbZEJ7IlOpF3V+ynioczIbdVJrRhFdrV98W7gpOVq782BTARERGxaS6O9jx7T32GtavD5qMJhB04Q9jBsxxLuGzZ50xKGgsiTrAg4gQA1TxdqF/FnfpV3KlXxZ36lbP/XcndySbOlCmAiYiISJng6mTPPY2qcE+jKgDEnLtE2IEzhB88y6ajCaRmmC37xienEp+cyvp/3EHpXcHREsYaV/dkcNuA0nwLFgpgIiIiUiYFVHJjSKU6DGlXh9SMLLZGJxJ24Cx/nkji8NmLJF3OO1E/6XIG24+dZ/ux8zSs6qEAJiIiInKjXBztufu2ytx9W/YSFoZhkHApncNnLuZ5xSenAlC/irvV6lUAExERkVuOyWSikrszldydubOub65tKakZHDl7CUd7680FUwATERGRcsXDxZEWtbytWoNNL8S6fPlyOnfujI+PD25ubgQFBTFjxgzMZvP1O+dj06ZN3H///VSuXBlXV1eaNGnChAkTSE1NLbBPWloaH3zwAS1btsTd3R0PDw9at27NJ598UmAdYWFhmEyma74+++yzG3oPIiIiUvbZ7BmwyZMnM3bsWADq1q2Lu7s7UVFRjBo1ilWrVrFo0SLs7AqfH7///nsGDx5MVlYWfn5+1KpVi927d/N///d/LF26lLCwMCpUqJCrT0pKCl26dGHLli2YTCYaN26Mo6MjO3bsYPv27fz6668sWrQIB4f8h9HT05NmzZrlu6169eqFrl1ERERuMYYN2rhxo2EymQw7Oztjzpw5lvadO3caVatWNQBjypQphT5edHS04ezsbADGe++9Z5jNZsMwDCMmJsZo2LChARjPPvtsnn5Dhw41AKNGjRrGzp07cx3v9ttvNwDj7bffztNvzZo1BmCEhIQU4V3nFhERYQBGRETEDR9DRERESldhP79t8hLkxIkTMQyDESNGMHDgQEt78+bNmTp1KpB9hiwjo3DPgZoyZQppaWnce++9vPzyy5YF2GrXrs3MmTMB+OKLLzh9+rSlT0JCAt9++y0AU6dOpXnz5pZtAQEBfPXVV5ZjX7p06SberYiIiJQ3NhfAkpOTWbVqFQDDhw/Ps71fv354enqSkJDAmjVrrns8wzBYtGhRgcdr27YtjRo1IiMjg8WLF1vat2zZQlZWFnZ2dvTp0ydPvzvvvBM/Pz9SUlJYsWJFod+fiIiIiM0FsB07dpCeno6LiwtBQUF5tjs6OtK6dWsgOyRdT2xsLKdOnQKgXbt2+e6T03718c6fPw9A5cqVcXLK/3lSfn5+AGzevLnA7z1kyBA6depEr169GDt2LDt37rxuzSIiInJrs7lJ+IcOHQLA39+/wMntdevWZfXq1ZZ9C3M8Z2dnatSoUeDxrt4XwMvLC4Bz586Rnp6ebwiLi4sD4MCBA/keNzo6mujoaMvXv/zyC5MnT+bZZ5/lww8/xN7e/rr1X7x4keTkZMvXzs7OODs7X7efiIiIlLy0tDTS0tIsX1+8eLFQ/WzuDFjOmaeKFSsWuE/Otpx9C3M8b2/vAh++md/xWrVqhclkIisrK9elyRxbt261BLB/1uHq6srQoUNZvXo1cXFxpKWlsW/fPkaPHo3JZOLjjz/m1VdfvW7tACEhIXh5eVlekyZNKlQ/ERERKXmTJk3K9TkdEhJSqH42F8By1uQq6LIfYDkDdOXKlRI7XrVq1Sxzv0aPHp3r8uTBgwcZMmSI5et/1tGmTRtmzpxJx44dqVGjBk5OTjRq1Ihp06Yxbdo0AKZPn57r7FhBwsPDuXDhguWVszSHiIiIWN/YsWNzfU6Hh4cXqp/NBTAXFxcA0tPTC9wn51Sfq6triR7v008/pWHDhpw8eZI777yTOnXq0LBhQxo3bsyRI0d4+OGHAXB3L/yzpEaOHEnNmjXJyspiyZIl193f3d0dT09Py+talx/T0tIYP358rlOhUnI03qVL4126NN6lS+NduopzvJ2dnXN9Thc2E9hcACvM5cXCXKb85/GSkpIwDKNIx6tSpQpbtmzhjTfeoHHjxsTHx3PmzBl69uzJli1baNCgAZB9tqyw7O3tCQ4OBuDw4cOF7lcYaWlpvPXWW/oPuJRovEuXxrt0abxLl8a7dNnCeNtcAMsJNbGxsWRmZua7z9GjR3PtW5jjpaWlcfLkySIfz8vLiwkTJrB3716uXLnC+fPnWbx4MS1atGD79u0AtGzZ8rp1XM3R0RGgwPcnIiIitzabC2CBgYE4OjqSmppKZGRknu0ZGRls27YNyJ5rdT3+/v6WM1QbNmzId5+c9sIcL0diYiJhYWEA9OzZs9D9APbs2QNAzZo1i9RPREREbg02twyFp6cnnTt35tdff+Xrr7+2XK7LsWDBApKTk/H19SU0NPS6xzOZTPTp04dPP/2Ur7/+2jJvK8fGjRvZv38/jo6O9O7du9B1vvnmm6SlpdGpUycaN25c6H4rV65k9+7dAHTu3LnA/XIm9u/bt6/Qx8659XXnzp1FmpcmN0bjXbo03qVL4126NN6lqyTHO+dz+7o3CpbGc5GKav369dd9FuS7776bq8+0adOM2rVrG/37989zvKNHjxpOTk7XfBbk008/naffn3/+aSxatMjIyMiwtKWkpBivvvqqARgVKlQw9u/fn6df//79jdWrVxtZWVmWNrPZbCxcuNCoWLGiARj33nvvNcfgu+++MwC99NJLL7300qsMvr777rtrfs6bDKOAmelW9s477/DGG28A2Quluru7s3v3bsxmMz169GDx4sW5FjIdP348b731FiEhIZZLg1f79ttvGTp0KGazGT8/P6pUqcLu3bvJyMigZcuWhIeH4+bmlqvPzz//TJ8+fXB1daVOnTo4OTmxf/9+UlNT8fb2ZuHChdxzzz15vpe3tzcXLlzAzc2N+vXr4+zsTHR0NGfPngWgdevWLF++nEqVKhX4/s+dO8dvv/1GQEBAoe72FBEREeu7cuUKMTExdO3a9Zqf8zYbwCB75fhp06YRERFBRkYGDRo0YOjQoYwcOTLPKvLXC2CQfblx0qRJbNy4kUuXLhEQEMDAgQN59dVXLctVXC06Opp3332XdevWcfz4cTIzM/H396dnz5689NJLBd79+NlnnxEWFkZUVBSnT58mJSUFb29vmjdvzoABAxg8eLBlIr6IiIiUPzYdwERERERuRTZ3F6SIiIjIrU4BTERERKSUKYDdIpYvX07nzp3x8fHBzc2NoKAgZsyYgdlstnZpZU50dDRffvkljz/+OM2bN8fBwQGTycTEiROv23fTpk3cf//9VK5cGVdXV5o0acKECRMszySV3AzDYP369bz88svceeedeHt74+TkRI0aNejbty9r1qy5Zn+Nd9H9/PPPPPnkk7Rs2ZLq1avj5OSEt7c3bdu25cMPP7zmY9s03jfvjTfewGQyXfdvisb6xgwZMsQyvgW9ChrDUh/za94jKWXCpEmTLLe91q1b17jjjjsMOzs7AzB69+6dazkMub7nn38+31uKJ0yYcM1+3333nWFvb28Ahp+fnxEYGGg4OjoagNG6dWvj0qVLpfQOyo5Vq1ZZxtfOzs647bbbjMDAQMPd3d3S/sYbb+TbV+N9Y9q1a2cAhrOzs1GnTh2jVatWhp+fn2W8W7ZsaZw/fz5PP433zdu7d69lSaRr/U3RWN+4wYMHG4DRoEEDo127dvm+0tLS8vSzxpgrgJVxGzduvO6aaVOmTLFihWXPhAkTjJ49expvv/228euvvxp9+/a9bgCLjo42nJ2dDSh4rblnn322tN5CmfH7778b9evXNz755BMjMTHR0p6WlmaMHTvW8kG1dOnSXP003jdu1qxZxpo1a4z09PRc7Zs2bTJq1qxpAMYzzzyTa5vG++aZzWajQ4cOhpubm9GxY8cC/6ZorG9OTgCbNWtWoftYa8wVwMq47t27G4DxxBNP5Nn2/fffG4Dh6+ub54+tFF7Of9DXCmDPPPOMAfkvsLthwwYDMBwdHY34+PiSLLXMuXDhQq6Fjv+pW7duljO5V9N4l4wffvjBAIwaNWrkatd437wvv/zSgOxFxK/1N0VjfXNuJIBZa8w1B6wMS05OZtWqVQAMHz48z/Z+/frh6elJQkLCdefSyI0zDINFixYB+f8c2rZtS6NGjcjIyGDx4sWlXZ5N8/T0xMGh4CeidenSBYCDBw9a2jTeJadRo0YAXL582dKm8b55Z8+e5dVXX6VJkya88MILBe6nsS591hxzBbAybMeOHaSnp+Pi4kJQUFCe7Y6OjrRu3RqALVu2lHZ55UZsbCynTp0CoF27dvnuk9Oun0PR5Ex+vfppEBrvkrNp0yaAXH9PNN4374UXXiAxMZFPPvnkmotwa6yLz48//sgDDzxAx44dGTBgADNmzODChQt59rPmmNvcw7il8A4dOgSAv79/gWcR6taty+rVqy37SvHLGVtnZ2dq1KiR7z5169bNta9cn2EYLFiwAMj9h1HjXbyysrI4deoUS5Ys4bXXXsPNzY1JkyZZtmu8b87q1av5/vvvefTRRwkJCbnmvhrr4rNs2bJcX8+fP58333yTOXPmcN9991narTnmOgNWhp0/fx6AihUrFrhPzracfaX45Yytt7c3JpMp3330cyi6L7/8kh07duDk5MTo0aMt7Rrv4jF9+nRMJhMODg7UqlWLZ599lk6dOrF582aCg4Mt+2m8b1xqaipPPfUUXl5evP/++9fdX2N98+rVq8d//vMfoqKiSE5OJiUlhZUrV9KmTRvOnz/PAw88wPbt2y37W3PMFcDKsJzLM05OTgXu4+zsDGQ/HFRKhn4OxS8yMpLnn38egIkTJ1KvXj3LNo138fDz86Ndu3YEBwdTtWpVANasWcPcuXPJysqy7KfxvnETJ07k8OHDvPPOO5YxvhaN9c3797//zdixY7njjjvw8PDA3d2dLl26sHbtWoKDg0lLS+PVV1+17G/NMVcAK8NyHiB+rYUT09LSgNxzaKR46edQvKKjo+nZsyepqakMGjSIl156Kdd2jXfx6NevH+vXr2fLli3Ex8ezefNmAgIC+M9//sPIkSMt+2m8b8y+ffuYMmUKQUFBPP3004Xqo7EuOU5OTkyYMAGAsLAwy9ksa465AlgZVpjTooW5TCk3J2dsk5KSMAp4tr1+DoUTHx9Ply5dOHXqFD169GD27Nl5LgtovEtGmzZtWL58Oc7OznzxxRccO3YM0HjfqGeeeYbMzEw+/fRT7OwK91GrsS5Zd911FwBms5mjR48C1h1zBbAyrEGDBkD2XRyZmZn57pPzS5azrxS/nLFNS0vj5MmT+e6jn8P1JSYm0qVLF44cOUJISAgLFizI944xjXfJqVGjBi1atMBsNhMVFQVovG/Ujh07MJlM9O7dm2rVquV6zZ8/H4B3332XatWqWe5W11iXrKv/nuR8ZlpzzBXAyrDAwEAcHR1JTU0lMjIyz/aMjAy2bdsGZP+/WykZ/v7+VKtWDYANGzbku09Ou34O+bt48SLdu3dn9+7dtG7dmqVLlxZ4ul/jXbJyPphy/lfjfeOysrI4ffp0nlfOvKOLFy9y+vRpzp49C2isS9qePXss/65ZsyZg3TFXACvDPD096dy5MwBff/11nu0LFiwgOTkZX19fQkNDS7m68sNkMtGnTx8g/5/Dxo0b2b9/P46OjvTu3bu0y7N5aWlp3H///WzZsoXbb7+dFStW4OHhUeD+Gu+SExMTYznz1bx5c0DjfaNyLmnl9xo8eDAAEyZMwDAMYmJiAI11Sfvggw+A7AWH/fz8ACuPebGuqy+lbv369dd9FuS7775rxQrLvsI8iujo0aOWh+wW9Cyxp59+urRKLjMyMzONBx54wACMevXqGSdPnixUP433jdm+fbvxf//3f8aRI0fybPv111+NRo0aGYDRvXv3XNs03sXrWn9TNNY3buXKlcZrr71mHD16NFd7UlKS8dxzz1meLXv1Z6VhWG/MFcBuARMnTrT8YtWtW9e44447DDs7OwMwevToYWRmZlq7xDJl/fr1hq+vr+WV85DWChUq5GqPjY3N1e+bb76xjLufn58RGBhoODo6GoDRsmVL4+LFi1Z6R7Zrzpw5lt/dBg0aGO3atcv39dBDD+Xpq/EuujVr1ljGu1q1akarVq2MO+64w/D29ra0t27d2jh79myevhrv4nO9/1Onsb4xixYtsvwe+/n5Ga1btzZatGhhCVcmk8l488038+1rjTFXALtFLF261OjYsaPh5eVlVKhQwWjevLkxffp0ha8bcPWH1LVe0dHRefpu2LDB6Nmzp+Hj42M4OzsbDRs2NMaPH29cuXKl9N9IGTBr1qxCjXXt2rXz7a/xLprExETjww8/NHr37m3Uq1fPcHd3N5ycnIzq1asb3bp1M2bNmnXNh6NrvItHYc6qa6yLLjY21hg3bpzRsWNHw9/f33B1dTVcXFyMOnXqGP/617+MzZs3X7N/aY+5yTAKuO9SREREREqEJuGLiIiIlDIFMBEREZFSpgAmIiIiUsoUwERERERKmQKYiIiISClTABMREREpZQpgIiIiIqVMAUxERESklCmAiYiIiJQyBTARkTIgLCwMk8nE+PHjrV2KiBQDBTARuSXFxMRgMpm47777LG1DhgzBZDIRExNjvcKuwWQyERoaau0yRKQUOFi7ABERub7g4GD27dtHpUqVrF2KiBQDBTARkTKgQoUKNGrUyNpliEgx0SVIESkXAgIC+OabbwCoU6cOJpMp30t+0dHRjBgxAn9/f5ydnalevTpDhgzh2LFjeY6Z0z8uLo4hQ4ZQrVo17OzsCAsLA2DNmjUMGzaMhg0b4u7ujru7O61ateKLL77IdZyc+V0A4eHhltpMJhOzZ8/OtU9+c8D27NlD//79qVKlCs7OztSpU4cXXniBxMTEfMchICCAS5cuMWbMGPz8/HB2duaOO+7gxx9/LOKoisiN0hkwESkXRo8ezezZs4mKiuL555/H29sbyA4kObZs2ULXrl25dOkSvXr1on79+sTExPD999/z66+/smnTJurWrZvruAkJCdx11134+PjQv39/0tPT8fT0BODdd9/l8OHD3HnnnfTp04ekpCRWrFjBk08+yYEDB/jggw8sNbz55pu89dZb1K5dmyFDhliO36JFi2u+r40bN3LvvfeSlpbGQw89REBAAJs3b2b69OksW7aMTZs24evrm6tPRkYG9957L4mJiTz44INcvnyZefPm8fDDD7NixQruvffeGxtkESk8Q0TkFhQdHW0ARteuXS1tgwcPNgAjOjo6z/7p6elGQECA4eHhYezcuTPXtnXr1hn29vZGz549c7UDBmAMHTrUyMzMzHPMo0eP5mnLyMgwunTpYtjb2xvHjh3Lc7yQkJB838+aNWsMwHjzzTctbVlZWUaDBg0MwFixYkWu/ceOHWsAxvDhw3O1165d2wCM+++/30hLS7O0r1q1Ks94iUjJ0SVIERHgl19+ISYmhldeeYXmzZvn2ta+fXvuv/9+li9fTnJycq5tTk5OvPfee9jb2+c5Zp06dfK0OTg48NRTT5GVlcWaNWtuquYNGzZw6NAhunXrRteuXXNtGzduHL6+vsyZM4f09PQ8fadNm4aTk5Pl606dOlG7dm22bdt2UzWJSOHoEqSICLB582YA9u/fn+88q/j4eMxmMwcPHqRVq1aW9jp16hR4Z2JKSgrvv/8+P//8M0eOHOHSpUu5tp88efKmat6xYwdAvktXuLm50apVK3777TcOHjxI06ZNLdu8vb3zDYc1a9Zk06ZNN1WTiBSOApiICFgmrH///ffX3O+fIapq1ar57peenk5oaCiRkZEEBgby2GOP4evri4ODAzExMXzzzTekpaXdVM05Z+MKqqFatWoAXLhwIVe7l5dXvvs7ODhgNptvqiYRKRwFMBERsEycX7p0KT179ix0v5y7F/9p8eLFREZGMmLECL788stc2+bNm2e5I/Nm5NR8+vTpfLfntOfsJyK2Q3PARKTcyJmnlZWVlWdbmzZtAIrtEtyRI0cA6N27d55t69aty7ePnZ1dvrUVJDAwEMCy7MXVLl++zPbt23F1daVhw4aFPqaIlA4FMBEpN3x8fAA4ceJEnm33338//v7+TJ06lbVr1+bZnpGRwfr16wv9vWrXrg2Qp094eHieM2JX15dfbQVp164d9erV49dff2XVqlW5tk2aNIlz584xcODAXJPtRcQ26BKkiJQbHTt25P333+fJJ5+kX79+uLm54e/vz6BBg3B2dubHH3+kW7duhISE0KlTJ8vE9djYWNatW4evry/79+8v1Pfq1asXAQEBvPfee+zevZumTZty4MABfvnlFx544AF++umnfOv74YcfeOihhwgMDMTe3p4ePXrQrFmzfL+HnZ0ds2fPpmvXrnTv3p1+/fpRu3ZttmzZwh9//EG9evWYPHnyjQ+YiJQYBTARKTe6devGe++9x5dffsm7775LRkYGISEhDBo0CIDWrVsTFRXFlClTWL58OevXr8fZ2Rk/Pz8eeOABBg4cWOjv5e7uzh9//MHLL7/M2rVrCQsL4/bbb+f777+natWq+QawDz/8EIA//viDRYsWYTabqVatWoEBDLKXyNi8eTNvv/02K1eu5MKFC9SoUYNRo0bx73//W8+OFLFRJsMwDGsXISIiIlKeaA6YiIiISClTABMREREpZQpgIiIiIqVMAUxERESklCmAiYiIiJQyBTARERGRUqYAJiIiIlLKFMBERERESpkCmIiIiEgpUwATERERKWUKYCIiIiKlTAFMREREpJQpgImIiIiUsv8HrOJGymlV9RAAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAkcAAAHWCAYAAAB9kS2MAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjYsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvq6yFwwAAAAlwSFlzAAAPYQAAD2EBqD+naQAAP+xJREFUeJzt3Xl4FFW+//FPhyQdoE1YJRCWEEQYRUISCY5Rg4igrKKigKMg4IYjrnAFcYgsBkGZeLlXnQFUZtgcdFAYFplgCAIBgUAcQBRIQlQ2BUIMkM5Wvz/4dd9qOyGdvSPv1/P0c6fPOXXq9BehP7equspiGIYhAAAASJJ8ansBAAAA3oRwBAAAYEI4AgAAMCEcAQAAmBCOAAAATAhHAAAAJoQjAAAAE8IRAACACeEIAADAhHAEAABgQjgCAAAwIRwBV5j4+HjdeOONuuqqq9SiRQs98MADyszMrO1lAYDXIBwBV5jk5GQ988wz2rFjh9avX6/s7GzdfffdKiwsrO2lAYBXIBwBV5j169dr5MiRuu666xQREaGFCxfq4MGDOnDgQG0vrdLy8/M1ZcoUdejQQf7+/rJYLNq0aZMyMzNlsVg0atSo2l6iV6I+gCvCEVDHde3aVRaLxfmqV6+e2rRpo/vuu09paWllbn/u3DlJUpMmTap7qdXuzTff1MyZM9W2bVtNnDhRU6dOVWhoaIljN23aJIvFori4uHLtwxEk7rrrriqZryZ489oAb+Rb2wsAUHF5eXn65ptv1KRJEz3zzDPOti1btuif//yn1q1bp507d+r6668vcfvi4mK9+OKL6tevn1q3bl2TS68Wa9eulc1m04YNG+Tn5+dsLygo0DfffKOgoKBaXJ33CgkJoT6ACeEIqMPS0tJUWFioHj16uB0VuPfee7Vy5Uq9//77euutt9y2NQxDTzzxhDIyMrR169YaWnH1OnbsmJo2beoSjCTJz89PnTt3rqVVeT/qA7jitBpQh6WmpkqSIiMj3fr69OkjSfrpp5/c+gzD0Lhx45SYmKiNGzeqefPmHu/TfIpm8+bNio2Nlc1mU5MmTTRixAj98MMPJW63efNmDRw4UM2aNZPValXHjh01ZcoUXbhwodT5U1JS1LdvXzVq1EgWi6XUNcXFxclisSgjI0NHjx51nmLs2bOnJPdrauLi4nT77bdLkl577TWX05IV+eVeeearqjrk5+dr3rx56tu3r9q0aSOr1aqrr75a9957r/bs2VOutZV1zdGiRYt00003yWazyWaz6aabbtKiRYtKXW9qaqr69u2rq666SkFBQRoyZAi/iESdwpEjoA7bvXu3pJLDUXp6uiSpU6dOLu2GYejpp5/WmjVrlJycrDZt2lRo39u3b1d8fLz69++v8ePHKzU1VcuWLdOWLVu0c+dOtWjRwjn2vffe07hx49S4cWMNHDhQzZs3186dOzVz5kwlJSUpKSlJ/v7+LvNv27ZNr7/+um6//XY9/vjjysrKKnUtjhCUkJAgSXruueckqdTrjXr27KnMzEwtWrRIsbGxzu0lqVGjRuUthcfzVWUdzpw5o+eee0633nqr+vXrp8aNGys9PV2rVq3SunXrtHnzZnXv3r3Sn/X5559XQkKCQkJCNGbMGFksFn3yyScaNWqU0tLSNHfuXJfxu3bt0pw5c9SzZ0898cQT2rNnjz799FP95z//0b59+xQQEFDu+gI1zgBQZ0VERBiSjPT0dJf21NRUo2HDhkZgYKBx8uRJl74nn3zSaNSokfHll18ax48fd77sdrtH+0xKSjIkGZKMBQsWuPS99tprhiRj9OjRzrb9+/cbvr6+RkREhHH69GmX8fHx8YYk48033yxx/oULF3q0Jod27doZ7dq1c2vPyMgwJBkjR45028/UqVPLtQ/HXH379nVpL2u+qq5DXl6e8cMPP7i179u3z7DZbEbv3r09XltJ9TEMw9i8ebMhyfjd735nZGdnO9uzs7ONzp07G5KML7/80m29y5cvd5nn4YcfNiQZy5YtK3H/gLfhtBpQR+Xn52vfvn3y8fHRokWLFBcXp8mTJ+vee+9VdHS0rr76aiUmJurqq6922e69995Tdna2br31VrVs2dL52rZtW7n236lTJ40ePdqlbcKECWrevLmWLVum/Px8SdJf/vIXFRYW6r//+7/dfhE3ceJE5/hfi4iIcJu/LqvqOlitVoWEhLi1X3/99br99tu1efNmFRQUVGrNH374oaRLp+bMF2sHBQVp6tSpLmMcbrvtNj344IMubY7179y5s1LrAWoKp9WAOurrr792fvm99tprLn3t27cv9ZSZYRhVsv+YmBi364Dq16+vqKgorV+/Xt999526dOmi7du3S7p0f6XExES3efz8/HTw4EG39ujo6CpZp7eojjrs3btXs2fP1pYtW3TixAm3MPTzzz+rZcuWFV6z49ol86k4B0fb3r17XdpLOsXr+CVkdnZ2hdcC1CTCEVBHOS7GnjRpkl5//XUZhqFjx47pT3/6k95//32NHTtWn3/+ebXt/9dHpBwc1xo57p905swZSdLMmTPLNb/5mqXfgqquw7Zt29SrVy9Jly6+79ixo2w2mywWiz799FOlpaXJbrdXas05OTny8fEp8YL9Fi1ayMfHx/nn7FDS7QB8fS991RQVFVVqPUBNIRwBddSvL8a2WCwKCQnRX/7yF23YsEEbNmzQ4cOHdc0111TL/k+dOlVi+8mTJyX935dkYGCgpEtftFdddZXH81/u12l1UVXXYebMmbLb7dqyZYtiYmJc+rZv3+7RDUDLEhgYqOLiYv30009uYfjUqVMqLi52fi7gt4RrjoA6qrSf8fv6+urhhx+WJK1YsaLa9r9161a3U3QXL17U7t27Vb9+fV177bWSpB49ekj6v9NK3qJevXqSqu5oRlnzVXUdjhw5oiZNmrgFowsXLjj/2/B0baWJiIiQdOln+r+WnJwsSerWrVu55gTqAsIRUAcVFBToP//5jxo1aqSwsDC3/kGDBkmSVq5cWW1r+Pbbb/X++++7tM2ZM0c//fSThg8f7vxJ+rhx4+Tr66tnnnlG33//vds82dnZLvflqSmOi6JLuy9TVc9X1XVo166dzp49q/379zvbioqK9NJLL7nd26qin3XkyJGSLl3TlpOT42zPyclxXufmGAP8lnBaDaiD9u/fL7vdrptvvrnE/h49eig4OFi7du3SDz/8UC2PBunTp4/GjRunNWvWqHPnzkpNTdXnn3+uNm3a6PXXX3eO69Kli9555x099dRT6tSpk/r166cOHTooJydH6enpSk5O1qhRo/Tee+9V+Rovp3PnzmrVqpWWL1+uBg0aqHXr1rJYLHrqqacq9BiNsuar6jo888wz2rBhg2655RY98MADCggI0KZNm/Tjjz+qZ8+eLkd7KvpZb7vtNj3zzDOaN2+eunTpovvuu0+GYeif//ynvv/+e40fP1633XZbuWsFeL3avZMAgIpYsGCBIcl48cUXSx0zduxYQ5LxP//zP1W6b/M9c5KTk41bb73VaNCggdGoUSNj2LBhRlZWVonbffXVV8awYcOMVq1aGX5+fkazZs2MyMhI4+WXXza++eabEucvr/Lc58gwDGP79u1GbGyscdVVVznv0ZORkXHZfZR2nyNP56vKOnz88cdGZGSk0aBBA6NZs2bGAw88YBw5csQYOXKk274vt7bS6uPw/vvvG927dzcaNGhgNGjQwOjevbvx/vvvu4y53HrLmh/wNhbDqKLf9QK4ImzatEm33367pk6dylPeAfwmef01RxkZGZo/f74ee+wxhYeHy9fXVxaLRTNmzKjQfCdOnNDf/vY3/fGPf1R0dLSsVqssFovGjh1bxSsHAAB1kddfc/T222/r7bffrrL5li9frueff77K5gMAAL8tXh+OmjVrpgEDBig6Olrdu3fXggUL9Mknn1R4vsDAQN15552Kjo5WdHS0EhMTNW/evCpcMQAAqMu8PhxNmTLF5f3y5csrNd/o0aNdnlP06/uBALi8nj17VtkjSADAG3n9NUcAAAA1iXAEAABgQjgCAAAw8fprjrzRzz//rDVr1qhly5YKCAhwtvv7+zsfmQAAAGpXfn6+8vPzne/z8vJ0/Phx9e/fX82aNSt1O8JRBXz++ecaNWpUbS8DAABUwOLFi/XQQw+V2k84qoDQ0FBJ0vz5851PHpcuf+QoNzdXsbGxSk5Ols1mq4llXtGod82i3jWLetcs6l2zqrLevz5y9N133+mxxx5zfo+XhnBUAfXr15ckRUZGKjIy0qNtHE+07tatmwIDA6ttbbiEetcs6l2zqHfNot41qzrr7Qhbju/x0nBBNgAAgAnhCAAAwIRwVEOsVqumTp0qq9Va20u5IlDvmkW9axb1rlnUu2Z5Q71/k+EoISFBoaGhGjZsWG0vxclqtSouLo6/XDWEetcs6l2zqHfNot41yxvq7fXhaOvWrWrWrJnz5Xi2Wnx8vEv7999/79wmOztbR48e1YkTJ9zm+/777122mz17tqRLP+szt2/durVmPiAAAPAqXv9rtYKCAp0+fdqt/cKFC7pw4YLzfVFRkUfzFRUVlTif3W6X3W532S8AALjyeH04qsgTwOPi4hQXF1diX2hoKE8UBwAApfL602oAAAA1iXAEAABgQjgCAAAwIRwBAACYEI4AAABMCEcAAAAmhCMAAAATwhEAAIAJ4QgAAMCEcAQAAGBCOAIAADAhHAEAAJgQjgAAAEwIRwAAACaEIwAAABPCEQAAgAnhCAAAwIRwBAAAYEI4AgAAMCEcAQAAmBCOAAAATAhHAAAAJoQjAAAAE8IRAACACeEIAADAhHAEAABgQjgCAAAwIRwBAACYEI4AAABMCEcAAAAmhCMAAAATwhEAAIAJ4QgAAMCEcAQAAGBCOAIAADAhHAEAAJgQjgAAAEwIRwAAACaEIwAAABPCEQAAgAnhCAAAwIRwBAAAYEI4AgAAMCEcAQAAmHh9OMrIyND8+fP12GOPKTw8XL6+vrJYLJoxY0al5k1JSdHgwYPVvHlz1a9fX9ddd52mT5+uvLy8Klo5AACoi3xrewFlefvtt/X2229X6ZxLlizRyJEjVVRUpJCQELVp00b79u3Tn/70J61evVqbNm1SgwYNqnSfAACgbvD6I0fNmjXTgAEDNG3aNK1bt0733XdfpebLzMzUmDFjVFRUpNmzZ+v7779XamqqDh06pE6dOmnnzp2aOHFiFa0eAADUNV5/5GjKlCku75cvX16p+ebMmSO73a4+ffpowoQJzvZ27drp/fffV0xMjP7617/q1VdfVYsWLSq1LwAAUPd4/ZGjqmQYhlauXClJGjNmjFv/zTffrM6dO6ugoECfffZZTS8PAAB4gSsqHGVlZen48eOSpJiYmBLHONp37NhRY+sCAADew+tPq1WlQ4cOSZKsVqtatWpV4piwsDCXsTVlT9ZZzVjzTY3uE5eOJgIAvM/jt4Xpri4ta2XfV1Q4Onv2rCSpUaNGslgsJY5p3Lixy9jLyc3NVU5OjvO91WqV1Wqt0Npy8gq1+2jZ+wQA4ErwU25+peew2+2y2+3O97m5uR5td0WdVnPcw8jf37/UMY5wc/HixTLni42NVVBQkPMVHx9fNQsFAACVFh8f7/I9HRsb69F2V9SRo4CAAElSfn7padSRMOvXr1/mfMnJyerWrZvzfUWPGknSbR2bKf31fhXeHleeUg5+AgD+v0mTJumFF15wvt+7d69HAemKCkeOU2bZ2dkyDKPEU2uO02mOsZdjs9kUGBhYJWuzWCx82QEAUIV+fbmLzWbzaLsr6rRax44dJV06OnTs2LESx6Snp7uMBQAAV5YrKhy1bdtWwcHBkqStW7eWOMbR3qNHjxpbFwAA8B5XVDiyWCwaMmSIJGnhwoVu/du2bdPBgwfl5+enQYMG1fTyAACAF/hNhqOEhASFhoZq2LBhbn0TJkyQv7+/NmzYoDlz5jjvc3P06FGNHj1akjR27FjnESYAAHBl8fpwtHXrVjVr1sz5cjxbLT4+3qX9+++/d26TnZ2to0eP6sSJE27ztW/fXvPnz5ePj48mTpyoNm3aKDIyUh07dtS3336rqKgozZkzp8Y+HwAA8C5e/2u1goICnT592q39woULunDhgvN9UVGRx3M+8sgjuuaaaxQfH69t27bpwIEDCgsL0/Dhw/Vf//Vfzp/8AwCAK4/F4PkJ5ZaamqqoqCjt3r1bkZGRtb0cAADgAU+/v73+tBoAAEBNIhwBAACYEI4AAABMCEcAAAAmhCMAAAATwhEAAIAJ4QgAAMCEcAQAAGBCOAIAADAhHAEAAJgQjgAAAEwIRwAAACaEIwAAABPCEQAAgAnhCAAAwIRwBAAAYEI4AgAAMCEcAQAAmBCOAAAATAhHAAAAJoQjAAAAE8IRAACACeEIAADAhHAEAABgQjgCAAAwIRwBAACYEI4AAABMCEcAAAAmhCMAAAATwhEAAIAJ4QgAAMCEcAQAAGBCOAIAADAhHAEAAJgQjgAAAEwIRwAAACaEIwAAABPCEQAAgAnhCAAAwIRwBAAAYEI4AgAAMCEcAQAAmBCOAAAATOpMOFq7dq169+6tJk2aqGHDhoqMjNS8efNUXFxc7rnOnTunP/3pT+rSpYsaNGigRo0a6bbbbtOyZcuqYeUAAKAu8a3tBXhi1qxZmjRpkiQpLCxMNptNaWlpGj9+vBITE7Vy5Ur5+HiW83788UfdfvvtOnTokOrVq6cuXbqooKBAW7Zs0ZdffqnNmzfr3Xffrc6PAwAAvJjXHzlKSUnR5MmT5ePjo6VLl+rIkSNKS0tTamqqWrRooVWrVmnu3Lkez/fwww/r0KFDuv7663X48GHt3btX+/fv1549e9SqVSu99957+vvf/16NnwgAAHgzrw9HM2bMkGEYGjt2rIYPH+5sDw8Pd4aiWbNmqaCgoMy50tLSlJSUJElasGCBQkNDS5wvLi6u6j4AAACoU7w6HOXk5CgxMVGSNGbMGLf+oUOHKjAwUKdPn3aGnsvZunWrJKl169a66aab3PqHDBkiHx8fpaena/fu3ZVcPQAAqIu8Ohzt2bNH+fn5CggIUGRkpFu/n5+funfvLknasWNHmfOdPXtWkhQSElJiv7+/v5o1ayZJ2r59e0WXDQAA6jCvDkeHDh2SJLVt21a+viVfOx4WFuYy9nKCgoIkXboouyT5+fn6+eefJUnffvttudcLAADqPq/+tZrjSE/jxo1LHePoc4y9HMdRph9++EFfffWVoqOjXfo//fRT560BPJkvNzdXOTk5zvdWq1VWq7XM7QAAQPWz2+2y2+3O97m5uR5t59VHjvLy8iRdOt1VGkcYuXjxYpnz9ejRQ1FRUZKkUaNG6bvvvnP27dixQ88//7zzvSfzxcbGKigoyPmKj48vcxsAAFAz4uPjXb6nY2NjPdrOq8NRQECApEunu0rjSIT169f3aM4lS5YoODhY33zzjX73u9+pU6dOat++vW666SZduHBBAwcOlCTZbLYy50pOTta5c+ecL8e9mAAAQO2bNGmSy/d0cnKyR9t5dTjy5JSZJ6fezDp16qQ9e/bo2WefVWhoqDIzM3X+/Hk99NBDSk1NVWBgoCQpODi4zLlsNpsCAwOdL06pAQDgPaxWq8v3tCcHPiQvv+aoY8eOkqSsrCwVFhaWeFF2enq6y1hPBAcHKyEhQQkJCW59u3btkiTn6TcAAHBl8eojRxEREfLz81NeXp5SU1Pd+gsKCrRz505Jl64nqqz9+/fr22+/VUBAgHr37l3p+QAAQN3j1eEoMDDQGVIWLlzo1r9ixQrl5OSoadOm6tmzZ6X2ZRiG85qhhx56yOPTdAAA4LfFq8ORJL3yyiuyWCxasGCBli1b5mxPS0vTCy+8IEmaOHGiyy/aEhISFBoaqmHDhrnNt2XLFm3cuFGGYTjbTp8+rUcffVSrV69WixYtNGvWrGr8RAAAwJt5fTiKiYnR9OnTVVxcrBEjRqhDhw4KDw9XZGSkTp48qf79++vFF1902SY7O1tHjx7ViRMn3ObbtWuXevfuraCgIIWHh6tr164KDg7WokWLFBISosTEROddsgEAwJXH68ORdOno0erVq9WrVy+dPn1ahw8f1g033KCEhAR99tlnqlevnsdz9ezZU4888oiCg4N15MgRZWRk6LrrrlNcXJwOHDigLl26VOMnAQAA3s5imM8vwSOpqamKiorS7t27S3zmGwAA8D6efn/XiSNHAAAANYVwBAAAYEI4AgAAMCEcAQAAmBCOAAAATAhHAAAAJoQjAAAAE8IRAACACeEIAADAhHAEAABgQjgCAAAwIRwBAACYEI4AAABMCEcAAAAmhCMAAAATwhEAAIAJ4QgAAMCEcAQAAGBCOAIAADAhHAEAAJgQjgAAAEwIRwAAACaEIwAAABPCEQAAgAnhCAAAwIRwBAAAYEI4AgAAMCEcAQAAmBCOAAAATAhHAAAAJoQjAAAAE8IRAACACeEIAADAhHAEAABgQjgCAAAwIRwBAACYEI4AAABMCEcAAAAmhCMAAAATwhEAAIAJ4QgAAMCEcAQAAGDicTgqLi7Wvn37dOzYMbe+goICbd68uUoXBgAAUBs8CkdHjx7VDTfcoK5du6pNmzYaNGiQTp8+7ew/c+aMbr/99mpbJAAAQE3xKBxNnDhRrVu3VlZWltLS0mS32xUTE+NyFMkwjGpbpCStXbtWvXv3VpMmTdSwYUNFRkZq3rx5Ki4uLvdcv/zyi6ZNm6aIiAjZbDb5+/urbdu2euihh5SamloNqwcAAHWFR+EoOTlZs2fPVuvWrdWlSxetX79et956q2699VZlZWVJkiwWS7UtctasWerfv782btyoxo0b65prrlFaWprGjx+vIUOGlCsgnTp1SjfeeKOmTp2qr7/+WsHBwbruuut09uxZLV26VNHR0Vq2bFm1fRYAAODdPApHFy5ckNVqdb63WCyaP3+++vTpo9tuu01HjhyptgWmpKRo8uTJ8vHx0dKlS3XkyBGlpaUpNTVVLVq00KpVqzR37lyP55s8ebK+++47derUSfv379fhw4e1d+9enThxQo8//riKior05JNPKicnp9o+EwAA8F4ehaNOnTpp165dbu3vvvuu+vXrpwEDBlT5whxmzJghwzA0duxYDR8+3NkeHh7uDEWzZs1SQUGBR/OtWbNGkjRnzhx17tzZ2d6wYUP97//+r5o1a6acnBxt3bq1Cj8FAACoKzwKR/fee6+WLl1aYt8777yjBx98sFquOcrJyVFiYqIkacyYMW79Q4cOVWBgoE6fPq2kpCSP5rx48aIkKSwszK3P19dX7dq1kyQVFhZWdNkAAKAO8ygcTZo0SWvXri21/913363QhdFl2bNnj/Lz8xUQEKDIyEi3fj8/P3Xv3l2StGPHDo/m7Nq1qyRp27Ztbn1nzpzRwYMH5evrq27dulV84QAAoM7y6ptAHjp0SJLUtm1b+fr6ljjGcQTIMbYscXFx8vPz04QJE/TBBx/o5MmTOn/+vLZu3aoBAwbo/Pnzevnll9WmTZuq+RAAAKBOKTlxeImzZ89Kkho3blzqGEefY2xZevXqpX//+9969dVXNXr0aJe+0NBQLV68WA899JBHc+Xm5rpcuG21Wl0uXAcAALXHbrfLbrc73+fm5nq0XYWOHH3zzTeaMGGCRo0apVmzZunnn38udeyxY8f07rvvVmQ3ysvLkyT5+/uXOsYRRhzXEnkiIyNDp06dksViUbt27XTDDTeofv36yszM1IIFC5SZmenRPLGxsQoKCnK+4uPjPV4DAACoXvHx8S7f07GxsR5tV+4jR19//bVuvvlmXbx40XkR9uzZs5WYmOi8Lig9PV0rVqzQypUrtWvXLhmGoaeeeqq8u1JAQIAkKT8/v9QxjkRYv359j+aMj4/X5MmT1blzZ+3du9d5DVJubq6ee+45LVy4UDExMTpw4ICCgoIuO1dycrLLtUkcNQIAwHtMmjRJL7zwgvP93r17PQpI5Q5H06ZN04ULFzRkyBD16dNHR44c0bvvvqsHH3xQmzZt0tixY7VhwwZJl+6aHRwcXOGf+ntyysyTU28Op06d0rRp0yRJH374oTMYSZLNZtN7772nlJQUHThwQO+8844mTZp02flsNpsCAwPL3C8AAKh5v77cxWazebRducPRV199pVtuuUWffPKJs2348OHq0aOHYmNjlZ6ertatW+vhhx/WoEGD1KNHj/Luwqljx46SpKysLBUWFpZ4UXZ6errL2MvZtWuX8vLyZLPZFB0d7dbv6+urnj176sCBAyXe1wkAAPz2lfuao2PHjumWW25xaYuIiNDAgQOVnp6uMWPGKCMjQzNnzqxUMHLM6+fnp7y8vBKfeVZQUKCdO3dKkkf7+uWXX8oc4zhV6LjeCQAAXFnKHY6Ki4ud1wKZde7cWRaLRdOmTVO9evWqZHGBgYHq3bu3JGnhwoVu/StWrFBOTo6aNm2qnj17ljmf4+hSbm6uvvrqK7f+wsJCJScnS5KuvfbaSqwcAADUVVV2nyPHL8patmxZVVNKkl555RVZLBYtWLDA5YGwaWlpzousJk6c6PKLtoSEBIWGhmrYsGEuc0VEROi6666TJI0aNUpff/21s++XX37Rk08+qQMHDkiS/vCHP1Tp5wAAAHVDhe5zNG/ePH311VeKjIxUZGSkIiIiqnpdTjExMZo+fbqmTJmiESNGaMqUKbLZbNq3b5+Ki4vVv39/vfjiiy7bZGdn6+jRowoNDXVpt1gs+vvf/67evXvr4MGD6tatm9q1a6fAwEAdOnTIeTuAGTNmKCoqqto+EwAA8F7lDkddunTRwYMHtXbtWq1du1YWi0WS5ONz6SDUq6++qoiICEVGRrqFk4p65ZVXFB4erj//+c/avXu3Tpw4oRtuuEGPPvqo/vjHP5brNF5kZKT27dunt956S+vXr1dGRoZ+/PFHNW/eXP369dPTTz+t22+/vUrWDQAA6h6LUYEnxtrtdqWlpSk1NVW7d+9Wamqq9u3bp4KCgkuT/v/A1KhRI0VERCgqKkpvvPFG1a68FqWmpioqKkq7d+8u8ZlvAADA+3j6/V2h02pWq1XR0dEuP4cvKCjQ119/7RKY/vOf/+iLL75QUlLSbyocAQCA364qe7aan5+foqKiFBUVpccee0zSpV9/7d+/X7t3766q3QAAAFSran3wrK+vr8LDwxUeHl6duwEAAKgyVfZTfgAAgN8CwhEAAIAJ4QgAAMCEcAQAAGBCOAIAADAhHAEAAJgQjgAAAEwIRwAAACaEIwAAABPCEQAAgAnhCAAAwIRwBAAAYEI4AgAAMCEcAQAAmBCOAAAATAhHAAAAJoQjAAAAE8IRAACACeEIAADAhHAEAABgQjgCAAAwIRwBAACYEI4AAABMCEcAAAAmhCMAAAATwhEAAIAJ4QgAAMCEcAQAAGBCOAIAADAhHAEAAJgQjgAAAEwIRwAAACaEIwAAABPCEQAAgAnhCAAAwIRwBAAAYEI4AgAAMCEcAQAAmBCOAAAATAhHAAAAJnUmHK1du1a9e/dWkyZN1LBhQ0VGRmrevHkqLi4u1zwWi8Wj16JFi6rpkwAAAG/mW9sL8MSsWbM0adIkSVJYWJhsNpvS0tI0fvx4JSYmauXKlfLx8SznxcTElNp39uxZHThwQJJ00003VX7hAACgzvH6cJSSkqLJkyfLx8dHixcv1vDhwyVJaWlp6tu3r1atWqW5c+fqpZde8mi+LVu2lNo3ZcoUHThwQNHR0erUqVOVrB8AANQtXn9abcaMGTIMQ2PHjnUGI0kKDw/X3LlzJV06slRQUFCp/RiGoSVLlkiSHn744UrNBQAA6i6vDkc5OTlKTEyUJI0ZM8atf+jQoQoMDNTp06eVlJRUqX19+eWXyszMlJ+fn4YNG1apuQAAQN3l1eFoz549ys/PV0BAgCIjI936/fz81L17d0nSjh07KrWvxYsXS5LuuusuNWvWrFJzAQCAusurw9GhQ4ckSW3btpWvb8mXR4WFhbmMrQi73a4VK1ZI4pQaAABXOq++IPvs2bOSpMaNG5c6xtHnGFsRq1evVnZ2toKCgjRw4ECPt8vNzVVOTo7zvdVqldVqrfA6AABA1bHb7bLb7c73ubm5Hm3n1UeO8vLyJEn+/v6ljnGEkYsXL1Z4P45TakOHDlVAQIDH28XGxiooKMj5io+Pr/AaAABA1YqPj3f5no6NjfVoO68OR46gkp+fX+oYRyKsX79+hfZx+vRprV27VpL0yCOPlGvb5ORknTt3zvly3IsJAADUvkmTJrl8TycnJ3u0nVefVvPklJknp94u56OPPlJBQYFCQ0N1yy23lGtbm82mwMDACu0XAABUr19f7mKz2TzazquPHHXs2FGSlJWVpcLCwhLHpKenu4wtL8cptT/84Q+yWCwVmgMAAPx2eHU4ioiIkJ+fn/Ly8pSamurWX1BQoJ07d0qSevToUe75jxw5opSUFEmXwhEAAIBXh6PAwED17t1bkrRw4UK3/hUrVignJ0dNmzZVz549yz3/3//+d0nicSEAAMDJq8ORJL3yyiuyWCxasGCBli1b5mxPS0vTCy+8IEmaOHGiyy/aEhISFBoaWuadrnlcCAAA+DWvD0cxMTGaPn26iouLNWLECHXo0EHh4eGKjIzUyZMn1b9/f7344osu22RnZ+vo0aM6ceJEqfOmpKTo8OHDPC4EAAC48PpwJF06erR69Wr16tVLp0+f1uHDh3XDDTcoISFBn332merVq1fuOR2n1HhcCAAAMLMYhmHU9iLqmtTUVEVFRWn37t0lPvMNAAB4H0+/v+vEkSMAAICaQjgCAAAwIRwBAACYEI4AAABMCEcAAAAmhCMAAAATwhEAAIAJ4QgAAMCEcAQAAGBCOAIAADAhHAEAAJgQjgAAAEwIRwAAACaEIwAAABPCEQAAgAnhCAAAwIRwBAAAYEI4AgAAMCEcAQAAmBCOAAAATAhHAAAAJoQjAAAAE8IRAACACeEIAADAhHAEAABgQjgCAAAwIRwBAACYEI4AAABMCEcAAAAmhCMAAAATwhEAAIAJ4QgAAMCEcAQAAGBCOAIAADAhHAEAAJgQjgAAAEwIRwAAACaEIwAAABPCEQAAgAnhCAAAwIRwBAAAYEI4AgAAMCEcAQAAmBCOAAAATOpMOFq7dq169+6tJk2aqGHDhoqMjNS8efNUXFxc4Tn/8Y9/6K677lKLFi1ktVoVEhKiu+66S++//34VrhwAANQldSIczZo1S/3799fGjRvVuHFjXXPNNUpLS9P48eM1ZMiQcgcku92uwYMH68EHH9Tnn38um82m8PBw1atXT//+97/1zjvvVNMnAQAA3s7rw1FKSoomT54sHx8fLV26VEeOHFFaWppSU1PVokULrVq1SnPnzi3XnI8++qhWrVql2267TQcPHtSRI0f01VdfKSsrSydOnNDrr79eTZ8GAAB4O68PRzNmzJBhGBo7dqyGDx/ubA8PD3eGolmzZqmgoMCj+davX69ly5apc+fOWr9+vTp16uTS37x5c/Xp06fqPgAAAKhTvDoc5eTkKDExUZI0ZswYt/6hQ4cqMDBQp0+fVlJSkkdzJiQkSJKmTJmi+vXrV9laAQDAb4NXh6M9e/YoPz9fAQEBioyMdOv38/NT9+7dJUk7duwoc76LFy9q48aNslgs6t+/vzZt2qQxY8bojjvu0H333aeEhAT98ssvVf45AABA3eFb2wu4nEOHDkmS2rZtK1/fkpcaFhamjRs3OsdeTlpamgoLCxUSEqI33nhDs2bNcun/5z//qTlz5mjNmjXq1q1bpdcPAADqHq8+cnT27FlJUuPGjUsd4+hzjL2c48ePS5JOnTqlWbNmaeDAgTp48KDsdru++uorRUZG6tixYxo8eLByc3PLnC83N1c5OTnOl91u9+RjAQCAGmC3212+pz35bpe8PBzl5eVJkvz9/UsdY7VaJV06ZVaW8+fPS5IKCgoUFhamTz75RJ06dZK/v7+6d++uNWvWqEGDBsrKytIHH3xQ5nyxsbEKCgpyvuLj4z35WAAAoAbEx8e7fE/HxsZ6tJ1Xh6OAgABJUn5+fqljHEdrPLm42jGfJI0bN05+fn4u/cHBwRo2bJikS79qK0tycrLOnTvnfE2aNKnMbQAAQM2YNGmSy/d0cnKyR9t59TVHnpwy8+TU26/nk6TOnTuXOOZ3v/udJCkzM7PM+Ww2mwIDA8scBwAAap7VanWeYZIufW97wquPHHXs2FGSlJWVpcLCwhLHpKenu4y9HPM9jczFMnO0FxUVlWutAADgt8Grw1FERIT8/PyUl5en1NRUt/6CggLt3LlTktSjR48y52vdurXatGkj6f9C1a852kNCQiq6bAAAUId5dTgKDAxU7969JUkLFy5061+xYoVycnLUtGlT9ezZ06M5hw4dKkn629/+5taXl5enjz76SJLUq1evCq4aAADUZV4djiTplVdekcVi0YIFC7Rs2TJne1paml544QVJ0sSJE11+0ZaQkKDQ0FDnxdVmEyZMkM1m09atWzVz5kznQ2svXryoJ598UsePH1fjxo31+OOPV/MnAwAA3sjrw1FMTIymT5+u4uJijRgxQh06dFB4eLgiIyN18uRJ9e/fXy+++KLLNtnZ2Tp69KhOnDjhNl9wcLCWLl0qf39/TZkyRa1atVJ0dLRatmypRYsWqUGDBlq+fLmaN29eUx8RAAB4Ea8PR9Klo0erV69Wr169dPr0aR0+fFg33HCDEhIS9Nlnn6levXrlmm/gwIHatWuXhg0bJovFor1796phw4Z65JFHtHv3bh48CwDAFcxiGIZR24uoa1JTUxUVFaXdu3eX+Mw3AADgfTz9/q4TR44AAABqCuEIAADAhHAEAABgQjgCAAAwIRwBAACYEI4AAABMCEcAAAAmhCMAAAATwhEAAIAJ4QgAAMCEcAQAAGBCOAIAADAhHAEAAJgQjgAAAEwIRwAAACaEIwAAABPCEQAAgAnhCAAAwIRwBAAAYEI4AgAAMCEcAQAAmBCOAAAATAhHAAAAJoQjAAAAE8IRAACACeEIAADAhHAEAABgQjgCAAAwIRwBAACYEI4AAABMCEcAAAAmhCMAAAATwhEAAIAJ4QgAAMCEcAQAAGBCOAIAADAhHAEAAJgQjgAAAEwIRwAAACaEIwAAABPCEQAAgAnhCAAAwIRwBAAAYEI4AgAAMKkz4Wjt2rXq3bu3mjRpooYNGyoyMlLz5s1TcXFxueaJi4uTxWK57OvgwYPV9CkAAIC3863tBXhi1qxZmjRpkiQpLCxMNptNaWlpGj9+vBITE7Vy5Ur5+JQv57Vp00Zt27Ytsa9BgwaVXjMAAKibvD4cpaSkaPLkyfLx8dHixYs1fPhwSVJaWpr69u2rVatWae7cuXrppZfKNe/o0aMVFxdXDSsGAAB1mdefVpsxY4YMw9DYsWOdwUiSwsPDNXfuXEmXjiwVFBTU1hI9YrfbFRcXJ7vdXttLuSJQ75pFvWsW9a5Z1LtmeUO9vToc5eTkKDExUZI0ZswYt/6hQ4cqMDBQp0+fVlJSUk0vr1zsdrtee+01/nLVEOpds6h3zaLeNYt61yxvqLdXh6M9e/YoPz9fAQEBioyMdOv38/NT9+7dJUk7duwo19xJSUkaOnSoevXqpfvvv1+zZ8/WiRMnqmTdAACg7vLqa44OHTokSWrbtq18fUtealhYmDZu3Ogc66nNmze7vP/kk08UFxend955R6NGjarQegEAQN3n1eHo7NmzkqTGjRuXOsbR5xhblpYtW2ry5MkaMmSIwsLCVL9+fe3Zs0czZszQunXrNHr0aDVt2lQDBw4sdY6LFy9KklJTU5Wbm+ts9/f3l7+/f4nbOMbt3btXNpvNo7Wi4qh3zaLeNYt61yzqXbOqst75+fnKz893vv/uu+8k/d/3eKkMLzZt2jRDknHrrbeWOubVV181JBl33HFHpfZVXFxsDBkyxJBkdOjQwSguLi517OLFiw1JvHjx4sWLF686+Fq8ePFlM4FXHzkKCAiQJJfU92uOC7bq169fqX1ZLBbNmjVLK1eu1JEjR/T1118rPDy8xLF9+/bVhx9+qJYtWzrXKF3+yBEAAKhZvz5ylJeXp+PHj6tv376X3c6rw5Enp8w8OfXmqWuvvVZNmjTRmTNndPjw4VLDUbNmzTRy5MhK7w8AAHgfr/61WseOHSVJWVlZKiwsLHFMenq6y9jK8vPzk6RS9wcAAH7bvDocRUREyM/PT3l5eUpNTXXrLygo0M6dOyVJPXr0qPT+fv75Z506dUqS1Lp160rPBwAA6h6vDkeBgYHq3bu3JGnhwoVu/StWrFBOTo6aNm2qnj17Vnp/c+fOlWEYCgoKct4/qbKq6oG5kDIyMjR//nw99thjCg8Pl6+vrywWi2bMmFHmtikpKRo8eLCaN2+u+vXr67rrrtP06dOVl5dXAyuvewzD0JYtWzRhwgTddNNNatSokfz9/dWqVSvdd999Zd50lXpXzKeffqonnnhCUVFRatmypfz9/dWoUSPdfPPNevvtty97/SU1r7wpU6Y4H0B+uX9XqHXFjBo1qswHv5dWwxqveaV+4lUDtmzZYlgsFsPHx8dYunSps33v3r1GixYtDEnGG2+84bLNn//8Z6Ndu3bGgw8+6NK+b98+46mnnjL27dvn0n7x4kVj5syZho+PjyHJeP3116tk7fHx8c4r48PCwoyuXbs69zFo0CCjqKioSvZzpXj22WdL/NXB9OnTL7vd4sWLjXr16hmSjJCQECMiIsLw8/MzJBndu3c3zp8/X0OfoO5ITEx01tfHx8e49tprjYiICMNmsznbp0yZUuK21LviYmJiDEmG1Wo12rdvb9x4441GSEiIs+ZRUVHG2bNn3baj5pV34MABw9/fv8x/V6h1xY0cOdKQZHTs2NGIiYkp8WW32922q42ae304MgzDmDFjRqkho3///kZhYaHL+KlTpxqSjNjYWJf2PXv2OOdp3ry5ERUVZURFRRkNGjRwto8ZM+ayP+P31LZt28oMdXPmzKn0fq4k06dPNwYMGGBMmzbNWLdunXHfffeVGY4yMjIMq9VqSDJmz57t/LPNzMw0OnXqZEgynn766Zr6CHXGv//9b+Oaa64x3nnnHePMmTPOdrvdbkyaNMn592X16tUu21Hvyvnggw+MpKQkIz8/36U9JSXFaN26tSHJGDdunEsfNa+84uJi49ZbbzUaNmxo9OrVq9R/V6h15TjC0QcffODxNrVV8zoRjgzDMFavXm306tXLCAoKMho0aGCEh4cbCQkJbsHIMEoPR2fPnjWmT59u3H333Ub79u0Nm81m+Pv7G61btzbuv/9+Y/369VW23n79+hmSjMcff9ytb8mSJYYko2nTpm7/CMJzjr9olwtH48aNMyQZffr0cevbunWrIcnw8/MzTpw4UZ1LrXPOnTtnFBQUlNp/9913O4+AmlHv6vOPf/zDkGS0atXKpZ2aV978+fOdZyEu9+8Kta6cioSj2qp5nQlHdcm5c+ech2d37Njh1p+fn28EBgYakozPP/+8Flb421BWOCouLjZatmxpSDI++uijEsd07tzZkGT85S9/qc6l/ubMnTvXkGR07tzZ2Ua9q9fXX39tSDIaNWrkbKPmlXfq1CmjSZMmxnXXXWfk5+eX+u8Kta688oaj2qy5V1+QXVdV5wNz4bmsrCwdP35ckhQTE1PiGEc7fw7l47gI0nzzVepdvVJSUiTJ5d8Ual55zz//vM6cOaN33nnHeSuXklDrqvPxxx/rnnvuUa9evTRs2DDNmzdP586dcxtXmzX36ptA1lXV+cBceM5RW6vVqlatWpU4JiwszGUsymYYhlasWCHJ9R8s6l31ioqKdPz4ca1atUovv/yyGjZsqPj4eGc/Na+cjRs3asmSJfrDH/6g2NjYy46l1lVnzZo1Lu8/+ugjTZ06VUuXLtVdd93lbK/NmnPkqBpUxwNzUX6O2jZq1EgWi6XEMfw5lN/8+fO1Z88e+fv767nnnnO2U++qk5CQIIvFIl9fX7Vp00ZPP/207rjjDm3fvl3R0dHOcdS84vLy8vTkk08qKChIb775ZpnjqXXldejQQa+//rrS0tKUk5OjX375RRs2bFCPHj109uxZ3XPPPdq1a5dzfG3WnHBUDRynHC73nDWr1SrJgycDo8L4c6h6qampevbZZyVJM2bMUIcOHZx91LvqhISEKCYmRtHR0WrRooUkKSkpScuWLVNRUZFzHDWvuBkzZujw4cOaOXOms8aXQ60r79VXX9WkSZPUtWtXXXXVVbLZbLrzzju1efNmRUdHy26367/+67+c42uz5oSjalCTD8xF6fhzqFoZGRkaMGCA8vLyNGLECL300ksu/dS76gwdOlRbtmzRjh07dOLECW3fvl2hoaF6/fXX9cc//tE5jppXzDfffKM5c+YoMjJSTz31lEfbUOvq4+/vr+nTp0uSNm3a5DwKVJs1JxxVg5p+YC5K5qhtdna2DMMocQx/Dp45ceKE7rzzTh0/flz9+/fXhx9+6HaYm3pXnx49emjt2rWyWq3661//qqNHj0qi5hU1btw4FRYW6t1335WPj2dfg9S6ev3+97+XJBUXFzufmVqbNSccVYPaeGAu3Dlqa7fbdezYsRLH8OdQtjNnzujOO+/UkSNHFBsbqxUrVpT4qx7qXb1atWqlbt26qbi4WGlpaZKoeUXt2bNHFotFgwYNUnBwsMvro48+kiS98cYbCg4Odv6ymFpXL/O/KY7vzdqsOeGoGtT0A3NRsrZt2yo4OFiStHXr1hLHONr5cyhZbm6u+vXrp3379ql79+5avXp1qYevqXf1c3xpOP4vNa+4oqIinTx50u3luM4lNzdXJ0+e1E8//SSJWle3/fv3O/+348HvtVlzwlE1qOkH5qJkFotFQ4YMkVTyn8O2bdt08OBB+fn5adCgQTW9PK9nt9s1ePBg7dixQ9dff73Wr1+vq666qtTx1Lt6ZWZmOo8YhYeHS6LmFeU4TVPSa+TIkZKk6dOnyzAMZWZmSqLW1e2tt96SJHXu3FkhISGSarnmVXpLSThV5IG5KB9PHh+Snp7uvFt5ac/leeqpp2pqyXVGYWGhcc899xiSjA4dOhjHjh3zaDvqXXG7du0y/vSnPxlHjhxx61u3bp3zTsD9+vVz6aPmVety/65Q64rbsGGD8fLLLxvp6eku7dnZ2cYzzzzjfF6j+fvSMGqv5oSjalTeB+bi8rZs2WI0bdrU+XI8jLBBgwYu7VlZWS7bLVq0yFn3Xz/ROSoqysjNza2lT+S9li5d6vxv93JP0L7//vvdtqXeFZOUlOSseXBwsHHjjTcaXbt2NRo1auRs7969u/HTTz+5bUvNq05Z/08Xta6YlStXOv87DgkJMbp3725069bNGXwsFosxderUEretjZoTjqpZeR6Yi8szf3lc7pWRkeG27datW40BAwYYTZo0MaxWq9GpUycjLi7OuHjxYs1/kDrggw8+8KjW7dq1K3F76l1+Z86cMd5++21j0KBBRocOHZwPxm7ZsqVx9913Gx988MFlHwZMzauGJ0ekqXX5ZWVlGa+88orRq1cvo23btkb9+vWNgIAAo3379sYjjzxibN++/bLb13TNLYZRyu/jAAAArkBckA0AAGBCOAIAADAhHAEAAJgQjgAAAEwIRwAAACaEIwAAABPCEQAAgAnhCAAAwIRwBAAAYEI4AgAAMCEcAUAlbdq0SRaLRXFxcbW9FABVgHAEoMZlZmbKYrHorrvucraNGjVKFotFmZmZtbewy7BYLOrZs2dtLwNADfCt7QUAQF0XHR2tb775Rs2aNavtpQCoAoQjAKikBg0aqHPnzrW9DABVhNNqAGpdaGioFi1aJElq3769LBZLiaexMjIyNHbsWLVt21ZWq1UtW7bUqFGjdPToUbc5Hdv/+OOPGjVqlIKDg+Xj46NNmzZJkpKSkjR69Gh16tRJNptNNptNN954o/7617+6zOO4nkiSkpOTnWuzWCz68MMPXcaUdM3R/v379eCDD+rqq6+W1WpV+/bt9fzzz+vMmTMl1iE0NFTnz5/XCy+8oJCQEFmtVnXt2lUff/xxOasKoKI4cgSg1j333HP68MMPlZaWpmeffVaNGjWSdCksOOzYsUN9+/bV+fPnNXDgQF1zzTXKzMzUkiVLtG7dOqWkpCgsLMxl3tOnT+v3v/+9mjRpogcffFD5+fkKDAyUJL3xxhs6fPiwbrrpJg0ZMkTZ2dlav369nnjiCX377bd66623nGuYOnWqXnvtNbVr106jRo1yzt+tW7fLfq5t27apT58+stvtuv/++xUaGqrt27crISFBa9asUUpKipo2beqyTUFBgfr06aMzZ87o3nvv1YULF7R8+XI98MADWr9+vfr06VOxIgPwnAEANSwjI8OQZPTt29fZNnLkSEOSkZGR4TY+Pz/fCA0NNa666ipj7969Ln1ffvmlUa9ePWPAgAEu7ZIMScajjz5qFBYWus2Znp7u1lZQUGDceeedRr169YyjR4+6zRcbG1vi50lKSjIkGVOnTnW2FRUVGR07djQkGevXr3cZP2nSJEOSMWbMGJf2du3aGZKMwYMHG3a73dmemJjoVi8A1YfTagC83r/+9S9lZmZq4sSJCg8Pd+m75ZZbNHjwYK1du1Y5OTkuff7+/po9e7bq1avnNmf79u3d2nx9ffXkk0+qqKhISUlJlVrz1q1bdejQId19993q27evS98rr7yipk2baunSpcrPz3fb9s9//rP8/f2d7++44w61a9dOO3furNSaAHiG02oAvN727dslSQcPHizxup4TJ06ouLhY3333nW688UZne/v27Uv9Bdkvv/yiN998U59++qmOHDmi8+fPu/QfO3asUmves2ePJJX48/+GDRvqxhtv1Oeff67vvvtOXbp0cfY1atSoxODWunVrpaSkVGpNADxDOALg9RwXLy9ZsuSy434dcFq0aFHiuPz8fPXs2VOpqamKiIjQww8/rKZNm8rX11eZmZlatGiR7HZ7pdbsOIpV2hqCg4MlSefOnXNpDwoKKnG8r6+viouLK7UmAJ4hHAHweo6LqFevXq0BAwZ4vJ3jV2a/9tlnnyk1NVVjx47V/PnzXfqWL1/u/OVcZTjWfPLkyRL7He2OcQC8B9ccAfAKjuuCioqK3Pp69OghSVV2WunIkSOSpEGDBrn1ffnllyVu4+PjU+LaShMRESFJzlsHmF24cEG7du1S/fr11alTJ4/nBFAzCEcAvEKTJk0kST/88INb3+DBg9W2bVvNnTtXmzdvdusvKCjQli1bPN5Xu3btJMltm+TkZLcjSeb1lbS20sTExKhDhw5at26dEhMTXfri4+P1888/a/jw4S4XXgPwDpxWA+AVevXqpTfffFNPPPGEhg4dqoYNG6pt27YaMWKErFarPv74Y919992KjY3VHXfc4byIOSsrS19++aWaNm2qgwcPerSvgQMHKjQ0VLNnz9a+ffvUpUsXffvtt/rXv/6le+65R5988kmJ6/vHP/6h+++/XxEREapXr5769++vG264ocR9+Pj46MMPP1Tfvn3Vr18/DR06VO3atdOOHTv0xRdfqEOHDpo1a1bFCwag2hCOAHiFu+++W7Nnz9b8+fP1xhtvqKCgQLGxsRoxYoQkqXv37kpLS9OcOXO0du1abdmyRVarVSEhIbrnnns0fPhwj/dls9n0xRdfaMKECdq8ebM2bdqk66+/XkuWLFGLFi1KDEdvv/22JOmLL77QypUrVVxcrODg4FLDkXTpNgPbt2/XtGnTtGHDBp07d06tWrXS+PHj9eqrr/IsNsBLWQzDMGp7EQAAAN6Ca44AAABMCEcAAAAmhCMAAAATwhEAAIAJ4QgAAMCEcAQAAGBCOAIAADAhHAEAAJgQjgAAAEwIRwAAACaEIwAAABPCEQAAgAnhCAAAwOT/AZIOkQ7RMFhDAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Try reading in the saved txt files\n", + "models = drt.read_from_txt('DRT_Saves/DRTModels.txt')\n", + "outputs = drt.read_from_txt('DRT_Saves/modelOutputs.txt')\n", + "errors = drt.read_from_txt('DRT_Saves/outputErrors.txt')\n", + "\n", + "drt.plot_U(models['tau'], models['U_iter_50'], tau_analytic=tau_values, U_analytic=analytic_U)\n", + "drt.plot_y(outputs['t'], outputs['y_model_iter_50'], y_data=analytic_y)\n", + "drt.plot_MSE(errors['MSE'])\n", + "drt.plot_R_2(errors['R_2'], ylim=(0.5, 1.1))" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "2a98079e", + "metadata": {}, + "outputs": [], + "source": [ + "# Try reading in from the Pickle Files \n", + "models = drt.read_from_pickle('DRT_Saves/models.pkl')" + ] + }, + { + "cell_type": "markdown", + "id": "6cb93fe8", + "metadata": {}, + "source": [ + "## Add CLI Test" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "a537e925", + "metadata": {}, + "outputs": [], + "source": [ + "session_path = os.path.join('../','SIMsalabim','ZimT')\n", + "session_path = os.path.abspath(session_path)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "c3d70b64", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Error: dataFile not found. Check file path.\n" + ] + }, + { + "data": { + "text/plain": [ + "2" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "DRT_commands_and_args = [\n", + " '-dataFile', session_path + '/' + 'tj.dat', \n", + " '-DRTDirectory', session_path + '/' + 'DRT_Saves',\n", + " '-timeCol', 't',\n", + " '-funcCol', 'Jext',\n", + " '-iters', '50',\n", + " '-saveFormat', 'txt',\n", + " '-UUID', 'tag'\n", + " ]\n", + "\n", + "DRT_commands_and_args_dict = {\n", + " 'dataFile': session_path + '/' + 'tj.dat', \n", + " 'DRTDirectory': session_path + '/' + 'DRT_Saves',\n", + " 'timeCol': 't',\n", + " 'funcCol': 'Jext',\n", + " 'iters': '50',\n", + " 'saveFormat': 'txt',\n", + " 'UUID': 'tag'\n", + "}\n", + "\n", + "drt.main(DRT_commands_and_args[1:])" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "a516b6d2", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Error: dataFile not found. Check file path.\n" + ] + }, + { + "data": { + "text/plain": [ + "2" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "DRT_commands_and_args_dict = {\n", + " 'dataFile': session_path + '/' + 'tj.dat', \n", + " 'DRTDirectory': session_path + '/' + 'DRT_Saves',\n", + " 'timeCol': 't',\n", + " 'funcCol': 'Jext',\n", + " 'iters': '50',\n", + " 'saveFormat': 'txt',\n", + " 'UUID': 'tag'\n", + "}\n", + "\n", + "drt.main(DRT_commands_and_args_dict)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "pySIMsalabim", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From cd3174a87fb5d6ad82ffe95d329ebbd4b620b3cb Mon Sep 17 00:00:00 2001 From: joshedmundson Date: Tue, 10 Feb 2026 10:26:46 +0100 Subject: [PATCH 03/11] chore: replace custom mean_square_error and R_2_error with sklearn.metric equivalents --- pySIMsalabim/aux_funcs/DRT.py | 47 ++++------------------------------- 1 file changed, 5 insertions(+), 42 deletions(-) diff --git a/pySIMsalabim/aux_funcs/DRT.py b/pySIMsalabim/aux_funcs/DRT.py index fc441f6..e6f8e08 100644 --- a/pySIMsalabim/aux_funcs/DRT.py +++ b/pySIMsalabim/aux_funcs/DRT.py @@ -13,6 +13,7 @@ import numpy as np import osqp from scipy.sparse import csc_matrix +from sklearn.metrics import mean_squared_error, r2_score try: import pySIMsalabim as sim except ImportError: # add parent directory to sys.path if pySIMsalabim is not installed @@ -321,44 +322,6 @@ def calculate_tau(time): return tau_values -def R_2_error(y_data, y_model): - """ - Calculates the R^2 error between data (y) and model (y_model) - - Parameters - ---------- - y_data : arraylike (n,) - Data used in fit - y_model : arraylike (n,) - Model predicted values - - Returns - ------- - R^2 : float - """ - SSres = np.mean((y_data - y_model)**2) - SStot = np.mean((y_data - np.mean(y_data))**2) - return 1 - SSres/SStot - - -def mean_square_error(y_data, y_model): - """ - Calculates the mean square error (MSE) between data (y) and model (y_model) - - Parameters - ---------- - y_data : arraylike (n,) - Data used in fit - y_model : arraylike (n,) - Model predicted values - - Returns - ------- - MSE : float - """ - return np.mean((y_data-y_model)**2) - - # Fitting Functions ##################################### @@ -445,8 +408,8 @@ def linear_fit(time, y_data, tau='Auto', y_inf='Auto', bounds=None, scaling=True y_data = y_data*scale_factor + y_inf # Step 6: Calculate errors - MSE = mean_square_error(y_data, y_model) - R_2 = R_2_error(y_data, y_model) + MSE = mean_squared_error(y_data, y_model) + R_2 = r2_score(y_data, y_model) # Step 7: Package results in DRT_Fit_result fit = DRT_Fit_Result(time, tau, U, y_inf, MSE=MSE, R_2=R_2) @@ -554,8 +517,8 @@ def checkerboard_fit(time, y_data, tau='Auto', y_inf='Auto', checkerboard_iters= # Rescale and package results U_values = scale_factor*U_values y_model = predict_y_model(time, U_values, tau, y_inf=y_inf) - MSE = mean_square_error(y_data, y_model) - R_2 = R_2_error(y_data, y_model) + MSE = mean_squared_error(y_data, y_model) + R_2 = r2_score(y_data, y_model) fit = DRT_Fit_Result(time, tau, U_values, y_inf, MSE=MSE, R_2=R_2) fit.y_model = y_model From 7ffde8f9ce0099104494fb119f161f51e0ad7dfe Mon Sep 17 00:00:00 2001 From: joshedmundson Date: Tue, 10 Feb 2026 10:28:23 +0100 Subject: [PATCH 04/11] chore: tidy file io functions Remove pickle writing and reading functions to avoid future backwards compatability issues. Remove .txt reading functions as they add very little functionality beyond pd.read_csv() --- pySIMsalabim/aux_funcs/DRT.py | 54 ----------------------------------- 1 file changed, 54 deletions(-) diff --git a/pySIMsalabim/aux_funcs/DRT.py b/pySIMsalabim/aux_funcs/DRT.py index e6f8e08..839f190 100644 --- a/pySIMsalabim/aux_funcs/DRT.py +++ b/pySIMsalabim/aux_funcs/DRT.py @@ -882,60 +882,6 @@ def save_to_txt(directory_path, fits, float_format='%.5e'): save_model_errors_to_txt(output_errors_filename, fits, float_format=float_format) -def read_from_txt(path): - """ - Reads data stored in a space seperated text file - - Parameters - ---------- - path : str - Path of file - - Returns - ------- - None - """ - return pd.read_csv(path, sep=r"\s+") - - -def save_to_pickle(path, fits): - """ - Saves an array of DRT_Fit_Results to a .pkl file - - Parameters - ---------- - path : str - Path of file - fits : arraylike(DRT_Fit_Result) - Array like object of fit results - - Returns - ------- - None - """ - with open(path, 'wb') as file: - pickle.dump(fits, file) - - -def read_from_pickle(path): - """ - Loads an array of DRT_Fit_Results from a .pkl file - - Parameters - ---------- - path : str - Path of file - - Returns - ------- - fits : arraylike(DRT_Fit_Result) - Array of DRT_Fit_Result objects read from the .pkl save file - """ - with open(path, 'rb') as file: - fits = pickle.load(file) - return fits - - ######### Scripting Functionality #################################################################### def parse_arguments(argv=None): From 4b6165ed11cd45f61b090cb351ec81c2d4282658 Mon Sep 17 00:00:00 2001 From: joshedmundson Date: Tue, 10 Feb 2026 12:15:47 +0100 Subject: [PATCH 05/11] feat (DRT_VERSION 0.9): add .json file saving capacity Allow users to save an array like of DRT_Fit_Result objects to a .json file for easier handling if the user wants to load those same models into Python at a later date --- Notebooks/DRT.ipynb | 50 ++++++++++--------------------- pySIMsalabim/aux_funcs/DRT.py | 55 +++++++++++++++++++++++++++++++---- 2 files changed, 66 insertions(+), 39 deletions(-) diff --git a/Notebooks/DRT.ipynb b/Notebooks/DRT.ipynb index 51aa846..eceb88f 100644 --- a/Notebooks/DRT.ipynb +++ b/Notebooks/DRT.ipynb @@ -12,7 +12,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "id": "cca39aaf", "metadata": {}, "outputs": [], @@ -26,8 +26,9 @@ " sys.path.append('..')\n", " import pySIMsalabim as sim\n", "from pySIMsalabim.aux_funcs import DRT as drt\n", + "import pandas as pd\n", "\n", - "TESTED_LATEST_VERSION = 0.8" + "TESTED_LATEST_VERSION = 0.9" ] }, { @@ -486,8 +487,7 @@ "outputs": [], "source": [ "save_dir = \"DRT_Saves\"\n", - "drt.save_to_txt(save_dir, cb_fits)\n", - "drt.save_to_pickle(save_dir+'/models.pkl', cb_fits)" + "drt.save_to_txt(save_dir, cb_fits)" ] }, { @@ -539,9 +539,9 @@ ], "source": [ "# Try reading in the saved txt files\n", - "models = drt.read_from_txt('DRT_Saves/DRTModels.txt')\n", - "outputs = drt.read_from_txt('DRT_Saves/modelOutputs.txt')\n", - "errors = drt.read_from_txt('DRT_Saves/outputErrors.txt')\n", + "models = pd.read_csv('DRT_Saves/DRTModels.txt', sep=r'\\s+')\n", + "outputs = pd.read_csv('DRT_Saves/modelOutputs.txt', sep=r'\\s+')\n", + "errors = pd.read_csv('DRT_Saves/outputErrors.txt', sep=r'\\s+')\n", "\n", "drt.plot_U(models['tau'], models['U_iter_50'], tau_analytic=tau_values, U_analytic=analytic_U)\n", "drt.plot_y(outputs['t'], outputs['y_model_iter_50'], y_data=analytic_y)\n", @@ -549,17 +549,6 @@ "drt.plot_R_2(errors['R_2'], ylim=(0.5, 1.1))" ] }, - { - "cell_type": "code", - "execution_count": 19, - "id": "2a98079e", - "metadata": {}, - "outputs": [], - "source": [ - "# Try reading in from the Pickle Files \n", - "models = drt.read_from_pickle('DRT_Saves/models.pkl')" - ] - }, { "cell_type": "markdown", "id": "6cb93fe8", @@ -570,7 +559,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 19, "id": "a537e925", "metadata": {}, "outputs": [], @@ -581,24 +570,17 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 20, "id": "c3d70b64", "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Error: dataFile not found. Check file path.\n" - ] - }, { "data": { "text/plain": [ - "2" + "0" ] }, - "execution_count": 21, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } @@ -629,7 +611,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 24, "id": "a516b6d2", "metadata": {}, "outputs": [ @@ -637,16 +619,16 @@ "name": "stdout", "output_type": "stream", "text": [ - "Error: dataFile not found. Check file path.\n" + "{'iteration_1': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-3734.39126359737, 4.71622802493136, 4.4331779999891285, 4.063584418685318, 3.6028529060966754, 3.05384587953004, 2.4281551543395787, 1.7459364392838108, 1.0341982452536658, 0.32388633783387, -0.35361093010106004, -0.9698564139093767, -1.5021098064692378, -1.935104342013079, -2.954885022389699, 4139.96613876282, -2.6064415570110007, -2.6453316268334146, -2.6162113365913746, -2.5372279643050613, -2.4263096524524665, -2.2996816801394098, -2.170787236833727, -2.0496636084649262, -1.9427664801837297, -1.8531835723511962, -1.7811415523810716, -1.7246916336219342, -1.6804598985271089, -1.6443647556430105, -1.612230302109612, -1.5802543204903463, -1.5453176744014678, -1.5051442155414712, -1.4583352261008329, -1.4043099010607536, -1.3431846295841068, -1.2756206610480432, -1.2026640171518075, -1.1255948464784966, -1.0457969963509355, -0.9646531258262654, -0.8834665168633337, -0.8034078941666266, -0.7254838816416482, -0.650522967178558, -0.5791747586886501, -0.5119186520765426, -0.44907859970428887, -0.3908413218220216, -0.33727594385996046, -0.2883536198005891, -0.24396617745750715, -0.20394320200042398, -0.16806725408874257, -0.13608710949337552, -0.10772907964744192, -0.082706528285247, -0.060727675690775085, -0.04150208383166781, -0.024745838134139105, -0.010185592656240564, 0.0024378443842941176, 0.013368209088042876, 0.02283105677703349, 0.03103225978514707, 0.03815135483695111, 0.04435483123885741, 0.04976654259633976, 0.0544967591078928, 0.058742736576861014, 0.0627022336859367, 0.0660420198702354, 0.06880453815718957, 0.07008636740009089, 0.0723151964019625, 0.0783870217266414, 0.08130479041735807, 0.07968834235457815, 0.07392692905330597, 0.04133541380801596, 0.10094308740023275, 0.08875073341269211, 0.06080949585212299, 0.07374351284524411, 0.10655129514961184, 0.11552974920923446, 0.1103200105455744, 0.09591190092948085, 0.08225699695694984, 0.07632680383614779, 0.07510809386252473, 0.07384320244444982, 0.07254701087054533, 0.07123103298512122, 0.06990372718926756, 0.06857095199172214, 0.06723650060058094, 0.06590265575905277, 0.06457071637685925, 0.0632414603027486, 0.06191552083507284, 0.060593666852796935, 0.05927698673750908, 0.05796698404085228, 0.05666559806235371, 0.05537516533724221, 0.05409833885688637, 0.05283798116269788, 0.051597045646480294, 0.05037845798636991, 0.04918500689720088, 0.048019250732558166, 0.04688344381764528, 0.045779484374371925, 0.04470888375024415, 0.04367275571133502, 0.04267182306432211, 0.0417064385029791, 0.04077661656796708, 0.0398820731693579, 0.039022269631357874, 0.038196458428109266, 0.0374037282547495, 0.0366430466609411, 0.03591329880653159, 0.03521332142268204, 0.034541931431962, 0.03389794910484148, 0.03328021584800679, 0.03268760704249285, 0.03211904042203113, 0.03157348063724387, 0.031049940602499687, 0.030547480540107124, 0.030065204924184498, 0.029602258260063883, 0.02915782065382126, 0.028731102278390003, 0.02832133833528711, 0.027927784933582046, 0.02754971562933909, 0.02718641778258142, 0.026837190295929354, 0.02650134285543049, 0.02617819722024627, 0.025867085483718133, 0.025567349890372328, 0.02527835285349351, 0.02499946599080388], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [375.0295464793928, 2766.98966407141, 2071.5945686814184, 1463.5478694641183, 1021.4666982053617, 705.8878718222585, 482.01661887810695, 324.50914547540344, 214.5497116616245, 138.48499498025174, 86.37137470807669, 50.98708835008273, 27.327823418080193, 11.596412779865398, 1.3879893579609468, -5.152890022821242, -9.220664504688198, -11.629897476016952, -12.972419209260448, -13.623640716909236, -13.834999422692261, -13.77376563641625, -13.547020870605023, -13.2265736328873, -12.85230724792487, -12.453642555323244, -12.047340754338446, -11.6433052696786, -11.244875996955074, -10.857535852707867, -10.480629856496803, -10.116895307441885, -9.764389077045092, -9.42477932122249, -9.095858548895498, -8.77728587456065, -8.46868008876218, -8.16964828375493, -7.879801691427971, -7.5974708527731645, -7.324943578112406, -7.0593458306895975, -6.801635835791536, -6.550430231453179, -6.306593722401293, -6.0688628540636955, -5.837092430584413, -5.611137844864817, -5.391703558223646, -5.176914379176744, -4.967516998352854, -4.76337300054986, -4.563635547824583, -4.368941807980583, -4.179156012485501, -3.9928965610980724, -3.8089940481679365, -3.6333444254295726, -3.4593315392443187, -3.292444369765402, -3.1221152716724605, -2.963703311360983, -2.8022137862285663, -2.6473125153272736, -2.4943029752873205, -2.347428149674528, -2.2023617032185827, -2.059221502668931, -1.9181101900078084, -1.7791162312300617, -1.6456668458390606, -1.5142047721775567, -1.3847972540651061, -1.260472170263918, -1.1352147873968588, -1.014898540132883, -0.8965938905980919, -0.7803345676387609, -0.6661468117686634, -0.5540500005459428, -0.44405724062071084, -0.33833486802407087, -0.23248257613306847, -0.12874482705901663, -0.02711478093066085, 0.0705766079644421, 0.1680984798557981, 0.2635515067965318, 0.35695557879649525, 0.44833295975435544, 0.5392182972396954, 0.6265588002714869, 0.7133483427349626, 0.7967720976422432, 0.8808888861542992, 0.9617141913177528, 1.0406265177742502, 1.118808212807025, 1.1961640680311048, 1.270497315598764, 1.3440102060983299, 1.4166272698221671, 1.487344844173725, 1.5562145719197122, 1.6241518699496373, 1.6902736928676652, 1.7554308929456672, 1.8195806059918502, 1.8819494866455244, 1.9433008787548927, 2.0036052015493984, 2.062185423999672, 2.1197255072970522, 2.176206434853489, 2.2316130908208183, 2.285379464475208, 2.3386286460957653, 2.3902668779628353, 2.4413344081003805, 2.4908283314104898, 2.539711652574834, 2.5870649972069115, 2.6337794649133373, 2.6794115002854406, 2.7239708684100283, 2.767835887794098, 2.810621662652576, 2.8523433809227874, 2.8933408259711233, 2.9332803125094786, 2.972180803360647, 3.0106321247646135, 3.047762925888395, 3.084415998088654, 3.12004531908225, 3.1549155410862486, 3.189020443756962, 3.2223560291641755, 3.254920336820562, 3.2865112606735325, 3.317543082290577, 3.347807906955589, 3.3773102640208834, 3.406225278249088, 3.434375744303281, 3.461770464151128, 3.4884190761054685, 3.5144734757845457, 3.539925872764354, 3.5647705326918366, 3.5888802689439983, 3.6123874895319306, 3.6352910224805095, 3.657591170561774, 3.6788798547343973, 3.6999005397538007, 3.7208937087770404, 3.7408971055661158, 3.759969505790181, 3.778972326855606, 3.797074338574223, 3.8150602948519223, 3.832874000287841, 3.849143488314615, 3.865276362987385, 3.8812253817756925, 3.8963797524622508, 3.911326820129233, 3.9260289693634896, 3.9394827694392744, 3.9531904703032215, 3.966175675944029, 3.978482533214385, 3.990543294202979, 4.002333514768282, 4.013831495942283, 4.024688772628488, 4.034944993610497, 4.044930906436077, 4.054630690319533, 4.06403063206542, 4.072874173084931, 4.0814263885860385, 4.0896775030943155, 4.097619415724464, 4.105056407334667, 4.112197597077274, 4.119037734546374, 4.125418951025241, 4.131657189169922, 4.137452681696581, 4.142957342814042, 4.148170146096595, 4.153090952938649, 4.157623911463414, 4.161971600980169, 4.165950245767448, 4.169731558231373, 4.173163632524663, 4.176390004389102, 4.179287547072155, 4.181974159571664, 4.184352611911681, 4.186517549306111, 4.188426568641627, 4.1900584850180085, 4.1914770911116035, 4.192656636570885, 4.193616781233769, 4.1943322351571215, 4.194833002484834, 4.195112079347005, 4.19517613672329, 4.195028060374802, 4.194672304904972, 4.194115869635251, 4.193353619266739, 4.192399448053021, 4.191260413428192, 4.1899245319749046, 4.188413372445647, 4.186711107980913, 4.184819189142852, 4.182765725011168, 4.180530014093165, 4.1781436408801085, 4.175582978783814, 4.17285090622543, 4.169950600320023, 4.1669193258715485, 4.163728842581088, 4.160347116323591, 4.156884916043692, 4.153239219733963, 4.149449753365959, 4.145520683492593, 4.14145625105014, 4.137260750458273, 4.132938510508183, 4.128453657785449, 4.123890667006862, 4.119173217058978, 4.114304957593288, 4.109372141063532, 4.1042969836768695, 4.099083468771434, 4.093818688178868, 4.088382518347091, 4.082862124325416, 4.077220250080476, 4.071502581191594, 4.0656305616948805, 4.059691197007686, 4.053647382334171, 4.047503408614213, 4.0412635516200535, 4.034932059260111, 4.028513140166864, 4.022010953511136, 4.015429599980353, 4.008733629570892, 4.00196706016204, 3.995094913919388, 3.988160539093559, 3.9811294428668993, 3.9740442165324605, 3.966833283627279, 3.9596139219581126, 3.952204114802825, 3.944867051030927, 3.937241323186647, 3.929695419811018, 3.9222289196656996, 3.9144914414673826, 3.9068397610389805, 3.898931087291409, 3.89111418388536, 3.8830540078233016, 3.8750911113321544, 3.867224047938916, 3.8591294878884597, 3.850817884552873, 3.84261317196128, 3.8342039046624725, 3.825905544211904, 3.8174146057577256, 3.809038089308829, 3.8004804347634615, 3.7920402302035905, 3.7834297767104683, 3.7746583525091633, 3.7660119802143637, 3.757214656859319, 3.7485441203262484, 3.739732079818627, 3.7307869633505777, 3.721974261958498, 3.712783643493247, 3.703983134340881, 3.6948203067579235, 3.6857979867397743, 3.676673982889375, 3.6674554376188606, 3.6581492937116526, 3.6489894469860347, 3.6397480092653423, 3.630431364259569, 3.621045692482559, 3.611596968793921, 3.602300510709945, 3.5927393261197755, 3.5833345559370624, 3.573881901186369, 3.5643864161004015, 3.5546600454733377, 3.545096489034563, 3.53550406334238, 3.525887054950805, 3.516249566424685, 3.5064182805821154, 3.4967544175762137, 3.486910030930127, 3.4772339151871408, 3.4673896923620546, 3.4575515489802338, 3.447722276009394, 3.437904516250809, 3.4279465240862086, 3.4180102737029, 3.4080978467444547, 3.398064949822458, 3.3880648068872667, 3.3780989873355183, 3.3681689535279946, 3.3580037493054067, 3.3480203090029406, 3.3379497139004464, 3.3277999281884787, 3.3177052307318466, 3.3075417572601222, 3.2974387347918586, 3.2872764836998978, 3.2771793589666873, 3.266916170723993, 3.256726343281975, 3.2464980925569296, 3.236346399925057, 3.2260559935737887, 3.2158487352068956, 3.2055168969157157, 3.195273943221896, 3.184919469682869, 3.174658819478605, 3.1643946090720982, 3.1540365744504264, 3.1436860472298696, 3.1333464112045517, 3.1230208622731794, 3.1126251437423074, 3.1023382741069176, 3.0919059515956997, 3.0815050544687552, 3.07113775407519, 3.0607267534925193, 3.050356271307879, 3.0399516372840165, 3.029518750134501, 3.01913667584898, 3.00866246608487, 2.9982467421707533, 2.987820967217695, 2.9773898024943812, 2.9669576714980055, 2.956528767968014, 2.946042964249569, 2.93563345742776, 2.925176800142046, 2.914740376776218, 2.9042680249056145, 2.893824226370729, 2.8833546912224013, 2.872921114409834, 2.8624162850008967, 2.8520097883770346, 2.841437282605863, 2.831022391196795, 2.8208109830168016, 2.810299940896535, 2.7995114946390967, 2.789418498510032, 2.7790517627669, 2.768431812833361, 2.758026409064863, 2.7473887392573415, 2.7369674895645995, 2.7267546094162864, 2.7163295700523244, 2.706114252869677, 2.695704551614985, 2.685117047015217, 2.674747802981247, 2.6645886840532955, 2.654267028742221, 2.6437976203812354, 2.633544567840934, 2.623157099058043, 2.6126486924283014, 2.602360650892009, 2.592284726365565, 2.5817830862135014, 2.571812401976961, 2.5614394067575743, 2.5512854675966974, 2.5410530642303826, 2.530752545590428, 2.5206708361362162, 2.5105284779240713, 2.500334762502508, 2.4900985751419826, 2.480082403316378, 2.4700292715431655, 2.459947109330049, 2.449843469144306, 2.43995829866599, 2.429827740523393, 2.419918933011244, 2.4100054692928903, 2.4000933738398142, 2.390188342613752, 2.3802957510729135, 2.370420662669048, 2.3605678377461476, 2.35074174275986, 2.3409465597444203, 2.3311861959612257, 2.321464293669843, 2.311784239968487, 2.302149176656725, 2.292395741891966, 2.2828628804151303, 2.273224137461924, 2.2636477781598408, 2.2541356070901712, 2.2446892461196195, 2.2353101438047203, 2.225857992388206, 2.2164819284865285, 2.207047517568212, 2.197696698903141, 2.188429704037709, 2.179120593211643, 2.169901205515287, 2.16077123217244, 2.151495152388475, 2.1424332270422806, 2.1332399868103553, 2.1242588837374208, 2.1151598517459522, 2.106165738304709, 2.0971728028538683, 2.088186522310819, 2.0793094934428575, 2.070444480644252, 2.061596066522262, 2.052768513526865, 2.0439657769810697, 2.0351915183482956, 2.026533840987307, 2.0178244530559044, 2.009152945987893, 2.0005219391163718, 1.9919338242522509, 1.9833153894082949, 1.9748211154251358, 1.9663036617625858, 1.9577695930206467, 1.9493624206048084, 1.9409442405062183, 1.9325206698173256, 1.9241610265835574, 1.915803233527263, 1.9075131407637005, 1.8992311772019619, 1.890961526709128, 1.8827651462447597, 1.8745302433941688, 1.8663730657865358, 1.8582397715144747, 1.8501333421620072, 1.8420056825606301, 1.8339622044988617, 1.825904650978046, 1.8178859573204242, 1.8099080290248402, 1.8019272599565657, 1.7939926278771274, 1.78606217575774, 1.7781823999809183, 1.770312940066971, 1.7624574980039753, 1.7546195322309814, 1.7467249912427063, 1.7390842607449657, 1.731241652412116, 1.7235758661065679, 1.7157266655447851, 1.7080554851934184, 1.700554866541935, 1.692888080827495, 1.6853925481685315, 1.677746079708061, 1.669963016905433, 1.6626586997864465, 1.6549229813006285, 1.6473639472778256, 1.639974177574601, 1.6324718748190545, 1.6251372650775602, 1.6177007688751166, 1.6101733083844971, 1.6028161025691214, 1.5956220872397235, 1.588104888806081, 1.5809933301429855, 1.5735771610670604, 1.5663287150246974, 1.5590220718612817, 1.551879251858127, 1.5446842239750955, 1.5374444790717772, 1.5303670377585445, 1.5230542775979317, 1.516099080956943, 1.5089214723343551, 1.5019053402336109, 1.4948655105216746, 1.4878075126643888, 1.480736574280525, 1.4736576284755174, 1.466738181513663, 1.4598123651010697, 1.4528844993587633, 1.44595864832648, 1.439038628466133, 1.4321280174657962, 1.4252301632526165, 1.4184870745877065, 1.4116207538088412, 1.4049087290979412, 1.3980850882780018, 1.3912879590589986, 1.3846434436134654, 1.3779028467291976, 1.3711948170331683, 1.3645210382850133, 1.3578830522197238, 1.351171669734311, 1.3446118381407468, 1.3379859126008355, 1.331405349625792, 1.324870908627401, 1.3183832548800603, 1.311846494160028, 1.3053619062710484, 1.298837578411357, 1.292369981016928, 1.2859590592380832, 1.279518652355485, 1.2731385139705957, 1.2667360740150946, 1.2603968367784708, 1.2540416806154995, 1.2477520683587822, 1.241452185940608, 1.2351463054300968, 1.2289101356675771, 1.2226725224752315, 1.216437112032117, 1.2102073263876123, 1.2040518060226204, 1.1978411942153273, 1.191707752745097, 1.1855887511974454, 1.1794269842284606, 1.173345595157825, 1.1672856606406057, 1.1611934276497247, 1.155183562111527, 1.149147445877334, 1.1431423490755273, 1.1371696414192456, 1.1311808131671084, 1.12522899566685, 1.119315130805545, 1.113393594442137, 1.1075136877443887, 1.1016315957508362, 1.095750814196931, 1.0899170310023614, 1.084088992921475, 1.0782696367161695, 1.0725013109446508, 1.0667064763242293, 1.0609658751552677, 1.0552051995302543, 1.049501368793933, 1.04378317792569, 1.0380893735687895, 1.032421580332993, 1.0267812923503623, 1.0211376255362585, 1.015525536721184, 1.009915297822506, 1.0043400942576335, 0.9987713172064016, 0.9932116959022418, 0.9876637806681648, 0.9822124425666359, 0.9767737033627241, 0.9711920542474075, 0.9657370513326657, 0.9601523752844056, 0.954695206416697, 0.9493601970760603, 0.9439078510677532, 0.9385781363333184, 0.933141960445116, 0.9278283835332384, 0.9224182997017023, 0.9171303367750582, 0.9119594272793966, 0.9065008308813753, 0.9013629289819187, 0.8959543646592504, 0.8908562357715203, 0.8855033216132733, 0.880272338990247, 0.8751581807593921, 0.8699855025479549, 0.8647610454564285, 0.8596540924475579, 0.854500497955563, 0.8493062518747936, 0.8442291368300412, 0.8391155470872829, 0.8341161444868931, 0.8289419090874705, 0.8240241215418976, 0.8189411060413154, 0.8138394169488212, 0.8088529620174207, 0.8038500851925475, 0.7989586789053078, 0.7939316130146745, 0.789017702447622, 0.7840963709047406, 0.7791708437337929, 0.7742441575646009, 0.7693191664009212, 0.7645043284869084, 0.7595881931829723, 0.7547824209905004, 0.7498847344431993, 0.7450971954131264, 0.7403207638324785, 0.7354650121178254, 0.7307184431702922, 0.7259882691669349, 0.7211897496088698, 0.716414438180406, 0.7117459270970089, 0.7070185872924755, 0.7023177170659429, 0.6976442026912517, 0.6929235594408663, 0.6883087583280612, 0.6836514858707418, 0.6790274814803213, 0.6743683748296092, 0.6698135468811932, 0.66522722019593, 0.6606140177066246, 0.6560411207640637, 0.6515084402152945, 0.6469558306784204, 0.642445833066206, 0.6379207937823166, 0.6334403190175876, 0.6289491479554221, 0.6244505013259478, 0.6199998009042299, 0.6155451625861824, 0.6110893474339932, 0.6066838910298751, 0.6022800916806768, 0.5978803036140168, 0.5934867346022855, 0.5891014516327804, 0.5847263866317919, 0.5804060574012853, 0.5760557515589724, 0.5717207283797809, 0.5674024362962667, 0.5631022167881522, 0.5588213097289872, 0.5545608585927779, 0.550285471981163, 0.5460341897202362, 0.5418078348480315, 0.5375731122778236, 0.5333662625746227, 0.5291553075174441, 0.5249747197288656, 0.5207937911299486, 0.5166453157629723, 0.5124998092417291, 0.5083594397963866, 0.5042262402784297, 0.5001021134845254, 0.4960159503707024, 0.4919145713862464, 0.48782726059897114, 0.483780774058107, 0.4797252321330947, 0.4756635829450032, 0.4716458925423571, 0.4676253521634096, 0.46362708042988143, 0.45962984809143925, 0.4556575027557774, 0.4516896200889264, 0.44772822980685884, 0.443775233829627, 0.4397930442112982, 0.4359014242453979, 0.4320966597325339, 0.42819131476180716, 0.42419443569720905, 0.4204656604014399, 0.41647459064311865, 0.41274414662094727, 0.4089314411556804, 0.40504421213347025, 0.4012463150440524, 0.3973812047068589, 0.39360513645053513, 0.38991444421844945, 0.3861629869783328, 0.3823571273271398, 0.37863905962703515, 0.37487216166730714, 0.3711920238579135, 0.3674681297801342, 0.36382978758348816, 0.36015230483057586, 0.3565590187320213, 0.3529307875285411, 0.34927224522380856, 0.3455878219785252, 0.3419894779589147, 0.33847367156733266, 0.3348312682801966, 0.33127422925830674, 0.32779904445173436, 0.3242106262168386, 0.3207063290911641, 0.3171912651860379, 0.31366850333297425, 0.31022811272324047, 0.30669643407973474, 0.3032484278339548, 0.29988065451884977, 0.29643126858527796, 0.29298567533879766, 0.2896215528741467, 0.28618802214229994, 0.28283633955214227, 0.2794928433262025, 0.27615929314605464, 0.2728373376031366, 0.2695285185934613, 0.2662342757236854, 0.2629559507009598, 0.259634017042737, 0.2563926440853731, 0.25317063583494737, 0.24996898562322806, 0.24673350069455932, 0.24352280945486018, 0.24039003212378604, 0.2372296087407362, 0.23404593703091, 0.23094055826361062, 0.2278152596942111, 0.22472025488395878, 0.2216557995566122, 0.2185780546499531, 0.21553342625992855, 0.21248008834339388, 0.20946202734805505, 0.2064791515038012, 0.20349254116832777, 0.2005428055302819, 0.19759283786986226, 0.1946451824060592, 0.19173724449889407, 0.18883447893726493, 0.18597230188988906, 0.18311781140150604, 0.1802729841912055, 0.17743967617612263, 0.17464955482973074, 0.17184360307450053, 0.16908245090492705, 0.16633763407672233, 0.16361051660907963, 0.1609023664798033, 0.1581888623346677, 0.15552276665010215, 0.15287889025873855, 0.15023465680486647, 0.14761568359155114, 0.14502269868616777, 0.14245636222036764, 0.13989622834339946, 0.13736502745161014, 0.13486319156456947, 0.13237175439337265, 0.1298926594348482, 0.12744599843626397, 0.12503192323251955, 0.12261602847378116, 0.12023485985317715, 0.11787209099412498, 0.11552905161039552, 0.11320697231327322, 0.11090698861858529, 0.1086446188372882, 0.10639144633315989, 0.10416325590559868, 0.10196084227278941, 0.09977209226660445, 0.09761125678186537, 0.09547888445958215, 0.09336375894068343, 0.09127871970092964, 0.08921311138828855, 0.08716823878141697, 0.08514530355905127, 0.08317538590634742, 0.08120826277107873, 0.07920931460034411, 0.07736612216049085, 0.07540380451058669, 0.07359158964368608, 0.07167194666060374, 0.06989667036252979, 0.06810149437437497, 0.06629153718355958, 0.06461489868803462, 0.06285381645967107, 0.06115373864938885, 0.05951186345379603, 0.05786322720323933, 0.056271916647650855, 0.05467727905001486, 0.053082968471076436, 0.0515462872491536, 0.05001260355658266, 0.048535038117140133, 0.047110954649484324, 0.045645002179497, 0.04423449743965169, 0.042876780063934576, 0.041486674017026506, 0.040190448065082277, 0.038866317219387374, 0.03759424426882353, 0.036336450414526336, 0.03509471746347538, 0.033903087261384454, 0.032727952868740494, 0.03157076081342766, 0.030461392486856233, 0.029370038974901026, 0.028297852980493074, 0.027245866221073594, 0.02621499355415654, 0.025228986389718162, 0.024241610108500438, 0.023298411516096917, 0.022377031612501253, 0.0214779668806501, 0.02060162488139049, 0.019748328905017026, 0.018918322644974197, 0.01812752079091003, 0.017343765976497384, 0.016583629910374112, 0.01584708355271733, 0.015134040975551615, 0.014444363650311771, 0.013777864610686738, 0.013134312480641352, 0.012513435359534739, 0.01190505613722623, 0.011329093724233779, 0.010765924914825035, 0.01021660740899012, 0.009697801956822273, 0.009192741264352839, 0.008709184159361283, 0.008246537326650687, 0.007797982352078522, 0.007369865460779778, 0.006961523474687333, 0.006567129714979373, 0.006186978472233374, 0.005825816031587915, 0.005482901213052613, 0.005153523433900607, 0.004837742618044917, 0.004539029835776876, 0.004253375025097479, 0.003980693093328826, 0.0037208481293716095, 0.0034762782940255896, 0.0032437695063189395, 0.0030230944661512054, 0.0028160907519144307, 0.0026181189666379303, 0.0024329265614411906, 0.0022564448326216438, 0.0020902665318775797, 0.0019354418998821336, 0.0017886525628489742, 0.0016510507186429453, 0.0015222487160486632, 0.0014008458312190243, 0.0012885589851553473, 0.0011830516708868967, 0.0010841600505762064, 0.0009931079630871391, 0.0009073747620241728, 0.0008286921081808735, 0.0007549104339270114, 0.0006869277060237056, 0.0006239311269874694, 0.0005660823414268824, 0.0005126703301500819, 0.00046346391552201844, 0.00041823104186555825, 0.00037674068596014933, 0.0003387645427615971, 0.0003040784932753391, 0.00027246386356576173, 0.0002435420108522546, 0.00021745932484536188, 0.00019370092958228018, 0.00017212358799007066, 0.00015268741525204188, 0.00013521459932495648, 0.00011945734568892505, 0.00010528757576056963, 9.264314349220946e-05, 8.132724349764531e-05, 7.103900897870687e-05], 'MSE': 89389.0399367496, 'R_2': 0.35162529528510145, 'U_norm': [-9.95759214577986, 0.012575617235544895, 0.011820876634927573, 0.010835371399255977, 0.009606850827298957, 0.00814294743051035, 0.006474570281180243, 0.004655463701491177, 0.002757644712942303, 0.0008636288557062317, -0.0009428881902546838, -0.0025860800135803505, -0.004005310572783528, -0.00515987169987431, -0.007879072602126395, 11.039039939116533, -0.006949963232166887, -0.007053661914623491, -0.006976013925184474, -0.006765408192680758, -0.006469649330535551, -0.006132001340933659, -0.005788309904846979, -0.005465339009357125, -0.005180302458593056, -0.004941433524819348, -0.004749336606852165, -0.004598815349707723, -0.004480873348753552, -0.004384627217613756, -0.00429894209264245, -0.004213679526148846, -0.004120522476408058, -0.004013401692811387, -0.0038885875550563114, -0.00374453137178052, -0.003581543489632844, -0.003401387101364, -0.0032068513784135892, -0.003001349781390501, -0.002788572279090198, -0.0025722056718492947, -0.0023557251044185996, -0.002142252263386205, -0.0019344712676854733, -0.001734591244300055, -0.00154434434451747, -0.0013650088567005564, -0.0011974485857557352, -0.001042161413122025, -0.000899331658757471, -0.0007688824060089469, -0.0006505252184385811, -0.0005438056923013329, -0.00044814403503737603, -0.00036287036814876776, -0.00028725491295630823, -0.00022053336630413896, -0.000161927710249465, -0.00011066350439070358, -6.598370284528662e-05, -2.7159440528519095e-05, 6.500406192118249e-06, 3.564574904505526e-05, 6.087802150218237e-05, 8.274617320219199e-05, 0.0001017289310251139, 0.00011827023147702414, 0.00013270032481881917, 0.00014531324174651823, 0.00015663495629429373, 0.00016719278340226253, 0.00017609817823904266, 0.00018346431329427766, 0.00018688225530955798, 0.00019282533106052888, 0.0002090155896317016, 0.00021679569314712562, 0.00021248550457880378, 0.00019712294618901292, 0.00011021908600995419, 0.0002691603592975038, 0.0002366499768187406, 0.00016214588015681946, 0.0001966338748347044, 0.00028411440173582177, 0.00030805505961408066, 0.00029416351769009544, 0.00025574491904263005, 0.0002193347105372492, 0.00020352210808761395, 0.0002002724708630339, 0.00019689969282216146, 0.0001934434542749172, 0.0001899344563871876, 0.00018639525311818983, 0.00018284146592707903, 0.00017928320923853047, 0.00017572656988818684, 0.00017217501136241822, 0.00016863060776113522, 0.00016509504774689368, 0.0001615703815020667, 0.00015805951114889838, 0.00015456644584255596, 0.00015109635664101843, 0.000147655473814014, 0.00014425087144782607, 0.00014089018238482874, 0.00013758128171602088, 0.00013433197063511117, 0.00013114968512911035, 0.00012804124693676128, 0.0001250126671183295, 0.00012206900720011064, 0.0001192142971246023, 0.00011645150670067519, 0.00011378256326094863, 0.00011120840724805509, 0.00010872907743403594, 0.00010634381630543387, 0.00010405118750663593, 0.0001018491977924023, 9.973541720788855e-05, 9.770709276910191e-05, 9.576125180318557e-05, 9.38947925042932e-05, 9.210456024782926e-05, 9.038740933622952e-05, 8.874025043073265e-05, 8.716008478370263e-05, 8.564402657912971e-05, 8.418931510285611e-05, 8.2793318333908e-05, 8.145353039587911e-05, 8.016756340789237e-05, 7.893313623056395e-05, 7.774806265234772e-05, 7.661023663366722e-05, 7.55176188725774e-05, 7.446822581621399e-05, 7.346012043336678e-05, 7.249140250048256e-05, 7.15602025718422e-05, 7.066467995526714e-05, 6.980302615101264e-05, 6.897346021497619e-05, 6.817422827074875e-05, 6.740363022103983e-05, 6.665999051179193e-05]}, 'iteration_2': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-6408.255661962886, 2.721412629713753, 2.7453617364106164, 2.7821762340013474, 2.8359649006657586, 2.9097469016082167, 3.0035128052996147, 3.112106963485584, 3.22369417762665, 3.3192772739286514, 3.3740773265783073, 3.360219903020602, 2.8650730976427736, 6537.132935828994, 226.9330329132728, 2.201759893016862, 1.6122903375190456, 0.9333308743678941, 0.196387567413831, -0.5629688587604199, -1.3090389069545032, -2.009448106617299, -2.63769516608937, -3.1746121482287672, -3.608769919385546, -3.936015965010682, -4.158410083016011, -4.282834422547613, -4.31951808663407, -4.280655074820787, -4.179224836360528, -4.028072748950516, -3.8392515003694, -3.62360079189411, -3.3905275639860513, -3.1479408940562403, -2.90229422862845, -2.658697792794084, -2.421068267140683, -2.192303219921324, -1.9744459537119257, -1.768839322047731, -1.5762792455636854, -1.3971178497004486, -1.2313929377864985, -1.0788781687677143, -0.9391839932717044, -0.8118050297826258, -0.6961111828085054, -0.5915084751564254, -0.49726082796390164, -0.41271200076465503, -0.33718581410132714, -0.27000958542653186, -0.21053563752588467, -0.15813995064621092, -0.11222524568685731, -0.07222287255496722, -0.037593942324737374, -0.007829908066810224, 0.017547237592355047, 0.038985045250595055, 0.05690091117854914, 0.07168256586731044, 0.08368868695231892, 0.09324965650386237, 0.100668440227182, 0.10622156419075883, 0.11016020070403047, 0.11271134124989915, 0.11407904521526183, 0.11444575328606187, 0.1139736487822673, 0.11280605143722311, 0.11106882747203853, 0.10887180000969894, 0.1063101445171646, 0.10346575498013302, 0.10040856788621225, 0.09719783266797058, 0.09388331898866895, 0.09050645310738571, 0.08710137750739806, 0.08369592988216766, 0.08031253931190611, 0.07696903911923327, 0.07367939723743665, 0.0704543661474943, 0.06730205549415669, 0.0642284313030585, 0.06123774633683816, 0.058332906617333376, 0.0555157794156516, 0.05278744822251204, 0.05014842020095856, 0.0475987915263944, 0.04513837584992188, 0.04276680088257118, 0.040483577878534086, 0.03828814846149144, 0.03617991290356012, 0.03415824361377274, 0.03222248718099534, 0.03037195795228723, 0.02860592572687177, 0.026923599751366777, 0.025324110864462002, 0.023806493300259433, 0.022369667395171274, 0.021012424150899066, 0.019733412386301948, 0.018531128959360026, 0.017403912368786873, 0.016349939858555564, 0.01536722800810114, 0.01445363666771535, 0.013606876001257096, 0.012824516332954896, 0.012104000453977587, 0.011442658007970431, 0.010837721575458627, 0.010286344051642696, 0.009785616951345518, 0.00933258926258858, 0.008924286508249604, 0.00855772968437024, 0.008229953795842777, 0.007938025717088966, 0.007679061174287714, 0.007450240676497303, 0.00724882425720281, 0.007072164927985502, 0.006917720774515555, 0.006783065631499368, 0.006665898316876163, 0.0065640504033609645, 0.006475492520172805, 0.00639833920519379, 0.006330852309469081, 0.006271442968556378, 0.006218672151088639, 0.006171249778503828, 0.006128032424200048, 0.006088019587054457, 0.00605034856499399, 0.006014287966497418, 0.005979229940132824, 0.005944681243081336, 0.005910253328563568, 0.005875651700349278], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [319.96626912193676, 3999.9553432979383, 2679.86905073136, 1670.6395263880463, 1019.5567861700573, 608.3587050690933, 351.032888842326, 191.8756885583325, 94.62382359925292, 36.09231962255485, 1.5065834242597613, -18.465317781471807, -29.554980537831078, -35.40704595513952, -38.136764654049976, -39.07784043312731, -38.99817770606708, -38.36072186046734, -37.42978557362063, -36.35678821129407, -35.22758659686807, -34.097240985328455, -32.97587929781034, -31.89116444422027, -30.835103312884815, -29.817232723260513, -28.83783899880406, -27.89616436428902, -26.98577012082002, -26.110916996850094, -25.265377383873815, -24.45267391548256, -23.66707951725508, -22.91164047625193, -22.181164452587446, -21.474825883962666, -20.79180718193655, -20.13130331718004, -19.492525066423706, -18.871862451329243, -18.274385085487825, -17.6938118064084, -17.132249455292005, -16.58667746772584, -16.05895183784067, -15.546301917189945, -15.048378317490885, -14.564823324648613, -14.097077600645209, -13.641080815073346, -13.19835987481594, -12.768547557996847, -12.349792071216283, -11.943356851305724, -11.548873813096893, -11.163402281349063, -10.784483838564803, -10.42416039247613, -10.06876035016757, -9.729407643258334, -9.384593660189573, -9.06532427923804, -8.741285160037581, -8.431847576262435, -8.127538431021597, -7.836710700652171, -7.550712783348439, -7.269745978567535, -6.993977122393738, -6.723541365383786, -6.465023779153749, -6.211451950169755, -5.962918074411671, -5.725161456192109, -5.4866404686617845, -5.258502009446784, -5.0351181236740965, -4.816514382833112, -4.602701307543993, -4.393675879663854, -4.18942295593601, -3.9939010705879454, -3.7989338571216713, -3.6086412674303845, -3.4229715867148873, -3.245210884929471, -3.0684635480931104, -2.8961551349352943, -2.7282128094307563, -2.564560365115518, -2.402429857326941, -2.2472318881563296, -2.093610911638388, -1.9465158998656735, -1.7987697425157971, -1.6573513971440694, -1.5198032765331468, -1.3840447808971668, -1.2502324113190988, -1.1221348642669455, -0.9959260150504714, -0.8717252745192406, -0.7512287489216029, -0.6343189563379618, -0.5194218917899647, -0.40801138398060444, -0.29863403647699566, -0.19134972907237652, -0.08743217231296808, 0.014410107389032676, 0.11414069875255009, 0.21065910127377002, 0.30511122459169054, 0.3974786567143164, 0.48774973472264466, 0.5750206194475166, 0.6611274176249422, 0.7443143395474192, 0.8262704852377329, 0.9053992924388697, 0.983253651541391, 1.0583822022480518, 1.1322118379370807, 1.2040505706378513, 1.2739267840064474, 1.342443174306945, 1.4090080548509412, 1.4736580286516177, 1.5369292963724268, 1.598316560280213, 1.657861657894062, 1.716474393566106, 1.77283625669296, 1.8282365625743031, 1.8818572561293, 1.9341066648986922, 1.9849830466670166, 2.0344881845646263, 2.082627053298444, 2.1291109658860883, 2.1745575124850895, 2.2186682000511126, 2.261457830065646, 2.303186785675104, 2.3436058539877562, 2.382736174999293, 2.420599986878676, 2.4574199078743475, 2.493190194442993, 2.5279083127639197, 2.561403801139584, 2.5938679944393916, 2.625305214831462, 2.655721991169252, 2.684573396153467, 2.7128745232652696, 2.740943384484487, 2.7674975885709183, 2.7926325383594217, 2.817487832491996, 2.840980487328277, 2.8641338712742557, 2.8868689322970713, 2.907451682133927, 2.9276797878678282, 2.9474880483783545, 2.9661234964366194, 2.984314547434924, 3.0020111154971914, 3.0180222457838126, 3.0341426490330052, 3.0492204118529407, 3.0633238714294615, 3.0769552739834123, 3.0900843841140104, 3.1026851839868006, 3.1143839559008675, 3.1252409752561334, 3.1356142834494922, 3.1454863315989505, 3.1548427193139568, 3.163437128445377, 3.1715365510884737, 3.179132179785297, 3.186217636447963, 3.1926287542706486, 3.1985565733688697, 3.2039985770810424, 3.20884033164374, 3.2133243250144985, 3.217237910023411, 3.220696601160307, 3.2237034907215594, 3.226262849543499, 3.2283390777951473, 3.2300302801499545, 3.231270360014558, 3.2321195310245123, 3.2325504829850837, 3.2325894847407546, 3.2322434791748362, 3.2315084769553146, 3.2304214971279133, 3.228951714148312, 3.227127078996281, 3.2249990552288224, 3.222502301584692, 3.2196831449392556, 3.2164982954383117, 3.213063387345891, 3.2092773593532993, 3.2052061577046373, 3.2008612486185966, 3.196182669510273, 3.1912474672958626, 3.1860671474306086, 3.180574492980378, 3.174854899119319, 3.168919549696729, 3.16269550637031, 3.1562741734130593, 3.1495797262735943, 3.1426190897475754, 3.1354881857170813, 3.12810799058785, 3.1205763013357917, 3.1128123606549947, 3.1048241960477796, 3.0966200623033173, 3.088299922974438, 3.0797810503861847, 3.0709801258919036, 3.062180630902244, 3.0531159752588755, 3.04388629779572, 3.0345000183428286, 3.0249654934567367, 3.0152909916177713, 3.0054846712003216, 2.9954653728018186, 2.9854199376514368, 2.9751783899054955, 2.9647503015038574, 2.9543184433886, 2.943716294062231, 2.9329532694033116, 2.922207157053144, 2.911232114123821, 2.9002047902716943, 2.889049949989855, 2.877857083672755, 2.8664726596434575, 2.8550655266541587, 2.8435633546222374, 2.831974271185667, 2.820306204911323, 2.808566873986067, 2.7967637768487124, 2.784904184631004, 2.7729951352741895, 2.7609728078956124, 2.748916464729039, 2.7367638940359433, 2.7245917819184062, 2.712339508844959, 2.700081154126193, 2.6876933372149434, 2.6753772360147448, 2.662823226409797, 2.6504767732213463, 2.6377309711330987, 2.625202920656578, 2.6128871014531145, 2.600206561276885, 2.587746953844208, 2.5749508143010575, 2.5623831283282517, 2.549505701031302, 2.5368630749170276, 2.5244484639933233, 2.511751970930146, 2.49879482962089, 2.4860820877513743, 2.47313106783763, 2.4604275071116, 2.4475065578276696, 2.434835149965054, 2.421965796145316, 2.409347161215559, 2.3965486231030697, 2.3835871306194707, 2.3708846756810997, 2.3580350073272505, 2.3454430647128683, 2.3327183835206076, 2.319875549053025, 2.3072947836286084, 2.294249604767382, 2.281829098642521, 2.2689700818351906, 2.256379993149469, 2.243719549567265, 2.2310001378948137, 2.2182326500721774, 2.2057364968765905, 2.193199265536002, 2.1806306525918866, 2.16803989170076, 2.1554357591467803, 2.143103770266391, 2.1304913257452824, 2.1181544859341153, 2.105823398004551, 2.093504996286188, 2.080957647253502, 2.0686893390486696, 2.056452109555919, 2.0442513928463497, 2.032092278266675, 2.019757769404978, 2.007700759070881, 1.9954866944291876, 1.9835479036164878, 1.9714687949672187, 1.9594642162917641, 1.947536886014375, 1.9356892833716874, 1.9237390651603483, 1.9118812854889327, 1.9001174679150878, 1.88827682603958, 1.8765405637759498, 1.864909378113705, 1.8533838224017984, 1.8416508609286595, 1.8301917808928847, 1.8186965425964046, 1.8071753649734754, 1.7957804460564697, 1.784371646280894, 1.7730936639877029, 1.7618124515534708, 1.750665573957565, 1.7393983064596343, 1.7282739231148634, 1.717169642912465, 1.7062095354773104, 1.695161332211424, 1.684263322980655, 1.6732936815109378, 1.6624789627012686, 1.6516073690212443, 1.640894255314164, 1.6302367591252134, 1.6195416085334475, 1.6089137855334852, 1.5983562130939541, 1.5878715521485192, 1.5773743354372811, 1.5670446203658948, 1.5566269669814743, 1.5462985727543563, 1.53606066906883, 1.525836624520473, 1.5157087918763366, 1.5056038161361323, 1.4955275512537298, 1.4855558003041691, 1.475551213657299, 1.4656575470612598, 1.4558089349070973, 1.446009521780849, 1.4362631325009292, 1.4265732870726744, 1.4168841481372003, 1.4073182627749738, 1.397761582437237, 1.3882755105572575, 1.378808728887374, 1.3694191946466805, 1.3600576869127567, 1.3507789063342852, 1.3414873694381313, 1.332332486881771, 1.3230817923794762, 1.314018109785445, 1.3051784423258228, 1.2961275273606274, 1.2868880972463737, 1.2782900540001352, 1.2695045030404808, 1.260551950422206, 1.2518265590989766, 1.2429533447527727, 1.2343062524358628, 1.2258754361831963, 1.2173133563238347, 1.2089661138654584, 1.200502987554544, 1.191939344526543, 1.183594855748511, 1.1754599472191727, 1.1672355083542105, 1.1589347312674732, 1.1508454728980895, 1.1426900762328864, 1.1344801596818264, 1.1264813678406769, 1.1186844429703873, 1.110596569921838, 1.1029535514877806, 1.0950388674673945, 1.0873271821049841, 1.0795913711500291, 1.0718395985830553, 1.0642866067975278, 1.0567218230435653, 1.04915232739258, 1.041584769896625, 1.0342119444041704, 1.026843426239923, 1.0194849509451793, 1.0121418796361161, 1.0049873287009115, 0.9976853211319461, 0.990572310745466, 0.9834844653460026, 0.9764257627124544, 0.9693998857226594, 0.9624102350931395, 0.9554599421714441, 0.9485518816907893, 0.9416886844089967, 0.9348727495650915, 0.9281062570973184, 0.9213911795758152, 0.9147292938117171, 0.9081221921121676, 0.9014578865443514, 0.894967375781122, 0.8884277638137087, 0.8819531717202528, 0.8755441874469498, 0.8692012813209474, 0.8629248144854923, 0.8566207701628661, 0.8503884741568746, 0.8441383896824866, 0.8379643601724182, 0.8318658963347122, 0.825759906162373, 0.8197326478056398, 0.8137832939922245, 0.8077585175534385, 0.8018920666436153, 0.7959600187285133, 0.7901837374450594, 0.7843506544728888, 0.77860369639849, 0.7728762805910339, 0.7671719196392355, 0.7615554370753824, 0.7559650026325315, 0.7504034961638872, 0.7448735685774168, 0.7393776525794076, 0.7339179733537758, 0.7285490091815162, 0.7231663121514887, 0.7178254240729297, 0.7125278430004033, 0.7072749099894423, 0.7020219494117216, 0.6968629634077529, 0.6917082900226735, 0.6865621866556135, 0.6815109878478146, 0.6764716159688907, 0.671447646913114, 0.6664803888799204, 0.661532896618659, 0.6566440763757844, 0.6517787000969454, 0.6469393123007312, 0.6421614468733863, 0.6373799698467842, 0.6326623914282326, 0.6279773663519574, 0.6233265760104129, 0.6186825441776518, 0.6141054130466989, 0.6095391507258427, 0.6050137905097835, 0.6005302432870292, 0.5960639799272281, 0.5916423620234691, 0.58724193046595, 0.5828883844408659, 0.5785592966208908, 0.5742567005809905, 0.5699824565703334, 0.5656963980897642, 0.5615663977272383, 0.5573460214366361, 0.5532392071013152, 0.5490530424941333, 0.544980357052346, 0.5410159836066779, 0.5369819706613177, 0.5330558734411399, 0.529068890467862, 0.5250295627462761, 0.5212560452596635, 0.5172779933462293, 0.5134090362718022, 0.5096441520827183, 0.5058395827382659, 0.5021372510373164, 0.49840085410343243, 0.4946365632030688, 0.4909747289406073, 0.4874106707154756, 0.4837039853218544, 0.48021376262355475, 0.4765910671993256, 0.4730670914587133, 0.46953161136392646, 0.4660916852098349, 0.4626428825398307, 0.45918911209231555, 0.4558287236553758, 0.4523731598810121, 0.4491021565653288, 0.44574248288789053, 0.44247401538522174, 0.43921001575420604, 0.4359531696254063, 0.43270597491187873, 0.42947074836453875, 0.4263235272525495, 0.4231883503162956, 0.42006718164510415, 0.41696183295073275, 0.41387397023078215, 0.4108051204949464, 0.4077566784988623, 0.40479085040514207, 0.4017852427383328, 0.39886122005222274, 0.3959027845018347, 0.3929700662322765, 0.39011689422257484, 0.3872362805493237, 0.3843833760481944, 0.3815586680189379, 0.3787625716216957, 0.37594918399625543, 0.3732125417282826, 0.3704615647697611, 0.36774256547640066, 0.3650555596850279, 0.36240052126403294, 0.35973818742724967, 0.3571097734267856, 0.3544779612154702, 0.3518815894101847, 0.34932028073102167, 0.34675950676958556, 0.3442348394278186, 0.34171346925763824, 0.3392289256596843, 0.33675003697871575, 0.3343084117214655, 0.33187443654510423, 0.3294497782236959, 0.32706334284073085, 0.3246876850881875, 0.3223241620609077, 0.3199740196196843, 0.3176629065659204, 0.3153421733596825, 0.31306115320219907, 0.31079624305028736, 0.3085263119901491, 0.30629659472096116, 0.30408519035727005, 0.3018724792479819, 0.2996999476634527, 0.29752815475131594, 0.2953776615883681, 0.29324876581030146, 0.29112410267558675, 0.2890224361362551, 0.2869438795820147, 0.28487228913612694, 0.28282479555655116, 0.2807860116296617, 0.27875711646879836, 0.2767537219878121, 0.27476150066465266, 0.27278138701236776, 0.27082761532040345, 0.2688738295517067, 0.2669471529455364, 0.26502253117272434, 0.2631255427263064, 0.2612323731879731, 0.2593557914801776, 0.25749618347168385, 0.2556538839004704, 0.2538187147722263, 0.25200194427562883, 0.2501938385826174, 0.24840497598288633, 0.24662605067732807, 0.2448578634202284, 0.24310114303323918, 0.2413825006636097, 0.23967519882138996, 0.23793064868451397, 0.23623309448169755, 0.2345027370591038, 0.23281922554774262, 0.2311803737602123, 0.22951256234703554, 0.22788914581381356, 0.22624027166992772, 0.224635347091985, 0.22300810232290738, 0.22142420827452577, 0.2198816649767949, 0.21826000811902732, 0.21673987849673004, 0.21514617999423252, 0.21365003025407026, 0.21208541212171556, 0.21056263087998994, 0.2090797405689783, 0.20758575824139788, 0.2060827787115728, 0.20461934948237742, 0.20314827335944458, 0.20167136429238072, 0.2002333180270272, 0.19879045382486296, 0.19738511824331498, 0.19593612294515567, 0.19456407617660842, 0.19315114762331612, 0.19173831802989588, 0.19036248058305577, 0.1889871177165099, 0.1876472076507057, 0.18627504829634892, 0.18493854717583533, 0.18360471554876445, 0.1822744035723329, 0.18094839799570636, 0.1796274249168809, 0.17834038019996393, 0.17703068829240562, 0.17575468481811557, 0.17445859620468915, 0.17319583055568455, 0.17194006743791898, 0.1706675796287397, 0.16942768802315492, 0.1681959580832828, 0.16695034750431326, 0.1657146368039008, 0.1645102611298588, 0.16329439529071493, 0.16208897641670802, 0.16089413033886027, 0.15969079690770313, 0.15851786512244387, 0.15733752928529388, 0.1561689562789629, 0.1549948305155563, 0.1538501656498503, 0.15270072572034854, 0.15154769114901334, 0.1504078015566686, 0.1492809164814466, 0.14815202543614378, 0.1470365773882681, 0.14592024946646467, 0.1448176822053629, 0.1437152089205912, 0.14261360000148748, 0.14152635433496566, 0.14044072240379302, 0.1393573454358299, 0.1382886762912195, 0.13722282225746382, 0.13616031342228369, 0.13510163967210362, 0.13404725264028833, 0.13299756763652437, 0.13196318190632952, 0.13092376075388304, 0.12989009500017715, 0.12886247312617463, 0.12784115632312243, 0.12682638013769776, 0.12581835605358568, 0.12480867429980169, 0.12380651638177075, 0.12281201300598214, 0.12181728744058398, 0.12083080923320354, 0.11984503419002783, 0.11886798607374868, 0.11789244020322227, 0.11692600037229535, 0.11596174852733455, 0.1150001551282341, 0.11404165645866003, 0.1130866562522577, 0.11214179233456224, 0.1111947280831705, 0.110252197950145, 0.1093203184789676, 0.10838756079203371, 0.10745458237202837, 0.10653284031306731, 0.10561155171727751, 0.10469643827264925, 0.10378260579596887, 0.1028754706119714, 0.10197033217761622, 0.1010676244540087, 0.10016775071525381, 0.0992621366243568, 0.09837797350087842, 0.09751433719452622, 0.09662866335296436, 0.09572303860401798, 0.0948788764228491, 0.09397607417738933, 0.09313289849826001, 0.09227177883554942, 0.09139448140192588, 0.09053796118720156, 0.08966688630311398, 0.08881644592758163, 0.08798575597380176, 0.08714189870458892, 0.08628630891939938, 0.0854509270812329, 0.08460502975967767, 0.08377903975686388, 0.08294363718441537, 0.08212780586029807, 0.08130356080338524, 0.08049852239800387, 0.07968597443876309, 0.07886694638680629, 0.07804241986993557, 0.07723742637993582, 0.07645113939788434, 0.07563677598065265, 0.0748417146045543, 0.07406514099742728, 0.07326344801678057, 0.07248071461659182, 0.07169572673656933, 0.07090915669658397, 0.07014109749378492, 0.0693527667507708, 0.06858320567025195, 0.0678316275923209, 0.06706190129585664, 0.06629307448947133, 0.06554246575880364, 0.06477639837248553, 0.06402860793651681, 0.06328264792994932, 0.06253889990079636, 0.061797720923477066, 0.061059444626355056, 0.06032438221472036, 0.059592823483485186, 0.05885147426537675, 0.05812803640338993, 0.057408845326452414, 0.056694115060899435, 0.055971738089908726, 0.05525479486505632, 0.0545551434638645, 0.053849203159227026, 0.053137945168919024, 0.05244404990760171, 0.05174556760146583, 0.051053713739699996, 0.050368542344102624, 0.049680245613926685, 0.04899919614282759, 0.04831603291054165, 0.047640593048706104, 0.04697285550439852, 0.046304104279941694, 0.04564342932611501, 0.04498251698245309, 0.044321931604133655, 0.04367005435508159, 0.04301914012285643, 0.04237712994673985, 0.04173664348278171, 0.04109812106363415, 0.04046197660406274, 0.039835321454095685, 0.039204898891838064, 0.038584329646870724, 0.037967219039969274, 0.0373538734722627, 0.036744578332386556, 0.036133859242969545, 0.0355335924638114, 0.03493811143817427, 0.034342330305766826, 0.033752020511247094, 0.03316734913399843, 0.032588468333990345, 0.032010767122370686, 0.03143937601811362, 0.030874397012774366, 0.030311549211614497, 0.029751271732480815, 0.0291981083859351, 0.02865209934740691, 0.028105464309447888, 0.02756647410555348, 0.02703143773952026, 0.026500658961191036, 0.025974419610204788, 0.02545298047888105, 0.024939865567282605, 0.024428633963695604, 0.023922869605634594, 0.023422757636759117, 0.02292555074075721, 0.022434489834472594, 0.02194970526149815, 0.021468651295125433, 0.020994252599501294, 0.020524089656410543, 0.020058463066055323, 0.01959765043416203, 0.019148739958245415, 0.018700292430669015, 0.01824441002699938, 0.017823887441943895, 0.01737601409902621, 0.016962240322130243, 0.016523769470514062, 0.016118118024178438, 0.015707765833986535, 0.015293876971997963, 0.01491033175197512, 0.014507320039295106, 0.014118122310800202, 0.013742110979516206, 0.013364413638676494, 0.012999717363211191, 0.012634127185332588, 0.012268479168653562, 0.01191592123807917, 0.011563925506484487, 0.011224689660247214, 0.010897620375752278, 0.010560818564785506, 0.010236643112611124, 0.009924494189812175, 0.009604790417140883, 0.009306577701244712, 0.009001844367285908, 0.00870899454909938, 0.008419337417554962, 0.008133285594528307, 0.007858687405774629, 0.007587804757428569, 0.007320973774158213, 0.007065090701558238, 0.006813285906634741, 0.006565828248556792, 0.006322958952489609, 0.0060848925165717166, 0.0058571198155042145, 0.0056289638615702195, 0.005410952634544005, 0.005197923704692703, 0.004989995266890029, 0.004787265041721857, 0.004589811320570972, 0.004397694018235822, 0.004214601832103711, 0.004033092888953993, 0.003857006978196351, 0.003686340838565651, 0.0035210779781846687, 0.003361189651712294, 0.0032066358106780796, 0.003057366024553628, 0.0029133203705733316, 0.0027721399509499753, 0.0026384501698620082, 0.0025076991953564935, 0.002380134063046809, 0.002259626708734033, 0.002142285307488467, 0.002029914592776249, 0.0019223793401577213, 0.0018180967693465294, 0.0017185442902445645, 0.001623570098846964, 0.0015318209042211055, 0.0014433666597716765, 0.0013593135836080193, 0.001279491290786951, 0.0012028049791450383, 0.0011292699767790216, 0.001059696189096178, 0.0009931511822525731, 0.0009296164102863472, 0.0008690614618508414, 0.0008120559276119804, 0.0007578519887519068, 0.000706397767496592, 0.0006581229303844951, 0.0006119465617297709, 0.0005687437131386676, 0.000527566157670656, 0.0004887863236481869, 0.0004526502447189088, 0.0004183842266998762, 0.000386257927948768, 0.0003561815751264003, 0.000327828722839232, 0.00030160099740237067, 0.0002769532589168521, 0.00025384772204581097, 0.0002325708726277955, 0.00021253416902152446, 0.00019414275700134758, 0.00017689461274214384, 0.0001610000182568609, 0.00014626930521216314, 0.00013274060902635534, 0.0001202479621483582, 0.00010873756738613563, 9.815539690428914e-05, 8.844763957622116e-05, 7.956109605456992e-05, 7.14435231244516e-05, 6.404392938784286e-05, 5.727385391053306e-05, 5.116771884732525e-05, 4.560513035194558e-05, 4.055267109799219e-05, 3.6001115431858445e-05, 3.190893027911593e-05, 2.821817439494857e-05, 2.4898929596564206e-05, 2.19367140226052e-05, 1.9285490094028883e-05, 1.6874820081002765e-05], 'MSE': 72039.71042541921, 'R_2': 0.4774669690168012, 'U_norm': [-20.027910083470665, 0.008505311011769707, 0.008580159860006405, 0.008695217293169029, 0.008863324596668002, 0.00909391765640268, 0.009386966995737477, 0.009726359515397435, 0.010075106320951337, 0.010373834985851363, 0.01054510320374587, 0.010501794189929576, 0.00895429730164417, 20.430694021713638, 0.7092404888172266, 0.006881225014862569, 0.005038938458705182, 0.002916966459518809, 0.000613775846213815, -0.0017594631484465716, -0.0040911778348460895, -0.006280187327046241, -0.008243666358008843, -0.009921708809467852, -0.011278594873546105, -0.012301346574270856, -0.012996401458697734, -0.013385268510167844, -0.01349991704552774, -0.013378457330555807, -0.01306145442012498, -0.012589054351328512, -0.01199892574411984, -0.011324946236027474, -0.010596515615021783, -0.009838352353583702, -0.009070625598127564, -0.008309306485579824, -0.0075666359330903, -0.006851669796026592, -0.00617079406808535, -0.005528205608954736, -0.004926391932827556, -0.004366453547710302, -0.003848508601458419, -0.003371849703711839, -0.002935259384348445, -0.0025371581596380166, -0.002175576773589078, -0.0018486588517935352, -0.0015541039053118349, -0.001289860966494576, -0.0010538167517765223, -0.0008438689065881235, -0.0006579932262632332, -0.0004942394434957149, -0.00035074086432801876, -0.000225720269883518, -0.00011749345473716572, -2.447104219869451e-05, 5.484089824926504e-05, 0.00012184110966630703, 0.0001778340929054733, 0.0002240316334856104, 0.0002615547171804575, 0.0002914358968009441, 0.00031462203998516424, 0.00033197738179604585, 0.0003442869184469473, 0.0003522600731021571, 0.00035653459857118306, 0.00035768068210097415, 0.000356205199996207, 0.00035255607363892906, 0.00034712667643555504, 0.00034026024182561395, 0.0003322542244980232, 0.0003233645701372944, 0.00031380985330712387, 0.0003037752480034585, 0.0002934163008201382, 0.0002828624824642762, 0.0002722204994440351, 0.00026157735372235027, 0.00025100314356393333, 0.00024055360397699254, 0.00023027238935465627, 0.00022019310474228514, 0.00021034109545137086, 0.00020073500727747312, 0.0001913881315048699, 0.00018230955040916564, 0.00017350509982772615, 0.00016497816602599485, 0.00015673033405556392, 0.00014876190449625258, 0.0001410722949463646, 0.0001336603418802223, 0.0001265245178061622, 0.0001196630776142351, 0.0001130741469572315, 0.00010675576440662437, 0.00010070588783735988, 9.492237435811647e-05, 8.940294185090928e-05, 8.414511895091273e-05, 7.914618924269521e-05, 7.44031343896629e-05, 6.991258008741889e-05, 6.56707478179873e-05, 6.1673414695169e-05, 5.791588290495571e-05, 5.439295970846133e-05, 5.109894839261181e-05, 4.802765011472231e-05, 4.517237620190225e-05, 4.252597016184563e-05, 4.008083845733263e-05, 3.782898896831735e-05, 3.5762075951467345e-05, 3.38714503092234e-05, 3.214821390113515e-05, 3.0583276752850856e-05, 2.91674159797544e-05, 2.789133536092503e-05, 2.6745724527587928e-05, 2.572131689324162e-05, 2.4808945474163313e-05, 2.3999595964465083e-05, 2.3284456526099167e-05, 2.265496386105011e-05, 2.2102845258483818e-05, 2.1620156398709704e-05, 2.1199314715907836e-05, 2.0833128258035386e-05, 2.0514819975458735e-05, 2.0238047415930162e-05, 1.9996917889183395e-05, 1.9785999107117664e-05, 1.9600325344914263e-05, 1.943539915547578e-05, 1.928718861829155e-05, 1.915212014853944e-05, 1.9027066850604855e-05, 1.8909332496300334e-05, 1.8796631246171956e-05, 1.868706336424401e-05, 1.8579087304213297e-05, 1.847148872939113e-05, 1.8363347242038983e-05]}, 'iteration_3': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-8439.996198238563, 3.053538370231565, 3.1135847837281565, 3.176708296448104, 3.233770780221853, 3.2728486434065553, 3.2801043619875463, 3.240988602571607, 3.14161265184469, 2.970108910603489, 2.7057440068815106, 2.3575131381660754, 8778.292806836129, 1.4356754533739886, 0.8889572515292762, 0.2980228021221601, -0.30796433422122776, -0.9080196676173984, -1.4733017230665946, -1.9965666237737598, -2.4661387539877104, -2.8735483659343575, -3.2135717161059554, -3.484060464606155, -3.6856109105916457, -3.8211261508280834, -3.895321699817251, -3.9142188644800515, -3.8846615681995056, -3.813883000675741, -3.7091387919942864, -3.5774109643190326, -3.425198713674944, -3.258364289630472, -3.082054225818213, -2.9006679199702083, -2.7178681895090286, -2.5366219037295084, -2.359260687047097, -2.1875531818947684, -2.0227820483093657, -1.8658205550080906, -1.7172051465208713, -1.5772016719452326, -1.445864003426827, -1.3230845667929743, -1.208636880240978, -1.1022105819079189, -1.0034396607973812, -0.9119247209915858, -0.8272501407292204, -0.7489969634706009, -0.676752296543324, -0.6101159091540057, -0.5487046264802508, -0.49215502088440727, -0.4401248124506877, -0.39229331311634547, -0.34836118247651365, -0.3080497080856097, -0.27109977702475274, -0.23727066724686016, -0.20633875525072287, -0.17809621026011757, -0.1523497236603025, -0.12891930566126036, -0.10763716818524378, -0.08834670355671988, -0.07090156172878354, -0.05516482436815425, -0.041008271027248376, -0.028311730772344855, -0.016962511498941752, -0.006854898515285763, 0.002110286147881747, 0.010026072111720994, 0.016979684719390067, 0.02305285220668412, 0.02832208267866645, 0.0328589167895172, 0.036730161201003926, 0.039998107067390466, 0.04272073700001149, 0.044951923332450426, 0.0467416197856853, 0.048136048107301585, 0.049177880780541285, 0.04990642050791251, 0.050357776888646504, 0.050565040509047705, 0.05055845440957169, 0.050365582780130494, 0.050011476527456133, 0.04951883533349687, 0.04890816571366504, 0.048197934594253915, 0.047404717917847464, 0.04654334385862228, 0.045627030287850666, 0.04466751617374434, 0.043675186657647906, 0.042659191582005956, 0.04162755734682406, 0.04058729202483766, 0.039544483741704765, 0.038504392373272286, 0.037471534673213104, 0.03644976296330826, 0.035442337603318004, 0.034451993438474965, 0.03348100048434913, 0.03253121911093172, 0.031604150024927224, 0.030700979368294766, 0.029822619249386624, 0.028969744021988906, 0.028142822599287992, 0.027342147107057, 0.02656785815457827, 0.025819967028612743, 0.025098375090713665, 0.024402890640504955, 0.023733243516805284, 0.023089097656526412, 0.02247006185518404, 0.021875698926986067, 0.02130553345802479, 0.02075905829904532, 0.020235739961067423, 0.019735023041237518, 0.019256333800325803, 0.0187990830189031, 0.018362668228143895, 0.017946475404257645, 0.017549880224789368, 0.01717224895433496, 0.016812939055951878, 0.016471299610358668, 0.01614667163781762, 0.015838388416908787, 0.015545775908903813, 0.015268153356147588, 0.015004834170464677, 0.014755127170562555, 0.014518338243851087, 0.014293772478108374, 0.014080736785652671, 0.013878542993560916, 0.013686511367408975, 0.013503974520074786], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [286.09484969321426, 4784.594662959413, 2984.206384241045, 1716.5629294942446, 959.9339999753578, 518.9040660880278, 264.7822091505341, 120.47975968051897, 39.84107200913396, -4.281783699166754, -27.747595635856825, -39.7097238872604, -45.328167244757864, -47.55495103660832, -47.97758215389562, -47.4817310626282, -46.53493784333613, -45.39535831361745, -44.184417542710754, -42.966734119890546, -41.77367739986227, -40.62687408803193, -39.5161766264798, -38.45729315552642, -37.4355399890997, -36.45618045836046, -35.51706944341324, -34.61600863501827, -33.745922110401004, -32.910282095603876, -32.10272716474888, -31.326328888604326, -30.57540068905821, -29.852694419512616, -29.153122631959857, -28.475799311686956, -27.819869166036515, -27.184507905726207, -26.568922182526922, -25.969605139002994, -25.391444993350618, -24.82836768523612, -24.28242080668646, -23.750680527483308, -23.23497553575018, -22.732624561979915, -22.243308237610062, -21.76670333993599, -21.304271031218768, -20.85203386665146, -20.41153797497926, -19.982461618760517, -19.562994755308647, -19.1544441903308, -18.756491267873574, -18.366207923057637, -17.981117386414596, -17.6135294658096, -17.249563636936706, -16.900669126466244, -16.544728472289687, -16.213807958999418, -15.876553383002022, -15.553126639966461, -15.23369390753879, -14.927087768627368, -14.624252811045755, -14.325411963669369, -14.030756441172459, -13.740448156016104, -13.461626732783838, -13.186842881342585, -12.916217185945085, -12.65606817076043, -12.393791869634528, -12.141669592764318, -11.8935534123688, -11.649499029807727, -11.409547515532934, -11.173726650309685, -10.942052183973901, -10.719085301706105, -10.49553626949444, -10.276127108891826, -10.060836165485393, -9.853545933430109, -9.646253725879783, -9.442982445088322, -9.243687094391536, -9.048318608118763, -8.8535848449645, -8.666027499160506, -8.479219524448228, -8.299222236224038, -8.117271528771033, -7.941980197325891, -7.7703757664221635, -7.599883177630692, -7.430696543067712, -7.267629781295749, -7.105862220729037, -6.945549647858756, -6.788909555107551, -6.635840997724901, -6.484313050211437, -6.336299698792798, -6.189901971379072, -6.045212511999607, -5.9039833452779185, -5.764494788495013, -5.626813759928777, -5.492496662629998, -5.3599868892009495, -5.229330870116502, -5.100567435161007, -4.9750262321730885, -4.850090847815132, -4.728334048640709, -4.607311119898553, -4.489407389480642, -4.37233880109493, -4.258317544747528, -4.145209689708324, -4.034092959261467, -3.9249570855573497, -3.816881593019593, -3.7108218986689256, -3.606756716701785, -3.5038476744636786, -3.4029423414781848, -3.3040115304293347, -3.2055594708963318, -3.1098298005180838, -3.0146637246964607, -2.9214860573688632, -2.8296204782546015, -2.7390927314042965, -2.649923922130814, -2.562130866641875, -2.4762776579226644, -2.391251778382257, -2.3076303129549043, -2.225416076354458, -2.1441309173885426, -2.064283891542608, -1.985868360456879, -1.9088756935175477, -1.83288067783757, -1.7579146590424335, -1.6840045047354297, -1.6115455517107882, -1.5401578170347145, -1.4698578744915605, -1.4006589357909907, -1.3338639832781358, -1.2671611807760832, -1.1997551589720215, -1.1347435936655863, -1.071998219213907, -1.0086946905646244, -0.9476116890083195, -0.8861136787611257, -0.8243555154924889, -0.7671593540657358, -0.7096427449477823, -0.6519400777198688, -0.5962785919275787, -0.5405209592599437, -0.4847801829563946, -0.4329304092971536, -0.3792064961249779, -0.32741093941755134, -0.2774406537020741, -0.22756618106134563, -0.17786919300596848, -0.1284250553760992, -0.08076467938838335, -0.034792715559945404, 0.010941161577199137, 0.05637664577274267, 0.10145851919169233, 0.1449177573757991, 0.18801645306953843, 0.23070973789907515, 0.2729570024899898, 0.313670260599097, 0.35394547630116047, 0.3937501184677391, 0.4321138287286218, 0.4709282460510198, 0.508319918115566, 0.5452072230304661, 0.5815700195454448, 0.6173907832726244, 0.6519018651776367, 0.6866236154240232, 0.7200657508686583, 0.753642027736934, 0.785973161043233, 0.8183730668377375, 0.849565727921965, 0.8807717274905328, 0.91081093854897, 0.940816841271673, 0.9702132934409896, 0.9985073403876146, 1.026712478973226, 1.054318001829636, 1.0817704567135056, 1.1081760250374328, 1.13440825212449, 1.1600344324421472, 1.185063653648573, 1.2098683693360748, 1.2340672171123444, 1.2576717154256782, 1.2810158346773264, 1.303763825161613, 1.3259288532854867, 1.3478100013854577, 1.3691118751236726, 1.3901125646036954, 1.4107947352051058, 1.4308999402675273, 1.4506776174971223, 1.4698911956792133, 1.4887720971516707, 1.507310213788789, 1.5254969614862908, 1.543135386435651, 1.5604250887168105, 1.577535149834953, 1.5939377637915997, 1.6101532837305952, 1.626005006991021, 1.641491662188966, 1.656612820442313, 1.6713688235180406, 1.6857607157124876, 1.699913806669814, 1.7135777860709327, 1.7269977484055965, 1.7401621071541498, 1.7528540159834414, 1.7652900351774807, 1.7774618705535645, 1.7891821480257415, 1.8007278432641571, 1.811917157176349, 1.8228356842886237, 1.8334050167162175, 1.8437755151792539, 1.8537989329866584, 1.8635485562672311, 1.873023601811204, 1.882223945961054, 1.891150068129149, 1.8998029970980232, 1.908184260146454, 1.9162958350119295, 1.9241855932927796, 1.9318061472205605, 1.9392017777193042, 1.9463309241688083, 1.9532344469564986, 1.9598760472733687, 1.9663261685224338, 1.9724857741936528, 1.9785119262512065, 1.984196722946428, 1.9898207390384164, 1.9951128308493136, 2.0000932017881383, 2.004996730879019, 2.009598492215414, 2.014106665634174, 2.0183244178466166, 2.022435236187009, 2.026268039154185, 2.029840132280096, 2.033301061005202, 2.036636678218683, 2.0397204685349797, 2.0426734427446482, 2.04538857363488, 2.0479693026602024, 2.0503262452255946, 2.052546822580531, 2.05455758285313, 2.056431372827802, 2.0581617962521555, 2.0596969801613176, 2.0610906749101647, 2.0623033517307117, 2.0633771616989676, 2.0643085876577802, 2.0650746800675215, 2.065718222237202, 2.066190134004432, 2.0665358745509947, 2.06673537030686, 2.066798990834305, 2.066726231213745, 2.0665170403625805, 2.066181703126352, 2.065716869152209, 2.0651231643054038, 2.064401547799611, 2.0635532823286287, 2.0626026359388896, 2.0615080750176826, 2.060318898982378, 2.0590141959048154, 2.0575959726742656, 2.0560343765769584, 2.0543942762412364, 2.0526476957251165, 2.050797180303251, 2.048845364671628, 2.0467564374468252, 2.044609197683113, 2.0423285672115625, 2.039997473124807, 2.0375371566183285, 2.034991176851534, 2.032362615947509, 2.0296545334455613, 2.0268255175294647, 2.023922143653333, 2.0209475404737813, 2.017859206561297, 2.01470518600565, 2.0114885683366728, 2.0082123619708843, 2.0047867939922313, 2.0013535093566595, 1.9978226821938339, 1.9941970781817693, 1.990526033408568, 1.986765953124179, 1.9829660971950474, 1.9790829655514426, 1.9751655783787827, 1.9711248001110735, 1.9670555071134381, 1.9629147370077458, 1.9587506825988212, 1.9544758663305843, 1.9501833000276088, 1.9457865825226004, 1.9413775197934966, 1.9368709053967916, 1.932357166175566, 1.9277952431744128, 1.9231454897609606, 1.9184539328675618, 1.9137233164149428, 1.9089563215279708, 1.9041147452335339, 1.8992832022906911, 1.8943430352199644, 1.8893783211656543, 1.884391417649884, 1.8793460197120644, 1.874283829897133, 1.86916931979069, 1.864005938692736, 1.8588337754858684, 1.8535822473374306, 1.8483275209791463, 1.843036035707516, 1.8377108560198017, 1.832354961834703, 1.8269712462468781, 1.8215291594085643, 1.816098602738009, 1.8106159688826864, 1.8051171387835112, 1.7995731021984196, 1.7940185893997218, 1.7884253421480787, 1.7828269413706956, 1.7771663089867822, 1.7715354680858126, 1.7657917018461868, 1.7601113149810919, 1.7545209491480995, 1.7487453445178278, 1.742795436322255, 1.7372094419168054, 1.731452604473497, 1.725535246771279, 1.7197182910351445, 1.713752299395603, 1.7078892354813742, 1.7021260212242122, 1.6962256625222194, 1.6904272294372407, 1.6845016725478008, 1.6784578099282326, 1.6725220991951668, 1.6666911319536906, 1.6607513501410724, 1.6547107753221284, 1.648779843694401, 1.6427560201425693, 1.6366467381882122, 1.6306507983444989, 1.6247644548435312, 1.6186147692816766, 1.6127622920078002, 1.6066595963941577, 1.6006719662340716, 1.5946243244652936, 1.5885225603532283, 1.582536999154451, 1.5765020858463723, 1.5704231630093122, 1.5643053693248428, 1.5583059501205656, 1.5522713501116046, 1.546206199674906, 1.5401149347966154, 1.5341425826018973, 1.5280088180313187, 1.5219964062196818, 1.5159683589836133, 1.5099282954986106, 1.5038796610710468, 1.4978257306955358, 1.4917696129744495, 1.4857142543409902, 1.4796624435316754, 1.4736168162584433, 1.467579860034924, 1.461553919115609, 1.4555411995106733, 1.4495437740430697, 1.4434597633936002, 1.437500752362371, 1.4314628592012069, 1.4254513652982437, 1.4194676216495836, 1.4135128779236497, 1.4075882873651726, 1.40160519390701, 1.39565799662338, 1.3896614576686215, 1.3837058496352381, 1.3777916601826241, 1.3718386178692952, 1.3659311543438928, 1.3600694530199504, 1.3541022444741324, 1.348261466490172, 1.3423246740019343, 1.3365138859261085, 1.3306158090717808, 1.3247749678159582, 1.3189242888391528, 1.3130674657736614, 1.3072716926530423, 1.301473826031771, 1.2956770542142204, 1.2898843842586465, 1.2840986477337446, 1.278322506658654, 1.272614360734976, 1.2668635357971387, 1.2611293616873482, 1.255413883407099, 1.2497190071050883, 1.243996415865732, 1.2383490236564216, 1.2326792221163552, 1.226991560405349, 1.2213820438628098, 1.2157590234300477, 1.2101264693405427, 1.2045310313504967, 1.1989314646518616, 1.1933721928949408, 1.1878135764262998, 1.1822586804044373, 1.1767487575961477, 1.1712089211496641, 1.1657176362107982, 1.1602389575301368, 1.154775153146394, 1.1492940359744488, 1.1438669485855015, 1.138427848095259, 1.133012691395177, 1.1276230060149133, 1.1222295498553092, 1.1168656339691232, 1.1115031020797486, 1.1061735947462563, 1.100850007872912, 1.0955350246622482, 1.090231158864735, 1.0848884610329161, 1.079717160160907, 1.074408998331602, 1.0692204345180314, 1.0639077861563062, 1.0587158200109477, 1.053639597715996, 1.0484513497512034, 1.0433795260787302, 1.0382062277232496, 1.032941306457774, 1.0280010610641477, 1.022770009093181, 1.01765949336668, 1.0126645129108682, 1.0075946636107775, 1.0026393798096376, 0.9976165925746103, 0.9925338068698469, 0.9875674547315274, 0.9827127336267256, 0.9776415411467007, 0.972845583297422, 0.9678459016465042, 0.9629610285807972, 0.9580387286700796, 0.9532285848343289, 0.9483851252782813, 0.9435134796889086, 0.9387529533408349, 0.9338361693935732, 0.9291617495399821, 0.9243398928150304, 0.9196285595688969, 0.9149033857502817, 0.9101681409854399, 0.905426385819914, 0.9006814767993911, 0.8960456568325822, 0.8914077625534067, 0.8867707256670709, 0.8821373006193218, 0.877510070521544, 0.8728914532882801, 0.8682837079227477, 0.8637816419038564, 0.8591996631120192, 0.8547229830543814, 0.8501742552911183, 0.8456456318770815, 0.8412210617424979, 0.8367349368176331, 0.832272939525039, 0.8278361803453628, 0.8234256720694035, 0.8189689131253134, 0.8146152636823984, 0.8102202535677038, 0.8058578489879737, 0.8015285253063703, 0.7972326935780903, 0.7929068818009415, 0.7886181348838693, 0.784305679726338, 0.7800332939969821, 0.7758008961009808, 0.7715516095614887, 0.7673446553790556, 0.7631255865379889, 0.7589507444330188, 0.754768013490362, 0.7506309992561693, 0.7464898206172805, 0.7423473155173999, 0.7382531988763962, 0.7341607336285022, 0.73007233035203, 0.7259902465735699, 0.7219594269473587, 0.7178951708833123, 0.7138840349566428, 0.7098849538932427, 0.7058605768544695, 0.701891324295042, 0.6979386887633406, 0.693967633406664, 0.6900528840706468, 0.6861236681093592, 0.6822172786959247, 0.6783345812337869, 0.6744440460754307, 0.6705801910008538, 0.6667435932917049, 0.6629046497304895, 0.6590953149178279, 0.6552871917663514, 0.6514825590319404, 0.6477109572839354, 0.6439456949524035, 0.6401886741405378, 0.6364672092659657, 0.6327312730714442, 0.6290329153832801, 0.6253242543353679, 0.6216547984133601, 0.6179787237409766, 0.6143209462119679, 0.6106824882168415, 0.6070642852753974, 0.6034465219839128, 0.5998516002492194, 0.5962604669736064, 0.5926943514014317, 0.5891349380246009, 0.5855839730113696, 0.5820430831791549, 0.5785663729319724, 0.5751002191170194, 0.57154561835882, 0.5680742574753682, 0.5645230389805831, 0.5610555138895339, 0.5576681183620908, 0.5542087955251703, 0.5508298041104325, 0.5473859015068092, 0.5440222005171513, 0.5405999911746342, 0.5372575615915238, 0.5339915492115914, 0.5305464479700495, 0.5273062143310254, 0.5238978818438065, 0.5206876244893013, 0.5173194968147232, 0.5140306400944965, 0.5108176805087237, 0.5075704261817404, 0.5042931982800544, 0.5010921476660487, 0.4978643456805057, 0.49461361690220756, 0.4914386605037965, 0.4882433701426528, 0.4851218414440244, 0.48189366937691447, 0.47882787668042337, 0.4756615290764599, 0.4724860618293628, 0.46938476135993135, 0.4662756807892809, 0.4632382389611978, 0.4601189998964615, 0.457072374674915, 0.4540235363706533, 0.45097449916482935, 0.4479271542440382, 0.4448832739669537, 0.4419098160950595, 0.4388761975280153, 0.4359130286550771, 0.43289558150352775, 0.42994833895622464, 0.4270102490523579, 0.4240257440637082, 0.4211106684582717, 0.4182079514645207, 0.41526563512958314, 0.41233989655656306, 0.4094818615601794, 0.4065901035203866, 0.40371682911196977, 0.40086254601095017, 0.3979817833442754, 0.39516785352870665, 0.392330279301423, 0.3895152183488685, 0.3866810532344776, 0.3839125244865232, 0.3811270549512566, 0.3783274986926971, 0.3755546194603003, 0.37280830868581083, 0.3700521138496668, 0.36732388501991187, 0.36458872938762177, 0.36188265788718943, 0.35917227344012836, 0.3564595357786978, 0.35377783870619256, 0.35109589148489867, 0.34841536267384776, 0.3457672223790356, 0.3431221610615127, 0.34048159087796176, 0.3378468316153012, 0.33521911443498315, 0.3325995856392257, 0.33001485566372374, 0.327414227579858, 0.324824769231827, 0.32224732457999516, 0.3196826710582555, 0.3171315230341258, 0.3145945351705538, 0.3120506297206171, 0.3095230301100162, 0.30701219229928833, 0.3044983249599142, 0.3020029285217758, 0.29950701815802666, 0.29703100851576436, 0.294556691767909, 0.2921034537924532, 0.28965383447425586, 0.28720910915686626, 0.2847704693462597, 0.2823390261689941, 0.2799317805666431, 0.277517387330445, 0.27511308516775856, 0.27273457559173153, 0.27035251747715744, 0.2679686511351257, 0.26561233525089084, 0.263256088929965, 0.2609146188872748, 0.2585754761519309, 0.2562525977431212, 0.25393401967617046, 0.25162091912230605, 0.24931439519461104, 0.2469925269631133, 0.24472510307788192, 0.242509846749319, 0.24023763304161297, 0.2379138426812569, 0.23574745803663394, 0.23343031636051328, 0.23126601408078354, 0.22905550592875454, 0.2268033701464655, 0.2246045276312378, 0.22236832816088567, 0.22018515888439605, 0.21805279374714984, 0.21588677976035042, 0.21369085522143183, 0.2115470414860124, 0.20937653702483774, 0.20725744457664483, 0.20511458224325652, 0.20302233157024271, 0.20090895776031506, 0.19884531171656938, 0.1967629388071255, 0.194664531682315, 0.19255265933774623, 0.19049145914293128, 0.18847880652750362, 0.18639500124593925, 0.1843613243663801, 0.182375675684569, 0.18032659941247434, 0.17832680186647606, 0.17632209091848924, 0.17431422292903667, 0.1723544922261482, 0.17034397925162156, 0.16838228578829056, 0.16646736796501796, 0.16450719748914847, 0.16255034287642373, 0.16064087358285647, 0.15869314133380816, 0.15679293940798936, 0.15489845839817773, 0.1530106831257473, 0.15113053335371143, 0.1492588664852576, 0.14739648025921726, 0.1455441154264661, 0.14366814697812014, 0.14183867542293327, 0.14002111153402932, 0.13821599432563744, 0.13639277219474785, 0.1345844834324115, 0.13282099685093735, 0.13104286584519997, 0.1292525836656888, 0.1275072231748175, 0.1257515561044862, 0.12401378288054028, 0.12229401832703168, 0.1205676497917669, 0.11886069614759558, 0.1171496947743746, 0.11545928058425478, 0.11378937079861949, 0.11211816152733911, 0.11046836045834166, 0.10881919648826573, 0.10717208841182932, 0.1055479189063753, 0.10392737362931614, 0.10233020475393936, 0.10073803157514356, 0.09915194778478076, 0.09757297790388651, 0.0960187476034195, 0.0944563693701434, 0.09291958993581956, 0.0913925431060394, 0.08987597373517639, 0.08837057221320903, 0.08686281211385642, 0.08538199469402818, 0.08391410398025852, 0.08244659638407291, 0.08099367911648171, 0.07955573766325047, 0.07813311952062131, 0.07671447871099195, 0.07531239816959125, 0.07392709758901242, 0.07254806142890562, 0.07117635713121777, 0.06982308682532976, 0.06848831392039868, 0.06715300501512662, 0.0658373488774545, 0.06453230840055948, 0.06323860617252948, 0.06195690926349586, 0.06068783155241055, 0.059439918468813704, 0.05819748205048789, 0.05696921641531399, 0.05575554553090856, 0.05454978331865411, 0.053359769142399434, 0.05218579023642137, 0.0510216594390906, 0.04987443120362137, 0.04873823021893676, 0.04761376412290015, 0.04650168320390534, 0.04541905545719266, 0.04433826612326647, 0.043240300920604956, 0.04222816442983897, 0.04115090530828354, 0.040156315644357565, 0.03910304650694346, 0.038129244756005376, 0.03714477793386031, 0.03615246049453015, 0.03523346461845841, 0.03426842101385333, 0.03333703787234472, 0.032437756686850054, 0.03153498610457811, 0.030663809827505908, 0.029791013145858483, 0.028918597107206446, 0.028077907538882296, 0.027239045697452908, 0.026431056274385634, 0.025652478763350788, 0.02485118129719516, 0.02408035601836448, 0.023338531170602164, 0.022579165830021435, 0.02187122664987409, 0.021148190134133736, 0.020453716513527762, 0.01976717105141434, 0.019089522335180433, 0.018439338499062288, 0.017798273388666967, 0.017167111777268457, 0.016562142839564503, 0.015967102232268254, 0.01538261397781463, 0.014809235796802168, 0.014247461421363612, 0.013710225994635143, 0.013172333124242857, 0.01265859051013085, 0.012156811826196412, 0.011667262636438105, 0.011190160007325943, 0.010725675080604222, 0.010273935654491731, 0.009843596751572415, 0.009417154302235005, 0.009003622248153759, 0.008602980155973012, 0.008215176743936027, 0.007840132233059323, 0.007477740627660942, 0.007127871919931479, 0.006790374214339403, 0.006459712497074226, 0.0061467090680205295, 0.005840695962466029, 0.005542245979054813, 0.005260407422721622, 0.00498606795446733, 0.004723439356045926, 0.004472196087634812, 0.004228632800348997, 0.0039961929774158435, 0.003774513598866852, 0.0035604291516206778, 0.0033540975424719752, 0.0031580926271158128, 0.0029720096150071176, 0.002793290241145974, 0.002621965355160391, 0.002459916238356708, 0.0023049656068368815, 0.0021570657782502283, 0.002016141542381254, 0.0018835135628143445, 0.001757437301885712, 0.001637788200071919, 0.0015255611781073639, 0.0014182397884802854, 0.0013178544130165205, 0.0012221984731019529, 0.0011321343385331266, 0.0010482301213809804, 0.0009686865565989008, 0.0008941272118913547, 0.0008243412013439919, 0.000758568875533577, 0.0006977396692885956, 0.0006405871263863652, 0.0005870219425396519, 0.0005377064051363897, 0.0004912747464059027, 0.000448664310826009, 0.00040871053379079017, 0.0003718992713618077, 0.00033779000119509586, 0.0003064698693241542, 0.00027755357163276775, 0.00025091564934478654, 0.00022643019689129384, 0.00020397189555281377, 0.00018341692509602476, 0.00016464375722194274, 0.00014753383574726847, 0.00013188205975797021, 0.00011776748200984233, 0.0001049113234199283, 9.32359456030831e-05, 8.271964337883493e-05, 7.326609204925724e-05, 6.47411231131479e-05, 5.707535571218237e-05, 5.0235087208026624e-05, 4.411377806476552e-05, 3.854861794848675e-05], 'MSE': 62169.48391633773, 'R_2': 0.5490596967474394, 'U_norm': [-29.50069257019286, 0.010673167925157273, 0.010883050814070814, 0.011103689224203094, 0.011303142251380086, 0.011439732837564538, 0.011465094072120346, 0.011328371025560197, 0.010981017863022368, 0.010381553239323781, 0.009457506881023483, 0.008240320100350614, 30.683155691427263, 0.005018180006929091, 0.003107211658564721, 0.0010416923014903894, -0.001076441379006859, -0.0031738413659072617, -0.005149696774080763, -0.006978687760090475, -0.008620004027017633, -0.010044040890291098, -0.011232539567837044, -0.01217799087205279, -0.012882479073794416, -0.013356151495782629, -0.013615490484734179, -0.013681542581449808, -0.013578229654488955, -0.01333083419221221, -0.012964717119853265, -0.012504283008757573, -0.011972248786679896, -0.011389105034211342, -0.010772840658329034, -0.010138833068801716, -0.009499885073614841, -0.008866366902435231, -0.00824642838536396, -0.007646251536640874, -0.007070319694709522, -0.006521685234399494, -0.006002223214038621, -0.005512862867753547, -0.005053792497241295, -0.004624636093730983, -0.004224602025345399, -0.003852605470517275, -0.0035073670947979997, -0.0031874908719444965, -0.0028915240608040496, -0.0026180022640253813, -0.0023654822795611263, -0.002132565162990526, -0.0019179115863837313, -0.0017202512450204491, -0.0015383877527493793, -0.0013712001943795896, -0.0012176422721343508, -0.001076739790056758, -0.0009475870592837684, -0.0008293426733811782, -0.0007212249912195738, -0.0006225075726807393, -0.0005325147376007602, -0.000450617359693752, -0.0003762289618592156, -0.0003088021463517594, -0.00024782536936970704, -0.00019282005419780197, -0.00014333802622594572, -9.895924666640548e-05, -5.928981781450058e-05, -2.3960230425402467e-05, 7.376176650030795e-06, 3.504457396748522e-05, 5.9349844132639396e-05, 8.057765546830611e-05, 9.899543014311992e-05, 0.000114853227374605, 0.00012838455944690874, 0.00013980715539078158, 0.0001493236843960222, 0.00015712244881653628, 0.00016337805410601087, 0.00016825206118622227, 0.00017189362507806868, 0.00017444012225858118, 0.0001760177682094653, 0.00017674222592281322, 0.0001767192052375765, 0.00017604505248773944, 0.00017480732921725865, 0.00017308537862995412, 0.00017095087805750418, 0.00016846837576539364, 0.00016569581037998498, 0.0001626850114753072, 0.00015948218006231788, 0.00015612834787659733, 0.00015265981456270806, 0.00014910856197024856, 0.0001455026451306961, 0.0001418665596711128, 0.00013822158568679103, 0.00013458610825477024, 0.00013097591498423755, 0.00012740447106615688, 0.00012388317258041928, 0.00012042157875270923, 0.0001170276240690012, 0.00011370781116293259, 0.00011046738552112292, 0.00010731049311810334, 0.00010424032208660038, 0.00010125922952527383, 9.836885444715503e-05, 9.557021793239878e-05, 9.28638114588581e-05, 9.024967447764842e-05, 8.772746221343756e-05, 8.52965046074094e-05, 8.295585735321979e-05, 8.070434579467011e-05, 7.854060253739761e-05, 7.646309946653752e-05, 7.447017484679932e-05, 7.256005601692768e-05, 7.073087824925851e-05, 6.898070021959557e-05, 6.730751651179453e-05, 6.570926760108448e-05, 6.418384765149265e-05, 6.27291104384651e-05, 6.134287374006993e-05, 6.002292243287717e-05, 5.876701062904973e-05, 5.7572863141589985e-05, 5.643817660943051e-05, 5.536062061165904e-05, 5.4337839150851106e-05, 5.336745274461993e-05, 5.2447061530902756e-05, 5.157424959311124e-05, 5.0746590768762616e-05, 4.996165610038583e-05, 4.921702300790583e-05, 4.851028609002129e-05, 4.783906944088998e-05, 4.720104031274156e-05]}, 'iteration_4': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-10280.873041699873, 0.633547785596457, 1.1477586376060123, 1.793383906325829, 2.563138815335145, 3.435328168047569, 4.369661108741939, 5.316428857439219, 6.215695398690884, 7.002272482009464, 7.613326198033296, 6849.9094650811985, 3715.1044335625043, 7.902819237616795, 7.4042445754232515, 6.614051532671561, 5.565395955033712, 4.350871964389566, 3.002671328986539, 1.5816015062771809, 0.23773691250444046, -1.0396816901858952, -2.2122234404260994, -3.2493945736842322, -4.131563050980196, -4.8491928862529985, -5.397221645463364, -5.795911529116461, -5.948165269489966, -6.146093849425396, -6.140406441505477, -6.036741063077404, -5.853023443947223, -5.606286679243202, -5.312159130114412, -4.984559310952284, -4.635555828770293, -4.2753565841253405, -3.9123879392240712, -3.553440418189765, -3.203832426237361, -2.8676059854508904, -2.5477027061009685, -2.2461503546229946, -1.9642144174203653, -1.7025379056759613, -1.4613036592801667, -1.2402618810818535, -1.0389277598629412, -0.8565467167173343, -0.692246105418955, -0.545032945388531, -0.4138542908385884, -0.29762639529902934, -0.19526012708543442, -0.10568043911740045, -0.027840949899987363, 0.03926537708490648, 0.09659891432931193, 0.1450686874897622, 0.1855296816194869, 0.21878179244478949, 0.24556995200015733, 0.2665851588738975, 0.282466147643366, 0.29380149433218383, 0.30113200596430756, 0.3049532683207141, 0.30571826510653805, 0.303840001082908, 0.29969408173248935, 0.2936212174896695, 0.28592963224917056, 0.2768973647488525, 0.2667744575045918, 0.25578503223422183, 0.24412925327948035, 0.23198518201006738, 0.2195105259123131, 0.2068442861623611, 0.194108307278526, 0.18140873229216276, 0.16883736688556608, 0.1564729560530905, 0.14438237706061585, 0.1326217523738268, 0.1212374861569523, 0.11026722774713772, 0.09974076547632875, 0.0896808540594671, 0.08010397880286238, 0.0710210599209072, 0.06243810025099172, 0.05435677980188513, 0.04677500044135745, 0.03968738392273615, 0.03308572626572422, 0.0269594113595607, 0.02129578656884713, 0.016080503001855487, 0.011297823033387385, 0.0069308975760327424, 0.002962015431033778, -0.0006271731072753673, -0.0038554564106370337, -0.006741883628313076, -0.00930560710113188, -0.011565743545650256, -0.013541252570007824, -0.01525083113374422, -0.016712822635472996, -0.017945139356098237, -0.018965197091490686, -0.01978986084706547, -0.020435400613125335, -0.020917456223374407, -0.0212510103836888, -0.021450369015603297, -0.021529148082234297, -0.02150026618359359, -0.02137594220988331, -0.021167697400172974, -0.02088636120199835, -0.020542080353724713, -0.02014433069790145, -0.01970193125939124, -0.019223060191741484, -0.018715272198303066, -0.018185517071144408, -0.017640159041427936, -0.017084996642350178, -0.016525282850424892, -0.01596574532773049, -0.01541060658603133, -0.014863604009975903, -0.014328009672200177, -0.013806649950697473, -0.013301925016527034, -0.012815828301027518, -0.012349966112901865, -0.011905577627777927, -0.011483555498627514, -0.011084467376761319, -0.010708578585647943, -0.01035587621170284, -0.010026094733855394, -0.009718743259862595, -0.00943313425751637, -0.009168413494461281, -0.00892359080845826], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [257.1388082177203, 5452.573124791741, 3235.499286417473, 1761.0583688595138, 927.0473074801586, 466.1311933239089, 214.1243693746967, 78.27172808243532, 6.238227044622906, -31.046496293102983, -49.63251093023058, -58.28744259189253, -61.711828972113146, -62.44946704579701, -61.82086126541075, -60.5200849832101, -58.90459587558076, -57.17240758574697, -55.405023796674485, -53.64934822779474, -51.928562363385566, -50.2646401971317, -48.639892919033386, -47.077361191136355, -45.556779325461534, -44.08773576146509, -42.66896557002279, -41.298979124145575, -39.9685984781194, -38.68452909346395, -37.438225996248335, -36.235496315983134, -35.06846128696327, -33.94220052520637, -32.849483835199266, -31.78951429725135, -30.761466425724016, -29.764495654376024, -28.797746258248335, -27.856045391035817, -26.947366671338287, -26.062417122843353, -25.204632259902745, -24.369606220031777, -23.560371195056263, -22.77285620764896, -22.00668041996599, -21.26143874324325, -20.539492972755784, -19.83470162206909, -19.149535654583374, -18.483535536222355, -17.833928928604617, -17.202766193606674, -16.58956342729779, -15.989825194712708, -15.399787711594321, -14.838277773901508, -14.284058726619023, -13.7545365894574, -13.216192221628363, -12.717484949835914, -12.211113006375793, -11.727382864800521, -11.251527961217318, -10.796647439382626, -10.349243869926179, -9.909660785679373, -9.47818693435645, -9.055060419206743, -8.650608479331895, -8.253944320445004, -7.865233481183463, -7.4934689490668465, -7.120622316360459, -6.764134822107262, -6.415223020750562, -6.073941000158121, -5.740318068292203, -5.414361125983768, -5.096056897003729, -4.7915765608826915, -4.48819516669366, -4.192337680122857, -3.9039291474655, -3.628070647789379, -3.3540644916247118, -3.0872315490075937, -2.8274601274040396, -2.5746324710078254, -2.3244796785106523, -2.0853479535247064, -1.84898231393563, -1.6229938784900257, -1.3963597329604176, -1.179788229114092, -0.9695007551281376, -0.7623177439270025, -0.5584867195304009, -0.36373939356631724, -0.1722489950472777, 0.015797184591643452, 0.19783436398202037, 0.37405223189757064, 0.5468279453355351, 0.7139504814392411, 0.8776062082601783, 1.0377045520691224, 1.1923525573766658, 1.3434807840741405, 1.491036754506469, 1.6334022052938502, 1.772278057258201, 1.9076410158731367, 2.0394786998515015, 2.166483729029544, 2.2913344445774197, 2.4114917301100465, 2.5294032286007044, 2.6427801629330725, 2.753856846663946, 2.8605721790355316, 2.964963567554988, 3.0660570238672302, 3.163904421406265, 3.2593559448591622, 3.3515942825354568, 3.44068425630815, 3.5273732902161314, 3.610978217480505, 3.6915719196196073, 3.7703905192958906, 3.84567212372323, 3.9191511588194756, 3.9897495046739206, 4.058018432688291, 4.123964297610358, 4.187598935510197, 4.248939117603922, 4.307633372003451, 4.364473308426798, 4.419092750755756, 4.471523412974917, 4.522093425533033, 4.570510689742528, 4.616816391399662, 4.661053244646392, 4.703493506926182, 4.744138718602409, 4.782995287637384, 4.8198874242023795, 4.855041710949362, 4.888474690336402, 4.920206143346219, 4.949699057533141, 4.978009579800194, 5.005430202892373, 5.030716127904626, 5.054012266772291, 5.076384234370616, 5.096866703450189, 5.116363955420347, 5.13477870144342, 5.150764769116409, 5.1657773866092205, 5.179739639815501, 5.192137659976712, 5.203475398050637, 5.213698630899502, 5.222184327880603, 5.229907705351453, 5.2362960918036805, 5.241448517644445, 5.245574510628135, 5.248648190179895, 5.250649865981838, 5.251554159349561, 5.251446408957301, 5.250357891604832, 5.248280232190201, 5.245209502429614, 5.241270482925334, 5.236387971526361, 5.230565322642847, 5.223809165439094, 5.21633491651139, 5.207983217602459, 5.19876528069162, 5.188947260528986, 5.178052980382198, 5.1666163147523925, 5.154400639883371, 5.141423498955507, 5.127703756728732, 5.113579534515707, 5.098443409638364, 5.082959540225362, 5.0664908880796125, 5.04973104844787, 5.032018759520811, 5.01407083781018, 4.99520673740186, 4.9761608936571635, 4.956237967464368, 4.935819385026111, 4.91529593221819, 4.8939575058322715, 4.8721926783953, 4.849654388199082, 4.8271040644257095, 4.803824819467506, 4.78020849701083, 4.756276698024605, 4.731684000027403, 4.706820221811016, 4.6817058091156785, 4.65599944854638, 4.6300856588479835, 4.603983310898367, 4.577356805837636, 4.550582776072314, 4.523330359044849, 4.49562517959761, 4.467834357344607, 4.439635226720284, 4.411387408249138, 4.382774040141426, 4.353819486554207, 4.324547832272305, 4.295302235212432, 4.2657786505991915, 4.2356883266701, 4.205987760051115, 4.1757643760188765, 4.1453507720681015, 4.114767548735499, 4.0840347127980525, 4.053171657358818, 4.022197146354528, 3.9908515666354014, 3.959712148190581, 3.9282445483371293, 3.8964778337350254, 3.8649613587513074, 3.8331845859309994, 3.8011744557258114, 3.769452446002629, 3.7372882353805177, 3.705197579021858, 3.6729567253390702, 3.640819563536646, 3.6083426211477945, 3.5760048409209646, 3.5435961352688685, 3.5111363825019923, 3.478644635772161, 3.446139126165797, 3.4136372688772894, 3.3811556721351606, 3.3487101485669877, 3.3161248014608256, 3.2836123216818986, 3.2510026230661375, 3.2184990816392247, 3.1859372878340517, 3.15351153210021, 3.1208939315778146, 3.088611457964379, 3.055851837119125, 3.0237746427270737, 2.9908030342439953, 2.9585333065592634, 2.926941338740428, 2.8945468630120232, 2.8628457364052813, 2.8304188927951466, 2.7986974008867795, 2.7663217948005046, 2.734660150132853, 2.7036868554883458, 2.67212871940832, 2.6400444007449746, 2.6086830547995237, 2.576852264798684, 2.545744276059844, 2.5142189756871014, 2.4834139005892757, 2.4522392776547686, 2.421780158872598, 2.390995139863376, 2.3599283663635116, 2.329589155576846, 2.2990049305875657, 2.269137375323373, 2.2390580757037, 2.208803905919575, 2.1792682226698967, 2.1487473616314454, 2.1197869753735703, 2.089905396471285, 2.0607481656710775, 2.0315268423547415, 2.0022689175649324, 1.9730004350994572, 1.9444507937612425, 1.9159033851788703, 1.8873809834815973, 1.8589050572189325, 1.830495798701387, 1.8027937564802676, 1.77455769550179, 1.7470325863092409, 1.7196132190782492, 1.6923149034727685, 1.6646047581542927, 1.637604237955803, 1.610764280962495, 1.5840962547165511, 1.5576106395175018, 1.530836548544234, 1.504756192621109, 1.4784285436922013, 1.452784488987512, 1.4269301813182593, 1.4013266075805315, 1.3759782392780757, 1.3508889791317629, 1.3256733857248926, 1.3007436088025206, 1.2761011930494444, 1.2513886820877667, 1.2269844613143572, 1.2028880928164545, 1.1790988357231178, 1.154972308060169, 1.1314979803948066, 1.1080385455745316, 1.084616181946918, 1.0615397453322808, 1.0385247411849174, 1.0158623305114531, 0.9932822966710774, 0.9710590899343693, 0.9486853817992423, 0.9266843756361771, 0.9048119861578083, 0.8833113239332898, 0.861726779844478, 0.8405238587867655, 0.8192707599653001, 0.7984061418953053, 0.7775209377847722, 0.757028364508205, 0.7367297793390504, 0.7164480773874348, 0.6963827470601709, 0.6765383692695193, 0.656918935420962, 0.6373645488875386, 0.6182094580836663, 0.5989797784684767, 0.5800033863090895, 0.561281051797888, 0.5426721120118625, 0.5243258549327946, 0.5061086790638752, 0.4880312946580106, 0.47022878226413645, 0.45245582840315535, 0.4349676188831745, 0.41764649913968743, 0.40049934505664414, 0.3835323261122501, 0.3667509437519454, 0.35005857593661127, 0.3336655139037831, 0.31737536101510566, 0.3012925452862053, 0.28532968273167847, 0.26958402446640717, 0.253972429291465, 0.2385854327147454, 0.22326457965844815, 0.20825534995725628, 0.19317691701176787, 0.17848984492224032, 0.16424910094343653, 0.14975414524183903, 0.13504806034397795, 0.12144606348409122, 0.10763113096915806, 0.09364149608114523, 0.08009307778744602, 0.06640333121287571, 0.05314889466039024, 0.04030895629452465, 0.027353808166514865, 0.014806718823607675, 0.0021699333651668757, -0.010529464320732939, -0.02281836369849841, -0.03471654952623891, -0.04666249247473106, -0.05863364755930713, -0.07021611604711789, -0.08180886000800668, -0.09339261376057308, -0.1045941734309642, -0.11543214275465044, -0.1265893011269232, -0.13705221942580337, -0.14780368944515665, -0.15819702074406441, -0.16854034986054678, -0.1788212836095261, -0.18875714277094488, -0.19862713680748553, -0.20842094543836923, -0.21812908979522475, -0.22750665228052047, -0.23679829446408115, -0.2459962187812198, -0.2550933358863106, -0.2638777630904339, -0.27276189434759507, -0.28133628146718076, -0.289801219537596, -0.29815208799470827, -0.30638479215269804, -0.31449573420672755, -0.322481784597481, -0.33034025389786104, -0.33806886535575786, -0.3456657282028207, -0.35312931181749907, -0.3604584208112188, -0.36765217108929804, -0.37470996692299857, -0.3817506286424188, -0.38853140753855303, -0.39528661130431436, -0.4018978903458219, -0.40836621600610945, -0.414692714395923, -0.4208786508737798, -0.4270166510195056, -0.4330100712393883, -0.4389452558070171, -0.4447334151138177, -0.45037703412015806, -0.4559535239839489, -0.4613846906451711, -0.466673429391258, -0.47195537703804225, -0.47702642808970513, -0.4820811488205553, -0.48693188688108413, -0.4917582878955974, -0.4964419501487882, -0.5010384182768096, -0.5055449833093155, -0.5099118321395754, -0.5141885009206243, -0.5183731502709324, -0.5224642581398756, -0.5264605990583878, -0.5303612239324578, -0.5341289679709254, -0.537837940705489, -0.5414497567246027, -0.5449643852138957, -0.5483819811729396, -0.55173182538775, -0.554955148831852, -0.5581092388328096, -0.561191105644909, -0.5641504314237326, -0.5670373441956014, -0.5698497053130284, -0.5725651849619287, -0.5752048656484651, -0.5777489217705662, -0.5802166965422205, -0.5826072709142159, -0.5849042248868697, -0.5871394215488327, -0.5892819074029684, -0.5913472506780655, -0.5933354576435083, -0.5952585092153875, -0.5970923991727084, -0.5988605634920533, -0.6005518416198807, -0.6021669933784325, -0.6037154830483485, -0.6051885161928794, -0.6065946845666559, -0.6079266051515383, -0.6091920410191053, -0.6103908883546107, -0.6115232041399228, -0.6125994157175183, -0.6135798004557506, -0.6145236703544432, -0.615385366395748, -0.6162055332128175, -0.6169465698900417, -0.6176134997840064, -0.6182365461304405, -0.6187885759465432, -0.619293790748101, -0.619748200116287, -0.6201199895761635, -0.6204562764531489, -0.620728037848215, -0.6209396470080835, -0.6211000483684763, -0.6212040937674789, -0.6212565698583823, -0.6212555856110098, -0.6212022825742534, -0.6211003741893724, -0.6209415536080566, -0.6207423170018812, -0.6204840748693851, -0.6201821338775042, -0.6198284649852026, -0.6194351289439574, -0.618991596522698, -0.6184976275645484, -0.6179687519867272, -0.6173748038534522, -0.6167653623987019, -0.6160911645057608, -0.6153879434911866, -0.6146386883571738, -0.6138438499748459, -0.613003983986442, -0.6121197413152328, -0.6112136794709784, -0.6102657074833707, -0.6092765895582244, -0.6082471550897868, -0.6071782910180038, -0.6060709345264186, -0.6049260661043686, -0.6037689282419372, -0.6025523302151052, -0.6013259452862653, -0.6000417889818954, -0.5987254038074423, -0.597402911159478, -0.5960255107258596, -0.5946192285732116, -0.5931851904258809, -0.5917245169556925, -0.5902131346413954, -0.5887025400709085, -0.5871435065010489, -0.5855623429033003, -0.5839601511264507, -0.5823380108212729, -0.5806721650817214, -0.5789886821865047, -0.5772640283193132, -0.5755240621055869, -0.5737697960323318, -0.5719780758612757, -0.5701743133602327, -0.5683356553263501, -0.5664871608659016, -0.5646063028025924, -0.5627177426228214, -0.5607993011665574, -0.558852405221733, -0.5569010582047578, -0.5549236472493425, -0.5529215593838241, -0.5508961684804757, -0.548870495017481, -0.5468023103431033, -0.5447360114047979, -0.5426512185420354, -0.5405285033048451, -0.538410722800621, -0.5362781464798372, -0.5341120190484816, -0.5319536005428471, -0.5297644014235086, -0.5275654350583656, -0.5253577505718899, -0.5231237178558015, -0.5208834783658761, -0.5186379763926213, -0.516370251314408, -0.5140995603637045, -0.5118093842722072, -0.5095012915095783, -0.5071936496435085, -0.504870592684208, -0.5025335652876022, -0.5002000476300017, -0.49783898711674074, -0.49548360641162403, -0.4931037686744604, -0.49073160808366556, -0.4883378906499256, -0.48593907922418833, -0.483536261605807, -0.481130481320035, -0.47870885758677895, -0.4762866948298691, -0.47385148518038356, -0.471417964580881, -0.46897399052156746, -0.4665210103232309, -0.4640604160308298, -0.46163040893195706, -0.45919410586227977, -0.45668160730320406, -0.45421438649637225, -0.45167670047356456, -0.4491855967436421, -0.44673958677997805, -0.4442290651545968, -0.4417647199744575, -0.4392408556125097, -0.43676404326305374, -0.43423240772350813, -0.4317485027347358, -0.4293107485987315, -0.42672807471683005, -0.4242885830988654, -0.4217118024074954, -0.41927484501146767, -0.4167078393829853, -0.4141913068139488, -0.4117234978864018, -0.4092200943473169, -0.4066842911197466, -0.4041985553668719, -0.4016833011830415, -0.39914144540743046, -0.3966505111621621, -0.39413545051714033, -0.3916706611604223, -0.3891137062058755, -0.38667800320681045, -0.38415501181245393, -0.3816173364616344, -0.37913189283384396, -0.3766333622565149, -0.3741859014881835, -0.37166597334701834, -0.3691984181595529, -0.36672297355508976, -0.36424139238788844, -0.3617553434328532, -0.35926641280884736, -0.35682967746298555, -0.3543382761319881, -0.3518996209439073, -0.34941122637295197, -0.3469759079241689, -0.34454352836824387, -0.342068115159725, -0.33964592110505176, -0.337229821475122, -0.3347766252532096, -0.3323332381850834, -0.3299426404564455, -0.3275201725276657, -0.32510965058491015, -0.3227116791531023, -0.3202881543199777, -0.3179177539852255, -0.3155244403252381, -0.31314724837852204, -0.31075114617391886, -0.3084079471401282, -0.306047931037034, -0.30367357770503955, -0.3013195779916952, -0.2989860047826172, -0.29664200290897813, -0.29431987965019424, -0.29199005577175224, -0.28968332319988743, -0.28737133166503087, -0.28505584226408653, -0.28276547565916343, -0.2804736234470625, -0.27818180449321583, -0.27591661016707647, -0.27365307972358227, -0.27139251400805575, -0.26913613568146844, -0.26688509182848624, -0.2646404566404356, -0.2624251307577474, -0.26019575187981026, -0.25797560549813847, -0.2557655017068144, -0.2535661914667921, -0.25137836931902696, -0.2492026760527045, -0.24702111326958484, -0.24485367275674516, -0.24270081790888856, -0.24054565194253236, -0.23840667803827026, -0.23626769183773091, -0.23414625489384186, -0.23202683082370892, -0.22992608618051477, -0.22782912822800439, -0.22573711239048327, -0.22365111978332114, -0.22157215998642768, -0.2195148165432866, -0.2174523541640118, -0.21539955977273115, -0.2133698771200089, -0.2113383133152756, -0.209306416526633, -0.20729924978392025, -0.2052934400236289, -0.20330155097062816, -0.20131303342196114, -0.19933977340442863, -0.19737164248152164, -0.19540968362152183, -0.19345486951357493, -0.1914886832325539, -0.1895702318233216, -0.18769752210587182, -0.18577835589147013, -0.18381745042375375, -0.18199107570739573, -0.1800394742899164, -0.17821838944622007, -0.17636025211365905, -0.1744690644932289, -0.172624562145661, -0.17075072489204496, -0.16892331325822607, -0.16714036208153066, -0.1653312716950389, -0.16349929174082226, -0.16171285556968137, -0.15990629856506003, -0.1581446267794687, -0.15636533335309144, -0.15463017342273183, -0.1528796440449957, -0.15117241988001076, -0.14945185293437943, -0.1477202532840574, -0.14597981926502607, -0.1442833779885164, -0.14262904945776514, -0.1409185095498158, -0.13925137655858252, -0.13762579314461945, -0.13595056602882785, -0.13431788739002745, -0.13268346343979015, -0.13104876425114947, -0.12945549739948234, -0.1278232689762708, -0.12623296613638585, -0.12468278731672346, -0.12309825130680017, -0.12151871329392919, -0.11997967570800612, -0.11841210930461973, -0.11688506417304971, -0.11536486452401154, -0.11385229599960946, -0.11234808698400968, -0.11085291111778371, -0.10936738980370149, -0.10789209468946034, -0.10640028570162374, -0.10494768138660493, -0.10350672582635376, -0.10207781588666247, -0.10063679093584448, -0.09920978237125241, -0.0978202647151529, -0.09642135495444269, -0.09501507514202862, -0.09364620794140537, -0.09227138622620414, -0.090912689808136, -0.08957015336094078, -0.08822455212755236, -0.0868961525179578, -0.08556667660161668, -0.08425524502326523, -0.08296172780026587, -0.08166920921766992, -0.08039522328460048, -0.07912369856604828, -0.07785573160840466, -0.07660736065270432, -0.07536369982201083, -0.07413986634152754, -0.07292173221672545, -0.07171012088849678, -0.0705057977943948, -0.06932215649614715, -0.06813412779936238, -0.06696734773343045, -0.06580971411444815, -0.0646617618899941, -0.06352398145201392, -0.062386139299148206, -0.061270310618630204, -0.060165871037205665, -0.05906336476038926, -0.05797344452829983, -0.056896354318604014, -0.05583230825889474, -0.05477279228632149, -0.05372717421553169, -0.052695567369475095, -0.051670107458575594, -0.0506515700031467, -0.049648161051123456, -0.048659872492203396, -0.047672586807446245, -0.04670120440417531, -0.04573900916907861, -0.04478650325983567, -0.04384414526798083, -0.04291235226101061, -0.041997350714924685, -0.0410876010934856, -0.04018944348025324, -0.03930314860430001, -0.03842380409828455, -0.03755709587494806, -0.03670319046559567, -0.03585755375844062, -0.035025275473378414, -0.03420205720749118, -0.033388383174848324, -0.03258469381475449, -0.031803270056078796, -0.031024140924712656, -0.030233623348974694, -0.029505791140101472, -0.028732070395737996, -0.028018590510888158, -0.027263925344281188, -0.026567033662452163, -0.02586332875520234, -0.025154849170611424, -0.024499471353098375, -0.02381203754879358, -0.023149345216714, -0.02251020940476372, -0.02186930422341657, -0.021251507346335633, -0.020633233220239553, -0.020015904521445367, -0.01942166865782684, -0.018829357452790314, -0.018259446201114093, -0.017710842205899455, -0.017146808643856787, -0.01660478292004949, -0.016083670366810545, -0.015550768991102889, -0.015054446311826356, -0.014548030319349382, -0.014062090883396598, -0.01358215646701532, -0.013108891326635681, -0.01265523143702252, -0.01220834432823266, -0.011768762746492063, -0.011347801308149101, -0.010934112884014259, -0.010528116344605569, -0.010130183236483757, -0.009740639610455595, -0.009368426658869389, -0.008996070427903222, -0.00864072750911388, -0.008293941841126726, -0.00795588034598432, -0.007626676127068587, -0.007306430387658534, -0.006995214342923726, -0.006698967104432635, -0.006405622484578719, -0.006121371524685711, -0.005846183872774948, -0.005580008288577372, -0.0053227743287011416, -0.0050743939734190805, -0.004834763192029359, -0.0046037634445177085, -0.004377595950589124, -0.004163649141917218, -0.003954617382570626, -0.0037508850960872074, -0.0035586158271795434, -0.003371580250529027, -0.003192640226585705, -0.003021562026389387, -0.0028558133134310645, -0.002697728433205454, -0.0025470497508139605, -0.0024016171088940986, -0.002261531104244464, -0.0021285310338461662, -0.0020023329123823987, -0.0018811942291461139, -0.0017651298107707895, -0.0016554070741101685, -0.0015505449612351735, -0.001450505604614485, -0.001355232639373014, -0.0012656128346963521, -0.0011804615651858565, -0.0010996898740092275, -0.001023964196202353, -0.0009515821057299726, -0.000883908794557866, -0.0008194526553676369, -0.0007587913369335357, -0.0007023034235638727, -0.0006487740832657914, -0.00059861998233028, -0.0005516961348394384, -0.0005074890445266261, -0.00046662063696658825, -0.00042823741765492344, -0.000392277332572665, -0.0003591827013494159, -0.0003280349651419237, -0.00029946106555272557, -0.0002726782927490751, -0.0002480108117385694, -0.00022516188309746214, -0.00020418846533329092, -0.00018483122458818094, -0.00016700502923258995, -0.00015062455577045776, -0.00013560497841691972, -0.00012186257580080258, -0.0001093152575874921, -9.788301453830286e-05, -8.742812798626933e-05, -7.800275792892977e-05, -6.9420151952046e-05, -6.162798564841568e-05, -5.461130181299305e-05, -4.8305387962774834e-05, -4.262036332783273e-05, -3.750962455300617e-05, -3.2950389292460716e-05, -2.8871364856909827e-05, -2.516384179379776e-05], 'MSE': 55003.20204777014, 'R_2': 0.6010396250890347, 'U_norm': [-39.98180253088582, 0.0024638357418534295, 0.004463576100565737, 0.0069743805719569875, 0.009967919023833621, 0.01335981991865524, 0.016993394127910094, 0.020675326685338814, 0.024172529415994452, 0.02723148846480338, 0.02960784589191439, 26.6389562906264, 14.447855862225, 0.03073366988524128, 0.0287947378889145, 0.025721716554205538, 0.021643547311382547, 0.01692032408257699, 0.011677239049033377, 0.006150769380191694, 0.000924546996300949, -0.004043270242068569, -0.008603226631683876, -0.012636733443067016, -0.016067442655714553, -0.018858269295414527, -0.02098952580866219, -0.022540010882704537, -0.0231321180858099, -0.023901852462073395, -0.02387973441631556, -0.023476584929614432, -0.02276211627119271, -0.02180256929852873, -0.020658721928712723, -0.019384702570068017, -0.018027445433383766, -0.016626648534836756, -0.01521508157680862, -0.013819152568957386, -0.012459544523924143, -0.011151976664009734, -0.009907888764852426, -0.008735166708990607, -0.007638731909934675, -0.006621085006106563, -0.005682937052721372, -0.004823316601116265, -0.004040338244642657, -0.0033310674635671474, -0.0026921105802371805, -0.00211960594270195, -0.0016094586973065426, -0.0011574542080774134, -0.0007593568962110925, -0.0004109859572267009, -0.0001082720656756142, 0.00015270109323808242, 0.00037566836024014534, 0.000564164890773853, 0.0007215156790713523, 0.0008508314797197919, 0.0009550092962500007, 0.0010367363877103839, 0.0010984967610172718, 0.0011425793589730298, 0.001171087353122666, 0.0011859480518525175, 0.0011889230862006236, 0.0011816186110856165, 0.0011654953374973642, 0.0011418782713232686, 0.0011119660799181446, 0.0010768400420671663, 0.001037472560644442, 0.0009947352338332152, 0.0009494064907758965, 0.0009021788032589624, 0.0008536654878315543, 0.0008044071131354201, 0.0007548775264256486, 0.0007054895126576078, 0.0006566000995512038, 0.0006085155224623064, 0.0005614958637426156, 0.0005157593808622362, 0.0004714865373015834, 0.0004288237494551658, 0.00038788686266031465, 0.000348764368868614, 0.00031152037861414565, 0.0002761973600660689, 0.00024281865795962036, 0.00021139080576511784, 0.00018190564395095712, 0.00015434225678405297, 0.00012866873939417967, 0.00010484380625603512, 8.281825190156769e-05, 6.253627420645583e-05, 4.393667033117074e-05, 2.695391501507328e-05, 1.1519130289488343e-05, -2.4390449357810316e-06, -1.4993677701426063e-05, -2.6218849198905845e-05, -3.6189041926535345e-05, -4.497859984161402e-05, -5.2661255914642196e-05, -5.9309721688813694e-05, -6.499533372651358e-05, -6.978775199485557e-05, -7.375470565541943e-05, -7.696178187317204e-05, -7.947225382898294e-05, -8.134694405613678e-05, -8.264411955056739e-05, -8.341941532765784e-05, -8.372578318891172e-05, -8.361346292549769e-05, -8.31299731920307e-05, -8.23201195126642e-05, -8.122601706877796e-05, -7.988712601983583e-05, -7.834029744493262e-05, -7.661982809193636e-05, -7.475752239213158e-05, -7.278276021008125e-05, -7.072256894053907e-05, -6.860169876109838e-05, -6.644269987817572e-05, -6.426600085545634e-05, -6.208998733498495e-05, -5.993108045442782e-05, -5.780381471629184e-05, -5.572091504787332e-05, -5.369337309223098e-05, -5.1730522994912766e-05, -4.9840117110978186e-05, -4.802840229486306e-05, -4.6300197638783866e-05, -4.465897462562953e-05, -4.310694082303741e-05, -4.164512806074466e-05, -4.0273486118465e-05, -3.89909823979969e-05, -3.7795707843889093e-05, -3.668498867767303e-05, -3.565550283232074e-05, -3.470339961626592e-05]}, 'iteration_5': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-11746.977974499529, 5.1039264140939355, 5.182986041340918, 5.261762582022711, 5.324082348010099, 5.348750733024207, 5.31136445093628, 5.187113775836177, 4.953896773274647, 4.595200412218469, 3468.9900051847585, 8579.449254705218, 3.6557323193052724, 2.172514745620316, 1.4072042664922813, 0.609185632942374, -0.20670002640290144, -1.0273368501220903, -1.8412203041592898, -2.6380164134060116, -3.350150640092094, -3.8732458583751472, -4.282167078902876, -4.63757679713414, -4.936178520310587, -5.175257796171453, -5.348731123370391, -5.463807451021937, -5.521558020210094, -5.51521354340908, -5.452688031594376, -5.338721407892444, -5.179008396086686, -4.979897477717282, -4.74809219389318, -4.490374994114882, -4.213365241523402, -3.9233236127880935, -3.626004751398934, -3.326563654389395, -3.0294884751967683, -2.7385898098095143, -2.4570048680171053, -2.1872172001922485, -1.9311357998753653, -1.690118727812267, -1.4650425913515364, -1.2563782179021565, -1.064300554547581, -0.8886125811633429, -0.7289457776163106, -0.5847423965168472, -0.4553095725936075, -0.3398591869956073, -0.2375405505535908, -0.1474676625889908, -0.06874149721576146, -0.00046783920171312136, 0.05822879465198516, 0.10819461263329182, 0.1502388695331435, 0.18512858069136173, 0.21358519554555525, 0.23628285292805135, 0.25384788812943526, 0.26685931019193854, 0.2758500118763599, 0.28130851422283054, 0.28368108244826595, 0.2833740803774017, 0.28075645750557743, 0.2761622858922457, 0.26989328383443806, 0.262221279627517, 0.2533905821238065, 0.24362023542192682, 0.2331061435421407, 0.22202305744752024, 0.21052642174137856, 0.19875408191403804, 0.18682785568829008, 0.17485497384330065, 0.16292939747398827, 0.15113301978246846, 0.13953676121387842, 0.1282015669658205, 0.11717931569240014, 0.10651364779655209, 0.09624072122364546, 0.08638990206840529, 0.07698439670398895, 0.06804183160661556, 0.05957478652726663, 0.051591286136802195, 0.044095254705929156, 0.03708693776898188, 0.03056329413633039, 0.024518361076397845, 0.01894359508977251, 0.013828190267727091, 0.00915937601037985, 0.004922695533449022, 0.0011022663731833173, -0.0023189761276637966, -0.005359051631330205, -0.008036723301679939, -0.010371301602873624, -0.012382463045042003, -0.014090083641463943, -0.015514086784071892, -0.016674305260486036, -0.01759035699264444, -0.018281534117957285, -0.01876670497389598, -0.019064228471687646, -0.019191880364413716, -0.019166790806855336, -0.019005392595566002, -0.01872337944642826, -0.018335673673470443, -0.017856402579160942, -0.017298882843794692, -0.01667561217890794, -0.015998267478794834, -0.015277708752321354, -0.014523988141621008, -0.01374636335927854, -0.012953314875406317, -0.012152566241856615, -0.011351106917486763, -0.010555217052372466, -0.009770493705204919, -0.009001878046639432, -0.008253683202154286, -0.007529622402601973, -0.006832837266696304, -0.006165926054305245, -0.005530971847024836, -0.004929570678866665, -0.0043628597217547195, -0.003831545716844085, -0.0033359339020405956, -0.002875957716462819, -0.00245120959187929, -0.0020609730736861234, -0.0017042564596357035, -0.0013798279868871108, -0.0010862524225137523, -0.0008219287171104162, -0.0005851281745940936], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [241.5523225152897, 5813.357259833965, 3260.3921151409895, 1664.2145761504098, 814.4128923819604, 373.47542142215804, 147.81710313419222, 34.498875027391634, -21.002608954374963, -47.10406377357038, -58.490606750889825, -62.64991183774416, -63.332695120843866, -62.40358906185997, -60.77399233005677, -58.867023181881535, -56.8850406303453, -54.93457009385063, -53.040044001173925, -51.21650914167872, -49.4679424993403, -47.804335253675234, -46.200351467403664, -44.67361549738464, -43.20061847732049, -41.787977040712875, -40.43228019846886, -39.130341440379766, -37.872045429913804, -36.66257385233112, -35.49289551076636, -34.367632700134536, -33.27870865862372, -32.23026633025707, -31.215065720146903, -30.231947167858564, -29.279785080306993, -28.357488738375086, -27.464002683574915, -26.59432531101336, -25.755628274247172, -24.93917049672883, -24.147985662983263, -23.37789437980854, -22.6315960151605, -21.905254964589936, -21.198452071564844, -20.510757464317006, -19.844306354901274, -19.193392907746468, -18.56026904523732, -17.944488982038845, -17.343472465916722, -16.75910502714865, -16.19093433644331, -15.634790484375426, -15.0871732077895, -14.565567874638917, -14.050259984405782, -13.557445664209869, -13.055921913800546, -12.590850127975065, -12.118138831168528, -11.666077939591549, -11.220890386354114, -10.794853700256622, -10.375350031796524, -9.962705996539965, -9.557199170333018, -9.159061719430763, -8.778038440205231, -8.403900912308053, -8.036815806302283, -7.68530316823752, -7.332329064967749, -6.9944174270093615, -6.663270867438862, -6.338954226647092, -6.0215096026818555, -5.71095844306986, -5.407303514257458, -5.116459423114947, -4.826286815573543, -4.542935294293385, -4.26634977845368, -4.001449015638703, -3.7379767060272133, -3.48105568602494, -3.2305953000759615, -2.9864988115632314, -2.7446531682206863, -2.5131442840960267, -2.283997626031797, -2.064608258838867, -1.8442848212874057, -1.633446877037124, -1.4284396379942894, -1.2261731343400781, -1.0268928373417754, -0.8362190846971155, -0.6484635994341871, -0.4638148753401535, -0.28480228939840774, -0.11125563671150338, 0.059155252819607027, 0.2242387828547653, 0.3861435749516854, 0.5447734927283271, 0.6982416837529163, 0.8484526038154263, 0.9953469046042821, 1.137302206919674, 1.2760031317327027, 1.4114188653449664, 1.543529217558337, 1.6710127310673901, 1.796549767701553, 1.9175792692105127, 2.036558280808675, 2.1511690656217684, 2.2636616976751314, 2.3719404058924254, 2.4780637874104383, 2.581035857278436, 2.680900650484956, 2.7785195959949767, 2.8730503943920946, 2.9645503572858387, 3.0537803901172635, 3.140030477131704, 3.2233665235566145, 3.3050618593675787, 3.383283127757843, 3.4598249830583843, 3.533559047338692, 3.6050533314577407, 3.674308722796687, 3.7413316462814548, 3.80613353988091, 3.868334786493715, 3.928767740896279, 3.9870382980365595, 4.043173309784993, 4.097518731950022, 4.149755059860012, 4.199919019230506, 4.248049035836437, 4.294435069179267, 4.339074053360928, 4.38196788424865, 4.422915261651956, 4.462160110452792, 4.499714846828364, 4.5355952573068485, 4.569180410117802, 4.601664307276568, 4.633391551283186, 4.66291724570527, 4.690386660304771, 4.717051071694203, 4.741754637764151, 4.765581406296669, 4.788425703689195, 4.808588264681394, 4.82787378337826, 4.8461974733167725, 4.862874692408793, 4.878571116204911, 4.893225056198204, 4.905899125164532, 4.918031526732504, 4.928738601283396, 4.938121865507503, 4.946534742879349, 4.953944999319983, 4.960326770083346, 4.965516280349314, 4.969601834982463, 4.972744439538853, 4.9749303011569275, 4.976150270933166, 4.97640565631415, 4.975740352736958, 4.974153053836888, 4.9716459323160205, 4.968322228266946, 4.964131566970105, 4.959081231912718, 4.953333119641337, 4.946610995676258, 4.939246635006489, 4.93110068424048, 4.922187611931721, 4.912523387395484, 4.902356555478161, 4.891253003688261, 4.8797028156917275, 4.86723409581398, 4.854375016050223, 4.840621586647261, 4.826533508503886, 4.81157994301087, 4.796346164489454, 4.78027928675219, 4.763686629795446, 4.746892117098041, 4.729317770406131, 4.711283787731033, 4.692503094149654, 4.6736132230621985, 4.654016756824256, 4.634044299994886, 4.613717094135931, 4.592742727052882, 4.571454711454268, 4.549873445405155, 4.5277068199085395, 4.505287623761647, 4.4826349379629225, 4.459458807918644, 4.436088358319972, 4.412236158256172, 4.3879248404769875, 4.363478004804367, 4.338613304379359, 4.313649300090042, 4.288307456422881, 4.262609910421395, 4.236578681153849, 4.210520472464248, 4.184165910896927, 4.15725724525264, 4.130651360747681, 4.103532324450355, 4.076198751424378, 4.048670065102417, 4.020965207324116, 3.9931026124882107, 3.9651001862487947, 3.936723692795928, 3.908496683345922, 3.8799358182184895, 3.851067587465041, 3.822392266834735, 3.793446403949386, 3.7642547866775105, 3.7352940337310905, 3.7058981011699506, 3.676538706742137, 3.6470118900815685, 3.617550915038165, 3.587749702700797, 3.5580482170687815, 3.5282543002627613, 3.4983867551039283, 3.468463663950613, 3.4385023861865447, 3.408519558901701, 3.378531100459789, 3.348552216655534, 3.3184207930437126, 3.2883339325945213, 3.2581346957758854, 3.2280118956786747, 3.1978136565623014, 3.167720665238726, 3.1374289823922834, 3.107428525148745, 3.0769646860356326, 3.0471163182942607, 3.0164163098759755, 2.9863511429561505, 2.9568998373470654, 2.9266826258209404, 2.897095022670409, 2.866812828968728, 2.837172715694187, 2.806904722257396, 2.77728815839608, 2.748300349927557, 2.7187500196703964, 2.6886915105012625, 2.6592954601040817, 2.6294445653138174, 2.6002572843047456, 2.57066429959492, 2.541733805522962, 2.5124427519483223, 2.483811018864464, 2.4548600886318783, 2.425631252680472, 2.3970745418617074, 2.3682749606293783, 2.340138493561118, 2.3117909646783774, 2.2832670301685143, 2.2554093877842156, 2.2266111376296154, 2.199274685243142, 2.171057985087648, 2.1435148957434498, 2.115901079294101, 2.0882425626562227, 2.0605640406547527, 2.0335557427944977, 2.0065401996302543, 1.9795390638248642, 1.9525727791663108, 1.925660605632927, 1.8994097807949804, 1.8726442531441605, 1.846544310757789, 1.820536521026533, 1.7946355758860943, 1.768335814502618, 1.7427018091874766, 1.7172127241639799, 1.6918795574128436, 1.666712472575045, 1.6412640438077826, 1.6164680723763865, 1.5914301102400255, 1.5670356703161934, 1.5424347001544862, 1.5180659099240905, 1.4939337982867646, 1.470042321671445, 1.4460245407045038, 1.4222731356814227, 1.398789830288438, 1.3752341079100263, 1.3519667729824925, 1.328987663110761, 1.306296320786361, 1.2832781427747093, 1.2608772918935796, 1.2384858609378868, 1.216125082357626, 1.194089976351148, 1.1721090544915531, 1.1504605625822688, 1.1288865442812874, 1.1076493906835783, 1.0862643874227442, 1.0652317238816273, 1.0443182373107944, 1.0237565552854073, 1.0031110860443073, 0.9828272022124358, 0.9624919475538828, 0.9425251639837996, 0.9225355210887904, 0.9029186488155104, 0.8834845699568404, 0.8640638164154998, 0.8448475065126149, 0.8258401660766334, 0.8070457560608856, 0.7883112099796871, 0.7699568990917854, 0.7515288598234565, 0.7333413832225916, 0.715395345738677, 0.6975560297352204, 0.6799666611666167, 0.662499263440113, 0.6451641995843428, 0.6280911159147247, 0.6110448468927189, 0.5942702407979972, 0.5776545557677812, 0.5612044842717253, 0.5449260415650814, 0.5288246019853616, 0.5128075445642283, 0.4970767478479764, 0.4814438439544663, 0.4660091327432754, 0.4506888370694831, 0.43557637775843255, 0.42059204104209214, 0.40582280717302716, 0.3911166610548339, 0.3767093128843834, 0.3622352824693958, 0.3481367475662632, 0.3344665525254229, 0.32055229398830803, 0.30643539971733236, 0.29337845792259254, 0.280117279079623, 0.26668864338041687, 0.25368383657787924, 0.2405437533969249, 0.22782194199998607, 0.215498457608116, 0.2030649558541185, 0.19102369012401063, 0.1788970250197139, 0.16671104364334788, 0.15491977797560788, 0.1435042431714799, 0.13204379744794215, 0.12056015994899268, 0.10945041021718005, 0.09833190239874239, 0.08722320101729723, 0.07648223130172804, 0.06609111811641841, 0.05539531423924648, 0.04536636029337971, 0.03506223933047965, 0.025102808344105047, 0.015192799855249867, 0.005344155681124888, -0.004172333068633074, -0.013624097128387223, -0.023001194904726487, -0.032294496357618135, -0.04126956751703482, -0.05016059067063064, -0.05896005976300599, -0.06766115237841959, -0.07606124260564968, -0.08455464940823079, -0.09274990257284256, -0.10083848679704538, -0.1088159655071758, -0.11667841026513, -0.12442237282941264, -0.13204485755146267, -0.1395432942629973, -0.14691551178472873, -0.15415971216367583, -0.16127444572539143, -0.1682585870086801, -0.17511131163369772, -0.18183207413959812, -0.18853398187440149, -0.19498599678264078, -0.20141110386013722, -0.20769671162740005, -0.21384378944003285, -0.2198534563652192, -0.22572696614302604, -0.2315522602030647, -0.23723761732176213, -0.24286494992684998, -0.2483500845939655, -0.2536954526901409, -0.2589743950497816, -0.26411291449978197, -0.26911383801397554, -0.2741053986851848, -0.2788947506131657, -0.2836656993471772, -0.288241174958193, -0.29279068508511236, -0.29720262437552675, -0.3015293808139505, -0.3057684211345427, -0.30987296368014133, -0.31388964808771364, -0.3178167782380884, -0.3216529634910945, -0.32539709855891796, -0.329048343908601, -0.33257201290093824, -0.33603747347127166, -0.3394088765136874, -0.3426862639930313, -0.34586985583445784, -0.34898696372923754, -0.35198298715984344, -0.3549112657040131, -0.3577690318819923, -0.36050972877842047, -0.3631798889009445, -0.36577756051561255, -0.36828219429403614, -0.37071331855442274, -0.37305276105461416, -0.3753184026798487, -0.37750945774136285, -0.3796109811465871, -0.3816521967585501, -0.38360491391202983, -0.3854834457292315, -0.3872878868268411, -0.38902916858874736, -0.3906856569710056, -0.39227863249549083, -0.3937981184012407, -0.3952449222014802, -0.3966276150893737, -0.3979384445983199, -0.39918516600469184, -0.4003613499091729, -0.401473977376121, -0.4025230512443938, -0.4035087257653392, -0.4044401131109061, -0.40528312536299427, -0.4060889025074363, -0.4068185162600721, -0.4075064592622567, -0.40812127273542953, -0.4086677036987395, -0.40917061339783123, -0.40960820261740877, -0.4099997930300904, -0.4103418396416683, -0.4106112488963771, -0.41084240548957224, -0.4110147681337327, -0.41113243954031237, -0.41120079869173876, -0.4112181518190853, -0.4111861093014483, -0.41110309323044386, -0.410973092624009, -0.41079956729707284, -0.41056954030680537, -0.4103064071557803, -0.40998518061232964, -0.4096253371769231, -0.40921701914315534, -0.40877392496077464, -0.4082839926239665, -0.40774716511935283, -0.4071801634459587, -0.40655080016725875, -0.4059114853914993, -0.40521041432578553, -0.40448486738268596, -0.40371718873013746, -0.4029079402923212, -0.40205777754330035, -0.40116744039543367, -0.4002595579978483, -0.39931392035627383, -0.3983313596454764, -0.39731276406619076, -0.396259070600444, -0.39517125811350096, -0.3940503408227965, -0.3929209698384785, -0.3917371324887341, -0.39054721005832405, -0.3893046845013818, -0.3880344060164192, -0.38676152189890123, -0.3854390948473724, -0.3840922320440681, -0.38272203877075833, -0.3813296110385362, -0.37989210423519404, -0.37845851848598094, -0.37698215343433156, -0.3754880153552358, -0.3739771583570688, -0.3724506120796128, -0.37088609999959876, -0.3693081814625905, -0.3676948700937301, -0.3660704235187935, -0.36443578497181206, -0.3627694403162407, -0.3610950812966988, -0.3593915479163819, -0.35768210856872, -0.35594597735941297, -0.35420596218857553, -0.35244166840013297, -0.35065450334851156, -0.3488665341593773, -0.3470579868126415, -0.3452302122304436, -0.34338454214059644, -0.34154197307948114, -0.3396641620585691, -0.337791484626893, -0.3359054783928654, -0.3339886755882683, -0.3320798280996968, -0.33016114860353263, -0.32821585661115305, -0.32628104558715443, -0.32432224807892585, -0.3223583455254192, -0.320390301568861, -0.3184024692258946, -0.3164128350939862, -0.3144222517274942, -0.3124157392336394, -0.3104103877178397, -0.30839165395350626, -0.3063610052473068, -0.3043346373340409, -0.30229864916674354, -0.30025437581674025, -0.29821712997923416, -0.2961598597152584, -0.294111566845969, -0.2920460909862644, -0.28999136488774796, -0.2879221036320481, -0.28585261001408585, -0.28378384941441726, -0.28171674264617547, -0.2796402767555322, -0.2775676240700032, -0.27548812460624567, -0.27341439993963695, -0.2713361350525796, -0.26925462265126865, -0.26717109947041495, -0.26511786173529284, -0.26306369112094025, -0.26094989028360593, -0.2588787553747571, -0.25675321051794964, -0.25467137639002096, -0.2526317681265978, -0.25054306246610863, -0.2484974184495001, -0.2464071550608069, -0.2443605888126969, -0.24227358373726252, -0.2402307228236865, -0.23823045756374048, -0.2361163167576529, -0.234124163463222, -0.2320249638988485, -0.23004448578539474, -0.2279634044808337, -0.22592833152452746, -0.2239375792070819, -0.22192311536386722, -0.21988774311489045, -0.21789762836287566, -0.21588901846938344, -0.21386444472026708, -0.21188560740602397, -0.2098928333920039, -0.2079450187008418, -0.20592976497956336, -0.20401521518836993, -0.20203737283978337, -0.2000535124763026, -0.1981158578668517, -0.19617339293152466, -0.19427590602894107, -0.19232772405622073, -0.19042546185369777, -0.18852255060594014, -0.1866204190483495, -0.18472041739935133, -0.182823819075444, -0.18097246373704834, -0.17908520705019138, -0.17724345774425354, -0.17536984344965137, -0.17354180440885716, -0.17172155061976946, -0.1698748567518243, -0.16807353207446538, -0.16628236248567393, -0.16446947703569034, -0.16266967581927944, -0.16091443521771592, -0.15914156173540947, -0.15738323394298642, -0.15563984541599463, -0.15388378272916717, -0.15217199604913942, -0.1504495058572499, -0.14874447269412355, -0.14703182316659252, -0.14536280305352123, -0.1436876599224721, -0.142008313495984, -0.14034932084238663, -0.13871062218414643, -0.13707055573074603, -0.13545172619147286, -0.13383350241489725, -0.1322372559941616, -0.13064334378807518, -0.1290530583635199, -0.12748601638525606, -0.12592396453184773, -0.12436798850360876, -0.12283608102743492, -0.12131129399333972, -0.11979452988327498, -0.11828662535288095, -0.11678835381463204, -0.1153004280595641, -0.11383792857234659, -0.11237221175492908, -0.11091865161024307, -0.10947774466626403, -0.10804993986243619, -0.10663564105250317, -0.10523520944749597, -0.10383707903391207, -0.10245407280770948, -0.10108641089765208, -0.09972335245933743, -0.09837658619724556, -0.0970358856313157, -0.09571222826270769, -0.0943958814105562, -0.09309715222208954, -0.09180678146012221, -0.090525486734317, -0.08925392703457237, -0.08799270533131973, -0.0867505879403176, -0.08551140530618574, -0.0842840656808308, -0.08307650617774565, -0.08187380702000041, -0.08067693791831052, -0.07950059673529591, -0.07833101199289023, -0.07717548400054638, -0.07602785811642714, -0.07489495270256105, -0.0737709030681483, -0.07265629575504674, -0.07155166484787936, -0.07044660822839474, -0.06937422145257229, -0.06833300721613347, -0.06727174679439786, -0.06619349401603922, -0.065194789832026, -0.06413359109308538, -0.06314897401919635, -0.06214994623657059, -0.061139020094476165, -0.06015879345575839, -0.05916882520688885, -0.058209099103102076, -0.05727819812379355, -0.05633921320963027, -0.05539409632792639, -0.05447808291643468, -0.05355742019622049, -0.05266515660162164, -0.0517695410071675, -0.05090156891467067, -0.05003137524103882, -0.0491880306367939, -0.048343445240041964, -0.047498900944624584, -0.04665559872708556, -0.045839001715765965, -0.045047831235751776, -0.04423516352277017, -0.04344841887956201, -0.04268635101110708, -0.04190627817595127, -0.04115119367089978, -0.040400449494704484, -0.039654760697744706, -0.03893298768504588, -0.03819872895765024, -0.03748838652949212, -0.03680079666687909, -0.036102923520024525, -0.03541226623191212, -0.03474416051165709, -0.03406861102165922, -0.033415345106396155, -0.0327697591312307, -0.03213214434421384, -0.031502757992514216, -0.030881825262240366, -0.030269541180392014, -0.02966607247060653, -0.029060534925025288, -0.028475462402401296, -0.027899541485803214, -0.02733284337115287, -0.026765808741142243, -0.026208733437972972, -0.025670564367098386, -0.025133035034599415, -0.024597020577359713, -0.02407947234657874, -0.023563869424429056, -0.023058465678738226, -0.022563146040856293, -0.02207077718544254, -0.021588729361561677, -0.02111031528422885, -0.02064235697713836, -0.020184663769074934, -0.01973118290971296, -0.01928799608743582, -0.01884943576311375, -0.018415870054107063, -0.017992696653623616, -0.01757477813429523, -0.017167102358305687, -0.016764866821059217, -0.016368305341422373, -0.01597762337247831, -0.01559705936704859, -0.015218497286313096, -0.014850047810775199, -0.014487773249871341, -0.014131774735936128, -0.013782133863321945, -0.013435676609735237, -0.01309904549553138, -0.012768908679152157, -0.012442397079842231, -0.012122618072064847, -0.011809550979490421, -0.011503164446309947, -0.011200947459033314, -0.010905509434224412, -0.01061678190773686, -0.010332494849419387, -0.01005282272531841, -0.009779942868261855, -0.009513745521408448, -0.009250376240743203, -0.008993755230939104, -0.008742022289013857, -0.008495247217140081, -0.008253483935287456, -0.00801677162861724, -0.007786599895344846, -0.00755999417448534, -0.007338481639039533, -0.007122053091004784, -0.006909450423365486, -0.006701987427133241, -0.006499622513356363, -0.006301215925549273, -0.006107895193833076, -0.005918592998786148, -0.005733365616603572, -0.005552255461941402, -0.005377929406245037, -0.0052058585262143384, -0.005033061223118934, -0.004875567943228382, -0.004709838435345561, -0.004558567803594693, -0.004400198854113281, -0.0042554542730100725, -0.00411076539482775, -0.003966597085199287, -0.0038345850272602177, -0.003697519806980679, -0.0035667573699995135, -0.0034419254846575218, -0.003318021163676567, -0.0031997995656268437, -0.0030826896183640405, -0.002966968375118886, -0.0028567264769555926, -0.002747973579513815, -0.002644408853371206, -0.002545720466058462, -0.002445292263663857, -0.0023497806852289436, -0.002258884757815853, -0.002166884525642173, -0.0020820730619140176, -0.001996413857859347, -0.0019150591967090258, -0.001835526504096269, -0.0017579020020878266, -0.001684249641814598, -0.0016124287987116532, -0.0015424987479111098, -0.0014762047970144244, -0.0014117061864156485, -0.0013490408613103656, -0.0012882372480367348, -0.0012293149352788583, -0.0011735754167849332, -0.0011183708400667471, -0.001066214807974144, -0.0010158173954178777, -0.0009671727924233973, -0.000920269786736971, -0.0008750922928741617, -0.0008316198575198921, -0.0007906397193926452, -0.0007504533568566003, -0.0007118915860019966, -0.0006749209340747997, -0.0006395057001015662, -0.0006056083042939683, -0.0005731896118358029, -0.0005422092317744156, -0.0005126257918673558, -0.0004839341577680959, -0.000457046768421145, -0.0004310207918250599, -0.0004058917351012276, -0.0003823962784643893, -0.0003597500455521084, -0.0003382823368067354, -0.00031794375851504223, -0.00029841664291192316, -0.00027995987476937394, -0.0002625241570907034, -0.0002458442848999346, -0.00022991983197433814, -0.0002149338643782082, -0.00020083773718323355, -0.0001874233258521453, -0.00017468138304154641, -0.00016273842718703789, -0.00015142104596588518, -0.00014071514119537516, -0.0001306048621299735, -0.00012117345993037956, -0.00011228590876388034, -0.00010392429619492856, -9.614831696485204e-05, -8.87752242751317e-05, -8.193661299165168e-05, -7.547447801443433e-05, -6.944058291213912e-05, -6.386534535677093e-05, -5.862263874281847e-05, -5.374797705790975e-05, -4.922168926045207e-05, -4.498940826123698e-05, -4.110573907760166e-05, -3.748490557744063e-05, -3.411734855735507e-05, -3.1040398203248296e-05, -2.8165050956200856e-05, -2.554587253907335e-05, -2.310796177433122e-05, -2.0878107181109754e-05, -1.8826736807178416e-05, -1.6956437725957238e-05, -1.524173936795475e-05, -1.367305827906216e-05, -1.224098570794063e-05, -1.093634432417802e-05, -9.750235468060023e-06, -8.674077608878895e-06, -7.699636718115702e-06, -6.813967957873277e-06, -6.020342291456246e-06, -5.301983783755672e-06, -4.6536335181555945e-06, -4.0732084280813955e-06, -3.5545675100692406e-06, -3.0896336133966917e-06, -2.673998332015243e-06, -2.3052520557556796e-06, -1.977128663073928e-06, -1.6804947576910762e-06], 'MSE': 50098.43184583681, 'R_2': 0.636615898574276, 'U_norm': [-48.63119454266416, 0.0211296930081985, 0.02145699115428039, 0.021783117353172628, 0.022041114318023077, 0.02214323871404039, 0.021988463625384248, 0.021474079520300584, 0.02050858682534131, 0.01902362341142022, 14.36123641117876, 35.51797463826097, 0.01513432901653277, 0.008993971681092673, 0.005825670618742156, 0.0025219614008409478, -0.0008557153352798025, -0.004253061368429417, -0.007622449195175963, -0.010921097297158643, -0.013869254533312484, -0.01603481110283047, -0.01772769990123267, -0.019199056975978054, -0.020435235210251725, -0.021424997070770103, -0.022143157532234167, -0.02261956084970239, -0.02285864184323413, -0.022832376408306838, -0.022573527678400197, -0.02210171841301717, -0.021440524141181347, -0.020616226876998937, -0.01965657854207068, -0.0185896577300443, -0.017442867875007945, -0.016242127488576865, -0.015011260160757973, -0.013771607011296774, -0.012541748500922836, -0.01133746007718025, -0.010171729442942399, -0.009054838223116882, -0.007994689440629803, -0.006996905317338876, -0.006065114911083402, -0.00520126739546122, -0.004406087032122309, -0.003678758179458882, -0.0030177552047230007, -0.0024207690951736876, -0.0018849314649268633, -0.0014069795887736998, -0.0009833917072816665, -0.0006104998752602757, -0.00028458222459518383, -1.936802748978068e-06, 0.00024106079426152807, 0.00044791377551399317, 0.0006219723666799095, 0.0007664119267570585, 0.0008842191769284721, 0.000978184977683958, 0.0010509022881174646, 0.00110476814186912, 0.0011419886562549725, 0.0011645862545563445, 0.001174408425602154, 0.0011731374708539959, 0.0011623008005720431, 0.0011432814362746617, 0.0011173284584685044, 0.0010855672063465678, 0.0010490090916397375, 0.0010085609327822138, 0.0009650337508333511, 0.0009191509955263592, 0.0008715561903922044, 0.0008228200005731252, 0.0007734467380197082, 0.0007238803263431068, 0.0006745097541237324, 0.000625674050195422, 0.0005776668173870907, 0.0005307403621019238, 0.0004851094562519731, 0.00044095476629712685, 0.0003984259821473625, 0.000357644676199311, 0.00031870692028098605, 0.0002816856860618649, 0.00024663305232498523, 0.00021358224032355622, 0.00018254949610593178, 0.00015353583615720343, 0.00012652867028737865, 0.00010150331344469791, 7.84243964829119e-05, 5.724718413047522e-05, 3.7918807510930985e-05, 2.0379417130188554e-05, 4.56326133823355e-06, -9.600305665765647e-06, -2.2185883298083255e-05, -3.327114898980736e-05, -4.293604593495291e-05, -5.126203271752048e-05, -5.833139384256282e-05, -6.422660995753835e-05, -6.902978661803546e-05, -7.282213985939222e-05, -7.568353700489597e-05, -7.76920908927814e-05, -7.892380539276001e-05, -7.945227016407199e-05, -7.934840216012581e-05, -7.86802313481018e-05, -7.751272798263378e-05, -7.590766879967154e-05, -7.39235392749004e-05, -7.161546899752117e-05, -6.9035197116307e-05, -6.623106468708567e-05, -6.324803095001602e-05, -6.012771066599457e-05, -5.690842974511546e-05, -5.3625296399273115e-05, -5.031028528216177e-05, -4.69923319833583e-05, -4.369743563223467e-05, -4.04487674350934e-05, -3.726678329403361e-05, -3.4169339073318994e-05, -3.117180713955833e-05, -2.8287193448086e-05, -2.5526254508481374e-05, -2.2897614049039952e-05, -2.040787947472008e-05, -1.8061758551994457e-05, -1.5862177111377012e-05, -1.381039880416705e-05, -1.1906148075649066e-05, -1.0147737638250304e-05, -8.532201448849019e-06, -7.05543396940497e-06, -5.712335837471305e-06, -4.496965346864636e-06, -3.402694329449611e-06, -2.4223661739087964e-06]}, 'iteration_6': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-12943.696090932317, -0.7717616230982561, -0.4545035038912514, -0.061175037456874526, 0.39968198245142816, 0.9096004748110962, 1.4398254570665572, 1.9525224764088334, 2.403251124094845, 2.7467559602301272, 8351.987463467496, 4964.059935183125, 2.671607355438917, 2.2085861892612932, 1.5131921223151696, 0.6193203140510757, -0.4371462449450193, -1.6113622546942055, -2.8535802518275006, -4.11312763879082, -5.342029534780908, -6.4977716856871295, -7.532777575823897, -8.168922954000601, -8.624976611240896, -8.90033261602502, -8.964181665370573, -8.840256349339372, -8.81536831105218, -8.541148911328134, -8.179418142564149, -7.750641611379315, -7.273780082945307, -6.765811791431796, -6.241477242657137, -5.71319961526155, -5.19113351042075, -4.68330834155948, -4.195831878216508, -3.73313126371845, -3.2981904541710954, -2.8928014867563934, -2.5177839588886766, -2.173200793370486, -1.858518946333863, -1.572765467163605, -1.3146746186965246, -1.0827631193302618, -0.8754246891020953, -0.6909912324595603, -0.5277805703119328, -0.3841318800640556, -0.25843114591262634, -0.14912867756259923, -0.054750567472373536, 0.02609448048600029, 0.09471176814446657, 0.15231973734970164, 0.20005089960515682, 0.2389540095441959, 0.26999706814007135, 0.29407085143693057, 0.3119927459110312, 0.3245107369194955, 0.33230744477923624, 0.3360041379169909, 0.33616467646687553, 0.33329935533416327, 0.32786862600068123, 0.32028668262727567, 0.3109249026638379, 0.3001151352190531, 0.2881528328589091, 0.27530002418815175, 0.26178812582838756, 0.24782059351142566, 0.2335754129453578, 0.21920743199545814, 0.20485053660448935, 0.1906196736905123, 0.17661272494632205, 0.16291223635484167, 0.14958700916339707, 0.13669355888859439, 0.12427744982596307, 0.11237451275785579, 0.10101195384248551, 0.09020936240897952, 0.0799796253325002, 0.0703297552308828, 0.06126163946981653, 0.05277271657418274, 0.04485658630925814, 0.03750355935431825, 0.030701152082445653, 0.024434531456167523, 0.018686914620238047, 0.013439927288498106, 0.008673924605941664, 0.004368277892714484, 0.0005016302964993648, -0.002947875790298732, -0.006002397036649325, -0.008684210836197226, -0.011015558285466612, -0.013018506597175869, -0.014714829253723997, -0.016125902444950806, -0.01727261641668869, -0.01817530048152907, -0.018853660496785468, -0.01932672764532193, -0.01961281744387714, -0.01972949794836531, -0.019693566224342787, -0.019521032187573693, -0.019227108960832302, -0.01882620899516375, -0.01833194523047531, -0.017757136672114582, -0.017113817789398834, -0.016413251178545085, -0.015665942921889296, -0.014881660174209643, -0.014069450479303176, -0.013237662469817297, -0.012393967570638572, -0.011545382396875288, -0.010698291540350948, -0.009858470470912283, -0.009031108306845358, -0.008220830273337214, -0.0074317196747957625, -0.006667339335389079, -0.005930752439567942, -0.0052245428442998275, -0.004550834925938581, -0.003911313138323493, -0.003307241467965376, -0.002739483088355493, -0.0022085205368709226, -0.0017144767952312527, -0.0012571376919969489, -0.0008359760036850809, -0.00045017760439089, -9.866988382985293e-05, 0.00021984749909845162, 0.0005068696585480722, 0.0007640516888631397, 0.000993172652592108], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [226.74252356508774, 6154.8548857344385, 3331.964775986833, 1626.9156822251512, 750.2092658156228, 311.71220302564547, 95.98649566416621, -7.580019866073168, -55.48549898609818, -76.13088589352982, -83.66640651655153, -85.04401301048799, -83.63094922898925, -81.01972444707076, -77.98038367282304, -74.83440904737026, -71.734222114589, -68.76483972428517, -65.925609855857, -63.22145416302252, -60.649515997354904, -58.219676416577826, -55.89218254428234, -53.690745924449246, -51.57998968561974, -49.568248784011004, -47.64949874885518, -45.81814192184261, -44.0590171394335, -42.37847951637173, -40.76312267054523, -39.21851347374043, -37.73278006838947, -36.31082989976896, -34.94212980996427, -33.62449870253292, -32.35583332330103, -31.134109013167933, -29.95737963824427, -28.81857827838581, -27.726591304562138, -26.66955143859756, -25.650963874883075, -24.6650387079955, -23.714839748451265, -22.79510475181205, -21.904970075193212, -21.043571366717213, -20.213244549224633, -19.406579751477725, -18.62610237917619, -17.8709811642779, -17.13780102763816, -16.428619141059166, -15.742631543970278, -15.074593190065633, -14.420160627130057, -13.799963785844902, -13.190317949166584, -12.610174332973287, -12.022723655425565, -11.480666037018748, -10.932403744231616, -10.410677328237103, -9.899392333155097, -9.412469562981133, -8.93531242157815, -8.468218965766908, -8.011425130895795, -7.565110149097291, -7.140034773432342, -6.724629895100906, -6.319003572563705, -5.932425005618568, -5.546083158082226, -5.177990138808441, -4.818969855106901, -4.469019240231016, -4.128109653924798, -3.7961896921262013, -3.473187798148908, -3.1652761727821193, -2.8595312796772134, -2.5624060162812454, -2.273769958576796, -1.9986470653826705, -1.726316381284107, -1.4620422789498337, -1.205663203981805, -0.9570131870441657, -0.7118669904414799, -0.4783554134824527, -0.2483686398923793, -0.029266623100442257, 0.18966547786788102, 0.3981098104434894, 0.5997665286866777, 0.7977114494525868, 0.9917192625188764, 1.1763781285799535, 1.357256379409406, 1.5341901544261425, 1.7047946190215697, 1.8692895252579709, 2.0299219454033044, 2.1846638642523373, 2.335567759807269, 2.4825664781501464, 2.623950301139879, 2.7615127746418118, 2.895223914006334, 3.023645747867194, 3.148341094828428, 3.2693076072407625, 3.386553416517895, 3.498944238900084, 3.6088700867064705, 3.7141150289974987, 3.8168435784553827, 3.9150820170056178, 4.010787504934642, 4.102204980219025, 4.1911013117520985, 4.27666127069043, 4.358950760089261, 4.438700210998229, 4.515242612732263, 4.588654763958696, 4.659569321161105, 4.7274444804974625, 4.792363050124389, 4.85533264671801, 4.914963780055181, 4.972649379924921, 5.027556370239251, 5.080133366171149, 5.130399886149151, 5.17838026951709, 5.224103131316953, 5.267328141821033, 5.308655252294233, 5.347830465002011, 5.3848947780924385, 5.420094055970013, 5.453239592435485, 5.484379980001831, 5.513564779028231, 5.540990173046844, 5.566669658363348, 5.590620897788871, 5.612754936500508, 5.6332280368681715, 5.652066067304498, 5.6692974946981085, 5.684667948529793, 5.698751424574359, 5.711668667558225, 5.7228457207152985, 5.732412067661807, 5.740819558135179, 5.747719900319483, 5.7534357840517485, 5.7579025407521325, 5.760873843731568, 5.7627043571293655, 5.763346457810508, 5.762804720656134, 5.7610907228367685, 5.758176268309805, 5.754360463837991, 5.749255245367743, 5.743195865558465, 5.736264914709128, 5.728257812714861, 5.719168992097555, 5.708997999914131, 5.698100614104234, 5.686545762446671, 5.674007443458891, 5.660493369706378, 5.646014736604948, 5.631021297217989, 5.615120627776946, 5.598328966537918, 5.58066494929474, 5.5626285684121495, 5.543779736990357, 5.524139764529755, 5.504232243947094, 5.483085235157831, 5.461729153087849, 5.439687014452319, 5.416983455358703, 5.39364380114291, 5.3702153186743455, 5.345682470361098, 5.321114423719148, 5.2954919136007685, 5.26988628407718, 5.243278587346837, 5.216737678831179, 5.189248537305587, 5.1618734499171435, 5.133604509940048, 5.104984368710335, 5.076543648514743, 5.0472902670247395, 5.017757100700522, 4.987472490419536, 4.957451625367994, 4.926732026040088, 4.895829306806317, 4.8647639489458046, 4.833085431912245, 4.801293561772964, 4.769406859443183, 4.736989224370649, 4.70452271260664, 4.672023659622181, 4.63907112994337, 4.606128107214625, 4.5727841406275775, 4.539070632180372, 4.505430698576846, 4.47147000734182, 4.437617959345528, 4.403491034647622, 4.369117259533366, 4.334523935823013, 4.300112624491998, 4.26552156786486, 4.2304130603976535, 4.195899083042239, 4.160915024621134, 4.125845927923303, 4.090713351042983, 4.055537989003952, 4.020339673455256, 3.9851373760218918, 3.949635176356142, 3.914484284020529, 3.879078844557288, 3.8434518003315437, 3.808216484614639, 3.772799270009211, 3.7372299511835205, 3.7020851039479026, 3.6665538522878456, 3.631205336533205, 3.595791168473649, 3.560588284191731, 3.5251098998848733, 3.4898781426763255, 3.4546619431534533, 3.4194816341456806, 3.3843565073678517, 3.3493048332356072, 3.314343883090777, 3.2794899534779267, 3.2447583921369487, 3.2099599703008, 3.1753208032742672, 3.1406585488222984, 3.1061881911461993, 3.071734089836086, 3.0375004986976624, 3.003140444559499, 2.9692076037601884, 2.934847746459769, 2.9012755389277367, 2.866840521410542, 2.833209692540457, 2.800352683803145, 2.7667296585677144, 2.7338929031762946, 2.7003719830839756, 2.667645726324791, 2.6343108726402837, 2.6017753194832727, 2.5700080529385305, 2.5377024806802893, 2.5049214773007904, 2.47294032551319, 2.440541898690665, 2.408938608767444, 2.376970966360015, 2.345791300685321, 2.314295305154503, 2.283577994580262, 2.252587815640004, 2.2213706304579004, 2.1909392182708376, 2.1603165468888883, 2.130464084086914, 2.1004523955059637, 2.0703191429810417, 2.04095257279154, 2.0106593575368943, 1.9819645924306988, 1.9524076452390744, 1.9236166128420766, 1.8948112317929058, 1.8660188163734839, 1.8372650887511888, 1.8092648400164952, 1.7813134677090368, 1.7534332151467606, 1.725644915550523, 1.697968031479801, 1.6710247651491696, 1.643607516684769, 1.6169247947532224, 1.5903880304210578, 1.5640115866891986, 1.5372813675723243, 1.5112785666309594, 1.485472462906481, 1.4598733269697077, 1.4344905197619109, 1.408873150093592, 1.383960194920288, 1.3588518616816132, 1.3344350760807633, 1.309857842378013, 1.2855584598231884, 1.2615401893571623, 1.2378057380320786, 1.213990371332535, 1.1904831911723426, 1.1672845515191907, 1.1440576603510222, 1.1211578357284426, 1.0985834894410627, 1.0763327638867533, 1.0538032622141205, 1.0319184877737717, 1.010083023114512, 0.9883176508598016, 0.9669087697745637, 0.9455917865595671, 0.9246357135527994, 0.9037899704338823, 0.8833072137297329, 0.8627196674794022, 0.8425085534371931, 0.8224488005522195, 0.8027625353272673, 0.7830322480720053, 0.7636830848418528, 0.7443205568243298, 0.7253438476413223, 0.7063803874192964, 0.6878048459517333, 0.6694361485871936, 0.6511138800899059, 0.6330180595009712, 0.61515215276878, 0.5975190698983922, 0.5799747834627051, 0.562818458727364, 0.5456252638204929, 0.528688298438124, 0.5120074281189275, 0.495456835920474, 0.4791687850295403, 0.4630241146301008, 0.44703206129757045, 0.43131152151620517, 0.4156455344130304, 0.40025867317961505, 0.38504672930806927, 0.37001531740362986, 0.3551693901916045, 0.34051327714892354, 0.3259623329079636, 0.31169932994457755, 0.2975528153931773, 0.28361312656745835, 0.2698041333898831, 0.25620954828068176, 0.24275713592205306, 0.22952443688510105, 0.21637488179132183, 0.20351863472555057, 0.1906293236636268, 0.17810026198524145, 0.16597660608519152, 0.1536619132003487, 0.1411945035074398, 0.12968745749609376, 0.11802467634168783, 0.10623994968439478, 0.09485187654546147, 0.08337047224361532, 0.07227903371721449, 0.061558263911048294, 0.050765535134316885, 0.040336437136809074, 0.029856833365278026, 0.019350140403529167, 0.009207286817585309, -0.0005898903924773191, -0.010402928684170337, -0.020212564525376935, -0.029680195918536795, -0.03913254811896632, -0.0485533519056013, -0.05763975214947673, -0.06640862657716104, -0.0754119788921143, -0.083832659193732, -0.09246236715337494, -0.10078169726116543, -0.10903806308529775, -0.11722135561302671, -0.12510735789689997, -0.13291848243954016, -0.14064644854934752, -0.1482837238502651, -0.15563849500422203, -0.1629035204331983, -0.1700727273651506, -0.1771406647142728, -0.18394361448503702, -0.1908010950075794, -0.19739721080574818, -0.2038870093231658, -0.2102671576198935, -0.21653477398726084, -0.22268740097115983, -0.2287229788811207, -0.23463981992014463, -0.24043658304610335, -0.24611224965366563, -0.25166610014612456, -0.25709769144906813, -0.2624068355024718, -0.2675935787543387, -0.2727451714859934, -0.2776845331498689, -0.2825829245739006, -0.2873545490776336, -0.29200072904065144, -0.2965229027541865, -0.30092261107714136, -0.30526587617933937, -0.30948448495818065, -0.31363943931590915, -0.31766883339040886, -0.32157516800067837, -0.32541233423396, -0.32912685670692093, -0.3327215332475737, -0.336288493714386, -0.3396903090845836, -0.3430579687870659, -0.34626690724864834, -0.3494364809564088, -0.35248903020836764, -0.35546132263502733, -0.35835178635356535, -0.36112908403491956, -0.36382535830780166, -0.3664397141107817, -0.3689715043667855, -0.37142031194887437, -0.37378593222650125, -0.3760465942813621, -0.3782471967907557, -0.3803650595501098, -0.38240066819020047, -0.3843546439392615, -0.38624394656931116, -0.38803602376392304, -0.3897633618414174, -0.39142430355739616, -0.3929924306702024, -0.3944950443501655, -0.39593112620810633, -0.39728974893416874, -0.3985819825253407, -0.3997986708790291, -0.4009496587196849, -0.40203482212091246, -0.40304737892565634, -0.40400177490689015, -0.40488522619033307, -0.405704965768639, -0.4064615183956972, -0.40715969959864146, -0.4077914217649251, -0.40836545156439336, -0.40887857093123536, -0.4093318089994605, -0.40972834530124014, -0.4100665068706394, -0.41034891956235575, -0.41057481099630533, -0.41074628542202346, -0.4108638308050883, -0.41092804010374767, -0.41093945455622233, -0.4108999230160789, -0.4108079392211941, -0.4106680284985754, -0.4104738968855664, -0.4102347717065905, -0.4099540772489617, -0.40961958976733703, -0.40924640748825314, -0.4088190200546479, -0.40833593168460697, -0.40783878106053456, -0.4072664054698755, -0.406661881385371, -0.40602802607312305, -0.4053415070202216, -0.40462877374139694, -0.403864530982317, -0.40304862502796374, -0.40221038014871335, -0.4013520630047816, -0.40041469012130165, -0.3994901300721575, -0.39848719796742865, -0.3974690356488753, -0.3964051105790023, -0.3953288923134228, -0.3942090092225666, -0.39304623863113025, -0.3918750273676911, -0.39062938116099816, -0.38941149300812866, -0.3881211072100239, -0.3868271365118937, -0.3854967125365245, -0.38413092017524975, -0.3827308901340542, -0.3812977917913755, -0.37986686155757027, -0.37840511320103004, -0.37691372305431914, -0.3753938858343549, -0.37384680932875664, -0.3722737094299157, -0.37067580552271046, -0.36908730580211213, -0.36744322298742377, -0.36581049520519976, -0.36412499667779036, -0.362420681470923, -0.3607304677942157, -0.3589917101490614, -0.357237561329491, -0.3554691235886792, -0.35368747457908184, -0.3518634243430356, -0.3500588054211731, -0.34821447188291044, -0.3463616482302003, -0.34450128550242676, -0.3426343028739383, -0.3407333903724767, -0.3388283093690034, -0.3368924113397263, -0.3349546915581873, -0.3330159132185042, -0.3310504265317408, -0.32908603846671824, -0.3270977708192785, -0.3251126255556954, -0.32310629688034614, -0.32110497422965695, -0.31908502283241413, -0.3170480364807721, -0.3150189790960091, -0.31297521684261287, -0.31091822549174386, -0.30884943942685644, -0.30679218840384936, -0.30470357822460914, -0.30262842985476734, -0.300546069374172, -0.2984372188527013, -0.29634440254306366, -0.2942478969987657, -0.2921293445871311, -0.29002901745853416, -0.28790936612053725, -0.28579077654285145, -0.2836741478388519, -0.2815425888914226, -0.27941531790399204, -0.2772930951098488, -0.27515986932331815, -0.2730337253252309, -0.2708991523951012, -0.2687576706584346, -0.266626258481302, -0.26449018819996073, -0.26235080964313207, -0.2602240358742355, -0.25808156325984555, -0.25595352886158207, -0.253812680168433, -0.251687893678777, -0.2495529403140346, -0.24742253739084216, -0.24529758927172618, -0.24317895003124476, -0.24105527748548916, -0.23893998475384085, -0.23682212840249886, -0.2347144957043565, -0.23260653146734622, -0.2304995060449666, -0.2283946250539135, -0.22632437298101735, -0.2242571315418808, -0.2221339511675055, -0.22005757876856383, -0.21793067498410434, -0.2158514051215649, -0.2138180032961301, -0.21173939993643567, -0.20970728453361187, -0.20763452075993008, -0.20560865166642966, -0.2035463479383921, -0.20153114893663002, -0.199561277729139, -0.19748278959415072, -0.19552752274753352, -0.19347061937245968, -0.19153324600357263, -0.18950078329598716, -0.1875165262851205, -0.18557859384415387, -0.18362069179333707, -0.1816456305712642, -0.17971754277330573, -0.17777458597235915, -0.17581927326946367, -0.17391111381045338, -0.1719924824430777, -0.170120004990867, -0.16818567093197204, -0.16635079100150668, -0.164458103888515, -0.16256256284118614, -0.1607139739752612, -0.1588635725882064, -0.15705869884520177, -0.15520835933303986, -0.15340432557767386, -0.15160233746166685, -0.14980374828433093, -0.14800983015943125, -0.14622177618525584, -0.1444789334706133, -0.14270489839648715, -0.14097618071848336, -0.1392201339855695, -0.137509317295635, -0.1358082614467358, -0.1340850285229193, -0.13240659684118752, -0.13074005060973498, -0.1290557699951553, -0.12738611496441976, -0.12576017953246632, -0.1241203091863725, -0.12249628741314081, -0.12088843110567088, -0.11927128318162866, -0.11769723900323668, -0.11611568998570995, -0.11455249458145293, -0.11298466183397667, -0.11145904779535024, -0.10993011585089402, -0.10839965770282105, -0.10689003902820686, -0.10540114109940947, -0.10391326335774509, -0.10244689237668674, -0.10098331588745445, -0.09954183773478961, -0.09810469082719814, -0.09667305101025137, -0.09526454479377665, -0.09386272978349448, -0.09246858132313589, -0.09109818149542519, -0.0897363277114014, -0.0883838193424128, -0.08704139243801443, -0.08570972241143568, -0.08438942674555555, -0.08309383635483401, -0.08179755609301922, -0.08051419179254972, -0.07924415593590511, -0.07798781629818134, -0.07674549844896703, -0.07551748818406473, -0.07429363776803116, -0.07308516335180391, -0.07189221877917407, -0.07070542140255254, -0.06953493230081095, -0.06837184415085222, -0.06722565894881552, -0.06608792481530473, -0.06496752466540538, -0.06385644242302004, -0.06275528867381007, -0.06166461920780673, -0.060584937616009034, -0.059523711000361974, -0.058467105944004574, -0.057422718081499326, -0.05639725763739856, -0.055378028954892564, -0.054365864742269135, -0.053373163916163716, -0.0523882715020805, -0.05141731872454902, -0.05045511460623575, -0.04950735431564128, -0.04856910723252482, -0.047640853212886726, -0.04672302409653531, -0.04580699268736587, -0.04492014262018512, -0.04406109167982878, -0.04318759203650954, -0.04230231334835618, -0.041484373109443445, -0.04061743177850819, -0.03981510728272666, -0.03900310470983821, -0.03818359444285355, -0.037391094915221704, -0.03659288999187728, -0.035821198541998805, -0.035074732868553324, -0.03432387449617197, -0.033570280545874596, -0.03284201608792436, -0.03211221118767019, -0.031407028968484664, -0.03070133663678166, -0.03001951908206695, -0.029338074319717522, -0.028679726720717717, -0.028022503542048636, -0.02736745759856667, -0.02671556840996486, -0.026086463603234567, -0.02547900609955001, -0.02485720523239571, -0.024257378747092644, -0.023678423868796785, -0.02308794063108175, -0.022518497221330664, -0.02195445255695319, -0.02139635831774437, -0.0208582591705262, -0.020313022571518895, -0.019787683909013604, -0.019281227882214036, -0.018769319958901336, -0.01826486614445575, -0.017778984482006197, -0.01728984641296496, -0.01681896160554665, -0.016355714803015065, -0.015900294755768103, -0.01545286156384546, -0.015013548461878447, -0.014582463560563329, -0.014159691537802109, -0.013737630932713896, -0.01333194836097243, -0.012934697787804065, -0.01254588615473141, -0.01215896464023571, -0.011780964171806397, -0.011417850155065561, -0.011057244353470668, -0.010699781111218866, -0.01035670625590908, -0.010017005768363618, -0.009686103557421001, -0.009363859058615665, -0.009045610277860053, -0.008736097194145965, -0.008430997249873003, -0.00813463001861435, -0.00784679843532255, -0.0075636599289056455, -0.007288973807703661, -0.007019185614797094, -0.006754515926291569, -0.006498212066244018, -0.006247111595629853, -0.006004159749882484, -0.005766440093575242, -0.005534068933923478, -0.005307140611714532, -0.005088055403925314, -0.004872108313622228, -0.004663891627421475, -0.004461111159151597, -0.004263783714878655, -0.004071911838761146, -0.0038837357567462196, -0.0037028146034791785, -0.0035272790905893363, -0.0033555769570738007, -0.0031893121869442853, -0.003028415142533828, -0.0028728094233570604, -0.0027211810851534837, -0.002574798186552007, -0.0024335602703719726, -0.002296310788250265, -0.0021631065949743707, -0.002034933022945095, -0.0019116645758463697, -0.0017914803559153953, -0.0016761309810899999, -0.001564719500391615, -0.0014572328134795434, -0.001353647593438275, -0.0012539312321203204, -0.0011586434322929636, -0.0010664994733870041, -0.0009780813041926275, -0.0008933277067390999, -0.0008117012295532798, -0.0007336592255335049, -0.0006591224842246964, -0.0005876197899851831, -0.0005195044357319723, -0.0004543449608852889, -0.0003921160109982463, -0.0003327843768583507, -0.0002771403130636928, -0.00022367654738104272, -0.00017150082474262648, -0.00012531573045461992, -7.81781113505346e-05, -3.65102411665212e-05, 5.672562491449358e-06, 4.2889923351841684e-05, 7.876922356436585e-05, 0.00011315358043203726, 0.00014339788957844454, 0.00017349696980613547, 0.0002009277201901448, 0.00022589933210937757, 0.00024946665469272495, 0.0002707777711358477, 0.0002907130602247156, 0.0003092178392494816, 0.00032569878667318685, 0.00034081616477726814, 0.0003541170905334405, 0.0003657581378460922, 0.0003765275610212108, 0.00038572142054670407, 0.0003934833640791171, 0.00040031880672375414, 0.0004056734266815051, 0.00041012158074659003, 0.0004134161960540892, 0.0004157245804489083, 0.00041707112923811633, 0.00041748592713574523, 0.00041704697413754474, 0.0004157852713762351, 0.0004137965616823334, 0.00041108950198688566, 0.0004076984949431467, 0.00040366011401686146, 0.0003990126568566587, 0.00039392178364979093, 0.0003881844945596068, 0.00038209985423810007, 0.00037557954115552286, 0.0003686615041417456, 0.00036138362273509326, 0.0003537834534398202, 0.00034589800211935246, 0.00033792682164308045, 0.00032957928525030963, 0.00032105161672700544, 0.0003123769027835132, 0.0003035869037571194, 0.0002947119641463479, 0.0002857809418858918, 0.0002768211549581086, 0.0002678583439325264, 0.00025876670174771013, 0.0002498720322808078, 0.00024089923624599468, 0.00023187912692932157, 0.00022311188091892284, 0.00021434027000479913, 0.00020571845393740947, 0.0001972599146253482, 0.00018885869594904853, 0.00018065180711423362, 0.0001726481449471341, 0.0001647506331201547, 0.0001569785989343538, 0.00014944551968313748, 0.0001421546055921216, 0.00013502082062757036, 0.00012805765943146435, 0.00012135579164818714, 0.00011483890163891208, 0.0001085162414521965, 0.00010239563142369072, 9.654662155402908e-05, 9.090390711573003e-05, 8.547159626402724e-05, 8.030528836896091e-05, 7.529803334623813e-05, 7.055293241775176e-05, 6.597383134398046e-05, 6.160889827341244e-05, 5.749377010947563e-05, 5.3547166096403525e-05, 4.980594640833793e-05, 4.6265766628723724e-05, 4.289349360436631e-05, 3.974229574441847e-05, 3.675177982211373e-05, 3.392140891751017e-05, 3.1290743636796794e-05, 2.879094574327864e-05, 2.647616990999087e-05, 2.428666906341992e-05, 2.2252097652913523e-05, 2.035116828480099e-05, 1.8591550886811376e-05, 1.695420803508378e-05, 1.5434308314611578e-05, 1.402678172611762e-05, 1.2726383069062178e-05, 1.1527750783383408e-05, 1.0425460988473591e-05, 9.414076558727245e-06, 8.48281347852654e-06, 7.637649624235928e-06, 6.863058900354629e-06, 6.155339441041051e-06, 5.514105862297265e-06, 4.934358678740125e-06, 4.408629172722915e-06, 3.9333005711794166e-06, 3.5069001980548068e-06, 3.1233407750492846e-06, 2.7728511584111297e-06], 'MSE': 46427.404372158504, 'R_2': 0.6632433392082804, 'U_norm': [-57.08543727846255, -0.0034036916055348015, -0.002004491690932205, -0.0002697995795960062, 0.0017627129515615167, 0.004011600742825266, 0.006350046018067963, 0.008611187915630092, 0.01059903140070011, 0.012113986915747032, 36.83467636653525, 21.892937696130193, 0.011782559869311827, 0.00974050282820515, 0.006673614196581799, 0.0027313814149119054, -0.0019279411670370015, -0.007106572827190234, -0.012585112887413662, -0.018140080560682555, -0.023559892769814305, -0.02865704937810735, -0.0332217242135767, -0.03602730901955266, -0.03803863733436394, -0.039253036825044496, -0.03953462956919571, -0.0389880831418218, -0.03887831970650577, -0.037668932972337074, -0.036073595831624033, -0.0341825675190406, -0.03207947048395171, -0.029839183641543806, -0.027526716878825585, -0.025196860000817438, -0.02289439773086514, -0.02065474210068056, -0.01850483013756002, -0.01646418682192015, -0.014545972261810616, -0.012758089858658039, -0.011104154273719979, -0.009584443014724723, -0.008196605204297113, -0.006936349849282729, -0.005798094683307838, -0.004775298006205585, -0.0038608756595239, -0.0030474708602105747, -0.0023276647127430288, -0.001694132509910859, -0.0011397559759712976, -0.0006577005292471014, -0.00024146581188613867, 0.00011508419377531441, 0.00041770624572457795, 0.0006717740243329505, 0.0008822822323455541, 0.001053856180525466, 0.0011907650326768951, 0.0012969373683678494, 0.0013759780979805613, 0.0014311860529221683, 0.0014655717858982017, 0.0014818752700630417, 0.0014825832914238518, 0.001469946397861534, 0.001445995313367208, 0.0014125567537895765, 0.0013712686009186216, 0.0013235944051457216, 0.0012708371975993862, 0.001214152600087815, 0.0011545612267342923, 0.0010929603760643353, 0.0010301350164443484, 0.0009667680716728135, 0.0009034500174171403, 0.000840687802777124, 0.0007789131142815198, 0.0007184900035503321, 0.0006597219039507622, 0.0006028580652300085, 0.0005480994390881352, 0.0004956040496215255, 0.00044549188384372993, 0.0003978493363526566, 0.000352733241988882, 0.0003101745284219666, 0.0002701815194795803, 0.00023274291831681902, 0.00019783049805047274, 0.0001654015259783363, 0.00013540094570103233, 0.00010776333924023718, 8.241468935823471e-05, 5.927396014745227e-05, 3.8254512124823116e-05, 1.926536685561858e-05, 2.2123344542871186e-06, -1.3000983440092144e-05, -2.6472304135456098e-05, -3.8299877370419156e-05, -4.858179280281287e-05, -5.7415373212675965e-05, -6.489664594452348e-05, -7.11198861679654e-05, -7.617722589922176e-05, -8.015832327694932e-05, -8.315008682200538e-05, -8.523644954611151e-05, -8.649818816672642e-05, -8.701278288324211e-05, -8.68543136049475e-05, -8.609338868325673e-05, -8.479710238242312e-05, -8.302901777317907e-05, -8.084917185127853e-05, -7.831410013181718e-05, -7.547687809946064e-05, -7.238717705562253e-05, -6.909133185705619e-05, -6.563241847661833e-05, -6.205033919494981e-05, -5.838191389270964e-05, -5.466097576878643e-05, -5.091847012186901e-05, -4.718255484546234e-05, -4.347870142926867e-05, -3.982979538329757e-05, -3.6256235286166655e-05, -3.277602968937692e-05, -2.940489167628199e-05, -2.615633077481028e-05, -2.3041742540282088e-05, -2.007049608583568e-05, -1.7250020339291648e-05, -1.458588984614125e-05, -1.208191145072398e-05, -9.74021328220636e-06, -7.5613377254829836e-06, -5.544340222663085e-06, -3.6868955659501356e-06, -1.985413225023707e-06, -4.351626788107435e-07, 9.695909524176372e-07, 2.2354415537979123e-06, 3.3696885692994143e-06, 4.3801781784686e-06]}, 'iteration_7': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-14152.234038074714, -9.120462095855093, -11.021576309535547, -8.119665569293637, -3.1559266390798215, 0.43642986269271805, 4.850871682090626, 9.426661378743173, 13.27317865980629, 1591.9037173356096, 10201.127009757181, 2714.698190408298, 18.588933558513055, 17.572109118972037, 15.935167384447697, 14.127138052992688, 11.74388914332913, 9.18052293804824, 7.452270150248608, 4.601129949458226, 1.6822792951831333, -1.0741659641683732, -3.6152601857659743, -5.551614498920658, -29.43092091510853, -86.26525578402928, -38.708282512569305, -7.296721299049612, -7.73702611767517, -7.961650499908468, -7.984383340583855, -7.82558996199341, -7.510975076040308, -7.069720688883628, -6.532400415425537, -5.929009296856131, -5.287344928855988, -4.6318694138543615, -3.9828396181017545, -3.354955332460265, -2.763487720220023, -2.218969186542926, -1.7221425452167105, -1.2752597592656374, -0.8821098594127306, -0.5405981173905589, -0.25216945966622517, -0.008245225749745351, 0.19193873481823825, 0.35416045232129434, 0.4811740657756716, 0.5764193249710236, 0.644379589586115, 0.6888637975648105, 0.7134582881116509, 0.7214839895623654, 0.7159681816355884, 0.6996287741809232, 0.6748693364301321, 0.6437832406010087, 0.6081653291287262, 0.5695295350093544, 0.5291309191635284, 0.48799065975229206, 0.44692264301649137, 0.4065604612276892, 0.3673838100536044, 0.3297434827690428, 0.2938843682610775, 0.25996606124019195, 0.2280808764016027, 0.19826921574641118, 0.17053236571345348, 0.14484289711584875, 0.1211529066202714, 0.09940037724400966, 0.07951395039023548, 0.06141639820357556, 0.0450270671383035, 0.03026353598016584, 0.017042698287097344, 0.0052814436198523615, -0.005102923483763363, -0.014192420774310833, -0.022068205116537752, -0.028810417144558852, -0.034498022040800595, -0.03920863041992364, -0.04301829470792218, -0.04600128411679425, -0.04822984603503897, -0.04977396378428573, -0.05070112116648068, -0.05107608323391709, -0.05096070101621913, -0.05041374584190374, -0.0494907766609731, -0.04824404201606276, -0.046722416682956326, -0.04497137178963266, -0.043032976348367676, -0.04094592742203231, -0.03874560582283962, -0.036464154034625745, -0.034130573079465584, -0.031770835166132105, -0.029408009210202694, -0.027062396668400136, -0.02475167543505779, -0.02249104990805619, -0.020293405497261174, -0.018169466034246896, -0.016127952688308033, -0.014175743054782221, -0.012318029210425371, -0.010558473584634907, -0.008899361562751064, -0.0073417498997932085, -0.00588561001088566, -0.004529965391864183, -0.0032730224792523258, -0.00211229431886516, -0.0010447165538978677, -6.67553092458869e-05, 0.000825493325923357, 0.0016362124085121256, 0.0023697818845957214, 0.003030704938198143, 0.003623542770133314, 0.004152857552865167, 0.004623163236513846, 0.0050388837975587734, 0.005404318483463539, 0.005723613513884498, 0.006000739738528918, 0.006239475662168865, 0.006443395299363455, 0.006615860295398468, 0.006760015787825157, 0.006878789495688931, 0.0069748935742854476, 0.007050828768637864, 0.007108890470648722, 0.007151176307946907, 0.007179594909085942, 0.007195875577120363, 0.007201578589269593, 0.00719810591482627, 0.007186712155687949, 0.00716851557395438], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [207.11079033371283, 6484.191496510801, 3394.954074797731, 1584.5557138829115, 681.1284460367294, 243.28146558894, 35.361533382376, -60.00972011113879, -101.02038793222228, -116.10566223348671, -119.05903119334745, -116.48892516604944, -111.54921846769065, -105.67326574659062, -99.59062300745616, -93.56946559182086, -87.75371739776404, -82.24535527215998, -77.02434723878636, -72.09669695934078, -67.45913774370612, -63.131596200750785, -59.04499680717258, -55.241305528259645, -51.65829622392882, -48.30842066456824, -45.17828247359912, -42.254609314272855, -39.509023460616866, -36.94681722219244, -34.542560808334926, -32.29937281386523, -30.194718084074495, -28.2302742959769, -26.38625586224284, -24.654966889000576, -23.028983777631346, -21.501194802062585, -20.06482905864686, -18.707351537161244, -17.435433978892306, -16.23154567630598, -15.096411145948503, -14.020507201337946, -13.004333257829895, -12.039623195466937, -11.12315711537469, -10.251910569563362, -9.426208174602126, -8.63690287634739, -7.884926092744892, -7.168012204190398, -6.481652190442428, -5.826632131832717, -5.201140039548349, -4.599515316366662, -4.017197067583321, -3.4717001962594214, -2.9414623121638876, -2.4423677059525803, -1.942443309722698, -1.4860504605394227, -1.029275012302751, -0.5992034210121228, -0.18218071017549342, 0.2107784229851619, 0.5917697826039453, 0.9606762526521755, 1.3174297520415963, 1.6620067680984552, 1.9863599956848008, 2.2995666906328593, 2.601640248217402, 2.8859059956180513, 3.1662919017150064, 3.4298158236252405, 3.6832708016627502, 3.926753004902908, 4.16038087754508, 4.384292619982597, 4.598643810243759, 4.799555456125382, 4.995571476049394, 5.182562260087363, 5.360732567799788, 5.527202437255549, 5.688583576248942, 5.841786330641449, 5.987037569196244, 6.124566299864549, 6.256761359931618, 6.379379181159845, 6.496826001012916, 6.6054853893758585, 6.710742772685274, 6.807708569858839, 6.898335460023665, 6.984084734151121, 7.064872037947212, 7.138604726929757, 7.207670271504495, 7.272035016482033, 7.330933797932272, 7.384612338531738, 7.433911226719208, 7.478316407120006, 7.518530207476003, 7.554592766918762, 7.586204886178029, 7.613891604146244, 7.637718308028939, 7.657557550696451, 7.673782310687688, 7.686473924354239, 7.69572005956534, 7.701569718774757, 7.704241530687235, 7.703776742296064, 7.70026798846249, 7.693885208303072, 7.684610148417603, 7.672721676363001, 7.65810454932457, 7.640966555354495, 7.621415313773434, 7.5993609897336425, 7.575075672944906, 7.548667071252098, 7.520003559093618, 7.489403308750377, 7.456970341476973, 7.422271297196352, 7.3861821275363715, 7.347977697939231, 7.308292272437866, 7.266927896062399, 7.223962863852666, 7.179476016099287, 7.13354633183507, 7.086560913957463, 7.037983293669914, 6.988196593637271, 6.9372771116715315, 6.884986502512916, 6.831711465011686, 6.777525031048305, 6.722498294911129, 6.666389169935361, 6.609268891071846, 6.551208321334698, 6.492583554519579, 6.433153367216413, 6.372985154446043, 6.312145040459079, 6.251879249563235, 6.190167505764224, 6.126231927981632, 6.06304889178002, 6.000634933606197, 5.936219568575059, 5.872667942244951, 5.807280570593031, 5.74017912768793, 5.676731632019432, 5.611647694377845, 5.545044439541637, 5.479537515141187, 5.412659470811977, 5.34452494821632, 5.27998403127081, 5.211910943392785, 5.145108671609543, 5.079553302827913, 5.0130233301102605, 4.94562032395106, 4.877444011967188, 4.81065702073242, 4.745225150139152, 4.679131889304508, 4.612466401865921, 4.545315346088928, 4.479618760079192, 4.413518731629319, 4.347093781040585, 4.280419553202925, 4.215263285003611, 4.149920901376663, 4.084459860200507, 4.020523943111171, 3.9549780075707637, 3.8910027942657384, 3.827075775506389, 3.763250842820296, 3.6995790238583033, 3.637471340828641, 3.5742131583618155, 3.512540243916794, 3.449868528438899, 3.3887947217604215, 3.3268611628111295, 3.2665302977378765, 3.2054664808220035, 3.146002978530333, 3.085921601209574, 3.0263826009610737, 2.9684279183483637, 2.9100072762513736, 2.8521869749095, 2.794042257868646, 2.7374927310813297, 2.680694904682536, 2.6245975278660825, 2.5692077916668126, 2.5137149285266958, 2.458986058282221, 2.4050227431565845, 2.3510765276549574, 2.2979386081299764, 2.2456058127962466, 2.193388003866649, 2.1420062276301692, 2.090806586858715, 2.0398381832373946, 1.9897557846370622, 1.939956437128781, 1.891054038911264, 1.8424782222662177, 1.7942647138025416, 1.7464464221542106, 1.699560837626125, 1.6530972349667352, 1.6066050357277897, 1.5615385930576515, 1.516488998962685, 1.4719524919590354, 1.4279464150351948, 1.3844861528069172, 1.3415852374054542, 1.2992554525631108, 1.2571368554761235, 1.2159898946244971, 1.1750926483059507, 1.1344841948882731, 1.0948502797977653, 1.0555319284953923, 1.0165609239966176, 0.9785549462388878, 0.9406284524259692, 0.9033857792615554, 0.8665556732034008, 0.8304164468584092, 0.7944631693685865, 0.7592193797094768, 0.7244429554917979, 0.6901474208338373, 0.6563445559156893, 0.6230444993418437, 0.5902558482232646, 0.5579857555922106, 0.5262400248355857, 0.494840617025385, 0.4639860622587902, 0.43350788058423323, 0.4035887221457212, 0.3740692944588345, 0.3451175179111299, 0.3164354219485074, 0.28847749447678417, 0.26053724758586005, 0.2335941755124178, 0.20632252500267298, 0.18004123906245362, 0.1547000182589359, 0.12910923671161648, 0.10444831449687296, 0.07960970940254632, 0.055686044938057025, 0.03164726969999513, 0.008504544561101085, -0.013788160196542859, -0.03615210617990837, -0.058530233957314076, -0.08005750727910456, -0.10155949004384315, -0.1222375614185607, -0.14285705518875566, -0.16268109245587078, -0.18241874883872422, -0.20139045224328597, -0.22025280503294403, -0.23897135572229836, -0.2569464690274601, -0.2747632795623556, -0.2918700186887593, -0.3088072418797551, -0.32554988760256803, -0.34161261592443776, -0.35791927095609427, -0.37311892963199406, -0.38852410288765554, -0.40328456578085625, -0.41780942192017345, -0.43208433023396015, -0.4460965790349303, -0.459507162225144, -0.47266288245137816, -0.4855540161375608, -0.49817215587267616, -0.5105101355163753, -0.5223001291631855, -0.5340728222950015, -0.5453115146055103, -0.5562738634761865, -0.5669566093561742, -0.5775644933183499, -0.587671850256434, -0.5974950236368426, -0.6070337680006032, -0.6162884504678655, -0.625421949925293, -0.6341038269399679, -0.6426524180777831, -0.650770319862659, -0.6587457423206294, -0.666436413887966, -0.6738465116375624, -0.6809804388621974, -0.6879487025801947, -0.694638593392785, -0.7010557829237192, -0.7072951439130676, -0.7132631362197406, -0.7189662942895603, -0.7244111287147612, -0.7297438326185293, -0.7347484339135687, -0.7395676217191106, -0.7441964190264148, -0.7485771983683722, -0.752767622957446, -0.7567183737539793, -0.7604804575757274, -0.7640120586996518, -0.7673949823753142, -0.7705514625331663, -0.7735210585113724, -0.7762752548886455, -0.7788744265428805, -0.7812646238876743, -0.7834969858202859, -0.7855279588682831, -0.7874001963377137, -0.7890795199779478, -0.7905875200474533, -0.7919383160037522, -0.7931198198972875, -0.7941352978372732, -0.7949881622884354, -0.7956871588478361, -0.7962241395779294, -0.7966145508948921, -0.7968521930478679, -0.7969413196061487, -0.7968852199335384, -0.7966870560269801, -0.7963482669881619, -0.7958704853891299, -0.7952604166734002, -0.794511478475894, -0.7936363612499533, -0.7926327322788405, -0.7915032275477586, -0.7902506400095105, -0.788877897166194, -0.787378516195058, -0.7857741738775262, -0.7840485991994071, -0.7822146943554793, -0.780264534160558, -0.7782121604873864, -0.776049066380342, -0.7737902223493897, -0.7714139458371104, -0.7689609818868195, -0.7663700521898259, -0.7637222761302752, -0.7610360484859794, -0.7581795729534152, -0.7551531822247086, -0.7522369061731258, -0.7491577146665684, -0.7459169696569021, -0.742658630903995, -0.7392442811194873, -0.7358193819427375, -0.7323876589831175, -0.7288092834393575, -0.7252304885149492, -0.7215113206244618, -0.7176552779308184, -0.7138084571858199, -0.7099734831178567, -0.7060114563693974, -0.7019263939802438, -0.6978622888405022, -0.6936821229138326, -0.6893902554914079, -0.6851281795807148, -0.6808973576089432, -0.6764293044055675, -0.672132976040719, -0.6676083662246102, -0.6631260890999373, -0.6585569357390666, -0.6539054130182899, -0.6493031847707099, -0.6446247805333336, -0.6398746052173991, -0.6350570525690556, -0.6302977596401638, -0.6254767052977441, -0.6205980865449086, -0.6156660510566961, -0.6107997553302518, -0.6057714687621766, -0.6008136636572268, -0.5958150895053037, -0.5907794835240349, -0.58571049587784, -0.5806116843494077, -0.5754865098120665, -0.5703383324626722, -0.56517040877152, -0.5599858891036812, -0.5547878159649222, -0.5495791228249228, -0.5443626334706759, -0.539141061843703, -0.5338261660998312, -0.5286037079716707, -0.5232959551809111, -0.5179959886868427, -0.5127059344673468, -0.507427812066907, -0.502163537107565, -0.4968349322087729, -0.4915266799657242, -0.48616334237863484, -0.48082630605636073, -0.4755168735842353, -0.4701636366610663, -0.4648431707616159, -0.4595564493714411, -0.4541675542823143, -0.4488865876822399, -0.44351308564816355, -0.4382486323041924, -0.4329006302187521, -0.4276006708128691, -0.4222885146873608, -0.41696807399927927, -0.41170098504567, -0.4064304466597095, -0.40115990174722815, -0.3958926267730251, -0.3906317342170847, -0.3853801754806121, -0.38019155039797425, -0.37496576545579263, -0.3697572559760855, -0.3645683653749674, -0.3594012952722948, -0.3542127111187778, -0.349096364250771, -0.34396425088277777, -0.3388210204637934, -0.33375387994786376, -0.32868041488997757, -0.32360470911107325, -0.3185692132297143, -0.3135372064446942, -0.30854898838572903, -0.30356935196419904, -0.29860147515338525, -0.29368257441458895, -0.2887461935347836, -0.28386263060738237, -0.2790001807262296, -0.2741611989418701, -0.2693176026746994, -0.26453273831234875, -0.2597486579725329, -0.2549973535326148, -0.2502804025455624, -0.24557253541733487, -0.24090313031757987, -0.23624795468118398, -0.23163473226801448, -0.2270402349837959, -0.22246709882704932, -0.21791778254095553, -0.2133499317010899, -0.20894309812369094, -0.2044348124795166, -0.20004331545361984, -0.19556274347920932, -0.1911998963210702, -0.18694988247434552, -0.18262232647788312, -0.17840808826207105, -0.1741263777476157, -0.16978665108527022, -0.16573120827198903, -0.16145496463374368, -0.15729538946901675, -0.15324748731471016, -0.14915705718702385, -0.14517703069515384, -0.1411612241865626, -0.1371166603153521, -0.13318372137301956, -0.12935760146880732, -0.12538062367371697, -0.12163834224142696, -0.11775689878171879, -0.11398439772524259, -0.11020309010081607, -0.10652770788099487, -0.10284688811860168, -0.09916518952618467, -0.09558763767564081, -0.09191386599438918, -0.08844142895673499, -0.08488040695118558, -0.08142180419491338, -0.07797394145080969, -0.0745399824799097, -0.07112287633838658, -0.06772536351847644, -0.06442733177911118, -0.061149199648466046, -0.057893285399346336, -0.054661728752407684, -0.05145649775580911, -0.048279395848378884, -0.04513206903785355, -0.042078657991665096, -0.0389933263324862, -0.036000819567844615, -0.03298256133092997, -0.030000299506862647, -0.027108601433202647, -0.024199123629900666, -0.021327922899322962, -0.018495542970511314, -0.015702438006478275, -0.012903048826210326, -0.010190947869617627, -0.007475852011307511, -0.004803713105894309, -0.0021744950479914453, 0.00041189198294091096, 0.002993508984277052, 0.005530221778259, 0.008057904610586461, 0.01053913112502115, 0.012974421173374481, 0.015396518181102718, 0.017771706389397405, 0.02013080719918613, 0.022442418363796957, 0.024735534814815028, 0.02698092324436498, 0.029205845699281297, 0.031408581252682324, 0.0335629362262282, 0.03569377379787161, 0.03779974339692525, 0.0398796273399773, 0.04191086951410439, 0.04393616571241647, 0.04591241536818182, 0.04786026930149465, 0.04979767868489155, 0.05168605370104213, 0.05354419892107069, 0.05538844787164965, 0.05718429939004003, 0.058964459096785674, 0.06071198779254976, 0.06242678354916119, 0.06412279663291515, 0.0657850329837797, 0.06741360141314573, 0.0690211783039665, 0.07059451566996251, 0.07214550807174981, 0.0736731706251097, 0.0751658619543178, 0.07663439258594186, 0.07807805570225322, 0.07948664509310988, 0.08087919167609295, 0.08223640949203223, 0.08357602329556753, 0.08488031946369266, 0.08616578914673557, 0.08742374411934561, 0.08865408350890876, 0.0898567603465333, 0.09103846935634805, 0.09219202556726226, 0.09332370589903506, 0.09442700396078904, 0.09550779668507255, 0.09656562323551282, 0.09760009909880939, 0.09859599749056834, 0.09956926167649961, 0.10054696997463759, 0.10148180234144062, 0.10241765740218679, 0.10331141778465541, 0.10416535981432548, 0.10501784068575172, 0.1058313677352032, 0.1066409986462822, 0.10741270828532952, 0.10817846527816126, 0.10890746907923228, 0.10960172913043696, 0.11031465912817777, 0.1109669869154089, 0.1116340783964923, 0.11224448516296202, 0.1128661974800454, 0.11345476030911153, 0.11401204816980799, 0.11455749412200661, 0.11508981910827497, 0.11559214174148319, 0.11608100230496103, 0.11655539368686099, 0.11700133005361461, 0.11743274911776706, 0.1178373652885852, 0.11823828136257386, 0.11860252385182836, 0.11896182133054732, 0.11930490542008694, 0.11962329549541464, 0.11992593136227774, 0.12020558300257149, 0.12047629144501501, 0.12072457972656819, 0.12095710002170786, 0.12117367829177815, 0.12137419147099039, 0.1215585639932308, 0.12172331652386074, 0.12187576671692481, 0.12200943366916313, 0.12213007348053315, 0.12223283663702335, 0.12232046385381716, 0.12239433666123949, 0.12245177005544118, 0.12249451365752469, 0.1225231384830265, 0.12253693640772158, 0.12253630603576952, 0.12252148903088293, 0.12249265404729644, 0.12245009532828167, 0.12239309502371311, 0.122323808117782, 0.12224033597344543, 0.12214404512394804, 0.12203355441147512, 0.12191251690804061, 0.12177768630607165, 0.12162900182411397, 0.1214687374417757, 0.12129728015682802, 0.12111249155135452, 0.12091705588297004, 0.12070864092374314, 0.12049016476680802, 0.12025912300772858, 0.12001566192455644, 0.11976299623876917, 0.11949840903346863, 0.11922209845997539, 0.11893750636233365, 0.11864174208735712, 0.118335039698655, 0.11801764673554584, 0.11768982243221816, 0.11735183603143703, 0.11700742309284681, 0.11664997685226841, 0.11628321721428322, 0.1159074387216908, 0.1155229389608352, 0.11513001745695925, 0.1147289746604959, 0.11431655347066066, 0.1138966067061359, 0.1134694400683727, 0.1130317999449467, 0.11258755245440204, 0.11213345564153436, 0.11167336902011782, 0.11120406702130851, 0.11072938988676373, 0.11024613288667869, 0.1097546285624456, 0.10925521134946027, 0.10874821645782982, 0.10823739638634125, 0.10771622706301305, 0.10718847917684417, 0.10665782756641301, 0.10611787946663685, 0.10556903437853885, 0.10501822207810053, 0.10445919803532641, 0.10389556250891069, 0.10332444123947146, 0.10274936623885352, 0.10216751418014959, 0.10157926366894271, 0.10098498864617571, 0.10037903164012958, 0.09977983331946082, 0.0991873432071852, 0.09857238454825543, 0.09793592398924782, 0.09733573681246566, 0.09668651430496021, 0.09607336036374585, 0.0954404139432857, 0.0947886159785318, 0.0941455244249899, 0.0934847339501357, 0.09283305736812873, 0.09219032372700753, 0.0915311840404255, 0.09085653091382007, 0.09019169245833496, 0.08951237348270412, 0.08884315512222753, 0.08816044351743263, 0.08748807888275321, 0.08680316148344296, 0.0861287992244313, 0.08544277744703745, 0.0847458744105276, 0.0840388561232773, 0.08334337308494229, 0.08265912444980138, 0.08194535777043141, 0.08124356432899114, 0.08055341909410017, 0.07983615493742241, 0.07913119970521588, 0.07841964201259219, 0.07770210402485744, 0.07699710560914048, 0.07626907968648138, 0.07555411325556437, 0.07485182074468628, 0.07412848242059243, 0.0734019041997914, 0.072688646639737, 0.07195677368384641, 0.07123857857164569, 0.07051845875617703, 0.06979685307621886, 0.06907418308703472, 0.0683508532220228, 0.06762725100103645, 0.0669037472799794, 0.06616719043379506, 0.06544519639671945, 0.06472431256683629, 0.06400484623096563, 0.06327462568438058, 0.06254689555754253, 0.0618338682105169, 0.061111613372672006, 0.06038108941741381, 0.05966569564558043, 0.05894290961036601, 0.05822438081242335, 0.05751027134569381, 0.05679040986207867, 0.056075697338660566, 0.055356367701322025, 0.05464283771134479, 0.05393519300672628, 0.053224258452453474, 0.05251975951117444, 0.051812896046652304, 0.05110429861023977, 0.050403025820181295, 0.049700815680658594, 0.049006304023605465, 0.04831157708999337, 0.04761715107154915, 0.04692351773662505, 0.046238503127254756, 0.04554766152048512, 0.044865964835006836, 0.04418646200733933, 0.04350953851487949, 0.04283555864452532, 0.04215849597636784, 0.041491568688702844, 0.040828553814417454, 0.04016382208472029, 0.039503847889548555, 0.038848872375831144, 0.0381991199765265, 0.03754945348057425, 0.03690568151652411, 0.03626797333918407, 0.035631537244307704, 0.03499689762071695, 0.03436924316798379, 0.03374867332854929, 0.033126376163481304, 0.0325117986385802, 0.03190077517675494, 0.031293685602073074, 0.03069088593111566, 0.030092709094439164, 0.029503240321349614, 0.028915114721565282, 0.02833248200387128, 0.02775559030224177, 0.02718129864083269, 0.026613378866469545, 0.026052016827978794, 0.025494293656794044, 0.024943629102723318, 0.02439724393228502, 0.023855511685585525, 0.023318780069695923, 0.022795343127742024, 0.022271891440665045, 0.02173919879253464, 0.02124732549241775, 0.020722940064494474, 0.02023800657188169, 0.019723637434865614, 0.01924732248331961, 0.018765055395349815, 0.018278194870114183, 0.017826639243409857, 0.017351765844753307, 0.016892784084603322, 0.01644899601981947, 0.016002867355016215, 0.015571764103461071, 0.015139279818753019, 0.014706404417673815, 0.014288722169167226, 0.013871410380298044, 0.01346894832085572, 0.01308066357234807, 0.012680562576879158, 0.012295210973830144, 0.011923924793900899, 0.011543418895790556, 0.01118827904048212, 0.010825162960910975, 0.010476006940893654, 0.010130465036546021, 0.009789036698581065, 0.009461104557323245, 0.009137442209257697, 0.008818458654535274, 0.008512411647787686, 0.008211098062942764, 0.007914846840382031, 0.007623954233427384, 0.0073386847992028435, 0.007065630087374338, 0.006791998089263705, 0.006530422456775921, 0.006274720232972109, 0.006025040328215871, 0.005781507089090156, 0.00554422150131286, 0.005313262407552618, 0.005093073378768564, 0.0048747111515351355, 0.004662799113640459, 0.004457339599976605, 0.00425831882876366, 0.004065708057961835, 0.0038794647132221576, 0.0036995334841008034, 0.003525847385825267, 0.003355565945890437, 0.0031942728867929843, 0.0030364813655323728, 0.002882492044304989, 0.002736983400196597, 0.002595260558468088, 0.0024595065209065607, 0.002329561882101188, 0.00220351711762744, 0.00208316092228625, 0.0019683132311286247, 0.0018573403266619155, 0.0017503289903081027, 0.0016486201091739908, 0.0015520103993716314, 0.0014591771530109152, 0.0013701408189373723, 0.0012858841838620221, 0.0012052800946282657, 0.0011283077771272092, 0.0010549320297978451, 0.0009858448238104745, 0.000920141538961268, 0.0008577606962495164, 0.0007992246969062353, 0.0007432241382833806, 0.000690821428080011, 0.0006408675635930438, 0.0005938153152672879, 0.0005499643178108648, 0.0005083766535130159, 0.0004693804100519826, 0.0004328674619685129, 0.00039844223116737316, 0.00036659309798182417, 0.00033665877449172926, 0.0003085939194366387, 0.00028274710751797767, 0.0002584039108179538, 0.000236057031528704, 0.00021509692785222123, 0.00019577952496643633, 0.00017787469993068452, 0.00016142916120377425, 0.00014624148602952937, 0.00013224655604450138, 0.00011937894448331012, 0.00010757346092424934, 9.676563274544321e-05, 8.689212513189974e-05, 7.78911020678585e-05, 6.965512011737612e-05, 6.222620822729067e-05, 5.545803132913243e-05, 4.931004601419165e-05, 4.377113664545517e-05, 3.879086366981674e-05, 3.4298800652945794e-05, 3.02586112938048e-05, 2.665274010756551e-05, 2.3425210295768992e-05, 2.0490322631823007e-05], 'MSE': 43073.41262625614, 'R_2': 0.6875711920345822, 'U_norm': [-68.33170804334254, -0.044036634179286466, -0.05321584793852516, -0.03920445461810872, -0.015237866836262898, 0.0021072289985229714, 0.02342162704803799, 0.04551506648510463, 0.06408733536690399, 7.686242310114226, 49.254444963843504, 13.107468663513268, 0.08975357370010029, 0.08484400602710096, 0.07694030514238206, 0.0682105362537105, 0.056703415310712074, 0.04432662796560585, 0.03598204684835611, 0.02221579063277212, 0.008122605755144244, -0.005186431686769518, -0.01745568246326769, -0.026805047181161598, -0.142102306251253, -0.41651743863617385, -0.18689650357618992, -0.03523100509353413, -0.037356943672238664, -0.03844150513899278, -0.0385512668789306, -0.037784559463276926, -0.03626549381786724, -0.03413497040545651, -0.03154060884014267, -0.028627235189091917, -0.02552906551933944, -0.022364211023565145, -0.0192304786110371, -0.016198843776845672, -0.013343040792810835, -0.010713923625350948, -0.00831507882728429, -0.006157379627493608, -0.0042591207305772245, -0.0026101880895221296, -0.0012175582914331234, -3.981070106438803e-05, 0.0009267442549722454, 0.0017100048348132795, 0.002323268940589415, 0.0027831448320097822, 0.0031112796655444093, 0.0033260642644961855, 0.003444814671181099, 0.003483565435682154, 0.003456933274578708, 0.0033780411634964855, 0.0032584943366737625, 0.003108400293663433, 0.002936425132618914, 0.0027498786271919332, 0.0025548206302774277, 0.002356181730768498, 0.0021578916430014363, 0.0019630095618710175, 0.0017738516181187236, 0.0015921115587228132, 0.0014189717889409664, 0.0012552028852865925, 0.0011012505739103956, 0.0009573099291544332, 0.0008233871623746464, 0.0006993498363046098, 0.0005849666576673541, 0.0004799381877774399, 0.0003839198835195033, 0.0002965388630395569, 0.0002174057041075549, 0.0001461224495999935, 8.228783388485691e-05, 2.5500572030408684e-05, -2.463861724742018e-05, -6.852574301480455e-05, -0.00010655265769396506, -0.00013910630700654563, -0.0001665679612012319, -0.00018931235022156414, -0.0002077066805562877, -0.00022210954874197797, -0.0002328697892767456, -0.0002403253049884139, -0.0002448019301897728, -0.00024661237216313625, -0.0002460552683170637, -0.00024341438623558, -0.00023895798306738204, -0.00023293833220983283, -0.0002255914173882258, -0.00021713678838057433, -0.00020777756841511055, -0.0001977005998232372, -0.0001870767129716635, -0.00017606110249717758, -0.00016479379501098783, -0.00015340019300307152, -0.0001419916808951298, -0.00013066628089410923, -0.00011950934777234874, -0.00010859429343599357, -9.798333294328838e-05, -8.77282445312422e-05, -7.787113691516016e-05, -6.844521742014635e-05, -5.947555512519345e-05, -5.097983346145734e-05, -4.296908703191416e-05, -3.544841820239974e-05, -2.8417688955596528e-05, -2.1872184403574164e-05, -1.5803244623418684e-05, -1.0198861770515275e-05, -5.0442401077411545e-06, -3.223169069604745e-07, 3.9857572159254914e-06, 7.900179455381237e-06, 1.1442097652493755e-05, 1.4633254682286559e-05, 1.7495673544203095e-05, 2.005138192913726e-05, 2.232217469441703e-05, 2.43294122746119e-05, 2.60938528709852e-05, 2.7635515815486876e-05, 2.897357369543785e-05, 3.0126270392633078e-05, 3.111086244188813e-05, 3.194358098830668e-05, 3.2639611805409025e-05, 3.321309089762426e-05, 3.367711345567157e-05, 3.404375391093426e-05, 3.432409518141011e-05, 3.452826531319666e-05, 3.4665479801793186e-05, 3.474408829935517e-05, 3.4771624344908153e-05, 3.4754857113985295e-05, 3.469984424316495e-05, 3.461198507498981e-05]}, 'iteration_8': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-15187.539165816701, -14.254940775390956, -3.065034543144596, -1.9003991762289907, 1.532296220728869, 3.0180782771056553, 7.4285708508135455, 10.169436503665525, 13.616790071874284, 4967.938096066439, 7684.807013766886, 2989.395645624289, 12.638179602593858, 13.218532119743655, 9.92212971141646, 7.317561773932212, 3.8878916886818584, 0.521816322087031, -2.7628939703568993, -6.013898176006272, -8.559532702840485, -9.6879335660542, -13.493157638102849, -11.677051958282389, -107.59233310983164, -51.75424741428944, -14.17427763803532, -13.690952704945566, -13.028287664429472, -12.171251443330966, -11.3610281866869, -10.376361827990033, -9.269805940310563, -8.306243832600495, -7.330216076063809, -6.293944607266016, -5.39932438874185, -4.4092920104682705, -3.542031050246885, -2.87334935434188, -2.16257263242604, -1.5495083190862902, -1.0048434605555105, -0.5302011414402164, -0.12837851970724867, 0.20083220712202884, 0.46903680437079337, 0.6897518841681123, 0.8666096851282148, 0.9918261671877314, 1.074060708946601, 1.1155932417308594, 1.134402294205829, 1.1288424703759141, 1.106803268643681, 1.0639537645837822, 1.0075144574163062, 0.9416633486194771, 0.8688204637765553, 0.7914845547807482, 0.7118125511749058, 0.6316387245951764, 0.5524962354932295, 0.475640319014987, 0.4020724865592794, 0.3325652095201969, 0.26768662309479935, 0.20782484946507532, 0.15321159564524264, 0.10394473431969936, 0.060009626727359225, 0.02129899541499296, -0.012368798494826798, -0.04123317379060138, -0.06557650042321274, -0.08571104005010793, -0.10196763445044761, -0.11468608690099502, -0.12420715198071462, -0.1308660253054267, -0.1349872057898889, -0.13688059028725993, -0.13683865342820467, -0.13513456401385174, -0.13202109235395712, -0.1277301696359708, -0.12247297001893245, -0.11644039814131106, -0.10980387797756057, -0.10271635342192001, -0.09531342507767056, -0.08771456169184916, -0.0800243375195311, -0.07233365858467672, -0.06472095079202753, -0.057253291325374586, -0.04998747169629815, -0.04297098636583993, -0.03624294525269618, -0.029834911656381143, -0.023771669271805608, -0.018071923370091107, -0.012748941792276479, -0.007811141515280818, -0.0032626262947774015, 0.0008963196161332366, 0.004668777274855464, 0.008060774609307202, 0.011080900492499551, 0.013739948675245634, 0.016050589234985577, 0.018027065620915203, 0.019684915668934867, 0.021040715181206083, 0.022111842914487624, 0.022916265855891103, 0.02347234375736333, 0.023798651950979615, 0.023913821469052594, 0.02383639556807094, 0.023584701707904356, 0.02317673803295282, 0.022630073355203013, 0.021961759661926723, 0.021188256195591625, 0.020325364266955533, 0.019388171916541387, 0.018391007632361466, 0.01734740228674377, 0.016270058512769758, 0.0151708267666803, 0.014060687413900317, 0.012949738240508915, 0.011847186907875923, 0.010761347973098502, 0.009699644190581254, 0.008668611944993689, 0.007673910753216875, 0.006720336931318395, 0.0058118416010111895, 0.0049515533961015075, 0.004141806277431188, 0.003384172948568195, 0.0026795043388689577, 0.002027975522785348, 0.0014291382668957255, 0.0008819800567499609, 0.0003849891182300894, -6.37755316468482e-05, -0.0004666103681834155], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [194.8475491133131, 6732.050047016642, 3425.9046453974875, 1537.3984437134525, 618.3364597845674, 184.85642268813214, -14.247325761797303, -101.16127867988295, -135.12899727345913, -144.52502124809635, -142.85136126936564, -136.44621594136248, -128.28623477474815, -119.6494678727179, -111.19830010525342, -103.11802576493702, -95.50724247623874, -88.4420630203395, -81.85873607955754, -75.73828496699333, -70.05589624900352, -64.81846838959257, -59.928404439458774, -55.42421720960176, -51.22215060082921, -47.32859332339123, -43.72055835722505, -40.37639033710721, -37.25836659298251, -34.36796252943432, -31.672555664700532, -29.172268201314925, -26.839072004794694, -24.67234774673934, -22.648149545721317, -20.7562963024763, -18.987197432618714, -17.33185976883191, -15.781885194661523, -14.322891231880906, -12.961290960723241, -11.677674171532438, -10.472306118678603, -9.33464019453409, -8.264832626718666, -7.253855014899844, -6.2980724420123515, -5.394093266641481, -4.542005310512406, -3.7321573674998443, -2.9653252972248265, -2.2389889424063094, -1.5483924416844552, -0.8941321453665985, -0.2741684577459097, 0.31729747493853505, 0.8848522110032345, 1.4117359194125836, 1.9190738997392303, 2.3919355664903916, 2.860676700005754, 3.2839877389456156, 3.7029136201763238, 4.092699180918793, 4.4660411924039956, 4.81338663091455, 5.145739091943887, 5.4631197394634405, 5.765608645063737, 6.053338179657003, 6.31991432848653, 6.573120503386723, 6.8131235182432786, 7.0349304982370136, 7.249574621259095, 7.44727781006549, 7.633448396420179, 7.808322546972093, 7.972155782042694, 8.125219752702865, 8.267799285329138, 8.397613476359343, 8.520361963081955, 8.633518280246356, 8.737396246402056, 8.830617569295375, 8.917073768176811, 8.995186697002495, 9.065270249872665, 9.127635061485586, 9.183464154959525, 9.231174234875484, 9.272699067498518, 9.306973143551723, 9.335818860336223, 9.358019337543112, 9.374368667886454, 9.385267571753076, 9.390748229136218, 9.390936341205439, 9.38611903616813, 9.376366187968204, 9.361989458768967, 9.34325478173728, 9.320090963149031, 9.292975245553013, 9.261739299095881, 9.22650143938749, 9.187871038121246, 9.145562243969746, 9.099706541687814, 9.051006329080618, 8.999081368708078, 8.944067930764316, 8.886104778152694, 8.825972700215067, 8.762545225586328, 8.697253728917925, 8.628918347052933, 8.559014702703042, 8.486321923093945, 8.412343948100473, 8.33582999011546, 8.25759912785751, 8.177778444742055, 8.095790923713857, 8.012459233135402, 7.927902433151749, 7.8415403822015595, 7.7541858516178515, 7.665947361413492, 7.575564479467396, 7.485199932333154, 7.392922185268312, 7.300190651373371, 7.2064387527470934, 7.111774377822569, 7.016302978760722, 6.9201273059231445, 6.823971326657756, 6.72667456025192, 6.62896327081499, 6.530927564294481, 6.432066856939054, 6.333070860830396, 6.234019461294532, 6.134988860412908, 6.035503878218603, 5.935663635391108, 5.835563923401755, 5.7358141973016465, 5.635965543874988, 5.536102976537576, 5.43630783941197, 5.33856346871101, 5.239558195851787, 5.138084717681207, 5.038852330266244, 4.941802970606271, 4.842614007122195, 4.745683428424393, 4.646877462692207, 4.546419452051615, 4.4522745329328455, 4.356523781711338, 4.259372562134333, 4.164619044634325, 4.068675462316244, 3.9717307280652197, 3.880625781960704, 3.7852821350739694, 3.692447107239869, 3.6020314523815555, 3.510952913444273, 3.4193658777018516, 3.327418592118296, 3.238007193535211, 3.1510357673556992, 3.0638052266325064, 2.9764425479951417, 2.8890686397499414, 2.8041877632021124, 2.7193792210467413, 2.6347483530746048, 2.550394589494269, 2.468533003183823, 2.387001827372652, 2.3058864179005205, 2.2272034508290255, 2.1470940065024715, 2.0694448309234144, 1.9923867910972468, 1.9159826599329113, 1.840290452979613, 1.7669668722960128, 1.6928028570235918, 1.6210017586724528, 1.5485495793010011, 1.478442907758194, 1.407853877251434, 1.339582619902241, 1.270978408599628, 1.2046552687413468, 1.1381306538807479, 1.0726939409193512, 1.009468352291999, 0.9462077694533605, 0.8840696498496783, 0.8220616059408322, 0.7622201326726259, 0.7025830308193063, 0.6441462897693984, 0.5869055422080165, 0.5300212412853342, 0.47438000985758005, 0.4199704100643155, 0.3660343230289034, 0.3133588846680333, 0.261927089348647, 0.21105576974295912, 0.16144213044723205, 0.11244877344821205, 0.0641246816668406, 0.01708348541501789, -0.029248943552842376, -0.07430939046029052, -0.11863190380917164, -0.16218511986596976, -0.20494137629144854, -0.24643000406212823, -0.28711325170304003, -0.32738245545308464, -0.36598895009920995, -0.4041513606398303, -0.4414479618339117, -0.4778702421545705, -0.5134119915484527, -0.5480691407527698, -0.5818396059464527, -0.6150127273101645, -0.6469979378879177, -0.6783654232116209, -0.7090836200160071, -0.7386436776717401, -0.7675474712787651, -0.7957720233117527, -0.8228810347617815, -0.8495128554494474, -0.8752452775416066, -0.9002734962863881, -0.9244164406491, -0.9480156213836327, -0.9707320311567217, -0.992731434077034, -1.0140110348680322, -1.0345698489559938, -1.0544085610100669, -1.0735293888533104, -1.091935953065673, -1.1096331525067276, -1.1267252264625975, -1.1431096277712247, -1.1588820341041168, -1.1739545918859469, -1.188414826255383, -1.2021881415122817, -1.215421297995861, -1.2279132125930805, -1.2399826649620518, -1.251216038147113, -1.262167631191828, -1.2723094882098775, -1.2816926339026729, -1.2907602282310013, -1.2990971238607392, -1.3070820188632577, -1.3143679542359945, -1.3212743498662882, -1.3275163511464854, -1.3331377268632352, -1.3383769305833435, -1.3432031828224233, -1.34743786830252, -1.3512524764752663, -1.3545141765546806, -1.3573535942517996, -1.3596788768541421, -1.3615837827935473, -1.3630129903095147, -1.3640271137969449, -1.3646153117071562, -1.3647709893814635, -1.3645122157723297, -1.363859555960896, -1.3628056228809415, -1.3613467501785288, -1.359539224827757, -1.3572761203899009, -1.354759539524397, -1.3517883592825308, -1.3485246419337005, -1.3448945287214729, -1.3409015576209338, -1.3365503390601818, -1.3319639357799702, -1.3270418182938644, -1.3217900092990047, -1.3162152724671066, -1.3103250291087012, -1.3042667715634007, -1.2977733520357202, -1.2911352996554915, -1.2842214748200373, -1.2770405791397343, -1.2694487552681506, -1.2617591131914505, -1.2538302680521922, -1.2456717413606924, -1.2372931419977096, -1.2285446504278132, -1.2197542258514393, -1.2106122831402424, -1.2014493145429792, -1.1919536782363331, -1.182295842801155, -1.1724855069099611, -1.1625321802169246, -1.152285317828673, -1.1419151045076017, -1.1314307520899354, -1.1206835898504668, -1.1098418182176248, -1.0989141013832053, -1.087908791821835, -1.0765275663745721, -1.065241623405423, -1.05375369893376, -1.0420754500503866, -1.0303660312965328, -1.0184865064210793, -1.006592584682343, -0.9945480772735814, -0.9825049741260571, -0.9701909243368789, -0.9578966234173892, -0.945491884776821, -0.9331206850036994, -0.9205242889095392, -0.9079778427882405, -0.8952296995696329, -0.8825468658476788, -0.8696848922496326, -0.856902449180131, -0.844082308878786, -0.8311148187316528, -0.8181299588844858, -0.8051354594185466, -0.7921387389230143, -0.7790368527651025, -0.7660586608265479, -0.7528863850744679, -0.7397462441558822, -0.7266440232091008, -0.7134849362047393, -0.700378253725554, -0.6872323660290721, -0.6740574719899205, -0.66095602314957, -0.6477502774696025, -0.6346327090506789, -0.6215193518755736, -0.6084184921364747, -0.5953380284641863, -0.5822854754068068, -0.5691879876840039, -0.5562140101436827, -0.543211660194426, -0.5302668782035119, -0.5173120664236612, -0.5044289576637794, -0.4915524482441316, -0.4787601792535727, -0.46592269103458706, -0.45324877501076083, -0.4404186186532446, -0.4278266282062296, -0.4155273506817719, -0.4029169715709823, -0.3900278789591405, -0.3780206477214484, -0.36574042576732796, -0.3532169530840183, -0.3410034458773408, -0.3285769016129102, -0.3164628217713638, -0.30464937323068403, -0.2926512687902223, -0.28095511995490374, -0.269099144750193, -0.2571066702280186, -0.24542693742158753, -0.2340476809510276, -0.22255192424344716, -0.21096000172615081, -0.19967523686546979, -0.18831157679611218, -0.17688714884660545, -0.1657727729351275, -0.15495585419476213, -0.14375457680665135, -0.13318892825489667, -0.12226927668559148, -0.1116522883381298, -0.10102600735621509, -0.09040336860969296, -0.0800792328458421, -0.06976628121969036, -0.05947574206362099, -0.0492181784599453, -0.03925519825632246, -0.02932968401528345, -0.019450711039730836, -0.00962675865350262, -8.941384227479057e-05, 0.009608052881067669, 0.01901771956084951, 0.028356579401538403, 0.037618440161892745, 0.046797595243779945, 0.05588880531679412, 0.06488727947149954, 0.07378865607135984, 0.08258898345530062, 0.09128470062556034, 0.09987261803912258, 0.10834989860566996, 0.1167140389807053, 0.1249628512292586, 0.13323479573198896, 0.1412431189831043, 0.14926292003480893, 0.1571531365642309, 0.16491327718053309, 0.17254305516596724, 0.18004237373294607, 0.18752279246473638, 0.19486575900152864, 0.20217619689663585, 0.20934385098485045, 0.21637004592436138, 0.22335019569260922, 0.23018544576279087, 0.23687768418433344, 0.24359821582025037, 0.25008628974713937, 0.25658969150216177, 0.2628658846422552, 0.26914612016103157, 0.27527580170691035, 0.28132638995336845, 0.2872936787927799, 0.2931104436819364, 0.2988413823963517, 0.30448330075537844, 0.3100333702290075, 0.31548910881205544, 0.3208483620470489, 0.3260586805056017, 0.3312216386229023, 0.33628336687948585, 0.34124283883372447, 0.34609926631692556, 0.3508936764575212, 0.3555408944361673, 0.3601224067761885, 0.3646336259331837, 0.3689997337151919, 0.37329348784807614, 0.3775113369978081, 0.3816189495359806, 0.38564732454034134, 0.38956529283063174, 0.3934016853310423, 0.39715447979515106, 0.4007968681673262, 0.4043786842476694, 0.40784960322912694, 0.41123367507094605, 0.41453009796360385, 0.4177582469075981, 0.42087690329173516, 0.4239249320999381, 0.4268824527958768, 0.42974970060700507, 0.43254271190450866, 0.4352448031840849, 0.4378708351677861, 0.4404060630937944, 0.4428642254053037, 0.4452444174841704, 0.4475459583325222, 0.4497899806919028, 0.45189096380316407, 0.4539749011436493, 0.4559407987800289, 0.4578809405264632, 0.45970591872676136, 0.4614223204467761, 0.4631072886783952, 0.4646867732132371, 0.4662289924065737, 0.4677271833257549, 0.4690675990033109, 0.47041798379765326, 0.47166885176289375, 0.4728261856922212, 0.4739349764936977, 0.47495464153870937, 0.4759236408426038, 0.47683814068290614, 0.477667580406661, 0.4784172162096706, 0.47913580528779476, 0.47975487418495705, 0.4803377086252462, 0.48084561201790177, 0.48129598112312716, 0.4816766266759328, 0.48200063058823134, 0.4822666327491521, 0.4824686614893408, 0.4826173593969451, 0.48270234843998727, 0.4827325638380716, 0.4827058584335423, 0.482623384165599, 0.48248491874828725, 0.48229041311349685, 0.4820399792506205, 0.4817415393901978, 0.48138993715968825, 0.48098552244640663, 0.48052876458996924, 0.4800202419838749, 0.47946063199372607, 0.4788507012389035, 0.4782051041634401, 0.47749782163436216, 0.47675802485926266, 0.4759571238564984, 0.4751106778336271, 0.4742365542897885, 0.47330289521214935, 0.4723271235435935, 0.4713104486211398, 0.47025409610010876, 0.46914058454780805, 0.46800830035982577, 0.46682081431218736, 0.46559817801321374, 0.46434171447598493, 0.46305273389835033, 0.4617124490872019, 0.46034194462363004, 0.45892220865229993, 0.45747468964997906, 0.45600072118988766, 0.4544810416744306, 0.4529374066071245, 0.45135048262314986, 0.44974212739421066, 0.44809298727509056, 0.4464249348558023, 0.44471864367733177, 0.4429754444466367, 0.44121710867003633, 0.4394244491423068, 0.43759883414253686, 0.43574164661849263, 0.43387430038585717, 0.4319580254731774, 0.43003412103801314, 0.42808393144232076, 0.4260893354347144, 0.4240907989292326, 0.4220700297498329, 0.4200093510993562, 0.4179482296587129, 0.4158501368820378, 0.4137353394071406, 0.4116050803441573, 0.4094424975037837, 0.4072672454109781, 0.40508048674303737, 0.4028658759496629, 0.4006423949150197, 0.3983940514625274, 0.3961225097663283, 0.3938460405175203, 0.3915491905689693, 0.38923353472303673, 0.3869165962789752, 0.38456770220230535, 0.38222006520052004, 0.3798438166968872, 0.3774712121904635, 0.3750731878530996, 0.37266637780911765, 0.3702520537854323, 0.36783144502557846, 0.3653917451735409, 0.362948529198294, 0.3604893407394708, 0.3580292220058872, 0.3555560612273229, 0.35307146836157927, 0.35057700221000965, 0.34811158524628577, 0.3456379868467307, 0.34308531132477255, 0.3405771040779021, 0.33799584131960286, 0.33546072009691513, 0.33297044399944026, 0.3304135632816289, 0.327902946305665, 0.32533105602463563, 0.3228066308647572, 0.3202259814724013, 0.3176937867573518, 0.31520858090365744, 0.3125757136148846, 0.3100890190144683, 0.30746273913765126, 0.3049794384544513, 0.3023642473802147, 0.2998012391034823, 0.2972887153699486, 0.29474095067139405, 0.2921613676071243, 0.28963397152800685, 0.28707795384659435, 0.28449645428191106, 0.2819683078310891, 0.27941744380395567, 0.2769194113773247, 0.2743300259692355, 0.271865494776401, 0.26931488735644243, 0.26675186403382317, 0.2642440763272711, 0.2617256798849884, 0.25926139786550206, 0.2567269982981291, 0.2542481892883933, 0.2517644715105375, 0.24927774592290033, 0.24678982232097849, 0.24430242052059742, 0.24187059686492574, 0.23938782730194288, 0.23696126955913246, 0.23448905660925604, 0.23207344136237368, 0.22966467179793715, 0.22721743484085888, 0.22482697513497685, 0.22244674449166243, 0.22003438849685247, 0.21763622071588642, 0.2152943637184433, 0.21292593695899212, 0.21057394847633173, 0.20823902716327972, 0.20588422377085777, 0.2035860106756317, 0.2012706818599517, 0.19897613261320635, 0.1966686704558417, 0.1944174483299931, 0.1921554699998676, 0.18988533073977804, 0.18764028852591175, 0.18542037635025757, 0.18319631542822892, 0.1809988264815115, 0.17879997414957235, 0.176628869069875, 0.17445886754700585, 0.17229176653359315, 0.17015437462760877, 0.16802187326992915, 0.16589579058243614, 0.16380079134058045, 0.16171377793640795, 0.15963603713462468, 0.15756876915626417, 0.15551309067607935, 0.1534700379052921, 0.15146039953911128, 0.14944487614770954, 0.14744464830802026, 0.14546046192602174, 0.14349299824651698, 0.14154287696651, 0.13961065929600455, 0.137680435218032, 0.1357699569307083, 0.1338795929120552, 0.1319945483729246, 0.13013103966361006, 0.12827496910335615, 0.1264415865023828, 0.12461746442000911, 0.12281693864684458, 0.12102722533595746, 0.11924936430206774, 0.117484315286685, 0.11573296122966509, 0.11400752747359277, 0.11228559887677818, 0.11057959455392326, 0.10890059777810615, 0.10722790947401596, 0.10556291548171308, 0.1039261071585097, 0.10229836672390424, 0.10068989476476695, 0.09909216464207814, 0.0975147087823726, 0.09594940067035644, 0.09439709460675097, 0.09285857171201943, 0.09131937990793632, 0.08982565391604874, 0.088375344122558, 0.08689714179321863, 0.08539533863476745, 0.08400442601280013, 0.08252661255858969, 0.08115560604509327, 0.07976472657383778, 0.07835751669189704, 0.07699330323036144, 0.07561583306846671, 0.07428076933874493, 0.07298614763820728, 0.07168066366989365, 0.07036707919034586, 0.06909439031990305, 0.06781572398844599, 0.0665770004324916, 0.06533415904629414, 0.0641302299455662, 0.06292380464983373, 0.061755201129041766, 0.06058550896908731, 0.05941654644479409, 0.058250017696219555, 0.057121153068113, 0.056028157708161656, 0.05490624477647364, 0.05382091631375194, 0.052770419182813465, 0.05169595092373446, 0.0506567626556027, 0.04962443201334517, 0.048599970809364644, 0.04760928159689476, 0.04660242503576737, 0.04562934087732365, 0.044688384345928714, 0.043734365985547995, 0.042791261438388614, 0.04187999104543769, 0.040959654960308935, 0.0400707638321643, 0.03919341967234484, 0.0383280258476995, 0.037474936810688496, 0.03663446086230813, 0.035806862866409495, 0.03499236690299009, 0.03417631311444522, 0.033389063134025475, 0.03261535122422789, 0.03185526369312627, 0.031096000375549722, 0.030351366046623227, 0.029633270201845294, 0.028917320681734478, 0.02820472691309235, 0.02751800127814972, 0.026835196303975923, 0.02616724667611084, 0.025513970865310515, 0.024865959603625424, 0.024232909585590753, 0.0236060318402412, 0.02299425651181411, 0.02239729407309727, 0.021807236620074805, 0.021231982337776352, 0.02066415659808171, 0.020104242619467392, 0.019559187781640387, 0.019022348995035375, 0.018500106239942783, 0.017986277726366812, 0.01748115566579141, 0.01698499197492608, 0.016503133041838165, 0.0160252872034164, 0.015561675230731133, 0.015107299090846562, 0.014662263728641354, 0.014226646700278196, 0.013796487620140567, 0.01338000403689005, 0.01297302056082317, 0.012571986728251463, 0.012180702731394617, 0.011799104068573502, 0.01142711178019594, 0.01106165312127935, 0.010705857219598693, 0.010359594759905647, 0.010020112426814212, 0.009687602367305198, 0.00936461724660783, 0.009050972796401303, 0.008742103614963912, 0.008442581086600492, 0.0081501893288975, 0.007864978177097451, 0.007586976137013563, 0.007316192061047357, 0.007054278210941986, 0.0067978098161484285, 0.006548486905063103, 0.00630625505081037, 0.006069672526855137, 0.005840165533566885, 0.005617638150494992, 0.005400797157210945, 0.005190833310476995, 0.004986543661628327, 0.004787954061226408, 0.0045950725854501375, 0.004410671044774299, 0.004229908752789177, 0.004049685694140251, 0.0038866051888879457, 0.0037162600871682426, 0.0035619515927592417, 0.003401651678052524, 0.0032563038635310946, 0.0031121647016794716, 0.0029697357138717055, 0.002840400705828142, 0.002707255720709928, 0.002581359540430013, 0.0024622405905275597, 0.0023450791082190833, 0.0022343268719189884, 0.002125653527599905, 0.002019324400929523, 0.0019190458830758165, 0.001821133327614242, 0.001728864169486511, 0.0016418583817085144, 0.0015542773330061066, 0.0014719183761807263, 0.0013944208859241578, 0.0013168940382442477, 0.0012462720046778658, 0.0011758039314710878, 0.0011097109847666502, 0.001045917352427777, 0.00098446893783468, 0.0009269412005311607, 0.000871603620646647, 0.0008184750363108645, 0.0007688242041144261, 0.000721215513236157, 0.0006756479774635001, 0.000632111210654494, 0.0005905863550483245, 0.000551934104703198, 0.0005142836519716, 0.00047931549090919504, 0.0004461088099920571, 0.00041462505659894624, 0.00038482149661904616, 0.0003566518560092574, 0.00033006692088242664, 0.0003054967269283501, 0.0002818869704631334, 0.00025970449637874267, 0.00023889336683838736, 0.00021939708098949538, 0.00020115893046285935, 0.00018412231804935413, 0.00016823104133838613, 0.0001534295432130213, 0.00013944032898739509, 0.00012667482088234055, 0.00011465178363323417, 0.00010337073698958726, 9.312970654448794e-05, 8.355435154482363e-05, 7.475956728297439e-05, 6.669458114870257e-05, 5.92094614217343e-05, 5.2379946151959346e-05, 4.6159494481803414e-05, 4.043084620805759e-05, 3.5175931065993267e-05, 3.043297383307457e-05, 2.616111566446531e-05, 2.2276470305459004e-05, 1.8759413523776586e-05, 1.562502654991866e-05, 1.2808439519464238e-05, 1.0290128002563715e-05, 8.05051290123311e-06, 6.090351987745689e-06, 4.364553248142197e-06, 2.8553353506993453e-06, 1.5579229798608484e-06, 4.2844767483322375e-07, -5.256358069694828e-07, -1.3388484964695861e-06, -2.01531083644451e-06, -2.564242890714099e-06, -3.0090105437992587e-06, -3.3559856159169146e-06, -3.616539333811541e-06, -3.802509727818026e-06, -3.920460426500443e-06, -3.981541061279099e-06, -3.99274327799514e-06, -3.961545251596673e-06, -3.893785264686143e-06, -3.7969897390873795e-06, -3.6743849828542826e-06, -3.5325202307709537e-06, -3.3748102166282232e-06, -3.2063585907009844e-06, -3.029454639396757e-06, -2.847129723504903e-06, -2.662056703018225e-06, -2.4765642102019247e-06, -2.2926541483006037e-06, -2.1120216419515622e-06, -1.936076735472281e-06, -1.7649529823074674e-06, -1.6016484415426037e-06, -1.444891894264258e-06, -1.2953713209004372e-06, -1.1543674102548852e-06, -1.0220531679277719e-06, -8.978233617653672e-07, -7.817765333764564e-07, -6.744372089157478e-07, -5.750627088939036e-07, -4.817319636255427e-07], 'MSE': 40549.587164472636, 'R_2': 0.7058775144841096, 'U_norm': [-77.94575429522777, -0.07315945651501454, -0.01573042392174054, -0.009753261910039834, 0.00786407747986314, 0.015489434151420775, 0.03812504132370855, 0.05219175999359526, 0.06988432830651636, 25.496538837671096, 39.44010104345999, 15.342228648173803, 0.0648618865299741, 0.06784038187490725, 0.0509225277464401, 0.0375553185966319, 0.019953505764418438, 0.0026780748602236097, -0.01417977278649043, -0.03086463346468652, -0.04392938353299675, -0.04972058219067932, -0.0692498197662942, -0.05992917041369442, -0.5521872548980693, -0.26561405430105467, -0.0727454757498386, -0.07026494706984256, -0.06686400595198456, -0.06246550965956283, -0.058307267682561045, -0.053253745764375075, -0.04757466027242576, -0.04262944996048765, -0.03762026322748738, -0.032301892660129956, -0.027710507118384242, -0.02262944562061903, -0.01817847374313355, -0.014746653841194552, -0.011098793110081811, -0.00795241371227217, -0.005157075193452806, -0.002721107576845948, -0.000658866485520478, 0.0010307145680410938, 0.0024071988957362284, 0.003539956690880211, 0.0044476293920547175, 0.005090267612622495, 0.005512313166976976, 0.0057254671585694125, 0.005821999306847904, 0.005793465081688724, 0.005680355104863112, 0.005460442130242274, 0.005170783330285368, 0.004832821117295746, 0.004458975588923301, 0.004062070883363576, 0.0036531768321635735, 0.0032417073163148722, 0.002835530848718492, 0.002441089569157486, 0.0020635234519598084, 0.0017067969883327884, 0.0013738259716773854, 0.001066602329448305, 0.0007863152324388879, 0.0005334669845528154, 0.00030798245648425604, 0.00010931107701034527, -6.347936409440753e-05, -0.00021161761612627998, -0.00033655286308878317, -0.00043988769972497937, -0.0005233200780037493, -0.0005885939422487997, -0.0006374581190736428, -0.0006716329052838579, -0.0006927836998886338, -0.000702500960941079, -0.0007022857318591225, -0.0006935399743444878, -0.0006775609606044924, -0.0006555390119382626, -0.0006285579200604592, -0.0005975974490975458, -0.0005635373841712077, -0.0005271626666120418, -0.0004891692282092763, -0.0004501702085572083, -0.0004107023054778294, -0.000371232068458203, -0.0003321619962991304, -0.00029383634369714346, -0.00025654657704185, -0.0002205364482373817, -0.00018600667789291173, -0.00015311925572657835, -0.00012200137705112792, -9.274904138636064e-05, -6.543034217824887e-05, -4.008847718303754e-05, -1.6744507767410486e-05, 4.600107219895174e-06, 2.3961180435609958e-05, 4.1369648516885535e-05, 5.686959142809842e-05, 7.051640504606697e-05, 8.237511496396117e-05, 9.251882166101028e-05, 0.00010102726869054085, 0.00010798552667448983, 0.00011348278717243026, 0.00011761126067004631, 0.0001204651734075829, 0.00012213985802939317, 0.00012273093304556308, 0.0001223335664815587, 0.00012104181884766168, 0.00011894806053553682, 0.00011614245850952387, 0.00011271252727711616, 0.0001087427392505501, 0.00010431419019342656, 9.950431521136461e-05, 9.438665122129546e-05, 8.903064160297696e-05, 8.350147903221126e-05, 7.785998262790582e-05, 7.216250601365547e-05, 6.6460873223891e-05, 6.080233997943265e-05, 5.522957839572276e-05, 4.9780683662818e-05, 4.448920192850876e-05, 3.938417906437601e-05, 3.44902308076794e-05, 2.9827635174420382e-05, 2.5412448993771823e-05, 2.125665066041152e-05, 1.736831163111396e-05, 1.3751799060413842e-05, 1.0408011468476934e-05, 7.334648423892421e-06, 4.526513482279912e-06, 1.975847890054496e-06, -3.273098996170022e-07, -2.394745897471698e-06]}, 'iteration_9': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-16209.122732593427, 15.82550049943752, 7.952130480384446, 9.164267571878202, 12.911499740208297, 14.395238681157407, 16.12547310536991, 18.155265672116943, 19.40826038455196, 7938.04097357573, 8563.367468618118, 17.420572588032194, 15.663459158778924, 13.093788857437714, 10.257615912015396, 7.564885729672859, 4.532987425828222, 1.9137582460070295, -0.16216850837143582, -2.443632637382886, -4.267732292604105, -4.8220980118919945, -4.504767174276665, -16.58859889761499, -162.12275896074303, -15.054769786965357, -8.202860793330348, -8.055541775708566, -7.789493679276716, -7.429847336233737, -6.998201905283415, -6.5132768981853495, -5.991518208662769, -5.447558340363055, -4.894487060381618, -4.34394185290103, -3.8060782457179263, -3.2894892713823873, -2.800544832142509, -2.34387279004074, -1.926281067994108, -1.5491732420861473, -1.210292998839731, -0.9097372575980174, -0.6474547401741837, -0.42132668918919747, -0.23031645918402213, -0.06767477728213714, 0.0676974387806938, 0.17871985772118557, 0.2682165131609901, 0.3388292579074722, 0.3929821572975981, 0.4328671757740208, 0.4604456502156769, 0.4774605159863858, 0.485454987162712, 0.48579424580224995, 0.47968756070252105, 0.46820905920012196, 0.4523160719910442, 0.432864536837225, 0.41062137727837617, 0.3862740739945835, 0.36043783477204416, 0.33366086343487966, 0.30642824948778535, 0.27916496887015785, 0.25223842007877234, 0.22596083528183156, 0.2005918147491683, 0.17634114415655788, 0.1533719747009319, 0.13180437905068995, 0.11171924405637151, 0.09316242435020869, 0.07614905815259755, 0.06066793660628277, 0.046685818161534824, 0.03415158765721825, 0.023000173747499242, 0.013156155410130798, 0.00453700715035471, -0.0029440488089084466, -0.009375597394386008, -0.014845991175689119, -0.019441701725607843, -0.023246036893273467, -0.026338191359677215, -0.02879259291661072, -0.03067850434137527, -0.032059839989542156, -0.032995157394547656, -0.0335377862819986, -0.03373606064178403, -0.03363362313780398, -0.033269775364196286, -0.03267985157039869, -0.03189559783057232, -0.030945542482114015, -0.02985534736605271, -0.028648132464518528, -0.02734476932394719, -0.025964140892000102, -0.024523367226363772, -0.0230379979798874, -0.02152217365787567, -0.019988758487431115, -0.018449448289800937, -0.01691485698727548, -0.015394585461358263, -0.01389727633645652, -0.012430657995336497, -0.011001580844930449, -0.009616048472303601, -0.008279245951584259, -0.006995567151592701, -0.005768642557368597, -0.004601368727837342, -0.0034959401921687764, -0.002453884283528047, -0.0014760991014215713, -0.0005628945557549602, 0.0002859637474966751, 0.001071208205444123, 0.001794020995104775, 0.0024559845520853232, 0.0030590313423007726, 0.0036053935959254155, 0.004097553627694019, 0.0045381953394079905, 0.0049301574567523695, 0.005276389010085393, 0.0055799074531151256, 0.005843759774327271, 0.006070986868804414, 0.006264591363225962, 0.006427509019772728, 0.006562583794282041, 0.006672546576389495, 0.006759997548005578, 0.006827392129227102, 0.006877030368671491, 0.006911049633479121, 0.0069314204441042835, 0.006939945218532094, 0.006938259721526097, 0.006927836918749586, 0.0069099929754107905, 0.006885895070811295], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [190.29739373765366, 6868.632522039935, 3370.7580375915327, 1449.9994646719472, 553.5559175431376, 149.72037036833356, -26.443046937437952, -98.63267205475188, -124.19638458305883, -129.31494926104142, -125.81649435604791, -118.9502383594592, -111.04549022570956, -103.02045148417497, -95.33992865173423, -88.0958282285327, -81.33818955189253, -75.11401704470437, -69.35577361921075, -64.04025784887865, -59.141109581991294, -54.659799317812976, -50.50887819626996, -46.71712823627567, -43.210026898022676, -39.98915740280368, -37.031434588102236, -34.31509302676064, -31.80577551908205, -29.501052139218242, -27.37139484985879, -25.413552454951848, -23.60239219961243, -21.934458922385012, -20.388543391978033, -18.954402376268128, -17.622488547964927, -16.383951357819274, -15.23062710864384, -14.150165659260562, -13.145822162828987, -12.201964077233356, -11.31767040349726, -10.484239814214668, -9.700972179007278, -8.960577004684982, -8.259833793537506, -7.595806181161003, -6.968218305810757, -6.36970085048045, -5.8006322402862045, -5.259029418893329, -4.7412783927272715, -4.247809895429842, -3.777129816977803, -3.324884113732796, -2.8875800908169804, -2.478306624686433, -2.08083615243503, -1.7070384623489496, -1.3329499213339642, -0.9917377417339902, -0.6505426607690084, -0.32958533557046404, -0.018648462158292307, 0.2740813067059717, 0.5576414952251364, 0.8319618832763312, 1.0970110549785321, 1.3527928274664236, 1.593364079122697, 1.8254877521215434, 2.049196961855226, 2.2595774841746508, 2.4669610156297255, 2.661768514487031, 2.849048111759851, 3.028892845439005, 3.201411540816122, 3.366726723270593, 3.524972676829015, 3.673303600119104, 3.81804401041898, 3.9561607372499776, 4.08781906298659, 4.210901303558956, 4.330306826324044, 4.443761635858376, 4.551441750105318, 4.653523473118948, 4.751788631964093, 4.843086505561156, 4.930700056631624, 5.011932438782951, 5.090813710451753, 5.163682530470031, 5.231998061271031, 5.296862537310269, 5.3582169297056215, 5.414464594298582, 5.467417958926649, 5.517053020527769, 5.562774039267549, 5.604758229769145, 5.643654695610702, 5.679048166654572, 5.711486860304016, 5.740997556746457, 5.767319653840294, 5.790871886414273, 5.811698369499547, 5.829662511622709, 5.845071869666733, 5.857981443248255, 5.868450623015545, 5.8764709667471635, 5.882276098261306, 5.885812465336476, 5.887220836548252, 5.886542264125931, 5.883835464217333, 5.879222109441108, 5.872688801500423, 5.864343801895565, 5.854260481457893, 5.842404168605796, 5.82893141344339, 5.813915863552793, 5.7972909746465495, 5.779248746100836, 5.7598605089524755, 5.7388706171964765, 5.716814632789555, 5.69325484009797, 5.668585121538364, 5.642687118604681, 5.615612356920157, 5.58741292539276, 5.558141193136588, 5.52804751557168, 5.496790357261064, 5.464616867363417, 5.431578270913974, 5.397520605451138, 5.362696423038913, 5.3271552425801065, 5.290945398573647, 5.253908275212065, 5.216090670361148, 5.177539369831346, 5.138504893622818, 5.098827457921213, 5.058552101506057, 5.017723204343801, 4.977180198141616, 4.935564872697148, 4.892346581723724, 4.849536318155451, 4.807151181442326, 4.76330897959745, 4.719959036323218, 4.675259485732909, 4.629287082896896, 4.585725198302283, 4.540947140010844, 4.495027735225548, 4.449770339821932, 4.403470465367553, 4.35620253867918, 4.311336819402098, 4.263920436190667, 4.217294547675055, 4.171448060665077, 4.124828135129477, 4.07750223764801, 4.029536993346516, 3.9824552164406963, 3.9362384750813058, 3.8894637610525766, 3.842191451275659, 3.794480553127619, 3.7477112224348836, 3.700562696009613, 3.65308909142364, 3.6053428438407855, 3.558591729695779, 3.511615369244505, 3.4644611032727357, 3.418315447226957, 3.3709148560635622, 3.3245588531651618, 3.2781470538447763, 3.231718255817986, 3.185309448435295, 3.1399520816232713, 3.0936638254049327, 3.0484467529338217, 3.002406801620049, 2.95745210839028, 2.911774478221551, 2.8671908606007315, 2.8219763385359355, 2.7778596600910292, 2.733196451720845, 2.6888482122205315, 2.6455948959162354, 2.6019079395409195, 2.558584169287185, 2.514930415896105, 2.4723898402196514, 2.4295777695448675, 2.3872094661571754, 2.34529263691613, 2.3032141896957334, 2.2616322283199533, 2.2205505028721038, 2.179400092995338, 2.1387854998842175, 2.0987070673275174, 2.0586374554593267, 2.0191312333685785, 1.9796870593289704, 1.9403428028875058, 1.9016055629374575, 1.8630107559351567, 1.8250359722420704, 1.7872402161719916, 1.7496519767125815, 1.7122977601090235, 1.6755996165984053, 1.6391600372446724, 1.6026256648733068, 1.5671417126699236, 1.5316013140057236, 1.4963963077955624, 1.4615419489693737, 1.4270520494650862, 1.392939047327329, 1.359214075232602, 1.3255913082237434, 1.292679698714102, 1.2599038019112394, 1.2272953206527843, 1.1954070049237737, 1.1637108256950863, 1.1322330908578206, 1.1014749396300565, 1.0707212968815472, 1.0404631370585995, 1.0104818007657386, 0.9810055908997872, 0.9516238763087458, 0.9227657574346925, 0.8942349084282191, 0.8660438083449873, 0.8382035869102263, 0.8107240954565513, 0.7836139768542457, 0.7568807341147129, 0.7305307973988794, 0.7044175964623617, 0.6787074974753794, 0.6532614436797564, 0.6282332980937143, 0.603491235650832, 0.5791774525846725, 0.5550428430428808, 0.5314713592254767, 0.5078682487563152, 0.4850625417027307, 0.4619327673787043, 0.4395982496872576, 0.4180201507482695, 0.3961862702180034, 0.37510363604615166, 0.3538263290136, 0.3332912094204421, 0.3126151633578233, 0.29266890969538223, 0.27341633185956327, 0.2540628147849427, 0.2346564295853761, 0.21594850447804656, 0.19722286293956137, 0.1791762204285292, 0.16114193748667724, 0.14376574850865473, 0.12642745301257735, 0.10972527244788426, 0.09308247771361007, 0.07652895531938765, 0.06059637289387636, 0.044767522377245045, 0.029533975517251496, 0.014415778918118315, -0.0005649129168527986, -0.014972398138162622, -0.029635351306214565, -0.043337570160377495, -0.05726068549615668, -0.07063625145946924, -0.08383341888527474, -0.09683900151392905, -0.1096411788197411, -0.12192860578802855, -0.13401741887446222, -0.1458983729404575, -0.15756334110190642, -0.1690052558834064, -0.17997405645211392, -0.1909629410398618, -0.20148910004650694, -0.21179209471749463, -0.22186828303840114, -0.23191125682147168, -0.24151731323547995, -0.25089017576914224, -0.2600288554240242, -0.2689329099740382, -0.2777592584557494, -0.2861876741825659, -0.2945262054946559, -0.3024837920711168, -0.31034189615085644, -0.3179603153033956, -0.32534204081924434, -0.33249028553360244, -0.3395155697122445, -0.346303994035726, -0.35285993745891986, -0.35927991504300827, -0.36546721369760704, -0.3714270326990206, -0.37716457618003957, -0.3828342733040001, -0.3882057914464984, -0.3934303793857115, -0.3985028175960738, -0.4033589598061435, -0.40806161309260675, -0.4125542565934038, -0.4168935964441492, -0.4210300384267197, -0.4250590233114046, -0.4288874738086836, -0.4325615153288974, -0.43604392422003485, -0.4394101682348643, -0.4425893975271498, -0.4456483888057563, -0.4485260836232152, -0.4512812267308168, -0.453861655168293, -0.4562966375942192, -0.4586082878558847, -0.4607749233039594, -0.46279892123809147, -0.464682807734327, -0.46644345675232923, -0.4680538449411007, -0.4695556171091573, -0.4709236541627917, -0.47216132571486985, -0.4732800861118458, -0.4742731845181014, -0.47515020676676006, -0.47591187691228504, -0.47655504702969986, -0.4770901178890254, -0.47751102910592597, -0.4778234688846083, -0.47802916083225455, -0.47812998983046134, -0.4781279819355816, -0.47802434650058784, -0.47782264400991203, -0.4775228329614296, -0.47712836667937153, -0.47663878170149926, -0.4760588291536823, -0.4753873400709319, -0.4746301701587748, -0.47378084488249844, -0.47285511043723955, -0.4718303335077074, -0.47073942957918774, -0.4695929471826044, -0.46833487443201716, -0.4669630078785791, -0.4656071320515647, -0.46414302478519975, -0.4625695511010589, -0.46095705746273274, -0.45923758119493974, -0.45748488425477307, -0.4557030453672932, -0.45381995543549003, -0.45191303390338694, -0.4499082265793091, -0.4478066601316823, -0.4456885265189839, -0.443556973561945, -0.44133532507823997, -0.4390253498800135, -0.4367090217130521, -0.434308816895407, -0.43182694064959515, -0.42934578741621376, -0.4268675246306807, -0.42423470332839597, -0.42168880676605175, -0.4189933517917902, -0.4163094388002111, -0.413560233728938, -0.4107484128581894, -0.4079540792011188, -0.40510155909413265, -0.4021935578699219, -0.39923281578289854, -0.396297036833073, -0.3933126671894751, -0.3902823837056713, -0.38720886223633116, -0.3841668115348626, -0.3810139948876518, -0.37789629566876104, -0.37474419476084414, -0.3715601838813295, -0.36834671607603087, -0.36510620027899543, -0.36184099650657725, -0.3585534116615008, -0.3552456959190234, -0.35192003966457125, -0.34857857095028355, -0.34522335343669186, -0.3418563847851475, -0.33847959546653106, -0.33503593205453586, -0.3316459370209037, -0.3281944311828974, -0.32474197619968526, -0.3212901459996501, -0.31784044367293857, -0.3143943026490757, -0.3109006015437312, -0.30741492292829875, -0.303887801221674, -0.30037283318703056, -0.2968710634730891, -0.29333547686458383, -0.2898167308492329, -0.2863156503106543, -0.28274222265480053, -0.2792358581010434, -0.27566355499960654, -0.2721594196913926, -0.268595356403143, -0.2650590837034768, -0.26151051276337867, -0.2579522910668632, -0.2544257460226668, -0.25089295402868933, -0.24735626623456036, -0.24381792920950993, -0.2402800858220301, -0.2367447764666293, -0.2332481963343154, -0.2297229531464626, -0.22620577810369838, -0.22269831982466917, -0.21920213444274794, -0.2156879246608298, -0.2122192598861106, -0.2087365525913584, -0.20524294919353392, -0.20179776485622108, -0.19834504649484141, -0.19488757729379855, -0.19145432036041649, -0.18802028930965756, -0.18461303783696031, -0.1812085721662992, -0.17780908849090532, -0.1744401129783953, -0.17105616047215697, -0.167705454318929, -0.1643663080083071, -0.16104037770031981, -0.15770837632018747, -0.1544139262155263, -0.15111717833023575, -0.14784020327321984, -0.14458414264882147, -0.14133158479214827, -0.13810286083555656, -0.13488125298491388, -0.13168598783357557, -0.12850102045217818, -0.12532820308108053, -0.1221692703326078, -0.1189948056709149, -0.11592970199924264, -0.11279144241528018, -0.10973194725144259, -0.10660780512804588, -0.10356322160334244, -0.10059496791834786, -0.09757010041348944, -0.09462204283051406, -0.09162434896434588, -0.088583516190821, -0.08573957220655058, -0.08273835762176485, -0.07981661597639947, -0.07697101920842138, -0.07409321065626381, -0.0712908272872398, -0.06846098750777518, -0.06560856955956816, -0.06283263281789837, -0.06012995478164181, -0.05731846596461746, -0.054670786053453775, -0.05192247421943454, -0.04924916412392726, -0.04656748485742583, -0.0439588704037499, -0.04134435013772289, -0.03872714237867922, -0.03618197864399118, -0.03356630506765037, -0.031092049850757482, -0.028552713459921563, -0.02608449775495107, -0.0236220567330732, -0.021167657416371787, -0.018723420297421876, -0.01629132320009617, -0.013928639227511464, -0.011578442559153681, -0.00924241819816319, -0.0069221281423088405, -0.004619015849777172, -0.0023344108504160183, -6.953345553691316e-05, 0.0021293703297336564, 0.004352880908240133, 0.006511058248814716, 0.008689374249254044, 0.010843264061770531, 0.01293322630870144, 0.015037516280583505, 0.01711558087476586, 0.019166973398615946, 0.021191310997562413, 0.023221592791936058, 0.025189898281091628, 0.02716169156290635, 0.029103574266426742, 0.031015512750829224, 0.03289751280065244, 0.03477723683802349, 0.03662542780636772, 0.038468184910404254, 0.040278184020630534, 0.04205574049933273, 0.043824712436834376, 0.04556043309639983, 0.04728538128055436, 0.048976551113612446, 0.050655108699267065, 0.05229960881844133, 0.053929970234618305, 0.05554489874917796, 0.05712514166117238, 0.05868888690757552, 0.06023510640682412, 0.06176286752859694, 0.06325555157811044, 0.06474449347872764, 0.06619796624383044, 0.06763110736135079, 0.06905709040900744, 0.07044746975406575, 0.07181604102827784, 0.07317479748722179, 0.07449827745004779, 0.07581054048399423, 0.07709906133517565, 0.07836372202890486, 0.07961477159876577, 0.08084111044822538, 0.08204277713341467, 0.08322908587693699, 0.08439022145152927, 0.08553492329107311, 0.08666242641697383, 0.0877641007375315, 0.08884788736392032, 0.08991322703296921, 0.09095255219261968, 0.09197986791957827, 0.09298091040618092, 0.09396871722753021, 0.09493019201712068, 0.0958774574541433, 0.09680407496787416, 0.09770993841292017, 0.09859498262013154, 0.09946410064095645, 0.10031197563147444, 0.10114318986389331, 0.10195293440809194, 0.10274549390139687, 0.10352049767311178, 0.1042776326283699, 0.10500574249275844, 0.10571647390218872, 0.10642953503005337, 0.10711037590424034, 0.10779093152610136, 0.10843981162630922, 0.10905870988211273, 0.10967539406005551, 0.11026271147110232, 0.11084594420011669, 0.11140055550691204, 0.1119494979584675, 0.11247067058931437, 0.1129655784152772, 0.11347219249512716, 0.11393416679611194, 0.1144048677349802, 0.11483387224292445, 0.11526896406840641, 0.11567893197013317, 0.11606518864570642, 0.11644121003879286, 0.11680601957992282, 0.11714806392599021, 0.11747862718437686, 0.11779694100628235, 0.1180936522479694, 0.11837807222909444, 0.11864214052024673, 0.11890085999086113, 0.11913300232375096, 0.11935885234088318, 0.11957112564325423, 0.11976465521040196, 0.11994496391800986, 0.12010783539328201, 0.12026140031805808, 0.12039796846194452, 0.12052133058591571, 0.1206313635238369, 0.12072798384839142, 0.12081114522258822, 0.12087947839835735, 0.12093602969441748, 0.12097841099968337, 0.12100849221214216, 0.12102511742794562, 0.12102912695306656, 0.12102034031776449, 0.12099923176569985, 0.12096589881507, 0.1209195579211207, 0.1208609344914116, 0.12079157965832583, 0.12070923797523106, 0.12061529105863557, 0.12050998428174002, 0.12039158580898766, 0.12026417785401457, 0.12012392917495544, 0.11997311005017898, 0.11980950880771067, 0.11963830247387819, 0.11945468309919287, 0.11925864784821219, 0.11905312875016387, 0.11883844428658742, 0.11861184826545562, 0.11837656450860069, 0.11812971437366725, 0.11787468503528857, 0.11760848227533392, 0.11733126470931231, 0.11704662188222208, 0.11675142198069392, 0.11644586360778436, 0.11613368386476204, 0.11581164358244554, 0.1154799685711498, 0.11513889485792073, 0.11478866725258914, 0.11442953798937978, 0.11406541251922953, 0.11368926919227064, 0.1133050101641264, 0.1129129054900679, 0.11251322703349254, 0.11210624757463795, 0.11169223999267323, 0.1112678209373929, 0.11083693327660428, 0.11039985189334288, 0.109953223749244, 0.1095009700376188, 0.1090397650157754, 0.10857350319284256, 0.10809888964946365, 0.10761978225006816, 0.10713292019001351, 0.10663862187233628, 0.10613720611274582, 0.10562899122263406, 0.10511771229172871, 0.10459682043491182, 0.1040700723223411, 0.10354110978415021, 0.10300354091490142, 0.10245775574352171, 0.10191062565610641, 0.10135592797307863, 0.1007972205710208, 0.10023163937811799, 0.09966266717513673, 0.09908749539939389, 0.09850648702140143, 0.09791999967908858, 0.09732244482583507, 0.09673198856669483, 0.09614854442668676, 0.095543375519833, 0.09491745467628765, 0.09432756709727103, 0.09368985968309364, 0.09308792039945005, 0.09246687934119062, 0.09182767339349532, 0.09119731990022908, 0.09054992750902034, 0.08991175684715338, 0.0892826151555524, 0.08863768143769526, 0.08797783593232121, 0.08732784222631358, 0.08666393860761969, 0.08601013999308758, 0.08534338746291996, 0.08468695581800438, 0.08401847965169486, 0.08336050440211024, 0.08269134732181767, 0.08201176897224284, 0.08132251696930595, 0.08064468964224177, 0.07997797818835567, 0.07928267452806137, 0.07859919645880915, 0.07792721337844315, 0.07722897758418092, 0.07654287010706157, 0.07585047806803015, 0.07515240550350515, 0.0744666632241016, 0.07375865384744448, 0.07306347047453254, 0.072380727459511, 0.07167764188487367, 0.07097152323836899, 0.07027845979157762, 0.06956741742262444, 0.0688697681092116, 0.0681703500363787, 0.06746958724774939, 0.06676788688467938, 0.0660656393643601, 0.06536321860133229, 0.06466098226725484, 0.06394616541751953, 0.06324556646861522, 0.06254612670878866, 0.06184814198142919, 0.06113980374201503, 0.06043395934660615, 0.0597424495554023, 0.059042063903994996, 0.0583337329657405, 0.05764014280794509, 0.05693945500335044, 0.05624296214268416, 0.05555081901186634, 0.05485316626692043, 0.054160567669719314, 0.05346355830947742, 0.05277223069520971, 0.052086665478888024, 0.05139797271755911, 0.05071557251912005, 0.05003093963324659, 0.049344684670476695, 0.048665579385961416, 0.047985621662952255, 0.0473131724010567, 0.04664056792838895, 0.045968307586371035, 0.04529686695036614, 0.044633820275368996, 0.04396518448340509, 0.04330544960804028, 0.04264788703655113, 0.04199286906474623, 0.041340747404997505, 0.040685690926466025, 0.04004048729057899, 0.03939911463019801, 0.03875612709446434, 0.038117786887876676, 0.03748432618230803, 0.036855960947665085, 0.03622772249808872, 0.03560522725623905, 0.03498863768516006, 0.034373320047622204, 0.03375978105309702, 0.03315303605908662, 0.0325531798694564, 0.031951694213010716, 0.03135770961092384, 0.03076719905810564, 0.030180528999518324, 0.029598042790890015, 0.029020061403711748, 0.028450530999563114, 0.027882334978147624, 0.027319481917780084, 0.026762210617985296, 0.02620748629699259, 0.025658951605415918, 0.025116785013351794, 0.024578166686498107, 0.024046398419965528, 0.023518795490798928, 0.022995717963501555, 0.02247750087929156, 0.021972150727364224, 0.021466816985462902, 0.020952593784182825, 0.02047780317061666, 0.019971659923119087, 0.01950362422321207, 0.01900720824391067, 0.018547545652070722, 0.018082166065640257, 0.01761238169791387, 0.01717668910256708, 0.01671852420204729, 0.016275717632588425, 0.015847593660135682, 0.015417236029780696, 0.015001396017815395, 0.014584247143552782, 0.014166744572385443, 0.013763918134237368, 0.013361471294053018, 0.01297336655468535, 0.012598953410422189, 0.012213166953060794, 0.01184162235134261, 0.01148365811846392, 0.011116824432206036, 0.010774463307272233, 0.010424431094706872, 0.010087873419471325, 0.009754816535059377, 0.00942574147824702, 0.009109690313216946, 0.008797769817268859, 0.00849037370736739, 0.00819545870514286, 0.007905119008149865, 0.007619671084603205, 0.007339399852666684, 0.007064559643107004, 0.006801499992572094, 0.006537896538466875, 0.006285919327622518, 0.006039611273899366, 0.005799115216017696, 0.0055645503128706605, 0.005336013207793635, 0.005113579206784969, 0.004901526951659757, 0.0046912430465369465, 0.004487179491488407, 0.004289337906517779, 0.004097704398939673, 0.0039122506800686, 0.003732935154131564, 0.00355970397626711, 0.0033924920770174332, 0.0032285644566317816, 0.003073295928428146, 0.0029214040302887254, 0.0027731779163423778, 0.0026331204255956135, 0.002496712030866285, 0.002366053479134475, 0.0022409908486872568, 0.002119685969481815, 0.0020038598954070846, 0.0018933388819556455, 0.001786550397791474, 0.0016835776704407167, 0.0015857106306265748, 0.0014927532689668092, 0.0014034325558589732, 0.0013177679033018585, 0.0012367045721121083, 0.0011591578275531268, 0.0010851074374100044, 0.0010145192937365038, 0.0009480588082380284, 0.0008848554949363306, 0.0008248499976988609, 0.0007685445905834195, 0.000714679566742241, 0.000664276630018007, 0.0006162304398573076, 0.0005709763188873741, 0.0005288022643059106, 0.0004888060652434991, 0.00045130311723925364, 0.00041618929005339235, 0.00038308403746788606, 0.0003524568842266204, 0.000323671791659086, 0.00029668506174962173, 0.00027183177013035347, 0.0002484248550461908, 0.00022693798038875607, 0.00020678497786891174, 0.0001882118451058472, 0.00017099725158336028, 0.00015518603702832504, 0.00014058448440793482, 0.00012712993307485625, 0.00011475943091918296, 0.00010341025800584834, 9.302038930454784e-05, 8.3528898292873e-05, 7.487630378368127e-05, 6.695928827285907e-05, 5.981822131716806e-05, 5.3312408748685656e-05, 4.740285443497287e-05, 4.207885052677135e-05, 3.729189253659155e-05, 3.297426860145596e-05, 2.9091036763250992e-05, 2.562530794369513e-05, 2.2523266840398906e-05, 1.9702535352839196e-05], 'MSE': 38386.54860323001, 'R_2': 0.7215669042507408, 'U_norm': [-85.17784946342631, 0.08316194043703144, 0.041787910681291784, 0.048157609548503164, 0.0678490624916484, 0.07564601080527043, 0.08473827630003794, 0.09540469968053991, 0.10198910259703153, 41.71387127090756, 44.9999199324498, 0.0915439369514037, 0.08231042409347783, 0.06880697953887802, 0.05390308151905147, 0.03975296556885286, 0.023820543958274033, 0.0100566708314199, -0.0008521846013291597, -0.01284112510989744, -0.02242664607867238, -0.025339800637631835, -0.02367224843493611, -0.08717197118070899, -0.8519441912538387, -0.07911180239521223, -0.04310548160751345, -0.042331330081048925, -0.04093326523313859, -0.0390433478962683, -0.036775080196306244, -0.03422683190816207, -0.03148502509692583, -0.028626552584837876, -0.025720200217348218, -0.02282712219090469, -0.020000685120848172, -0.017286044815118428, -0.01471667468148318, -0.012316893823628184, -0.010122477418467809, -0.008140801163893055, -0.006360008284378953, -0.0047806080845533856, -0.0034023311009944283, -0.0022140434062182775, -0.001210297498079786, -0.0003556264016816713, 0.00035574548633199565, 0.0009391608286418636, 0.0014094597319380395, 0.0017805249549880764, 0.002065094798054605, 0.002274687886815624, 0.0024196109146176654, 0.0025090228895386524, 0.002551033297728576, 0.0025528160790551447, 0.0025207258596937152, 0.002460407106534356, 0.0023768905279784483, 0.002274674019380301, 0.0021577877123450124, 0.002029844271594998, 0.0018940765726575724, 0.0017533653897471475, 0.0016102598355756746, 0.0014669931301137021, 0.0013254959277444241, 0.0011874089875057944, 0.001054096491350734, 0.0009266608488917536, 0.0008059594086924535, 0.0006926231445471806, 0.000587077111413719, 0.0004895622722994999, 0.00040015817753425505, 0.00031880592532720274, 0.00024533083357089616, 0.000179464295532428, 0.0001208643656672274, 6.913471157746406e-05, 2.3841667340226906e-05, -1.5470778424913615e-05, -4.926813354820776e-05, -7.801468483889244e-05, -0.000102164834594457, -0.00012215635995740888, -0.0001384054236483998, -0.00015130313870603834, -0.00016121347636527137, -0.00016847230226467883, -0.00017338733230291053, -0.0001762388106001822, -0.0001772807290216092, -0.00017674242682985168, -0.00017483043125802222, -0.0001717304214097443, -0.00016760922076896343, -0.00016261674382940752, -0.0001568878418392395, -0.00015054400874911695, -0.00014369492313139078, -0.00013643981360563919, -0.00012886864492322368, -0.00012106312946373749, -0.00011309757463123007, -0.00010503958107366246, -9.69506095448324e-05, -8.888643549230594e-05, -8.089751090246841e-05, -7.302925218513255e-05, -6.532227147179484e-05, -5.781256719001149e-05, -5.053168778590872e-05, -4.350688047519607e-05, -3.676123474291909e-05, -3.0313828543714173e-05, -2.4179883099863344e-05, -1.8370930514513416e-05, -1.2894996820693297e-05, -7.756801470888039e-06, -2.957973020801906e-06, 1.5027202543966332e-06, 5.629127052251508e-06, 9.427459633456138e-06, 1.2906033590662639e-05, 1.6075003902244424e-05, 1.8946100787590308e-05, 2.1532368643629542e-05, 2.3847911193764454e-05, 2.590764575048982e-05, 2.7727069269937128e-05, 2.9322038268337926e-05, 3.070856446519323e-05, 3.190262755958065e-05, 3.292000615269362e-05, 3.377612747728392e-05, 3.448593632994473e-05, 3.5063783351985864e-05, 3.5523332324415245e-05, 3.587748631464906e-05, 3.6138331923432186e-05, 3.6317100871292274e-05, 3.6424148110646505e-05, 3.6468945226745925e-05, 3.6460088053374095e-05, 3.640531692599534e-05, 3.631154820423167e-05, 3.618491533678891e-05]}, 'iteration_10': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-17092.598338587173, 3.9129000513340713, 15.352103627459348, 15.472697919515598, 16.46759151807603, 15.588700349150713, 16.19001198724685, 14.914927296374529, 984.8259660548667, 8501.259809387833, 7822.286321568609, 249.08957643442326, 8.97462283787423, 8.388389808637571, 4.117454239625452, 0.8006671882363308, -3.3439583363496848, -7.012036528643339, -11.011581654859041, -14.04012243093599, -17.35023426448694, -21.466235472027552, 1.745120071631093, -170.49072266412878, -23.137898937022804, -19.798576387016514, -18.60749979250191, -17.179161860956032, -15.564313632627302, -13.922468891722074, -12.353172406076368, -10.682598802509846, -9.111597506382443, -7.800322145290872, -6.520864298546257, -5.310323190780206, -4.293517756071371, -3.455062273938697, -2.613082322124775, -1.8743001916329012, -1.2677015489310193, -0.7491624326393304, -0.30673019836985344, 0.0639818302261438, 0.36469449059194575, 0.5991812813544388, 0.779340512500448, 0.9194673386370333, 1.0229669910851802, 1.0855962435568631, 1.1154400776387394, 1.1147951657697415, 1.0960130384438598, 1.0615278244512405, 1.0142024335118636, 0.9558311393923394, 0.8895275060917028, 0.8182580311829757, 0.7441384215673605, 0.6689416563992554, 0.5941289997239083, 0.5208825461178642, 0.45013797070267964, 0.3826163950032812, 0.31885453086013815, 0.2592325089609735, 0.20399902420249363, 0.15329362737316743, 0.107166156794466, 0.06559343129262511, 0.02849341717727933, -0.004262860899006037, -0.03284136778114978, -0.057436764111520815, -0.07826548607156494, -0.09555994184461429, -0.10956360385372817, -0.1205268147519649, -0.12870316382085126, -0.13434632598833732, -0.1377072866409964, -0.13903190097136126, -0.13855875654514116, -0.13651732226930904, -0.13312637607762037, -0.12859270817941096, -0.12311009733198663, -0.1168585557373384, -0.11000383453197399, -0.10269717752961473, -0.09507530626576799, -0.08726061521365679, -0.0793615526104212, -0.07147315980654502, -0.06367774045975803, -0.05604563040139846, -0.04863603951518932, -0.041497938546695305, -0.03467096614295921, -0.028186334452431287, -0.02206771493679841, -0.01633208952999473, -0.010990555737448114, -0.006049077434881619, -0.0015091761776788689, 0.0026314396304868326, 0.006378308028360889, 0.009739707817160988, 0.012726210901691739, 0.01535028865512499, 0.017625967468544796, 0.0195685283297294, 0.02119424517281876, 0.022520156888996147, 0.023563868217903208, 0.02434337518866845, 0.02487691122558977, 0.02518281059802794, 0.02527938643962777, 0.025184821143284162, 0.024917067327438563, 0.024493758028607954, 0.023932125038288742, 0.023248924614724623, 0.022460370073993048, 0.02158207092288053, 0.02062897835470547, 0.019615336955534017, 0.018554642472159353, 0.017459605469481648, 0.016342120741067997, 0.015213242247668459, 0.01408316343920778, 0.012961202796324798, 0.011855794446013881, 0.01077448376717435, 0.00972392792310949, 0.008709901319294293, 0.0077373060805234805, 0.006810187710325666, 0.005931756206159052, 0.005104413002897675, 0.004329784096687716, 0.0036087597714776387, 0.0029415411819156898, 0.002327693878129628, 0.0017662080666927679, 0.001255565016910533, 0.0007938085919570047, 0.0003786204572654857], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [182.86874284863225, 7092.961463768855, 3407.8303408147194, 1414.3101634159832, 498.5086190438156, 94.12296785370283, -76.93006508040013, -142.90298422856225, -162.57086275519137, -162.47172804498786, -154.44987743597176, -143.67349130834663, -132.39894405303363, -121.43934092878717, -111.21615594966347, -101.74497681236444, -93.03172799023633, -85.09705950434534, -77.8260937353941, -71.16827009416684, -65.07367191032436, -59.53024607833703, -54.4189346837896, -49.766551239368766, -45.47476592419539, -41.54026216351288, -37.93075578475865, -34.61669480825662, -31.554069885065687, -28.738559656882654, -26.13333975824747, -23.734178235851424, -21.510418657510318, -19.458264512165858, -17.552295525065695, -15.78068581846429, -14.132553525951732, -12.597916673403098, -11.167643428881325, -9.827377382445905, -8.582067014582243, -7.4131675602890335, -6.320293744736389, -5.293351435129374, -4.3320296996297145, -3.427822585012606, -2.5771585046485916, -1.7767283068656956, -1.0263162155449894, -0.31716691223939936, 0.35026442696227733, 0.9784189710481138, 1.5716365995617834, 2.1296363033444097, 2.6544167009365687, 3.1511097391873957, 3.6237198391450023, 4.058611138907194, 4.473528710572615, 4.856540327768088, 5.2323501407089035, 5.568125409935556, 5.896733429026504, 6.198883016343787, 6.4847251565801685, 6.747239534557689, 6.995036496305132, 7.228277477963122, 7.447177564215839, 7.651997990659096, 7.838484073718201, 8.01237394056164, 8.173943514045986, 8.320111968872949, 8.458316563636462, 8.582422211153293, 8.696106802890947, 8.799679060709984, 8.893459350912325, 8.977776639884025, 9.052965776168122, 9.118108196407292, 9.176246328127446, 9.226259519616809, 9.268485633121815, 9.30267523573979, 9.33046383142831, 9.351442151795455, 9.365928033367275, 9.374231964257554, 9.37664859174059, 9.373396760354371, 9.364668894679328, 9.351032918847709, 9.331991375092755, 9.30860521710145, 9.28087812686001, 9.248556305928851, 9.21173879678852, 9.171744575296863, 9.127660696113631, 9.079606777012275, 9.028421419473453, 8.974329818387423, 8.916785772708305, 8.856707300785644, 8.793494350481074, 8.727287069152633, 8.659058162247883, 8.58814828225251, 8.51469965912424, 8.439711275647522, 8.362481788146713, 8.283149598564673, 8.20185250247508, 8.11959297268926, 8.03477284175915, 7.949252853827178, 7.861434177884083, 7.7731631855596035, 7.682848480380384, 7.592311996133771, 7.499976794609791, 7.406804210118112, 7.31290220527252, 7.217564265668611, 7.121719473580298, 7.0254644383951685, 6.928111463697022, 6.83054990643921, 6.73286395358772, 6.633641465028944, 6.5352308416051335, 6.435502208965046, 6.3360155042653465, 6.2361372185397395, 6.135964325097317, 6.035590156957681, 5.935104298553512, 5.835238834178322, 5.7347701633521115, 5.634435444626677, 5.534308798606966, 5.433865365523991, 5.333792099277709, 5.234151364431638, 5.135001751596352, 5.035853529230808, 4.936795093136592, 4.837910640047448, 4.739787795879888, 4.6419705206811175, 4.544530782447306, 4.447536450469868, 4.352893136185713, 4.257380429731294, 4.159844376688343, 4.064804155495953, 3.97217390854202, 3.8778203445802037, 3.7859198622035484, 3.6925450303320027, 3.5979171092372813, 3.509512632864075, 3.41987000181408, 3.329189608165218, 3.2410081882610076, 3.1519777993070184, 3.0622787882852776, 2.978218392358579, 2.8904880287937535, 2.8052999262387055, 2.722551281010319, 2.6394125216552493, 2.556026619829542, 2.472529634104378, 2.391542143735811, 2.3129587626590595, 2.2343321352085614, 2.1557768257665506, 2.077400980161988, 2.0014421005390615, 1.925725068892744, 1.8503425670394922, 1.7753812881728392, 1.7028008531404866, 1.6306758610473304, 1.5590795261453978, 1.489783527083203, 1.4193865326182447, 1.3513013373323932, 1.2838806272626122, 1.21717625883054, 1.1512355948282182, 1.087493960785124, 1.0231581671670895, 0.9610037022758936, 0.8984177336743794, 0.8379851777585415, 0.7772644202909325, 0.7186603503469459, 0.6598934896366324, 0.6031991334199308, 0.546450993658494, 0.4907480766672313, 0.43703928200433473, 0.38341242033364564, 0.33084748090415106, 0.2785034186136891, 0.22809505885410167, 0.17796510609188962, 0.12894900427466097, 0.08103872193933732, 0.03352952631028672, -0.012840196156650814, -0.05808442378029705, -0.10283586408892463, -0.14644375797215914, -0.1889266209014906, -0.2308512055896606, -0.27164539525389836, -0.31183588039537136, -0.3513833470483743, -0.38978837543902006, -0.4275225453867891, -0.46412999031913893, -0.5000474776771662, -0.5352509424457375, -0.5697195217690063, -0.6030768615225194, -0.6356977381445893, -0.6678962330202939, -0.6986771329341575, -0.7290153517485511, -0.7585761888688204, -0.7873549668660766, -0.815348923858289, -0.8425570694493292, -0.8689800462553221, -0.894845390228122, -0.9196950612675944, -0.9439745920535926, -0.9676598028900809, -0.9903610509265033, -1.0124665685291427, -1.0339593723575515, -1.0545101594072912, -1.074604808832699, -1.0939256593926623, -1.1126214583254037, -1.1305591945578188, -1.1479939391553209, -1.1646766679964784, -1.1807317743460592, -1.1961589127633678, -1.210959207101258, -1.2251351281357068, -1.23869037637006, -1.2516297702317905, -1.2639591398014978, -1.2757526276002429, -1.2869411596571008, -1.2975919745289182, -1.3076478108713112, -1.3171693475490038, -1.3261099157299399, -1.3345664233715508, -1.3424132479594835, -1.3498516908543206, -1.356630197211303, -1.363083770682239, -1.3689018844968, -1.3741263732617865, -1.3790050081712268, -1.3833155241153126, -1.387255556980638, -1.3906558330375618, -1.3936681755464333, -1.3961712261678738, -1.3982003839941826, -1.3998453232127062, -1.4010846440342766, -1.4018779923215785, -1.4022644523644663, -1.4022380957150817, -1.4018073935056383, -1.400996909012483, -1.399787763399039, -1.398231388774494, -1.3962845837111855, -1.3939417881964062, -1.3912897913902404, -1.3882547426151128, -1.3849426821057216, -1.3812616748470667, -1.3772116955265448, -1.372923627458118, -1.3681475698411916, -1.3632933015770021, -1.3579573039961206, -1.3524318315683066, -1.3465798234831097, -1.3404066521534312, -1.3339184908767343, -1.3272896103984904, -1.320366181980557, -1.3131553252472064, -1.3056646896572426, -1.2979023858133487, -1.2900561131411623, -1.2817778453637698, -1.2734360626915793, -1.2648601802683148, -1.2560590191021945, -1.2468572656835808, -1.2376322630740786, -1.2282094494077391, -1.2185980383238173, -1.2088072489133277, -1.1986620022242, -1.1885404803970328, -1.1780839934884444, -1.1676684890028033, -1.1569375946680636, -1.146083444864823, -1.1351148654834526, -1.124040476079917, -1.1126920331439305, -1.101257220936896, -1.0897442179036831, -1.0779888630276402, -1.066174208006529, -1.0543078043809118, -1.0423969121823027, -1.0301184879565723, -1.0179798927732928, -1.005659638140584, -0.99316989135327, -0.9806798276009074, -0.9680401896228188, -0.9554156167446705, -0.9426605114246349, -0.929934818291232, -0.9169501941957366, -0.9040125997288007, -0.8909839991708702, -0.8780146130539962, -0.8648325749113392, -0.8517252086571314, -0.8384289642857632, -0.8252216885465848, -0.8118481569038845, -0.7985766787051443, -0.7852846144782518, -0.771857882975289, -0.7584306577146026, -0.7450102730415514, -0.7316037422638523, -0.718104434268771, -0.7047475204745498, -0.6912054963344301, -0.6777106557608729, -0.6642683137732522, -0.6507807661141036, -0.6373595592149702, -0.6239104307853058, -0.6104434962927148, -0.5970630291879453, -0.5835871698374128, -0.5702119991140847, -0.556851457919048, -0.543513656108742, -0.5302063018529436, -0.5169367074360771, -0.5036305687568895, -0.4904586835442196, -0.47726652068999065, -0.46414102535013185, -0.45101340116004207, -0.43796621741095765, -0.42493328514273676, -0.41199293565617545, -0.39901401321296687, -0.38620735910091747, -0.3732496601053389, -0.36053904483220933, -0.3481300454524534, -0.3354133604649973, -0.3224219772973474, -0.3103251475946043, -0.2979588821315892, -0.28535340057495445, -0.27306541897462894, -0.26056860746311933, -0.24839130926642636, -0.2365211784588645, -0.22447047630842729, -0.21272783210063828, -0.20082950249112977, -0.18879904352436486, -0.17708698422180924, -0.1656806401245038, -0.15416191768938048, -0.14255130120782492, -0.13125263507403495, -0.11987925665147288, -0.10844938825624946, -0.09733389049913906, -0.08651983827644444, -0.07532565751864458, -0.06477056838084697, -0.05386579383077114, -0.043267157048055976, -0.03266310864811576, -0.022066591200979133, -0.011771609958785314, -0.0014915263745124499, 0.008762443964879981, 0.018979760520591908, 0.028899974630250503, 0.038779232560138426, 0.048608494089034046, 0.05837932183725278, 0.06786151327144511, 0.07749922244996874, 0.08684729490433955, 0.09612144084683824, 0.10531552550866591, 0.11442390333276999, 0.12344139910856852, 0.1323632886695355, 0.14118527932303823, 0.14990349016340604, 0.15851443240169433, 0.16701498982907628, 0.17540239951532796, 0.18367423282949275, 0.1918283768565641, 0.20000166139893324, 0.2079108113127923, 0.21582758393141768, 0.2236127012221158, 0.23126574946411413, 0.23878651856190683, 0.246174987207852, 0.2535410567935514, 0.2607679826579098, 0.2679590340086056, 0.2750057642034685, 0.28190957201184247, 0.2887642270458226, 0.2954726732948702, 0.3020368693357436, 0.3086247957972054, 0.3149808813342258, 0.32134791545645286, 0.3274884910739523, 0.3336289155495651, 0.33961801457087154, 0.3455256728044381, 0.3513477781086063, 0.3570188131590995, 0.3626019313364031, 0.36809403104560123, 0.37349237597252943, 0.3787945757460489, 0.3839985667663293, 0.38905352048074343, 0.39405802330092293, 0.39895983881858504, 0.4037580267563043, 0.40845188360219264, 0.4130810651886484, 0.4175634026168845, 0.4219775695777119, 0.4263191050032776, 0.4305160949498988, 0.434638575952447, 0.43868311837342877, 0.4426168502353455, 0.4464695156644402, 0.4502113674269734, 0.4538700106977467, 0.45744353485720285, 0.4609064962849894, 0.46430630849631993, 0.46759524433926336, 0.4707962005033832, 0.47390847436856126, 0.47695036698569576, 0.47988311115673127, 0.48274333869088704, 0.48551242733815225, 0.4881906972748853, 0.4907931801623343, 0.4933043913238252, 0.4957382135589628, 0.4980810613848585, 0.5003457216420405, 0.5025314046905367, 0.5046375408824256, 0.5066834247427122, 0.5085913917640972, 0.5104759543091968, 0.5122457567363218, 0.5139838838412234, 0.5156102460476164, 0.5171313333031444, 0.5186155377192949, 0.5199976619199164, 0.5213374616745893, 0.5226285089746505, 0.5237735211799622, 0.5249159207825098, 0.5259625355985588, 0.5269192324032979, 0.5278233774829041, 0.5286420573179555, 0.5294063719638232, 0.5301127679568315, 0.5307379353650415, 0.5312870069159258, 0.5317951668075195, 0.5322143708953725, 0.5325879747867887, 0.5328905989970739, 0.5331332733940042, 0.5333101492259587, 0.5334281754445902, 0.533486204681181, 0.5334842419108878, 0.5334214713217786, 0.5333046887367724, 0.5331260349921845, 0.5328945374842469, 0.5326059728520145, 0.5322602865902657, 0.5318575904424923, 0.5313981502515022, 0.5308948630415227, 0.5303376905641206, 0.5297271201645932, 0.5290637522000553, 0.5283482897367656, 0.5275815285821457, 0.5267643476958953, 0.5259156947399807, 0.5250011914661539, 0.5240583963976397, 0.523050690120195, 0.5219978185371771, 0.5209215034795055, 0.5197823322640103, 0.5186016523401491, 0.5173807378581913, 0.5161208749060265, 0.5148012386401675, 0.5134671374106302, 0.5120754595645188, 0.5106496964167373, 0.5091912076395129, 0.5077013368658488, 0.5061583332811351, 0.5045864282859248, 0.502963761823664, 0.5013147894807423, 0.49964085576232536, 0.49792001832654886, 0.4961768427058482, 0.49438942009235215, 0.4925822926658387, 0.49073363289584343, 0.48886787778325264, 0.48696332479425986, 0.4850214418594108, 0.48306639290526054, 0.4810767532734279, 0.47905400960518735, 0.47699965648358744, 0.47493728707175775, 0.4728240367356669, 0.4707054030888973, 0.46856074577240137, 0.4663701264103743, 0.46417793237245286, 0.4619640018699322, 0.4597089460771856, 0.457455894170202, 0.45516485291411557, 0.45285792130313096, 0.4505363904116459, 0.4481818465040299, 0.4458156491560454, 0.4434389954743765, 0.4410340770945097, 0.43862146257120227, 0.43618375271609827, 0.43372272481299073, 0.4312581241758508, 0.4287731698789675, 0.42626953243517923, 0.42376610579050294, 0.4212297112549597, 0.4186961752855492, 0.4161332243769784, 0.41357560839660273, 0.4109919554726823, 0.40840015778833205, 0.4058015416276529, 0.4031973866552847, 0.4005738821093888, 0.3979477421796892, 0.3953055424260461, 0.392663408587466, 0.39000829602609866, 0.38734190394793266, 0.3846658747986649, 0.38202191224602855, 0.3793700388347155, 0.3766342556801192, 0.3739469497204103, 0.37118218083790516, 0.3684675959139381, 0.3658017319571697, 0.36306525628155634, 0.3603789410339897, 0.3576276968370352, 0.35492781931344886, 0.35216838459126587, 0.349461296778855, 0.34680493135914386, 0.3439912332302641, 0.34133419140743, 0.33852844276578314, 0.33587583485943207, 0.33308272885823664, 0.3303457127226799, 0.32766292748256215, 0.32494281175434864, 0.3221890075351667, 0.31949116737373756, 0.3167630066566474, 0.31400786093512684, 0.3113098425664235, 0.30858774427659474, 0.3059221630260632, 0.3031592250364238, 0.3005296063089356, 0.2978082243331704, 0.2950736551375299, 0.2923980566016068, 0.28971115749684495, 0.2870819921754562, 0.28437799691547455, 0.281733272785747, 0.2790832534621924, 0.27642994822752676, 0.2737752692006595, 0.2711210327028791, 0.26852597365541375, 0.2658763996070091, 0.26328665029049325, 0.26064799064953575, 0.25806954142766997, 0.2554981870898075, 0.25288553387207224, 0.2503332493488145, 0.24779162717804204, 0.24521541980793932, 0.2426540655020078, 0.24015254890979149, 0.23762232734556565, 0.23510932733876533, 0.23261421066718926, 0.23009747465279518, 0.2276408418046945, 0.22516551766896725, 0.22271199969561783, 0.2202442454439589, 0.21783620633315207, 0.21541621483773496, 0.2129870240753952, 0.2105842094949288, 0.20820780468041908, 0.205826455825291, 0.20347304599607308, 0.20111764843808, 0.19879143778111996, 0.1964658593727235, 0.19414282206884392, 0.19185105786728757, 0.18956395105798612, 0.18728312645106543, 0.1850350411713806, 0.1827949079724555, 0.18056409674011653, 0.17834388593533693, 0.17613546576758984, 0.17393994145624098, 0.1717796562145824, 0.1696123586610279, 0.16746080919024253, 0.16532580639944588, 0.16320808058749003, 0.16110829703950152, 0.15902705925506813, 0.15694722075269044, 0.1548879014461082, 0.15284950115420334, 0.15081606059774605, 0.1488050678947057, 0.1468013061775299, 0.1448212362687846, 0.14285035528421394, 0.1409041522070686, 0.1389688099366667, 0.13704544601078342, 0.1351350932550292, 0.1332387032249046, 0.13136951956418838, 0.12950325811505317, 0.12765336993694604, 0.12583188251591468, 0.12401634227326182, 0.1222082400827263, 0.12042983331705635, 0.11866035649484284, 0.11691089739114915, 0.11517218250543323, 0.11345458711916395, 0.11174926593328448, 0.11005714640052058, 0.10837907833603119, 0.1066992839695243, 0.10506812860452465, 0.10348343443814645, 0.10186727371741239, 0.1002242575365648, 0.09870158623443963, 0.09708272792330559, 0.09557987170854296, 0.09405422099948813, 0.09250959232295529, 0.09101110641323641, 0.08949697702953284, 0.08802839342926709, 0.08660326341756576, 0.08516511623935805, 0.08371693963804576, 0.08231275966446895, 0.08090087285165697, 0.07953199597703174, 0.07815745376316477, 0.07682485064972186, 0.07548836940689144, 0.07419269095205797, 0.07289469251715548, 0.07159635749565808, 0.07029954796352401, 0.06904345409950817, 0.06782615632256098, 0.06657547500922963, 0.06536440678738763, 0.06419107467797841, 0.06298978175998217, 0.06182675534877594, 0.06067022039752289, 0.05952129823800512, 0.058409074054642775, 0.05727747484220708, 0.056182621109774, 0.05512274622758359, 0.05404694674277459, 0.05298221506222902, 0.05195221360511532, 0.050910718234124575, 0.049903577685990345, 0.04890829505529595, 0.04792533636720771, 0.046955114748418736, 0.04599799334565275, 0.045054288196296, 0.044124271037727134, 0.043191185456578615, 0.04228976782441662, 0.04140259642187542, 0.040529792690772566, 0.03965664937864948, 0.038799035556901285, 0.037970729211139795, 0.03714362452702318, 0.03631908686277703, 0.03552319879319763, 0.03473056014559019, 0.033953870666465664, 0.03319295746517038, 0.03243687170686043, 0.03169693983055639, 0.030962904683779147, 0.03024524019531445, 0.029543653013865592, 0.028848870088194655, 0.02817021348372223, 0.0274990076564681, 0.026835825359134247, 0.026188924169313225, 0.02555045077766027, 0.024928024836753573, 0.024314312498651514, 0.023709675214232884, 0.02311442982146716, 0.022535029574536018, 0.02195911947838728, 0.02139903907861825, 0.020848795166817348, 0.020308540061870908, 0.01977839527237443, 0.019253551529818745, 0.01874406704146361, 0.018244886854808375, 0.01775167311706041, 0.017269118889072656, 0.0167971844273598, 0.016335813125649027, 0.015881219839084592, 0.015437324718678942, 0.015004012728320082, 0.014577870179542771, 0.014159156642265622, 0.013751122866833262, 0.013353588976593259, 0.012960793654798531, 0.012578577488321807, 0.012204156910067404, 0.011837627463609732, 0.011479059864639726, 0.011128501821960166, 0.010788143031204941, 0.010453572805711804, 0.010127037922217289, 0.009808510824508756, 0.009496129678878903, 0.009191813687117625, 0.008895485167263618, 0.008605462116633322, 0.00832337892041749, 0.00804766343010509, 0.007778386118427442, 0.007515596068607058, 0.007263138135630937, 0.007014435808332162, 0.006765193954267747, 0.006538490857001353, 0.006300430703928909, 0.006083604791210516, 0.005857100325327077, 0.005650544285613573, 0.0054445279208073264, 0.005239729790944994, 0.0050526354809798234, 0.004858838649815337, 0.004674407764317213, 0.004498773217341729, 0.004324878502811535, 0.0041593801809225745, 0.003995860624353851, 0.0038347109837222294, 0.003681607321596958, 0.003530986256016024, 0.0033879501609961372, 0.0032520271128439818, 0.0031141031277676324, 0.0029833174845608056, 0.002859216950327884, 0.0027339869180415524, 0.0026188939664270857, 0.0025030083314711406, 0.0023932937012140186, 0.0022863780599831638, 0.0021823681360175996, 0.0020840055217865236, 0.001988407374286279, 0.0018956417909212048, 0.00180800039642812, 0.0017230261240882697, 0.0016407571359108163, 0.0015612180233952958, 0.0014844208818852694, 0.0014120384661347753, 0.0013406179653678444, 0.001273397298174631, 0.0012086904964218597, 0.0011464756190592692, 0.001086723495737078, 0.0010293985305365795, 0.0009744594647257765, 0.000922879478839209, 0.0008725055762454869, 0.0008243702943026671, 0.0007784163422302902, 0.0007345839302279305, 0.000692811272963131, 0.0006530350517609984, 0.0006151908369471301, 0.000579213471975881, 0.0005444781271548154, 0.0005120751618955387, 0.000480853977638074, 0.00045084999818969775, 0.00042292881798646994, 0.0003961443994046978, 0.000370875790189046, 0.0003470517350388865, 0.00032428983829112067, 0.00030288177261458257, 0.00028275817043189275, 0.0002636031928484577, 0.00024540863693142673, 0.0002283740960760645, 0.00021243327440623232, 0.0001973418186196054, 0.0001830820048150076, 0.0001697868376960341, 0.00015725488825961813, 0.00014546361010387367, 0.00013438867666276544, 0.000124113609523354, 0.00011448391108282822, 0.0001054739624297473, 9.714132784917887e-05, 8.928436245427801e-05, 8.203777097773792e-05, 7.522869135276328e-05, 6.890703673021515e-05, 6.309917092273324e-05, 5.766893228977495e-05, 5.2649013197822165e-05, 4.801480562122975e-05, 4.3706845389317e-05, 3.9776799477550764e-05, 3.613413417655627e-05, 3.276624810502283e-05, 2.9707150779335874e-05, 2.6865406741920612e-05, 2.429221344929836e-05, 2.1911360896783535e-05, 1.9746733038103762e-05, 1.77673030664823e-05, 1.597341815382353e-05, 1.433863937676583e-05, 1.2852067422641815e-05, 1.150313417729497e-05, 1.0281653201608827e-05, 9.177859329977878e-06, 8.182438405363003e-06, 7.286548164581646e-06, 6.47720210112531e-06, 5.756349845458108e-06, 5.107795473468336e-06, 4.525984348775525e-06, 4.008272961365216e-06, 3.5484517142669873e-06, 3.138719364858423e-06, 2.774629374195123e-06, 2.4535441176336524e-06, 2.169531459661111e-06, 1.914313883724483e-06], 'MSE': 36435.8206430812, 'R_2': 0.7357163197275771, 'U_norm': [-93.46921786186559, 0.02139731479819469, 0.08395149117577308, 0.084610949377143, 0.09005142862267045, 0.08524529742378215, 0.08853351185383754, 0.08156083476855094, 5.385425372653627, 46.48831555528574, 42.775414824907294, 1.3621222137016162, 0.04907685541101166, 0.04587109689249306, 0.022515899557002318, 0.004378370939844762, -0.01828611215625777, -0.03834464233980814, -0.06021576733469398, -0.07677704912434598, -0.0948780749595372, -0.11738602875137219, 0.009543020021839684, -0.9323119975355106, -0.1265273584372529, -0.10826659662943885, -0.10175330967929007, -0.0939425820965425, -0.08511194102737538, -0.07613367214495609, -0.06755212636700722, -0.05841675648274959, -0.049825888113865735, -0.042655305855106865, -0.03565871459066071, -0.029038987835770986, -0.023478685837368982, -0.01889367327377227, -0.014289387489220007, -0.010249428991423472, -0.006932303088955172, -0.004096722174311547, -0.0016773243697841933, 0.00034987843920181004, 0.001994296485468005, 0.003276564780630014, 0.0042617480799881395, 0.005028018051411037, 0.005593995872434522, 0.0059364778712413455, 0.006099675986260225, 0.006096149348192039, 0.005993441104766643, 0.005804862053422971, 0.005546067738568895, 0.005226869972444602, 0.004864294978096335, 0.00447456476006939, 0.004069248856555858, 0.0036580426322723393, 0.0032489368680640542, 0.002848395733586178, 0.002461535877580597, 0.0020923006832347627, 0.001743625107244674, 0.0014175878574441516, 0.0011155488977790456, 0.0008382713482146075, 0.0005860277447828185, 0.0003586913234810417, 0.00015581349102200236, -2.331104178494128e-05, -0.00017958983761340004, -0.0003140873793249197, -0.0004279872272065911, -0.0005225602828902458, -0.0005991379517306163, -0.0006590892082695077, -0.0007038007809219292, -0.0007346598664520577, -0.0007530389541276483, -0.0007602824792474257, -0.0007576951347970121, -0.0007465317492602638, -0.0007279886885698779, -0.0007031967649490887, -0.0006732156387564229, -0.0006390296892765506, -0.0006015453105393436, -0.000561589564685674, -0.0005199101001851077, -0.0004771762193553, -0.00043398096087317913, -0.0003908440491550266, -0.0003482155537784915, -0.00030648009942219897, -0.0002659614695982666, -0.00022692745608389358, -0.00018959481897972715, -0.00015413423889532952, -0.00012067516092533705, -8.931044913003856e-05, -6.010078914259601e-05, -3.307879383954328e-05, -8.252783699067694e-06, 1.4389772651303704e-05, 3.487915943985311e-05, 5.3260648488881756e-05, 6.959205123547035e-05, 8.394156617542072e-05, 9.638589526931724e-05, 0.00010700860111820487, 0.00011589867615409808, 0.00012314929590248375, 0.00012885673017631663, 0.00013311938851719716, 0.00013603697863920767, 0.00013770975971788565, 0.00013823787535015373, 0.0001377207541898116, 0.00013625656839132364, 0.00013394174250636563, 0.00013087050691709613, 0.0001271344915981571, 0.00012282235749756166, 0.00011801946369072028, 0.00011280756932962906, 0.00010726456955299042, 0.00010146426454449981, 9.547616079674937e-05, 8.936530383583884e-05, 8.319214117507876e-05, 7.701241470770894e-05, 7.087708164220754e-05, 6.483226318483561e-05, 5.891922050900988e-05, 5.3174357667222014e-05, 4.7629251436312676e-05, 4.231070861074035e-05, 3.724085163457039e-05, 3.243723406787677e-05, 2.791298792458599e-05, 2.367700480707584e-05, 1.9734153146856234e-05, 1.608553293863063e-05, 1.272876843536783e-05, 9.65833767955588e-06, 6.865935639545832e-06, 4.340865370641063e-06, 2.070449284893922e-06]}, 'iteration_11': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-17601.680289189415, 2.003567436372239, 1.9104061739458575, 1.7771414877005116, 1.591687730369702, 1.3403345562463418, 1.0083288783243347, 0.5808298793490673, 466.47816777137393, 11563.892857374236, 6197.131938665753, -2.2973587175038634, -3.277321210624303, -4.318863449361324, -5.396260918334337, -6.477268795068464, -7.5278488228550815, -8.51465192359656, -9.40730458556091, -10.180384732334808, -10.814746913244328, -11.097016504941271, -11.088787868019834, -263.30380107302665, -10.599598114843367, -10.160061755851114, -9.624461676163476, -9.01789114780821, -8.36408200862435, -7.684478902562357, -6.997690416354922, -6.319229056587121, -5.661482690375965, -5.0338690427941435, -4.443109106197785, -3.893566026373916, -3.387619657750953, -2.926040663201072, -2.5083388422819595, -2.133079819640158, -1.7981573747430875, -1.5010215147835781, -1.2388637561897229, -1.0087622608595364, -0.8077921859987564, -0.6331060830047296, -0.48198970630036375, -0.3518980740497164, -0.2404759823916098, -0.14556689525836206, -0.06521320846340634, 0.0023495374149045717, 0.05870247977612697, 0.10525574277929517, 0.14326206713822903, 0.17383091081480936, 0.19794241872212995, 0.21646085198210663, 0.23014721318910938, 0.23967091432700818, 0.2456204144853728, 0.24851281352425966, 0.24880242805785488, 0.24688840303593998, 0.2431214285491319, 0.23780963976908956, 0.23122378077840394, 0.223601711611757, 0.21515233402960393, 0.20605900637708877, 0.19648251204285294, 0.18656364022504351, 0.17642543160752278, 0.16617513580105045, 0.15590592171345227, 0.14569837672873992, 0.13562182572645146, 0.12573549647394688, 0.11608955400643042, 0.1067260230198402, 0.09767961426392437, 0.08897846819338438, 0.08064482715501627, 0.07269564548054332, 0.06514314548127105, 0.05799532601910992, 0.05125642906815808, 0.04492736884343587, 0.039006127035096975, 0.033488117165303116, 0.028366520404410088, 0.023632594902845253, 0.019275960268808404, 0.015284858773707116, 0.011646394610951525, 0.008346752481488182, 0.005371396611484645, 0.0027052512471663873, 0.00033286365090540876, -0.0017614495585504067, -0.0035934717008501062, -0.005178970090645421, -0.006533593904661707, -0.007672784905901237, -0.008611700175652567, -0.009365145855375399, -0.009947521130775372, -0.01037277161744694, -0.010654351392706573, -0.010805192964963625, -0.010837684457578663, -0.010763653275875076, -0.010594355553524728, -0.010340470740346015, -0.010012100622150872, -0.009618772266471799, -0.009169444269240027, -0.008672515808365337, -0.008135838081256707, -0.007566727691733126, -0.006971981650098977, -0.006357893621267117, -0.005730271115108992, -0.005094453278070134, -0.004455329050287285, -0.0038173554665249616, -0.0031845758980435382, -0.002560638065220894, -0.0019488116967079734, -0.0013520056726524822, -0.0007727845424166496, -0.0002133843414315281, 0.0003242723570288989, 0.0008385621418118284, 0.0013281472315814643, 0.0017919625853862085, 0.002229203590265311, 0.0026393141878941384, 0.003021975244437274, 0.0033770929698021986, 0.003704787110968271, 0.004005378675548547, 0.0042793768417481596, 0.004527464819484403, 0.004750484374636108, 0.00494941888182847, 0.005125374829994985, 0.0052795618616632515, 0.005413271581780295, 0.005527855556254031], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [181.11897074741418, 7210.73855559134, 3408.507115465731, 1377.9516531632623, 460.2974866473784, 63.77506812804474, -98.81456797223105, -158.12656932621002, -173.0500289005258, -169.66994455262017, -159.36813203157894, -146.97317008708868, -134.53001720419434, -122.71066477379316, -111.86376465957474, -101.94994344718766, -92.94366714886547, -84.84354710273001, -77.5144872975876, -70.8911522540411, -64.91059464938499, -59.547578638128776, -54.67479385386401, -50.30622034760468, -46.33825177045272, -42.75765065825164, -39.524724187211675, -36.60328306284981, -33.94579215411646, -31.540328685326525, -29.34778467305303, -27.357576124944586, -25.537824664786882, -23.879610399418294, -22.35715729686899, -20.95649080172172, -19.664982887134695, -18.471276067159074, -17.365199745073838, -16.33305206977628, -15.376420476302389, -14.479204078015304, -13.639602182370012, -12.84864646679506, -12.105153500362468, -11.401836392102425, -10.73538959697562, -10.102871368446047, -9.503952805130382, -8.93158660984173, -8.386155408308541, -7.865816691233404, -7.367169520891766, -6.890711797450807, -6.4350961809949085, -5.996192091095679, -5.570670429657437, -5.1713684471269685, -4.782544249380596, -4.4158840345573935, -4.047905652660096, -3.711297529182843, -3.3737060693720675, -3.055146912153186, -2.7455321224148417, -2.4530607226595884, -2.1687485768830657, -1.8926666673370347, -1.6248481569785111, -1.3652921831518305, -1.1200761882285577, -0.8823543473472788, -0.652097930452544, -0.4344146507903628, -0.21862432582305355, -0.014705420091839665, 0.18256743123097574, 0.37327534448373084, 0.5575132109018974, 0.7353877255380608, 0.9070155807129497, 1.069237321519863, 1.2289362421465886, 1.382773042185238, 1.5308899028752585, 1.6708176268428112, 1.8080791932143363, 1.9400547536265103, 2.066894274460445, 2.188747641275911, 2.3077228932346108, 2.4199400246013822, 2.529363121110557, 2.6325531726088207, 2.734595264891502, 2.8307174154131602, 2.9227126108588384, 3.0120213694347933, 3.098558311877665, 3.179969890674539, 3.2587712236931243, 3.334909707085811, 3.407398904965216, 3.4763907541488335, 3.542867195473981, 3.606027878949052, 3.6667502203721907, 3.7250306171202605, 3.780231436306183, 3.8330935595688764, 3.8836309927877317, 3.931340914757188, 3.9768447707682593, 4.020168521247986, 4.061342868648129, 4.1000105825034385, 4.137022861956903, 4.171662316426667, 4.204671616512535, 4.2354464996230075, 4.264631382554172, 4.291721968132325, 4.317273954055789, 4.34107425823257, 4.363174357817491, 4.383793753125484, 4.40278409302991, 4.42019970908174, 4.43621649435336, 4.4507385028549, 4.463820452572988, 4.475684026759192, 4.486096165663748, 4.495330594408545, 4.503275313799388, 4.510027598696784, 4.515613889861522, 4.520062233768428, 4.523402007742785, 4.525652500713831, 4.526874067251143, 4.527080316104768, 4.526303659381052, 4.524563688726225, 4.521896176885238, 4.518335017464682, 4.513913887808578, 4.508634832574625, 4.50251957018796, 4.4955910540572335, 4.4879150234106975, 4.479480398872797, 4.4703118826423625, 4.460434695843928, 4.450082825879217, 4.438927605400325, 4.426807991940283, 4.414295961344455, 4.4014380007296, 4.387671090911866, 4.373614811098745, 4.358680610646007, 4.342876209824336, 4.327502392325097, 4.311312426324485, 4.294318553030039, 4.277196854768354, 4.259311856276776, 4.240681616834886, 4.222662800320268, 4.203275981886017, 4.183878510960303, 4.164491893218678, 4.144468319447057, 4.123830282381801, 4.102601546414083, 4.081465780201611, 4.060437623049798, 4.038878391545505, 4.016812124042461, 3.9942634439907914, 3.9718938238567065, 3.9490807920124817, 3.925848787050823, 3.9022223907806426, 3.8788382707342417, 3.855095303547592, 3.8310170944219526, 3.807218450037895, 3.7825324293854297, 3.7581570559671333, 3.7335229543529143, 3.7086517513119683, 3.683564652341666, 3.6588281365284128, 3.6333629291485434, 3.608272208719104, 3.5825073333107946, 3.5571383895280677, 3.531147778188532, 3.5055720172451603, 3.4794247593415224, 3.453708739853701, 3.427468891600564, 3.4012092489360226, 3.3754006997576576, 3.3491349428010415, 3.3228896964986956, 3.2962442500274007, 3.2700837230766924, 3.2435611303162037, 3.2171194202286415, 3.1907680847270523, 3.164122122961777, 3.137598914744859, 3.1112059636316496, 3.0845788864238433, 3.058110123501623, 3.031805309391354, 3.00532000734446, 2.9790225797739147, 2.9525814044708274, 2.926020620180463, 2.8996851129914374, 2.8732618288623515, 2.8470805930560963, 2.820840431362257, 2.7945611502416514, 2.7682616368176327, 2.7422426643915245, 2.716226178784646, 2.689958014763868, 2.664265639576783, 2.6383519402864217, 2.6125014714269024, 2.58672736082248, 2.561041954375499, 2.5354568391791625, 2.5099828676102267, 2.4844044122194258, 2.4591876177372916, 2.4338947245522147, 2.408548832697558, 2.3835830910589784, 2.358587821523116, 2.3335832139301296, 2.3089713576920676, 2.2841822022859044, 2.2596116772622143, 2.2350848083932195, 2.2107910737430947, 2.1863930646398226, 2.1622483152729832, 2.138195980179433, 2.1142482783126715, 2.0904166061073943, 2.066711567395499, 2.043143003834245, 2.019720025620331, 1.9964510422884654, 1.97320796885577, 1.950140469351523, 1.9271256647741257, 1.9043048092152857, 1.8815600673061967, 1.859024699781523, 1.8364691645671887, 1.8142552722020697, 1.791823002311079, 1.7699636597044086, 1.7476020605174831, 1.7258201847435364, 1.7045937273271268, 1.6829272731252034, 1.6618204744764251, 1.6403273430797276, 1.6193952838892813, 1.598125789827259, 1.5774162467717006, 1.5572429020860121, 1.536775081361742, 1.5160544404707652, 1.4958859633253219, 1.475500863166807, 1.455660825493742, 1.4356366839366677, 1.4161490477083605, 1.3965064382865127, 1.3773905558040045, 1.3581457245740158, 1.3388011631908736, 1.3199831347028985, 1.3010860882579747, 1.2827020352913459, 1.2642572605372882, 1.245775258493678, 1.2277994739184293, 1.2092935317301852, 1.1917986458197711, 1.1738131362953488, 1.156327763131939, 1.1388672247162648, 1.1214479866036138, 1.1040854360814714, 1.0872097550028248, 1.0703948552345262, 1.0536538633415697, 1.0369989716853005, 1.020441470727305, 1.004352173363952, 0.9880095124739269, 0.9721334156230108, 0.9563722710064735, 0.9407341287632779, 0.9249145091744965, 0.9095527204627342, 0.8943338057176735, 0.879263230856527, 0.8643458961712092, 0.8493168895071738, 0.8347264193254956, 0.8200468000318178, 0.8057958927026039, 0.7914757028868429, 0.7773415103492344, 0.7633944639877154, 0.7496353901736954, 0.735852642086397, 0.7222711694242752, 0.7088903793804239, 0.6955157120428095, 0.682351447261784, 0.6693958473921021, 0.6566470374260684, 0.643759925711081, 0.6312623716400413, 0.6188135010098299, 0.6064251277254624, 0.5942597999405549, 0.5821666766066635, 0.5702978783800806, 0.5585109743893674, 0.5469483168297634, 0.5353456387750699, 0.5239739262829213, 0.5127059714654325, 0.5016659836685552, 0.490619536400993, 0.4798043608637988, 0.46899962341368057, 0.4584277387848778, 0.4478807768398565, 0.43756674586531374, 0.4273844666599574, 0.4172448540555704, 0.40724734413464014, 0.39739341227607944, 0.3876842172730305, 0.37804020632244173, 0.36862536676811786, 0.35920627960300366, 0.3499434159899545, 0.3408361942422215, 0.33181559214395956, 0.3229533588442729, 0.314184303989561, 0.30551324479663694, 0.29700426797862806, 0.2885397005726498, 0.2802406323810745, 0.27205043576553495, 0.26397185323196726, 0.2560072512795813, 0.24815864393431486, 0.240380510603254, 0.23277021631847747, 0.2252359276635539, 0.2178255240624024, 0.21049828061077114, 0.20329835045831693, 0.19618719341760008, 0.18920550630625563, 0.18228103101936005, 0.17552412194896816, 0.16876310925566324, 0.16220405992142542, 0.155869689700159, 0.14944829858314043, 0.14296068721509098, 0.13698505022848925, 0.1309407843487719, 0.12484611665631329, 0.1189690822203258, 0.11305660513850675, 0.10735735998621702, 0.10186044901399662, 0.0963387078247043, 0.09101478348707494, 0.08567702245813263, 0.08033778614618556, 0.07519544830867116, 0.07023985106699471, 0.06528783883281669, 0.06034946211478485, 0.05559486293815627, 0.050859621075682294, 0.0461521246524844, 0.041623341769188305, 0.03726394146570074, 0.03279966988044335, 0.0286353538603162, 0.02437907035803429, 0.0202871270929017, 0.01623741781587422, 0.012234971015555374, 0.008389028640363219, 0.004590689867765621, 0.000844001703744137, -0.0028473938164534493, -0.00639124346690472, -0.009880889629039427, -0.013313461576093845, -0.01668642077830836, -0.019922115200959056, -0.02317262446919684, -0.026288318328364816, -0.029342941797170865, -0.032335062602357106, -0.03526348420957755, -0.038127230630489145, -0.04092553157897936, -0.04365780804529208, -0.04632365834338364, -0.04892284467477507, -0.05145528024142193, -0.05392101693063739, -0.056320233586799454, -0.05865322487737146, -0.06095923432056591, -0.06315929467302465, -0.06533001105941054, -0.06743340657530252, -0.06947040729350937, -0.07144199117605761, -0.073349181105229, -0.07522070053386425, -0.07702727532461226, -0.07879517606507778, -0.08049822239930872, -0.08213789501960175, -0.08373700466683762, -0.0852734665689104, -0.08674888887030135, -0.0882010875468081, -0.0895743532436753, -0.09092184004022126, -0.09219397516564767, -0.09343837700170503, -0.09462463858485318, -0.09576737975304722, -0.09686612412955042, -0.09790931831042327, -0.09890940989911011, -0.09986624193414295, -0.1007797750409541, -0.10165007792071253, -0.10247731819914019, -0.10325434183673546, -0.10399685594041891, -0.10469729374336392, -0.1053561358143376, -0.10597392198698023, -0.1065561746089826, -0.10709324358217691, -0.10759527684049346, -0.10806181343746714, -0.1084858944327261, -0.10887539523054776, -0.10923014438098907, -0.10954778075364972, -0.10983126722945556, -0.11007899502607794, -0.11029340700028793, -0.11047472589011566, -0.11062233279540352, -0.11073866127266611, -0.11082251494935019, -0.11087525282775593, -0.1108973674122982, -0.1108892503837666, -0.11085158743092705, -0.11078453874022583, -0.11068891536872666, -0.1105654063542904, -0.11041377882736003, -0.11023543268313118, -0.1100299309927754, -0.10979900503964966, -0.10954202798619844, -0.10925949071770566, -0.10895192359717652, -0.10861648396922752, -0.10826755719524524, -0.10788483514539325, -0.10748692936483602, -0.10705536947701352, -0.10661025673805961, -0.10615297460822751, -0.10566326203461132, -0.10516293653970667, -0.10463083081218126, -0.10406697053007224, -0.10351761771366456, -0.10291477604207624, -0.10230504709844322, -0.10168948031607526, -0.10104507421819207, -0.10039635219697486, -0.0997199669278814, -0.09901643336192574, -0.09831070835931255, -0.09760356525772892, -0.09684686778709713, -0.0961145021415954, -0.09533392197398151, -0.09455461469305965, -0.09375290351302651, -0.09295373011981163, -0.09213351843662765, -0.09129305081181417, -0.090456956948662, -0.08957827899525148, -0.08872884746272687, -0.08783846325612706, -0.0869547983432382, -0.08605514766520711, -0.08514032877223161, -0.08421116376466008, -0.08326847611151653, -0.08233519304456052, -0.08138955464303038, -0.08043234994076393, -0.07946436145315292, -0.07848636303028038, -0.07749911791019976, -0.07650337696910724, -0.07552022608860899, -0.07450941847774281, -0.07351208585449223, -0.07248902013493048, -0.07146097529533234, -0.07044758346167307, -0.06941123305742736, -0.0683717965707346, -0.06732986511912635, -0.06628600907890904, -0.06522320485719672, -0.06417740803156154, -0.06311426335799684, -0.06205182680046924, -0.06099055967104583, -0.05993090209947844, -0.05885738859712048, -0.05778685533592328, -0.056704345981703055, -0.055626087331386645, -0.05455240136090068, -0.05346908542199762, -0.052391464043523, -0.05130582517513721, -0.050226899848113904, -0.04914145844076271, -0.04806364781251884, -0.046980711676317545, -0.04589356050276541, -0.04481548102540647, -0.04373440603274434, -0.04265115310508395, -0.04156650697044023, -0.04049264561487568, -0.039407195662179, -0.03833346402826027, -0.03726068752944456, -0.036179006795036994, -0.03511023000475912, -0.03404420757632856, -0.03297165758896886, -0.03191295098647347, -0.030849136236470797, -0.029790479569688097, -0.028737397890103752, -0.027681509506964228, -0.0266323511677734, -0.025590252142842475, -0.02454733669775291, -0.02351244801354659, -0.022478031812174455, -0.021444867328589606, -0.02042113092063946, -0.019399728621692144, -0.018381330697729376, -0.017373483459864735, -0.016362787207258544, -0.015363467783121932, -0.014362728964340725, -0.013374067034846625, -0.012385268831483357, -0.011403180729255141, -0.010428200865706793, -0.009460698229514973, -0.008495506050501967, -0.007538728087077374, -0.006585415628136086, -0.005641321192038684, -0.004701707417786384, -0.0037671633748666477, -0.0028382400178001517, -0.0019291789051068986, -0.0010260001130693822, -0.00010315650024106325, 0.0007946297662988426, 0.0017093985050990075, 0.0025988835038359076, 0.003464124325642447, 0.0043438365646484, 0.00519918095732554, 0.0060668133222853944, 0.006910069265527836, 0.007763626617338344, 0.008592902646198972, 0.009398910212234768, 0.010244363816574124, 0.011034964845171927, 0.011861659986436082, 0.012635574600132388, 0.013442477701054837, 0.014225252224802568, 0.014984938365456162, 0.015747566334815957, 0.016511842997799866, 0.017253005764422787, 0.01799488939919592, 0.01873636542684418, 0.019454939791178724, 0.020172392333153582, 0.02086762454451973, 0.021580607649677456, 0.02225196758683286, 0.022939343512323573, 0.023622456237885423, 0.024283466916598148, 0.024939927329512314, 0.025575152600910922, 0.02622109081546215, 0.026845631618114808, 0.027464228173153332, 0.02807635928791977, 0.02868154511388168, 0.029279345665937467, 0.029856752425880186, 0.03043905492289069, 0.031001118208776702, 0.031566555449397786, 0.03211199723340718, 0.03264892192066657, 0.03318725682203354, 0.033706093624247174, 0.03421579004071026, 0.034725278321068295, 0.03522465382416598, 0.03570541145611095, 0.03618464950765165, 0.03665357125072942, 0.03711214867405733, 0.03756757143747691, 0.03800515849276448, 0.038439063278587135, 0.038862141077071775, 0.03928057735290569, 0.039681965554622785, 0.04007839312042405, 0.04046925076330429, 0.04084882055150572, 0.041217258524798156, 0.04157944830876231, 0.04193041702579642, 0.04227466774196946, 0.04260768915192828, 0.042933624620942315, 0.043252140298312605, 0.043559368615847104, 0.04385895834469232, 0.044150661335951955, 0.04443118800393888, 0.0447037327862099, 0.04496812011873569, 0.04522420068186828, 0.045471849942606994, 0.045710966712097484, 0.04593925366589293, 0.046161214463876395, 0.04637446075555684, 0.04657897095570945, 0.04677474008608361, 0.04696177855337017, 0.04714011097645599, 0.04731120003089717, 0.04747347580931477, 0.04762701051488348, 0.04777302847085096, 0.04791030407242675, 0.048039917558783375, 0.04816085258016502, 0.04827405356576825, 0.04837869548747936, 0.04847559505179248, 0.04856469962566089, 0.04864597599819337, 0.0487194090898347, 0.048784593394895284, 0.0488424194062491, 0.0488924507708369, 0.04893449316726309, 0.04896913445601747, 0.048996289507337844, 0.049015711690361986, 0.04902772510335629, 0.04903229303194283, 0.04902948954004187, 0.049019389066793345, 0.04900200749641777, 0.04897737144958268, 0.04894552198873366, 0.048906087500169226, 0.04886041249300141, 0.04880892684390498, 0.04874904823639051, 0.04868038139760162, 0.04860957774339243, 0.04852657439930527, 0.04844223599616947, 0.048349287261401995, 0.048247490841463674, 0.04814117296815151, 0.04802600712905535, 0.047906704296950424, 0.047783610870337195, 0.04765191527878961, 0.04751153379186763, 0.04736779857512528, 0.04721553069382732, 0.04706031040903746, 0.04689674604810906, 0.04673062643467267, 0.04655638000930283, 0.04637996784711327, 0.04619566886955767, 0.0460035534079858, 0.04580371159755718, 0.04560237411277039, 0.045399774313092764, 0.04518375303394169, 0.04496678134765837, 0.04474906847471056, 0.04451831909821852, 0.04428715670610041, 0.044049509541023255, 0.0438055451515978, 0.04356168984519637, 0.04330561901780316, 0.04305000636481668, 0.04279499851220776, 0.04252834396898396, 0.04225646643184529, 0.041985705410344035, 0.04170395363202194, 0.041423659838548364, 0.04113888241471457, 0.04084982105512957, 0.04055667636730831, 0.04025964928488103, 0.03995894052157552, 0.03965475006578749, 0.039341500570079256, 0.039030992684196825, 0.03871759591093065, 0.038401502937375966, 0.03807734271382261, 0.03775097838009505, 0.03742804117554741, 0.03709776648136169, 0.03676051416325226, 0.036427166736167846, 0.03608731404056119, 0.03574644707024251, 0.035404729271395825, 0.03505731668807846, 0.034709497053343544, 0.034356550892625244, 0.034003625336984256, 0.033650859573941976, 0.03329372191145916, 0.03293714202698974, 0.03257671434895032, 0.03221276224182696, 0.031849993562680166, 0.031484192885485054, 0.03111991780801009, 0.030753079233278337, 0.030383971237761945, 0.03001288149177166, 0.029644065200784084, 0.029269778279244006, 0.028898167495792878, 0.02852551811157163, 0.028152082208997984, 0.027778104236541364, 0.02740025588047671, 0.027025962957574493, 0.026651813971333083, 0.026274656907472996, 0.025898193157230086, 0.025522617995754903, 0.02514811868343216, 0.024771770153673243, 0.024396975325960402, 0.02402389565978884, 0.02364976998740138, 0.023274930014019535, 0.022902486978512507, 0.022532567165607104, 0.022159948703599438, 0.021790320956412305, 0.021421231618883776, 0.021052947328050454, 0.02068572339276639, 0.020319803840585685, 0.019957744608456927, 0.019595065813595373, 0.019234357527334253, 0.01887581976140654, 0.018517535617779857, 0.018161894979925767, 0.017809064047594622, 0.017457247709134063, 0.017108643540251642, 0.016761533898688646, 0.016416189109648798, 0.016072865600835314, 0.015736930485979773, 0.01539988669315655, 0.0150557665748704, 0.014737008862393137, 0.014396118680723064, 0.014079900277605677, 0.013743464688110357, 0.01343098150983114, 0.013113675398822248, 0.012792410559276504, 0.012493601599315455, 0.012178489703066921, 0.011873072542269693, 0.0115769703588606, 0.011278517922777734, 0.010989365427003364, 0.010698543312410984, 0.010406711625198569, 0.010124413474874907, 0.00984166869933236, 0.00956832375985916, 0.009303990722555815, 0.00903097780120998, 0.008767417371496748, 0.008512907078275412, 0.008251494369056232, 0.0080069743860696, 0.007756427119435493, 0.0075149991621676375, 0.007275572534542039, 0.007038507277615348, 0.0068103526883114595, 0.006584723896590125, 0.006361921540551193, 0.006147746162890851, 0.005936489283601735, 0.005728397694919518, 0.005523696598666897, 0.005322590063500205, 0.005129755357816397, 0.004936177031840269, 0.004750810411057522, 0.004569303004207481, 0.00439177833660926, 0.004218342821257825, 0.00404908646196723, 0.0038840835803553193, 0.0037265339889287004, 0.003570056030836059, 0.0034179730003661823, 0.0032703039711910287, 0.003127056114194925, 0.002988225453661184, 0.0028537976135088444, 0.002723748550585856, 0.002598045272410902, 0.002474643015384294, 0.0023576029922698087, 0.002242958374335093, 0.0021309348662148326, 0.002024949877596793, 0.0019215974630122446, 0.001822479748940053, 0.0017274929693183443, 0.0016352511024476523, 0.0015470726616397302, 0.0014628370728459728, 0.0013813550675581194, 0.0013026974078861192, 0.001227858337739921, 0.0011566980993110941, 0.0010882503697225755, 0.001022536635751192, 0.0009602896852469044, 0.0009006839912215753, 0.000843710082756424, 0.0007893476815930636, 0.0007381158422654189, 0.0006893498380116446, 0.0006430091127585008, 0.0005994872112400543, 0.0005578152476080264, 0.0005187881871706445, 0.0004815545825933619, 0.00044645552338281865, 0.0004137187807249857, 0.0003826478146371754, 0.00035349085527309397, 0.000326170335940813, 0.00030039310732106684, 0.00027652776197970697, 0.0002540815221381331, 0.00023302256274357347, 0.00021361484456217187, 0.00019532403465248938, 0.0001785222772872302, 0.0001627531323482233, 0.00014821073705190453, 0.0001347234631276761, 0.00012232797638406427, 0.00011087383305121093, 0.00010031311960218472, 9.059757804192128e-05, 8.167901919724456e-05, 7.350968953159421e-05, 6.604259262149734e-05, 5.923176689961247e-05, 5.299661928553233e-05, 4.736964038483624e-05, 4.224060520841417e-05, 3.7579304094432145e-05, 3.3377800211813156e-05, 2.9598294175608905e-05, 2.618774043786095e-05, 2.3118900411585672e-05, 2.037876513670967e-05, 1.7925089874473713e-05, 1.5692950532423877e-05], 'MSE': 35240.535166775335, 'R_2': 0.7443862066432234, 'U_norm': [-97.18297450828958, 0.011062162242214502, 0.010547797224625602, 0.009812011868145122, 0.008788078500703157, 0.007400299111913163, 0.0055672184739289305, 0.0032068969797787853, 2.5755345593364796, 63.84694451387207, 34.21580811178316, -0.012684252299293208, -0.01809485335688061, -0.023845450525643755, -0.029794012767556964, -0.0357625089112141, -0.041563005817297084, -0.047011375462038346, -0.051939918616280195, -0.056208274077942336, -0.05971073535683606, -0.06126921148432245, -0.06122377926427098, -1.453761582258241, -0.05852284875470686, -0.05609606619363254, -0.05313889346718037, -0.04978987637187304, -0.046180043909138435, -0.04242779695049204, -0.03863587783532229, -0.03488993472376211, -0.03125836391403219, -0.0277931628586841, -0.024531439721147977, -0.021497284445044534, -0.018703836760697836, -0.01615535167723375, -0.013849122683892705, -0.011777230260428893, -0.00992804547295853, -0.008287489217560626, -0.006840055202626007, -0.005569611279796261, -0.004460008711107424, -0.0034955260699446053, -0.0026611773746063956, -0.001942911187910497, -0.001327723881053173, -0.0008037087163679946, -0.0003600573054150644, 1.297234303472619e-05, 0.00032411005664956607, 0.0005811414591852237, 0.0007909832237579257, 0.00095976092605454, 0.0010928861743157937, 0.0011951307553938343, 0.0012706963417718747, 0.0013232789128504686, 0.0013561274882550865, 0.0013720970966927867, 0.0013736961259543795, 0.0013631283482276571, 0.001342330005142782, 0.0013130023827156593, 0.001276640322054889, 0.0012345571037852324, 0.0011879061231580238, 0.0011376997442822147, 0.0010848256896765064, 0.0010300612892792784, 0.0009740858793497294, 0.0009174916099563326, 0.0008607928883287067, 0.0008044346561745421, 0.000748799672292445, 0.0006942149469741013, 0.000640957453057181, 0.0005892592186712136, 0.0005393118899461433, 0.0004912708368834113, 0.0004452588646576471, 0.00040136958208122534, 0.00035967047138019045, 0.0003202056961332671, 0.00028299867726697326, 0.0002480544623752634, 0.0002153619078996181, 0.0001848956908281704, 0.00015661816281504644, 0.00013048105807367272, 0.00010642706404438834, 8.439126357046172e-05, 6.430245590159539e-05, 4.608436355554461e-05, 2.9656731141084967e-05, 1.4936321912025635e-05, 1.8378177065597779e-06, -9.725373074261499e-06, -1.984039381254198e-05, -2.859429952306935e-05, -3.607349295363752e-05, -4.236323167258982e-05, -4.754720145425487e-05, -5.1707150452468204e-05, -5.4922579923608775e-05, -5.727048685788158e-05, -5.882515434822985e-05, -5.965798578424058e-05, -5.983737887891478e-05, -5.9428635490436296e-05, -5.8493903353210144e-05, -5.709214619583566e-05, -5.527913832945359e-05, -5.3107480911790816e-05, -5.06266364365247e-05, -4.7882978720204904e-05, -4.491985605146754e-05, -4.17776651032862e-05, -3.849393375188012e-05, -3.5103410786384264e-05, -3.1638160820774155e-05, -2.8127662525516873e-05, -2.4598908877241667e-05, -2.1076508202471133e-05, -1.758278489522155e-05, -1.4137878868880308e-05, -1.0759843056514764e-05, -7.464738062601174e-06, -4.266723361189741e-06, -1.1781446244393374e-06, 1.7903831730336307e-06, 4.629896800328064e-06, 7.333010055256539e-06, 9.89384259878614e-06, 1.2307951975448472e-05, 1.4572268057784107e-05, 1.6685028833594065e-05, 1.864571646594343e-05, 2.0454992105782067e-05, 2.2114628110871503e-05, 2.362743577261783e-05, 2.499718725202416e-05, 2.6228530134468727e-05, 2.7326893860184643e-05, 2.829838761216188e-05, 2.9149690108397367e-05, 2.9887932600486376e-05, 3.052057739844801e-05]}, 'iteration_12': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-18308.85286640889, -0.21158097191438904, -0.2289449931162579, -0.2593974325110125, -0.3098273590636378, -0.3877625732770129, -0.504946965004791, -0.6753880140260385, 2035.2347890100273, 11685.262647268519, 5254.32927927332, -2.164162999581397, -2.749899148071784, -3.40916665765199, -4.126557248629491, -4.879857260461037, -5.643135654746128, -6.388894356795103, -7.090226033600222, -7.722850781794051, -8.266650363325212, -8.521312002854428, -8.297684561105907, -339.85134732756234, -8.328030867409774, -8.034841464097898, -7.655986243130229, -7.210496883435888, -6.71695256011757, -6.192664974242285, -5.6531388953935995, -5.111762940837077, -4.579687746803287, -4.065855063727376, -3.577119470629882, -3.118434379313356, -2.693080089806113, -2.3028979323869025, -1.9485396412014673, -1.6296866049742265, -1.3452700347652888, -1.093658220522604, -0.8728245314641281, -0.6804895737508349, -0.5142393661352002, -0.37162045159640494, -0.25021406466781654, -0.14769165122224162, -0.06185417892955926, 0.009342152474142624, 0.06777131747243674, 0.11513171969879883, 0.15294720694141645, 0.1825730569514367, 0.20520541949972804, 0.22189297094702629, 0.23354978797576936, 0.2409686702953336, 0.2448343368203209, 0.24573608478056985, 0.2441796377950496, 0.24059801854122273, 0.23536136674953045, 0.22878568674213207, 0.22114055393800588, 0.21265583997809293, 0.20352753463258827, 0.19392275153613384, 0.18398400768641016, 0.17383286445444288, 0.16357301323942547, 0.15329288237246627, 0.1430678343373646, 0.1329620147023689, 0.12302990639926221, 0.11331763577236117, 0.10386407021327498, 0.09470174140923945, 0.08585762288298435, 0.0773537863009659, 0.06920795704960557, 0.06143398643977614, 0.054042255373568895, 0.047040021995504826, 0.040431724134104174, 0.034219245569651044, 0.02840215366892024, 0.02297791456185668, 0.01794209074145075, 0.013288524953603794, 0.009009513258388113, 0.005095969409034355, 0.0015375820622559717, -0.0016770341708907742, -0.004560193259797269, -0.007124997547604591, -0.009385202864541238, -0.01135508912468392, -0.013049336791155905, -0.014482909696371303, -0.01567094461479972, -0.016628648049987264, -0.01737120053083873, -0.01791366870477874, -0.01827092533353571, -0.01845757726769545, -0.01848790135676374, -0.01837578819625592, -0.01813469363837604, -0.017777597801127736, -0.017316971342122726, -0.01676474855583808, -0.016132306849904868, -0.015430452125811116, -0.014669409492604764, -0.01385881881921811, -0.013007734586199145, -0.012124629502398012, -0.011217401458880841, -0.010293383361435213, -0.009359355455595372, -0.008421559720409734, -0.007485715951081975, -0.006557039121238355, -0.00564025770406513, -0.004739632655017023, -0.0038589767572437318, -0.003001674151693476, -0.00217069976386772, -0.0013686384727762662, -0.0005977038153550227, 0.000140243920713802, 0.0008436803000063527, 0.001511400110577851, 0.0021425014892861374, 0.0027363707788615878, 0.003292668010147627, 0.0038113128925333583, 0.004292471120856635, 0.004736540805194272, 0.005144138715110878, 0.00551608605775244, 0.005853393461664697, 0.006157244824353949, 0.006428979788096768, 0.006670074620843177, 0.006882121460415988, 0.0070668059975950714, 0.007225883871342819, 0.007361156263946883], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [175.43588158329416, 7342.079923472581, 3405.0262861101114, 1338.5390229570337, 420.9825663587982, 32.309191952683584, -122.79096095824521, -176.42456233634627, -187.19607567328512, -180.6854770596569, -167.897663212862, -153.43105979252329, -139.21373374960933, -125.83754282369456, -113.62732668973197, -102.51096545600356, -92.4491456231696, -83.4351968014325, -75.31541990309408, -68.01462213700869, -61.46018016588203, -55.6202912351807, -50.3520952029121, -45.66614687408598, -41.4464179210317, -37.67413012599525, -34.30226853728728, -31.28788047208539, -28.577027780020682, -26.152722662319643, -23.970795718663716, -22.01612367831241, -20.25296747457707, -18.668489160276568, -17.23408582367591, -15.933029548534066, -14.750254976663665, -13.672266594276916, -12.687035564501302, -11.779847443182327, -10.949747884769126, -10.180647234394433, -9.469187633608081, -8.80615240376696, -8.189130716718346, -7.610831780468755, -7.0674906837423475, -6.555801531162608, -6.074698491974112, -5.617856158084113, -5.185032995032318, -4.774289312809803, -4.38254940465517, -4.0098766704668884, -3.6549348278133365, -3.3142838099553784, -2.9851767116946992, -2.6773646216893954, -2.3785663570630247, -2.0976480426521986, -1.8165563721953342, -1.5601769567214485, -1.3037888449480994, -1.062560164130912, -0.8287897393824145, -0.608614180464482, -0.39521993384861687, -0.18864052153357644, 0.011118925269735628, 0.2040789438722048, 0.38576497165921286, 0.5612916598693565, 0.7306981829863932, 0.8902667003172889, 1.0478450471552365, 1.1961648665378803, 1.3390673203607963, 1.4766305593360711, 1.6089433306545755, 1.7361034043385597, 1.8582161276654046, 1.9730735137528845, 2.085571663162561, 2.1933635392124966, 2.296573177284057, 2.3935206480485944, 2.488057050434989, 2.578386672006721, 2.664638050416053, 2.7469392321154245, 2.826726130976272, 2.901423815639205, 2.9736992405314004, 3.0413080777117276, 3.10759720668817, 3.169481618140101, 3.228158467856192, 3.2845628704629535, 3.3386456972525047, 3.388966902340204, 3.4371126453942864, 3.4830581589069447, 3.5262288560030375, 3.5667483232098967, 3.605215013524027, 3.641187854736899, 3.675189722544963, 3.7072313640005117, 3.7369870635248748, 3.7648820043889026, 3.790939217418791, 3.814926759271347, 3.8371852788231884, 3.8577456779703985, 3.876642052712295, 3.8937413332345225, 3.909441636959352, 3.9234608997636453, 3.9361239701547537, 3.9472238552802548, 3.957019860851621, 3.9653701737965714, 3.9724756827162713, 3.97829694221412, 3.9828795462286175, 3.9862927848439766, 3.988537829455248, 3.9896611633472725, 3.989704589209795, 3.988700799541257, 3.9866953747159637, 3.9836803055319505, 3.9797584023636494, 3.974876721559503, 3.969132648212474, 3.962520495499291, 3.9550681724065107, 3.946804328769949, 3.937758157076201, 3.9280245742189046, 3.9175058443126067, 3.9062936037501355, 3.894417605952083, 3.881830884660543, 3.8686349971484604, 3.854859553652447, 3.8405336467084625, 3.825602131374968, 3.8100891201553737, 3.7940191515644126, 3.777503945091843, 3.7604830351895515, 3.74298093939928, 3.7250221214614134, 3.7069868515671405, 3.688277223654284, 3.668647158406718, 3.649012547108204, 3.6293962585267407, 3.6089296383712304, 3.58852494106258, 3.567317896226023, 3.5453374786359326, 3.524357334016615, 3.502642867659125, 3.4802240286477817, 3.4579839542529713, 3.4350879830116745, 3.4115680378534528, 3.3891115183860867, 3.3652424813730972, 3.34163866697385, 3.3183041360395835, 3.2944513489173026, 3.270111472139943, 3.2453158516458873, 3.22085488133754, 3.1967276311541792, 3.1721941002932112, 3.147283623645779, 3.1220252896335414, 3.0971528546709837, 3.0719670628313245, 3.0464952921852655, 3.020764409777118, 2.995460883550854, 2.9699274620964973, 2.944188949830181, 2.9188961782628136, 2.8928078847847405, 2.867189103570149, 2.8414351062872485, 2.81556712271443, 2.789605626295204, 2.764130990079909, 2.7380299417783966, 2.712431492441426, 2.6862637267136655, 2.6606115124171184, 2.6344436458674783, 2.6088015894939103, 2.5826940689715263, 2.5571200541880983, 2.5311273031081893, 2.5052154282870216, 2.4798439890636557, 2.4541175774085713, 2.428504065605813, 2.4025925516294904, 2.377241168394587, 2.3516264224384744, 2.326175524713091, 2.3008949217887675, 2.2754144369245926, 2.2501322959933145, 2.2250528970576053, 2.1998289217709925, 2.1748310118101104, 2.1500617405144387, 2.1251955435012104, 2.1005770039518845, 2.0758943126081766, 2.0511699222504762, 2.026723386015085, 2.002262549159223, 1.978091196354601, 1.9539298617171275, 1.9297962736378116, 1.905707160374431, 1.881936303378603, 1.8582279378811426, 1.8343506030299035, 1.8110546845620101, 1.7876155935473612, 1.7642906436789443, 1.7410906565584234, 1.7180256768507198, 1.6951050030098134, 1.6723372182180791, 1.6495291357243274, 1.6270952033177393, 1.6046447071297225, 1.5821981759790298, 1.5601378891758384, 1.5381004886696354, 1.516103594440932, 1.494499546183087, 1.4727870867989747, 1.4513126574919375, 1.4299223774881995, 1.408780527311616, 1.3875929406188718, 1.366669538405932, 1.3458698489847796, 1.3252037821248515, 1.3046804720021432, 1.2843083110040614, 1.264094983484996, 1.2440474992799653, 1.2241722268095654, 1.204359262048925, 1.1847356428589113, 1.1651962423624243, 1.1458603604797475, 1.1266274883796583, 1.1076096201323353, 1.0886126090687793, 1.0699404330612277, 1.051122118464952, 1.0328206825561725, 1.0141358571602244, 0.9959716274597655, 0.9783050378435217, 0.9603074499984913, 0.9428090767633092, 0.9250253729796413, 0.9077399567251913, 0.8902104674134979, 0.8731761223081086, 0.8566149138267438, 0.8398445050594304, 0.8229005364037323, 0.8064407487349978, 0.7898371240516233, 0.7737094795104009, 0.7574644437235973, 0.7416860118656141, 0.7258136417415136, 0.7103975403471668, 0.6949082335549003, 0.6793700564978632, 0.6642852831819437, 0.649167692397588, 0.634490126860962, 0.6197937376922833, 0.6050977812369523, 0.5908335414993948, 0.5761790109130117, 0.5623537912015789, 0.5481702397424418, 0.534409984938371, 0.5206980279090857, 0.5070474837835738, 0.49347052703707406, 0.480302546362405, 0.46721006126111964, 0.4542033248589121, 0.441291786372547, 0.4284841223129255, 0.41606611143795846, 0.403480686329497, 0.3912821130770435, 0.3791991272811017, 0.36723769371135345, 0.35516550395621777, 0.3434701239331203, 0.33191060311406473, 0.3204907541343722, 0.3092139239278464, 0.2978801984765944, 0.28690406869896695, 0.2758880747898484, 0.26522036170055313, 0.25452762393583733, 0.24400063225893381, 0.23363967291107873, 0.2234447805486044, 0.21325916502701361, 0.20324906128585193, 0.19341336547954416, 0.1836089773566301, 0.17398552876986959, 0.1645410157046694, 0.15527334068695614, 0.14593198415954242, 0.13689934024380992, 0.1279282215529789, 0.11902736524014029, 0.11031322315342275, 0.10167737060715257, 0.09322805115607255, 0.08486344653895543, 0.07668414598350505, 0.068503195950336, 0.06051162574416349, 0.052619496937739485, 0.04491326305443701, 0.03722913627976604, 0.029732316647301554, 0.022269499211038938, 0.01499406195964096, 0.0077626133708269965, 0.0007174647494886707, -0.006211223317218315, -0.013084061045767191, -0.0198336807555082, -0.02645952784215194, -0.03296128562899979, -0.03939236974721247, -0.04564393448829659, -0.05187118809674546, -0.057967944607908814, -0.063935199051451, -0.06981848870522589, -0.075571353949703, -0.08123648522560359, -0.08681086847033599, -0.09225373697126467, -0.09764054085372575, -0.10289442535962733, -0.1080517740165765, -0.11311113481128145, -0.1180713355846417, -0.12293146487125801, -0.1277198274188904, -0.1323768930935253, -0.13695930816764695, -0.1414381696739846, -0.14583835568025372, -0.15013364682812455, -0.1543473727023503, -0.1584557836460978, -0.16250157766493947, -0.16642071045037776, -0.17031279371529928, -0.17405948528451404, -0.17764963823835606, -0.18125982201437124, -0.18487619245378378, -0.1881785526467468, -0.19148988615408566, -0.1947982524033531, -0.19795829646186408, -0.20110633753923893, -0.2041102122327127, -0.2069778449615243, -0.20982802546852328, -0.2125461086368048, -0.21524051775400785, -0.21790363017808526, -0.22043698791818817, -0.22284784872223135, -0.22522582090332827, -0.22756493422025187, -0.22978520814144587, -0.23196410025155173, -0.2340968261336321, -0.23611575736274118, -0.23802741059657725, -0.23995129647017505, -0.24171373095214105, -0.24348149804084254, -0.24514750838181895, -0.246762454767734, -0.24832386050009073, -0.24979014250084633, -0.2512038954914294, -0.252563292739947, -0.25386678130312024, -0.2550829833910274, -0.25624516398385516, -0.25735226058124466, -0.25840342823888185, -0.25937579473630673, -0.26031515746678924, -0.2611783804347875, -0.26198737349642315, -0.26274197187449655, -0.2634421556962425, -0.264088038617973, -0.2646798568228802, -0.26521795843290136, -0.26570279336583164, -0.26613490366024484, -0.2665149142831984, -0.2668435244290818, -0.2671214993122773, -0.26734966245143454, -0.2675315774738333, -0.2676619269038503, -0.2677462645554832, -0.26778302365182294, -0.26777334597061037, -0.26771838801615017, -0.2676193166398378, -0.26747481055555666, -0.26728736890337024, -0.26705462657361445, -0.2667804550634787, -0.2664662120409676, -0.2661081013162299, -0.26571170359243373, -0.2652783965996112, -0.26479680625822555, -0.2642862692929067, -0.26372805671724764, -0.2631437310559248, -0.26251261584353175, -0.2618502684921108, -0.2611499163223337, -0.26041222568817146, -0.25964653834549395, -0.25884541526169874, -0.2580096428428606, -0.25714005298762777, -0.2562375168549597, -0.2553029389794079, -0.2543467747629259, -0.2533510344618873, -0.2523260998077297, -0.2512729577048898, -0.2501926043137055, -0.2490761354419391, -0.247944323837408, -0.24677833759000997, -0.24557910522508444, -0.24436763962832708, -0.24312494242615376, -0.24185201529205091, -0.24055990167214483, -0.23923961373865463, -0.23790217697765856, -0.2365386348180884, -0.2351500544268144, -0.23374736777864716, -0.23231189471632113, -0.23086436979903094, -0.2293960015944334, -0.2279078501914652, -0.22639140449200248, -0.22486690614173066, -0.22331633681894594, -0.22175028603863214, -0.22016976192252047, -0.2185665821455081, -0.21695106116553292, -0.21531515930618197, -0.213668983873231, -0.2120046397595456, -0.21032330089932547, -0.20862612462032726, -0.20689723201187513, -0.20520560783836583, -0.20345084868022897, -0.20171788850178674, -0.1999255680943621, -0.19815669343359127, -0.1964109833767311, -0.19461036533072415, -0.192834378342593, -0.19100703140203126, -0.18913116165304492, -0.18735637851811376, -0.18546196633976827, -0.18359639302306516, -0.18175908142423036, -0.1798804001624891, -0.1780309355355111, -0.17614315436372846, -0.17421961390691132, -0.1723275364793314, -0.17046617333761357, -0.16850957543573544, -0.16664788740124825, -0.16469567426127094, -0.16277723592947435, -0.16083327916678428, -0.15892334701902192, -0.15699015439942413, -0.15503578506301094, -0.15311659799033864, -0.15112489975112414, -0.14922263002439018, -0.14725165064212162, -0.14531752535162332, -0.14336967559473157, -0.14140981626782156, -0.13943960473230485, -0.13746063971427214, -0.1355202018698583, -0.1335722191883974, -0.13161813816304951, -0.12965934807413482, -0.12769718099117788, -0.12573291200201822, -0.1237677596473503, -0.12184257895931375, -0.11987826839415201, -0.11795448166730096, -0.11599527531684921, -0.11404048241360752, -0.11212672410553035, -0.11018263982207904, -0.10824552845985111, -0.10631614365759592, -0.1043951938560604, -0.10245129779356758, -0.10054986531331651, -0.0986280656093439, -0.09671844615892312, -0.09482147118887076, -0.09293756931323043, -0.09103911613858362, -0.08915574670258403, -0.08726098914214069, -0.08538308002447574, -0.08352221063949695, -0.08165358523779043, -0.07980345403458923, -0.07794807974501168, -0.07611244160864282, -0.07427382544248241, -0.07245598957143733, -0.07063720718255143, -0.06881892919392778, -0.06702315872418167, -0.06522957221337865, -0.06343942295538185, -0.0616538937683212, -0.05989280192197015, -0.05811932733324223, -0.056371420393824576, -0.05463132387019841, -0.05288299614441624, -0.05116153909943286, -0.04945036650032741, -0.04773450712282889, -0.04604639412314153, -0.04435564658221787, -0.04267849158477038, -0.041015423313198074, -0.039353103227586575, -0.03770643937956071, -0.03607577616354951, -0.03444867583437995, -0.0328388189738077, -0.03123433317745853, -0.02963635526445883, -0.028057403997358007, -0.026486407631251447, -0.024924311657396735, -0.023382557876421173, -0.02184055442917348, -0.020319910435167315, -0.018801053262837684, -0.017304365469470576, -0.015811252296727484, -0.01433198012684651, -0.012867038628688082, -0.011416871370981817, -0.00997365240376798, -0.0085464245416476, -0.007127718162827362, -0.005726005053630487, -0.004334159818736596, -0.002952987067196481, -0.0015832294372366215, -0.0002457446315910886, 0.001080175708034473, 0.0024319823711403165, 0.003744202572512955, 0.005078331875202497, 0.006372776075634406, 0.007629286724974941, 0.008904137953206858, 0.01014109462994709, 0.011393224849662816, 0.012607672307405567, 0.013834443434723745, 0.015023895639828096, 0.016177685931680987, 0.01738551746496735, 0.018512735595194316, 0.019689085594442077, 0.020788167241865423, 0.021931862862946492, 0.023039171189119193, 0.024111750524359293, 0.025186425001145693, 0.026261343365866305, 0.02730175386180578, 0.028341192654242398, 0.029378063996994067, 0.030380991606224764, 0.031380454634731256, 0.03234713762049929, 0.03333661883717044, 0.03426657476829803, 0.03521692802539829, 0.03615957499448981, 0.037069982414933464, 0.03797240726726729, 0.038843991442880775, 0.03972858804703179, 0.04058224029711709, 0.04142615223216522, 0.042259635213291805, 0.043082061217349574, 0.043892860347579846, 0.04467446993564515, 0.04546115426532818, 0.04621898627165551, 0.046979838509756275, 0.047712298653399515, 0.048431861964444434, 0.049151825341435945, 0.049844263779154616, 0.05052308167475371, 0.05120017436849299, 0.05186238116077, 0.05249850503734784, 0.053131213468926325, 0.053748899352066906, 0.05435157108072669, 0.05494868938620316, 0.05552105204416506, 0.0560872202142057, 0.056637886493368636, 0.05718112020647464, 0.05770086436541034, 0.05821282182039602, 0.05871619718810714, 0.05920365038153611, 0.05967543608814601, 0.060137834080834306, 0.060584522572656944, 0.06102126188884434, 0.06144235831639682, 0.06185308262621725, 0.06225302054716953, 0.06263735037875895, 0.06301067279793296, 0.0633726901723522, 0.06371935865017947, 0.0640546659983371, 0.06437841217861694, 0.06469043252640165, 0.06499059563645292, 0.06527880128319208, 0.0655523290605791, 0.06581660089203754, 0.06606877534416246, 0.06630885727431418, 0.06653687315403371, 0.06675286935948145, 0.06695691053818383, 0.0671506832005975, 0.06733242467100745, 0.06750226114383996, 0.06766156789228404, 0.06780903129829333, 0.0679458394196441, 0.06807094998472711, 0.06818537509899543, 0.06828831919866687, 0.0683806294273369, 0.06846226941414654, 0.06853322795671554, 0.06859351722896943, 0.06864287803255713, 0.06868202410435169, 0.06871065720055508, 0.06872878483876435, 0.06873673825002471, 0.06873444262305474, 0.06872205849158892, 0.06869958666797277, 0.06866723144429085, 0.06862490024656202, 0.06857293520239234, 0.06851117209306314, 0.0684396775006437, 0.06835853607599085, 0.06826689440232167, 0.06816773251074917, 0.06806160258615858, 0.06794322433859919, 0.06781216522175498, 0.06768086135441576, 0.06753065679444568, 0.06738122634325427, 0.06721948147066377, 0.06704519034628782, 0.06686575564049, 0.06667386454742957, 0.06647735664289639, 0.06627666432013156, 0.06606393185952768, 0.06583912017370425, 0.06561075228095196, 0.06537058068488388, 0.0651273894870049, 0.06487271120363386, 0.0646155407937407, 0.06434723236537684, 0.0640769458940126, 0.0637958952929901, 0.06350422858852445, 0.06320211800919899, 0.0628989583345261, 0.06259502472975813, 0.0622721026544098, 0.061948858794002845, 0.06162553528650232, 0.061283891039031736, 0.06094263325633523, 0.060592772580301324, 0.060234567686994644, 0.05987742893936582, 0.05950331409100659, 0.059130746169908266, 0.058759882220609495, 0.05837290891014567, 0.0579791797451818, 0.05758784935812028, 0.05718141855180941, 0.056777844011330125, 0.056368544451865024, 0.05595380419350851, 0.05553390730086171, 0.055109136855636814, 0.05467977428507573, 0.0542460987454456, 0.05380016978215946, 0.05335877813600868, 0.05291389377490962, 0.05246578148736191, 0.052006833079998066, 0.05154535443631244, 0.051089282640866, 0.05062340406776169, 0.05014824174497317, 0.049679116101456006, 0.0492013638407635, 0.04872270329148558, 0.048243350787325154, 0.047756508936474595, 0.04726958459110599, 0.046775966688683765, 0.046282849227817016, 0.04579041199841598, 0.04529232343338397, 0.04479545283901582, 0.04429365465793831, 0.043787380017985725, 0.04328317003722055, 0.042775157453334316, 0.04226966336953305, 0.04176100468501215, 0.041249586802195516, 0.04073580517424823, 0.040225541427787184, 0.03970807718381643, 0.039194671046446264, 0.03868018012581129, 0.038164947008623884, 0.03764930307797329, 0.03712865766384243, 0.0366132361993604, 0.036098329212973526, 0.035579595869423226, 0.0350621234621338, 0.03454617234025457, 0.034031991555765376, 0.033515560292369045, 0.033001543006209264, 0.03249015228500345, 0.03197759760399673, 0.03146433049149419, 0.03095460476683005, 0.030448583781385194, 0.029939120376760747, 0.029433989017033212, 0.02892983104920709, 0.028427005680954503, 0.027925856166736693, 0.027426709927862402, 0.02693304556754735, 0.026438748826756713, 0.025947345596767195, 0.02545910198472924, 0.02497140288629312, 0.024487496460536048, 0.024007601973654733, 0.023529272474279026, 0.023055490279268617, 0.02258391525647214, 0.02211491021478362, 0.021648818699648825, 0.021192918433184858, 0.020735671822601543, 0.0202689870903238, 0.019836842574516976, 0.019374845109883295, 0.018946424051892247, 0.018490758375006234, 0.018067667512801935, 0.017638177436187504, 0.017203462334790143, 0.01679925263220324, 0.01637311329433414, 0.015960205184140635, 0.015560003089292873, 0.015156736042498835, 0.014766141266316275, 0.01437339606016808, 0.013979392740800869, 0.013598360599864993, 0.013216823706182303, 0.012848063964208453, 0.012491548505417269, 0.012123415362911318, 0.011768113810810304, 0.011425092397780775, 0.011072849597805096, 0.010743443696078749, 0.01040599290229343, 0.01008089607506622, 0.00975856353780224, 0.009439478144706172, 0.00913245039405341, 0.008828883476940072, 0.008529179798798612, 0.008241137520410289, 0.007957074971369868, 0.0076773218187168755, 0.007402178509574039, 0.007131916918503047, 0.006872818546901773, 0.00661276747761392, 0.006363791794614363, 0.006120041469917571, 0.00588167997373306, 0.005648847746354731, 0.00542166316322356, 0.005200223530240136, 0.004988819672234544, 0.004778886163866719, 0.0045748802247629365, 0.004376825079915351, 0.00418472802992795, 0.0039985814757078336, 0.0038183639283906204, 0.003644041000566956, 0.003475566375397797, 0.003310198059328457, 0.0031533763873746352, 0.002999784230841107, 0.0028497229956033917, 0.00270776858765427, 0.002569357287683147, 0.002436633316129871, 0.002309456013321584, 0.002185968315608832, 0.0020679340792473474, 0.001955190367214277, 0.0018461442062291079, 0.0017408893446642943, 0.001640755049613085, 0.0015455529950018896, 0.0014539893052818102, 0.0013660918572833986, 0.0012828398076700279, 0.0012031280842468679, 0.0011269432249046633, 0.0010542573326488265, 0.0009857635510029808, 0.0009205723566957382, 0.0008586288476193286, 0.0008004583339321126, 0.0007447651914561784, 0.0006926112703398941, 0.0006428581585747883, 0.0005959611462486811, 0.0005522239904664216, 0.0005107156009474496, 0.0004717671737515959, 0.0004352746508819389, 0.00040084608385624346, 0.00036897338033528543, 0.00033899805408548703, 0.00031087731146650893, 0.0002849633037682991, 0.0002605422816097467, 0.0002381108521728495, 0.0002170593884953584, 0.0001976468442587346, 0.00017964389645906621, 0.00016309928693505017, 0.0001478120285031205, 0.00013371801183211695, 0.00012075268288036721, 0.00010885159417600101, 9.795089389816309e-05, 8.798775431043727e-05, 7.89007417195195e-05, 7.058223340091941e-05, 6.30754853982545e-05, 5.623336749565307e-05, 5.001551063341323e-05, 4.441126138984595e-05, 3.937013816398684e-05, 3.482133448256031e-05, 3.07284739251597e-05, 2.707416270668914e-05, 2.380202274796286e-05, 2.082544277730328e-05], 'MSE': 33921.53223038485, 'R_2': 0.7539534661193896, 'U_norm': [-104.36207651000448, -0.001206030205174813, -0.0013050066578457233, -0.0014785882488509386, -0.0017660432790311703, -0.0022102808753407827, -0.002878242245968774, -0.00384977126136851, 11.60101784182112, 66.60702794062749, 29.950140418591563, -0.012335920015874495, -0.01567466773477617, -0.019432550698683815, -0.023521740354061498, -0.02781561687616667, -0.03216637105853058, -0.03641726144959538, -0.04041491387750424, -0.04402093075113682, -0.04712063633880834, -0.048572230149880574, -0.047297534003935014, -1.937182660793527, -0.04747051062695932, -0.045799305163481366, -0.04363979698209318, -0.04110046833162854, -0.038287222149191585, -0.03529873665806895, -0.03222339041268765, -0.029137499712579236, -0.02610462416794544, -0.023175732545090477, -0.020389896549129066, -0.017775351064316134, -0.015350794090194776, -0.01312672137179245, -0.01110684785123461, -0.009289357416143175, -0.007668157875274283, -0.0062339483373849485, -0.0049751768282320875, -0.003878850601849549, -0.0029312097521697034, -0.0021182693577346643, -0.0014262422420058297, -0.0008418554410376707, -0.00035257427655413254, 5.325109324917693e-05, 0.00038630248824701496, 0.0006562609589800662, 0.0008718125722718949, 0.001040682530864013, 0.0011696889939723824, 0.0012648095093653908, 0.001331254394771006, 0.0013735426784719249, 0.0013955773186859527, 0.001400717361609827, 0.0013918454764856286, 0.0013714299307753144, 0.0013415805535954086, 0.0013040985974595068, 0.001260520666037206, 0.0012121570479607, 0.0011601249022099383, 0.0011053767912448202, 0.0010487250745246977, 0.0009908626625883253, 0.0009323806055585599, 0.0008737829527236948, 0.0008154992768897181, 0.0007578952134544434, 0.0007012813199354128, 0.0006459205205644077, 0.0005920343629024062, 0.000539808280436535, 0.0004893960246259054, 0.00044092340591643764, 0.00039449146057443315, 0.00035017914229380266, 0.0003080456231322494, 0.0002681322751538426, 0.00023046439437264413, 0.0001950527185024569, 0.00016189478149573118, 0.00013097614006961993, 0.00010227150004270006, 7.574576452342829e-05, 5.1355020374590055e-05, 2.9047475188028986e-05, 8.764353397365082e-06, -9.559242718777891e-06, -2.5993503872245323e-05, -4.061311457480464e-05, -5.3496484272270936e-05, -6.472500973462778e-05, -7.438237089675975e-05, -8.255386292350755e-05, -8.932576676468479e-05, -9.478476083199253e-05, -9.901737547938492e-05, -0.00010210949192633268, -0.00010414588622673399, -0.00010520981871751596, -0.00010538266870033752, -0.00010474361379503746, -0.00010336935354622807, -0.00010133387577161087, -9.87082643197099e-05, -9.556054572186472e-05, -9.195557220526529e-05, -8.795493836166901e-05, -8.361692821468841e-05, -7.899648986764813e-05, -7.414523465844041e-05, -6.911145777495702e-05, -6.394017789301152e-05, -5.867319322248782e-05, -5.334915176107124e-05, -4.800363333999302e-05, -4.2669241296503355e-05, -3.7375701440326776e-05, -3.214996648576167e-05, -2.7016324254793185e-05, -2.1996507947730925e-05, -1.7109807466522097e-05, -1.2373180148967197e-05, -7.801360033455111e-06, -3.4069644757944497e-06, 7.994027201152308e-07, 4.809052137875219e-06, 8.61511396307882e-06, 1.2212447496255108e-05, 1.5597554836831573e-05, 1.8768498130624315e-05, 2.172481971406814e-05, 2.4467464062356093e-05, 2.6998700438046514e-05, 2.9322044482067885e-05, 3.144217714759764e-05, 3.336485910650217e-05, 3.509683867900854e-05, 3.664575194427384e-05, 3.80200137598467e-05, 3.922869945177246e-05, 4.028141760620475e-05, 4.118817552010826e-05, 4.1959240091419425e-05]}, 'iteration_13': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-19064.73887468183, -29.092310582487656, 26.934111152613113, 22.9657169511799, 19.523959499482423, 13.067036908228754, 7.234193158418061, 3.238266853982566, 3915.769309451311, 11789.724270253284, 3998.6528009352596, -2.5740680729972487, -2.3981401806865232, -2.1400876264340165, -2.058367621074966, -2.055437390433543, -3.065949080364229, -3.41137844351496, -4.934739229435443, -6.05729880083664, -6.393074377608115, -8.001815332257037, -210.2793396968118, -211.70738034814306, -8.344606905205078, -8.414934000357906, -7.906585690692328, -7.256787799878371, -6.5216959276601845, -5.750437407008089, -4.98233309242678, -4.2461638072907855, -3.5608978394769726, -2.93726903840602, -2.3796791372783614, -1.8880667036286334, -1.4595188375319632, -1.0895231160323675, -0.7712123143718534, -0.5024287991725768, -0.27930510152406846, -0.08668210346553966, 0.07029358225439038, 0.1939521199948469, 0.289901708053439, 0.36445902558422294, 0.4192725273674348, 0.4580467773031094, 0.4830725622947682, 0.4961002230970682, 0.4992160728443263, 0.49428294300774017, 0.482944563173896, 0.46663235385707247, 0.4465753241013202, 0.42381312232474405, 0.3992118084707466, 0.37348160963286287, 0.34719577647191824, 0.32080964671950823, 0.29467910996567476, 0.2690778194814881, 0.24421267969477567, 0.22023732578641667, 0.19726348550129694, 0.1753702595794608, 0.15461147012746354, 0.1350213029293644, 0.11661851334288632, 0.09940947938373658, 0.0833903765309827, 0.0685487225971614, 0.054864503709823015, 0.04231105021750617, 0.030855788050606098, 0.02046095074845608, 0.011084302252528183, 0.002679891965751957, -0.004801157960150402, -0.011409847667755263, -0.01719849994700012, -0.022219992104995815, -0.02652704458971255, -0.030171587977582407, -0.03320422434060907, -0.035673792587451604, -0.037627040892471444, -0.03910840344917731, -0.04015987378032021, -0.04082096311315804, -0.041128729838553646, -0.041117864743378446, -0.040820816502067474, -0.040267942724624924, -0.03948767309474392, -0.038506673077158764, -0.03734999887912676, -0.03604123669355437, -0.034602621699138116, -0.03305513445559399, -0.031418574298877976, -0.029711610862980263, -0.02795181601831743, -0.02615567941160552, -0.024338611138362862, -0.022514935410689624, -0.020697878917231415, -0.018899557476403397, -0.017130964166879977, -0.01540196169322086, -0.013721281155884254, -0.012096528785252502, -0.010534201585850394, -0.009039712342162083, -0.007617423884693882, -0.006270692142488819, -0.005001917218518635, -0.0038126014295200156, -0.0027034131795775655, -0.0016742553523322954, -0.0007243369687574584, 0.00014775321745991122, 0.0009439724003478283, 0.0016667498472091823, 0.002318914502403712, 0.0029036249990970872, 0.003424302794078424, 0.0038845690861878056, 0.004288185953367743, 0.004639002038942226, 0.004940902996117031, 0.005197766793699518, 0.005413423888020869, 0.005591622158628063, 0.005735996521802868, 0.0058500429763898906, 0.0059370969182991635, 0.006000315450410906, 0.0060426635010645425, 0.006066903460433493, 0.006075588182507384, 0.0060710571047569535, 0.006055435317071843, 0.006030635383911732, 0.005998361745686179, 0.0059601175153676895, 0.005917213440972176, 0.005870778807687315, 0.005821773976821832, 0.005771004269615784], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [178.18508184488525, 7445.059265884962, 3373.861213260086, 1283.683540710695, 376.8224753065203, 3.078412052330919, -140.17611841466552, -185.52782898065664, -190.6024866461979, -180.05478347771785, -164.2722363299761, -147.48695707310515, -131.4315657993034, -116.56821260051471, -103.16393056597433, -91.09003890251125, -80.27413394704847, -70.68556745119758, -62.14077938173873, -54.54345735539725, -47.80189843885032, -41.8674862620843, -36.58083314036365, -31.93936925353589, -27.815785568661514, -24.180839749580077, -20.97861085889396, -18.15857376061455, -15.661704251524357, -13.464513954441323, -11.519750640718867, -9.807372202030017, -8.290070026318682, -6.951377208139771, -5.76220379185019, -4.704409071995067, -3.7618637736577165, -2.920300104350693, -2.167156424614208, -1.4884296567473778, -0.8808331237834142, -0.33026951928675125, 0.16764914407883735, 0.6211626305665424, 1.0335179938842172, 1.4110232578044082, 1.7573657079989549, 2.075759093299527, 2.3679030252554956, 2.638530332082047, 2.88854686873467, 3.119800841688738, 3.3346519004404387, 3.5336363290456596, 3.7180184433766534, 3.890039143867694, 4.051410935905455, 4.197839000232304, 4.335602625826916, 4.460985272779118, 4.582215085940226, 4.688895113854962, 4.791655649786601, 4.884553487883413, 4.970869939726682, 5.048629771585456, 5.120522702022391, 5.186664138614188, 5.247185485370844, 5.30223171799251, 5.350793664623132, 5.394499421662834, 5.4334890143201555, 5.467151576522936, 5.497276034816738, 5.522600595241052, 5.5440215527625725, 5.5616802017053, 5.575720413649838, 5.586287544540642, 5.59352746682742, 5.5975342668835015, 5.598615109760948, 5.596796427962638, 5.592219061283467, 5.585178899553825, 5.575536915988578, 5.563537104029386, 5.549307649426919, 5.532972863006674, 5.514323355985521, 5.494109777530851, 5.471764798180373, 5.4481305959618265, 5.422125699024704, 5.395047249648803, 5.366598614813317, 5.336419590742585, 5.30457089242054, 5.272068645066175, 5.238060861990951, 5.202611985094173, 5.1662825540957265, 5.129152855504151, 5.090799094325774, 5.051788340358341, 5.011688306599563, 4.970564210119307, 4.928982049668383, 4.88650357791502, 4.843191840601977, 4.799603215489542, 4.75529883046051, 4.710337823664991, 4.664778233522745, 4.619154709163568, 4.572561742365099, 4.52600324278545, 4.478590444484485, 4.43130275986096, 4.383270251707952, 4.3354453680056135, 4.286978708855616, 4.238363139806511, 4.189639469362605, 4.140429368802722, 4.091200808524097, 4.041988986064983, 3.992431009295827, 3.942968558279335, 3.8936311651505746, 3.843697018616818, 3.794337580418378, 3.744474180316884, 3.69487842843972, 3.645224591935998, 3.5955526320014664, 3.545900641763606, 3.4963048428502015, 3.4471176145895916, 3.397728526851705, 3.3484932532425065, 3.2994406932580933, 3.2503070901207414, 3.2014219524124403, 3.1528087561967024, 3.1044893451159203, 3.0562189512777342, 3.008035007860398, 2.959972909367341, 2.912312539060329, 2.864826823782464, 2.817545503956545, 2.770496436106653, 2.7245987447117317, 2.678285926779739, 2.6309940851932807, 2.5849098614969224, 2.5399875382071966, 2.49421837403079, 2.4496242131092947, 2.4042952534970268, 2.3583335893626094, 2.3153684576452416, 2.27177165079126, 2.227635332837238, 2.184677669208533, 2.1412645888309743, 2.0974786241264094, 2.0563984317933364, 2.0134723428622023, 1.9717347829486553, 1.931136118005952, 1.890286082321961, 1.849250000424859, 1.8080899915684783, 1.7680964752169137, 1.7292195526009253, 1.690247419492488, 1.6512325588780106, 1.6122245427783604, 1.5743365847552329, 1.5364835637770051, 1.498708166629011, 1.4610504001344928, 1.4244951778356154, 1.388073454428007, 1.3518192965449123, 1.316630862500745, 1.2807784874895096, 1.2459979282226374, 1.2114494361633021, 1.1771576780518926, 1.1431453397273086, 1.110155068868627, 1.0767399809732807, 1.0443404979757518, 1.0115938656501977, 0.9798519236277373, 0.9478319425102175, 0.9168018982835295, 0.8855550128021896, 0.8552800567998069, 0.8248421957924115, 0.7948279551171404, 0.7657533151908262, 0.7365843507656652, 0.7078518199237344, 0.6790941327532787, 0.6512553413053873, 0.6234224411125416, 0.5960580851455409, 0.5691604501977078, 0.5423332752896738, 0.5159931411469294, 0.49013551692800916, 0.4643989841365415, 0.43915820052275617, 0.41440653150706674, 0.38981468113217155, 0.36571934951310664, 0.34181090509361467, 0.31811117109272086, 0.29492149901700204, 0.2719595287453924, 0.24950520968384562, 0.22729349104039495, 0.20533915726940444, 0.18365550959331908, 0.16248304308419217, 0.14158788843588208, 0.1207669397433722, 0.10066828113605951, 0.08066027507042701, 0.0609626098195056, 0.041580875186980906, 0.022519724565002612, 0.003782936988793906, -0.014626522964887338, -0.03286637339867704, -0.05060954312435387, -0.06816965084444424, -0.08553030535282165, -0.10240071164550409, -0.11906377904882406, -0.13550667239935602, -0.1514712056187878, -0.16733100227938674, -0.18283418215422734, -0.19809541544065482, -0.2130011393739852, -0.22776070041330368, -0.24216030227989896, -0.2563008009182733, -0.2701779489448741, -0.2837882945923923, -0.2971291274207737, -0.3101984258957123, -0.3229948069653601, -0.3355174777308153, -0.34783763668724915, -0.3598784167323003, -0.3717066844510034, -0.3832527241169809, -0.3945792530771084, -0.40562312601893385, -0.4164988513271067, -0.42703549246035, -0.4374998164436727, -0.4475264818091994, -0.4576090863513468, -0.4672602393685248, -0.47650337623531824, -0.4857727713003347, -0.49464158210236564, -0.503508702568211, -0.5119846566339848, -0.5204351741101345, -0.5285055673229508, -0.5362167693174397, -0.543888286478595, -0.5514975772644393, -0.5587516036719574, -0.5659298308809917, -0.5727668828088841, -0.5795172083565854, -0.5859409230340846, -0.5922692952366774, -0.5982858903421425, -0.6042005323003565, -0.6100006709379303, -0.6155022720505461, -0.6208863181444838, -0.6259878969609575, -0.6309701533478477, -0.6358245373644895, -0.6404124032597592, -0.6449967961338411, -0.6492001124490893, -0.6533877665147717, -0.657327982943451, -0.6611325109362597, -0.6647972441952854, -0.668318750204675, -0.671614606481334, -0.6747728822806478, -0.6777913077462951, -0.6806681416029629, -0.6834021358808565, -0.6859371035713315, -0.6883877656634328, -0.6906471892945237, -0.6927706307885814, -0.6947582936295009, -0.6966467237492522, -0.6983613126750603, -0.6999426759394625, -0.7013921176157231, -0.7027111554542701, -0.7039221453336004, -0.704983034559524, -0.7059347259213856, -0.7067460801548591, -0.7074481096864876, -0.7080280813390057, -0.7084887841621971, -0.7088330577262828, -0.7090665203040679, -0.7091858410034029, -0.7091942398252884, -0.7090926615086023, -0.7088836030552675, -0.7085704979003149, -0.708156731002319, -0.707630190175296, -0.7070138399129242, -0.7062946314383416, -0.7054728328481995, -0.7045610439087135, -0.7035499297039269, -0.7024542157088649, -0.7012628922860635, -0.6999925075678862, -0.6986145680327559, -0.6971618986009209, -0.6956208232464465, -0.6940108910889501, -0.692298980765506, -0.6905230645001856, -0.6886482339346406, -0.6867144833173979, -0.68468538073105, -0.6826025761392186, -0.6804488140310376, -0.678205703640571, -0.6758958478575585, -0.6735216847580785, -0.671085655397603, -0.6685688025936292, -0.6660162292977861, -0.6633659042074096, -0.6606631303059791, -0.657910385220497, -0.6550883858179176, -0.652221228991927, -0.6492895976609153, -0.6462959170650715, -0.643264278167606, -0.6401538449694963, -0.6370102876315407, -0.6338144417146583, -0.6305687726063599, -0.6272757376501937, -0.6239377789061044, -0.6205363883298409, -0.6171159591703629, -0.6136371570732521, -0.610123256532619, -0.6065562616468454, -0.6029590777508916, -0.5993139907743532, -0.59564348224208, -0.5919105778820709, -0.5881765885708853, -0.5843472189301541, -0.5805405155562537, -0.5767758359045084, -0.5728680603382562, -0.5688235928698677, -0.5650098340256249, -0.5610631963638181, -0.5569899932564065, -0.5529702155517967, -0.5488319338399872, -0.544750351568164, -0.5407246500811501, -0.5365897152251967, -0.5325135019681594, -0.5283354465372373, -0.524061531422048, -0.519852392198067, -0.5157067281907526, -0.5114731790788652, -0.5071573923394462, -0.5029102133246893, -0.4985871166175546, -0.4941934904080991, -0.48987282389438497, -0.4856233153959174, -0.4811758614973609, -0.47693632239902706, -0.472508644839527, -0.46815802648606986, -0.4637577460746984, -0.4593123173184612, -0.45494630208060016, -0.4505394063646298, -0.44609579452142956, -0.4416195070843842, -0.4372260423297409, -0.43280338323156337, -0.4283552196230161, -0.4238851135184624, -0.4194998942910332, -0.41499405096413167, -0.41057561403573833, -0.40614428630556026, -0.40170304231853876, -0.39725473161296593, -0.39280207953369173, -0.38834768846448964, -0.3838940394342979, -0.3794434940538725, -0.37499829674144264, -0.3705605771982, -0.36613235309683256, -0.3617155329487638, -0.3573119191182418, -0.35284703863955075, -0.3484764327954571, -0.34405082477160076, -0.3396477061614668, -0.3352683065927142, -0.3309137696666282, -0.32658515654562525, -0.3222179955415761, -0.31788148586547665, -0.31351376462192704, -0.3091808658708437, -0.3048833077808371, -0.3005630249030509, -0.296281546150993, -0.2920391308050865, -0.28772665244297, -0.28351195575910215, -0.2792347361342498, -0.2750551512047182, -0.27081997145626613, -0.2666332825258926, -0.2624471700537752, -0.2582645615499639, -0.25413358156933935, -0.2500093492214745, -0.24589438133244446, -0.24179104780382463, -0.23770157580714812, -0.2336280541872795, -0.2296117246446867, -0.22557489532705846, -0.22155951915307978, -0.21756717830230843, -0.21359934024837096, -0.20962259980542827, -0.20570858042680482, -0.20178972213272625, -0.19786952077993697, -0.19401420661421107, -0.19016083304647108, -0.1863124230384372, -0.1825009970994535, -0.17869858946877878, -0.17493548073594564, -0.17118493512629934, -0.16744923471582893, -0.16375618602943098, -0.16005577196214016, -0.1564005651632059, -0.15276664939657306, -0.14915565397888983, -0.1455465387647381, -0.14198636730676892, -0.13843188108964474, -0.13490675307478553, -0.13141200822754479, -0.12792882005588385, -0.12447881749976882, -0.12104398499872886, -0.11764466602062441, -0.11426362895016302, -0.11090273154574959, -0.10756369439915187, -0.10421540430754975, -0.10098925783462041, -0.09769300940356562, -0.09448619388280063, -0.09121843499984039, -0.08804050912290273, -0.08494853749491975, -0.08180396827218893, -0.07874543979453423, -0.07564168247032814, -0.07249971985585771, -0.06956708695394877, -0.06647846367329534, -0.06347773901841831, -0.06056102485458788, -0.057617136022944576, -0.054756065898082594, -0.051872650952710375, -0.04897203362301985, -0.0461548057998407, -0.043417271256167275, -0.04057514464185124, -0.03790387964720601, -0.03513651997382622, -0.032450022582679816, -0.02976043877179653, -0.027149284458294197, -0.024537348658689288, -0.021927908605260133, -0.019395307256854864, -0.016797730622219956, -0.014345472326934859, -0.01183368560884793, -0.009397119880476465, -0.006971085135143821, -0.004557820477850689, -0.0021594052723854324, 0.00022223585629561614, 0.0025312100580091946, 0.004823340772826167, 0.007097011225272437, 0.009350736078985811, 0.01158315605219775, 0.013793032428086056, 0.01597924150968347, 0.018097343360424217, 0.020234654506438386, 0.022304784374819964, 0.024389792714379497, 0.02644697251403914, 0.028438803147705326, 0.03043995238572458, 0.03241182452589969, 0.034354092119078875, 0.03626649148689975, 0.03818019183179734, 0.04003127861403575, 0.041881430471633424, 0.04369931970178527, 0.045485032636239646, 0.047238692833757215, 0.04898610371353465, 0.05070009994315494, 0.05240492734312443, 0.05407535269929967, 0.055711804288441524, 0.05733630128169556, 0.05892624951906506, 0.06050230500683688, 0.062043515052072715, 0.06356924251146379, 0.06506006999609523, 0.06653413564961311, 0.06799028233636557, 0.06941123890786112, 0.07081345286709387, 0.07219603115990551, 0.07355817557082041, 0.07488517286904788, 0.07620492632460485, 0.07748936300169654, 0.07875197529541936, 0.08000437023297692, 0.08122162885885074, 0.08241595464164096, 0.08359783129957171, 0.0847451875024177, 0.0858789631085682, 0.0869883687244535, 0.0880733919929753, 0.08914286970418062, 0.09018736128895039, 0.09120700071042111, 0.09220974863644911, 0.09318736950547486, 0.09414728817699763, 0.09508888986943882, 0.09600504340038017, 0.09690243331941938, 0.09778063867035428, 0.09863350935265798, 0.0994725906064854, 0.10028628805368789, 0.10108526237202443, 0.1018589864538801, 0.10261728799801682, 0.10335505085272653, 0.10407227187327354, 0.10476898441012311, 0.105449093848363, 0.10610849778181937, 0.1067508243190315, 0.10737242580758798, 0.10797666550149432, 0.10856330588982979, 0.10913216149384689, 0.10967500351174048, 0.1102006700561345, 0.11072360893305919, 0.11121848964007776, 0.11170854934318913, 0.11217120941214717, 0.11260802335021754, 0.1130386229372125, 0.11344408239840968, 0.11384190471633195, 0.11421540228005783, 0.11458009645815799, 0.1149213676260213, 0.11524057073679696, 0.1155619724845161, 0.11584990222549398, 0.11613772767509911, 0.11639470480910136, 0.11664957585592772, 0.11688386378626477, 0.11709881474835396, 0.11730205790931429, 0.11749289264161421, 0.11766542686606953, 0.11782551909794715, 0.11797264884935178, 0.11810268275250324, 0.11821990759304259, 0.1183212058215679, 0.11841221686024482, 0.11848570493775887, 0.1185483627265664, 0.11859768722581959, 0.1186327966814094, 0.11865503770359527, 0.11866424013606992, 0.11866080844004838, 0.11864485945878843, 0.11861644110718243, 0.11857556292465751, 0.11852226594855773, 0.11845662024945781, 0.11838052627050322, 0.1182907136180832, 0.1181911206790285, 0.11807766370709093, 0.11795512976450694, 0.1178214637551192, 0.11767393109821984, 0.11751840756538005, 0.11735234110860632, 0.11717261657555147, 0.11698254826353326, 0.11678596078933433, 0.11657608999198361, 0.11635665653234926, 0.11612793081699385, 0.11588624677739885, 0.11563967938442268, 0.11538056290114612, 0.11511312752407354, 0.11483346092936124, 0.1145502023440058, 0.1142551912696581, 0.11394858621752521, 0.11363494421198335, 0.11331456327041384, 0.112983305140266, 0.11264584009849823, 0.1122979891687891, 0.11194447423069084, 0.1115810880258336, 0.1112080869190099, 0.11083023767307361, 0.1104433167561074, 0.11004759996668603, 0.10964785808877496, 0.10923987280941647, 0.10882392925173198, 0.10840031632204696, 0.10796932557343132, 0.10753125014650058, 0.10709077766179322, 0.10663939039773768, 0.10618179610009285, 0.10571828532607379, 0.10524914605916738, 0.1047746630917447, 0.1042951174728996, 0.10380659104811742, 0.1033136192179113, 0.1028164723133136, 0.10231132622262641, 0.10180260292455, 0.10128654457575544, 0.10076748999613912, 0.10024174915179142, 0.09971357194835569, 0.09917933750298197, 0.0986393937695093, 0.09809408393510763, 0.09754374579737989, 0.09699238972932932, 0.0964329399363342, 0.09586943735230188, 0.09530573876109312, 0.09473501229145373, 0.0941576888176789, 0.09358101233893935, 0.09299839750481508, 0.0924135712390123, 0.09182352276719809, 0.09123187092893131, 0.09063567826813419, 0.09003531733469516, 0.08943115121713394, 0.08881744140418348, 0.08821280670062313, 0.08761704268565897, 0.08700081824941908, 0.0863652549665412, 0.08576790071794872, 0.08512384058976878, 0.08451749929863393, 0.08389349586580837, 0.08325287210548672, 0.08262269893849901, 0.08197708155128593, 0.08134219793651791, 0.08071775439573882, 0.08007910317855983, 0.0794271857926744, 0.07878645106118837, 0.07813345534480226, 0.07749179942252375, 0.0768388302611244, 0.07619732009973922, 0.07554538804855124, 0.0749049987515297, 0.07425502401479941, 0.07359623904552977, 0.07292940022448294, 0.0722748891948488, 0.07163232107673806, 0.07096344972160461, 0.07030717867508691, 0.06966310675303429, 0.06899507087283821, 0.06833980739905852, 0.06767969570987588, 0.06701532153610121, 0.06636379078832373, 0.06569223713213565, 0.06503395095461717, 0.06438849039847676, 0.06372486385120321, 0.06305944579189185, 0.062407358315730924, 0.06173939695646566, 0.06108502758541757, 0.0604299889031094, 0.059774670234463576, 0.05911944303100792, 0.05846466121467424, 0.05781066155587766, 0.05715776408054318, 0.05649411246557586, 0.05584457133437187, 0.05519699192324738, 0.05455163174253887, 0.05389757789925513, 0.0532466966627571, 0.052609865389810925, 0.051965688757592776, 0.05131504241450849, 0.050678743165872245, 0.05003673353851098, 0.049399356160338075, 0.04876672929610909, 0.048129834561552134, 0.04749830799373736, 0.046863509870783665, 0.04623462178551032, 0.04561169119534119, 0.04498662869563468, 0.044367971906793625, 0.04374797863929224, 0.04312720070462816, 0.04251355798235446, 0.04189980392819335, 0.04129346951160043, 0.040687627983565094, 0.04008272296000114, 0.039479174987075705, 0.038883774256973445, 0.03828395505755133, 0.03769270646996842, 0.03710397867504649, 0.03651809400904425, 0.035935355376652656, 0.035350547524466404, 0.034775073658776356, 0.0342035415034992, 0.03363109142468849, 0.033063291031209, 0.03250033163742464, 0.03194238978591354, 0.031385044063183556, 0.030833267002819516, 0.030287186182099298, 0.029742686623460076, 0.029200210359830676, 0.028664179625375846, 0.02813466073507098, 0.027604126042621958, 0.02708062039194132, 0.026560580835745105, 0.02604432034007356, 0.025532130782488203, 0.02502428367249976, 0.02452423166737087, 0.024025715013461475, 0.023532242584890808, 0.023044011784205506, 0.022558354673985617, 0.022078450866033394, 0.021604443730394152, 0.021133857774405924, 0.0206695673793845, 0.02020921778952038, 0.019753114672835394, 0.019301541247794582, 0.018861458697460535, 0.018421664801009485, 0.01797441527350804, 0.017561713522782702, 0.01712202393798762, 0.016715681285057665, 0.01628495360436728, 0.01588634904774257, 0.015483014963738332, 0.0150760958434016, 0.014698915022443469, 0.014302496239937646, 0.01391957670573477, 0.01354955095879779, 0.013177789819379648, 0.012818755550551588, 0.01245877494464549, 0.012098673533537933, 0.011751405570308252, 0.011404636821271399, 0.011070389055674966, 0.010748084986275892, 0.010416147068844039, 0.010096613740025776, 0.009788899915510681, 0.009473704936702666, 0.00917966880398794, 0.008879175908477924, 0.008590376471062904, 0.008304703170077485, 0.00802256510875457, 0.007751706099320905, 0.007484496096579288, 0.007221268521167947, 0.006968828762943728, 0.006720401730964801, 0.00647625420442467, 0.006236625646225787, 0.00600172908506622, 0.005776983779741137, 0.005551855855599921, 0.005336734645057867, 0.005126527256191613, 0.004921351211582375, 0.0047213037494840205, 0.004526462854201542, 0.004336888295090948, 0.004156220479437679, 0.003977116556883482, 0.003803365902586669, 0.003634965642702783, 0.0034718997801243875, 0.003314140163051745, 0.0031616474273493643, 0.003014371910178264, 0.0028722545328607836, 0.0027329680709517364, 0.0026010758286207406, 0.0024720870815963867, 0.002346245612104122, 0.0022273708684466143, 0.0021116235459683235, 0.0020007837336659807, 0.0018947177941931648, 0.0017918643913344622, 0.0016936804837338983, 0.0016000160400392847, 0.0015095361907501807, 0.0014223097449262065, 0.0013394272889436292, 0.0012607204481898146, 0.001185109426927296, 0.0011126091064122016, 0.0010440176884503848, 0.0009784155916100557, 0.0009157842762239362, 0.0008560934982884814, 0.0007999044012756832, 0.0007464795604769013, 0.0006957675785502968, 0.0006481916195734999, 0.0006026861540020742, 0.0005601132645057864, 0.0005195382939588123, 0.00048132800163781586, 0.00044572453327710085, 0.00041196535921632864, 0.0003803159437402207, 0.0003506876211190023, 0.0003227586115346312, 0.0002969243292846771, 0.0002726476110471612, 0.00024989108036904483, 0.00022893671254676078, 0.00020920472295285462, 0.00019109394332495256, 0.00017410986197563798, 0.00015845941248847757, 0.00014395570653016199, 0.00013063616731564395, 0.00011833727591688949, 0.00010700596626849523, 9.658895368956858e-05, 8.703317534169257e-05, 7.828617908453071e-05, 7.029646228920506e-05, 6.30137626451713e-05, 5.635095092796015e-05, 5.034184051381355e-05, 4.486789186810463e-05, 3.989617070607218e-05, 3.541755105421401e-05, 3.139112000358359e-05, 2.7759827558740037e-05, 2.4494202607340623e-05, 2.1579964297264835e-05, 1.8971790857067072e-05, 1.6600365054802183e-05], 'MSE': 32597.761998106642, 'R_2': 0.7635553047124776, 'U_norm': [-106.99402389938423, -0.1632701813652793, 0.1511580594580503, 0.12888686724181758, 0.10957123530668314, 0.0733340681161832, 0.0405993200731663, 0.018173613782233183, 21.975853843783682, 66.16560806997585, 22.441007776758596, -0.014446035832500006, -0.013458703499327611, -0.012010475892409988, -0.011551851608913739, -0.011535406738132135, -0.017206541948204892, -0.0191451406239822, -0.027694457842935248, -0.03399442168720724, -0.03587884194190198, -0.04490732480133467, -1.1801175376677115, -1.1881319047451824, -0.046831119823631945, -0.04722580547597774, -0.04437288251956624, -0.04072612441201895, -0.03660068435950376, -0.03227227193625041, -0.02796156136571791, -0.023830074718794315, -0.019984264722672382, -0.016484371265713435, -0.013355097500178914, -0.010596098658342887, -0.008191027131867942, -0.006114558561854112, -0.004328153107042155, -0.0028197018222892783, -0.0015674999224548703, -0.0004864722832452447, 0.00039449757319716204, 0.0010884868604008726, 0.0016269695842062572, 0.0020453958457039407, 0.0023530170073863764, 0.0025706236083248065, 0.002711071870170883, 0.0027841849539847635, 0.0028016715455670776, 0.002773986119865527, 0.002710353520914294, 0.002618807084062029, 0.0025062441827212976, 0.002378499471561374, 0.0022404334020624398, 0.002096031869605448, 0.0019485120383649444, 0.0018004293283997534, 0.0016537810426654933, 0.0015101029622089175, 0.0013705562640826659, 0.0012360031707552876, 0.0011070707142089738, 0.0009842028190380442, 0.0008677015425532726, 0.0007577587402330213, 0.0006544796698101995, 0.0005579001256153509, 0.0004679986438934909, 0.0003847051728347026, 0.00030790739174258033, 0.00023745562674303624, 0.0001731670675282711, 0.00011482976335394308, 6.220667945732833e-05, 1.503993455752055e-05, -2.6944780776160723e-05, -6.403368659160372e-05, -9.652042582165182e-05, -0.00012470175342832896, -0.00014887354405787018, -0.00016932723948518812, -0.00018634682572954636, -0.00020020639368695118, -0.00021116830075541148, -0.00021948191794354544, -0.0002253829188688295, -0.00022909304615366803, -0.00023082027675403797, -0.00023075930029585064, -0.00022909222335139252, -0.0002259894171421982, -0.0002216104330933624, -0.0002161049215824656, -0.00020961350160543206, -0.00020226854222874196, -0.00019419483043513346, -0.00018551011210732918, -0.00017632550393244402, -0.00016674578254961638, -0.0001568695637928037, -0.00014678938990275877, -0.0001365917445254951, -0.0001263570171749662, -0.00011615943790752694, -0.00010606700241793049, -9.614140542594977e-05, -8.643799783118588e-05, -7.700577981020741e-05, -6.788743860885927e-05, -5.911943633983911e-05, -5.073215031889547e-05, -4.275006537084182e-05, -3.519201544638658e-05, -2.807147026449141e-05, -2.139686104018033e-05, -1.5171938952164622e-05, -9.396158969636198e-06, -4.065082005889075e-06, 8.29212053940628e-07, 5.2977072608795545e-06, 9.354037008260384e-06, 1.3014077733857877e-05, 1.629555613587852e-05, 1.9217673916054074e-05, 2.1800753756892126e-05, 2.406590897444375e-05, 2.6034738701982886e-05, 2.7729049777499636e-05, 2.9170605913048112e-05, 3.0380904173914038e-05, 3.1380978192734984e-05, 3.219122763625071e-05, 3.283127254680171e-05, 3.331983164023602e-05, 3.3674623026580694e-05, 3.391228630502952e-05, 3.4048324401805437e-05, 3.40970642962903e-05, 3.407163524403282e-05, 3.398396355149516e-05, 3.384478280222406e-05, 3.366365855801998e-05, 3.344902650249552e-05, 3.320824273978945e-05, 3.2947644978860374e-05, 3.267262290385206e-05, 3.2387696092009785e-05]}, 'iteration_14': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-19622.66053999315, 35.64641131994571, -32.39785207637007, -29.210903285674387, -23.73059160267183, -19.591719621753796, -17.196719630703804, -8.955258118298337, 6151.002445380863, 9327.526109754474, 5081.879987473703, -13.471755543925621, -5.319104068284135, -4.995548031191363, -6.34312812725688, -6.911350573827543, -8.46631416755388, -9.061913986865456, -11.083064386897862, -12.27076820717891, -13.89936397612074, -52.31380353202823, -444.94020883906734, -1.2699878499281994, -12.5962898154749, -11.89441967372757, -10.978493013428489, -9.94281500461004, -8.832173756351857, -7.825951657589798, -6.681617063605268, -5.561999448806806, -4.661000213259606, -3.7612419939353106, -2.9451612910527274, -2.266537027522056, -1.7118097153963363, -1.1119235550104483, -0.6800857771205954, -0.30297209895987587, 0.007003640241171742, 0.2687219426220369, 0.4816836765056522, 0.6470733366975397, 0.7666627588264756, 0.8552455149352594, 0.9142648199031885, 0.9575579597756407, 0.9725631188484111, 0.9692494151290229, 0.9446634442357222, 0.9087366178275258, 0.8660291324937823, 0.8136314636647458, 0.7551766402526323, 0.6927092490734531, 0.6279415119076942, 0.5623583576474938, 0.4972231282599571, 0.43358678545902263, 0.37230028004645366, 0.3140295398557906, 0.25927241927245714, 0.20837691414235338, 0.16155996388818944, 0.11892622184323387, 0.08048626111614036, 0.046173784443164036, 0.015861512885703054, -0.010624468515083462, -0.033492035480212075, -0.05297206484870567, -0.06930916790642651, -0.08275404062199099, -0.09355731519303923, -0.10196477042105961, -0.10821374263020046, -0.11253057240910112, -0.11512892341917554, -0.11620881646292594, -0.11595623296036543, -0.11454315618142386, -0.11212793459467485, -0.10885586858141023, -0.10485993852775044, -0.10026160811230286, -0.09517165101287214, -0.08969096236769314, -0.0839113275938138, -0.07791613103167166, -0.07178099484761075, -0.06557434518346486, -0.0593579075469627, -0.05318713694448307, -0.04711159067797749, -0.04117525286646071, -0.03541682022718663, -0.02986995845932406, -0.024563538051443113, -0.01952185737406157, -0.014764859898043266, -0.010308350978632226, -0.006164218383595253, -0.002340659367898921, 0.0011575841916810043, 0.004328982175804986, 0.007174964676808255, 0.009699663911675548, 0.011909651535686457, 0.013813673670671364, 0.015422386180830243, 0.016748092765503278, 0.017804488418995377, 0.01860641066145883, 0.019169600819148532, 0.019510477241260003, 0.019645922176430144, 0.0195930835385012, 0.01936919262929774, 0.01899139842489684, 0.01847661886214897, 0.017841409031222305, 0.017101846090665368, 0.01627343028724545, 0.015371001444319445, 0.014408670045205574, 0.013399761999476805, 0.012356776037663634, 0.011291352608586597, 0.010214253116701913, 0.009135348341750513, 0.008063614923129967, 0.00700713883588381, 0.005973124947994545, 0.0049679117972406695, 0.003996990884015606, 0.0030650298855839234, 0.0021758993524550805, 0.001332702554291352, 0.000537808299897869, -0.00020711328924578968, -0.0009010519843718135, -0.0015436154520272938, -0.002134983883628122, -0.002675861074403482, -0.003167421938956448, -0.003611256612361556, -0.004009311583780734, -0.004363828569708481, -0.004677282219973719], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [173.74709321960287, 7585.879692252849, 3390.5370471968854, 1252.7262080728729, 334.1551663766839, -38.67283862431602, -177.13298601520412, -216.86632947199507, -216.53904103466203, -201.14616085056113, -181.15909658229745, -160.7897669237497, -141.73098771669837, -124.35605477483196, -108.88527712573949, -95.11029256398714, -82.90492480780134, -72.19722260343794, -62.750270604375245, -54.431077860254234, -47.116129188075924, -40.73212201296763, -35.09042494301528, -30.173754604015144, -25.834806977138754, -22.032669781276578, -18.700177749437927, -15.777693305170377, -13.198476854560962, -10.933889686407847, -8.931873874097155, -7.169353300229804, -5.606246499470307, -4.224562611701787, -2.9937822555256624, -1.8950337998182083, -0.9118017129173865, -0.029694541635864383, 0.7637809089953081, 1.4826115824103299, 2.129421197200496, 2.7183370439861787, 3.2532133987805216, 3.7420985604947195, 4.1877533808217375, 4.596329932556817, 4.971240594149148, 5.315469575222439, 5.630450958792403, 5.92096337130818, 6.187726079897965, 6.432539822894536, 6.6577863922673375, 6.8639705441754515, 7.052410695429319, 7.225422167584068, 7.384732274505888, 7.52626131314606, 7.656254506124354, 7.771379467722609, 7.879236576904601, 7.970789892843192, 8.0554101339099, 8.128283836972573, 8.192259488593432, 8.24614667682804, 8.292096985801725, 8.330310232463036, 8.361008053330496, 8.38442998397195, 8.400507285660508, 8.410158507141098, 8.41361456930021, 8.411240502435506, 8.403156955560245, 8.38996514464896, 8.371760544106321, 8.348766911442482, 8.321209239282709, 8.28931231706198, 8.253299478295167, 8.21423503679823, 8.17070335788763, 8.123700797716845, 8.073436019935414, 8.021135979719592, 7.964982554145869, 7.906154094872993, 7.844835665584362, 7.781205685512885, 7.7142940861025275, 7.64653655797079, 7.575800850011028, 7.504559391470501, 7.429450582311598, 7.35413223063346, 7.277570241823677, 7.198718815043136, 7.117712190111303, 7.037020931429295, 6.954423484761524, 6.870051621300723, 6.785180098131046, 6.699909805485034, 6.6132147243391275, 6.5263273284929335, 6.438236919069974, 6.349062863609898, 6.25998832533827, 6.170031890686863, 6.079304000977314, 5.98893107833021, 5.897965614524927, 5.806507563111625, 5.7146535171264725, 5.623447953495928, 5.531059950656848, 5.439460388178351, 5.346880522283489, 5.255213620926528, 5.162753895151275, 5.071316338646271, 4.979258424618579, 4.887506488798361, 4.796119696729984, 4.70437813332869, 4.613143861630238, 4.522464927078715, 4.4316621433055605, 4.3415343428064155, 4.252119051357659, 4.16210313154909, 4.073587987700533, 3.9846284607916074, 3.896595612068797, 3.80890047354497, 3.721607501115396, 3.6347772277515586, 3.5484663367480986, 3.4632772205089504, 3.3781457158973067, 3.293681722995816, 3.209927491464401, 3.1264287329997353, 3.043741198366989, 2.9618966612064876, 2.880923936116023, 2.800407949660594, 2.7204090629916564, 2.6409834920521704, 2.562587935720741, 2.4848428116967973, 2.407793338715851, 2.331481089604505, 2.257382575550118, 2.182962147577709, 2.1073315749676, 2.033987454134273, 1.962832379639658, 1.8906836913749205, 1.820727659454909, 1.7499664202695873, 1.6785787026219972, 1.6121775301476735, 1.5451319389072324, 1.4776009858954073, 1.412210106419265, 1.346467628214086, 1.2805129171981118, 1.21896006627259, 1.1549834925828844, 1.0931183223214138, 1.033267703752203, 0.9733763412744487, 0.913550503129973, 0.8538900950335149, 0.7962580161460079, 0.7405592123076588, 0.6850502530596575, 0.6298132901126863, 0.5749249015088658, 0.5219428384818986, 0.4693406515468736, 0.41718236251034124, 0.36552701490910333, 0.3157155578383823, 0.2664172128337709, 0.2176805235300523, 0.1707024078898959, 0.12317485857902966, 0.07739987869840252, 0.03226054326039804, -0.012211014662282537, -0.055986113393311485, -0.0981210247218565, -0.140465367255561, -0.18119551849946794, -0.22202738841268269, -0.261278117442497, -0.30053760744424113, -0.33825488241260115, -0.37590138455571065, -0.41204937217148235, -0.44805916975660576, -0.48323330068935344, -0.51698191740663, -0.5505114274495226, -0.5832095910232755, -0.6156005882597528, -0.6466285442301343, -0.6773191183186391, -0.7071623346210811, -0.7361687503216906, -0.764767046744523, -0.7925149439133367, -0.8194268686855972, -0.8458817733347966, -0.8714977067202866, -0.8962918834172662, -0.9205981525417777, -0.9440880015203882, -0.9670681619994153, -0.9895166678140183, -1.0111539091190562, -1.0322496803791943, -1.0525532715031491, -1.0723112799558783, -1.0915120895121957, -1.1101462539799911, -1.128015217673395, -1.1453248023432256, -1.1622415399832307, -1.1782479098085596, -1.1938565096440574, -1.2088956439326553, -1.223366356287077, -1.2372708904215182, -1.2506125852085028, -1.2633957746740287, -1.275732405880239, -1.2874084552621352, -1.2986380031621656, -1.309410100323217, -1.3195527152614184, -1.3292447521931698, -1.3384797995715183, -1.3471221999009118, -1.3553801939805148, -1.3631250499296585, -1.370420882327607, -1.3772204529521535, -1.3836232766968874, -1.3895409709625601, -1.395023363088433, -1.4000740602232162, -1.4046975107471802, -1.4088989201184978, -1.4126841710197386, -1.4160597478796513, -1.4190326657941195, -1.421624453842285, -1.4238239974827767, -1.4256491317795905, -1.4270950920744314, -1.4281762306938823, -1.428893337009337, -1.4292584730126985, -1.429273516416386, -1.428941889162681, -1.4282835610839926, -1.4272678299511974, -1.4259455998685528, -1.424341014503454, -1.4223812884805513, -1.4201593210936512, -1.417579156279679, -1.4147581029275038, -1.4115796804512803, -1.408182484794643, -1.4045859251576638, -1.4006466287775667, -1.3963603876219506, -1.3918995973439334, -1.3871008256248096, -1.3821497218466965, -1.3768713037587712, -1.3714622166602641, -1.3657377774763118, -1.3599035867113867, -1.3537669471636298, -1.347331635943833, -1.3408138996653838, -1.3340122728645274, -1.3271477136094185, -1.3200141800425849, -1.3126178256593877, -1.305184534171887, -1.2972842131740565, -1.2895833330102728, -1.2814301675877704, -1.2732729584681497, -1.2648992025689045, -1.2563169515036157, -1.2475345284688277, -1.238778968525536, -1.2298386414475848, -1.2207219127054072, -1.2114372656626569, -1.201993261589317, -1.1926109866760133, -1.182872476100846, -1.173209488264936, -1.163417756088735, -1.1535054467695436, -1.143277069637762, -1.1331498274044165, -1.122926045928087, -1.1126134612144276, -1.1022196586985127, -1.0915593823153462, -1.0810275687860185, -1.0702483831642977, -1.0596069373369381, -1.048736562692842, -1.0378317043629839, -1.0268986578936359, -1.0159434880700697, -1.0047991712892543, -0.993649320968944, -0.9824993163665515, -0.9711892651182843, -0.9598943138226176, -0.9486191034962653, -0.9373680371184134, -0.925836191657918, -0.9144989102103155, -0.903053392279261, -0.8915108501147337, -0.8800262882057068, -0.8684610645380829, -0.8569644345399698, -0.8454023764106161, -0.8339184626317048, -0.8222519004368658, -0.8106769669217404, -0.7990686294542865, -0.7875592375555802, -0.7759067377887757, -0.764364310077474, -0.7526989762179592, -0.7411536064408836, -0.7295041234734914, -0.7179832876417691, -0.706483081108999, -0.6949043315353878, -0.6833622222453534, -0.6718619870767482, -0.6604085624250897, -0.6489102078506014, -0.6375661527317208, -0.626097537003194, -0.6147007581003234, -0.6033791646440205, -0.5920496881630088, -0.5808052412717831, -0.5695660394886982, -0.5583400252344167, -0.5472132831850912, -0.5360340099618118, -0.5249642820881271, -0.5139319925030208, -0.5029432108662272, -0.4920036426161481, -0.48111863915445435, -0.47022678855757777, -0.4594672121922728, -0.4487129753788135, -0.4380344458273484, -0.4273751166044993, -0.41680148483979634, -0.4062593436097816, -0.39581148220342366, -0.3853515707337464, -0.3750489389445207, -0.3646431542449785, -0.3544534630631539, -0.3445222035302215, -0.3343615047707354, -0.32399864553548435, -0.3143648752505539, -0.30453180515105316, -0.2945242145432662, -0.28478374919121147, -0.2748928108969179, -0.2652692009020639, -0.25590190703966587, -0.2464056658975212, -0.23716517930668238, -0.22781513545830828, -0.21837438976714232, -0.20919606791289197, -0.20026913296768864, -0.1912659740374412, -0.18220282005561153, -0.1733944885787031, -0.16453910486956516, -0.1556509751196526, -0.1470180441760049, -0.13862933499830368, -0.12995619041089226, -0.12178788877588743, -0.11335880067165847, -0.10517588152298503, -0.09699815737740083, -0.08883558036847715, -0.08091419999460217, -0.07301304055514331, -0.06514065967806348, -0.057305064643545615, -0.04970557235847214, -0.0421455441681784, -0.034631795830358164, -0.027170658810587087, -0.019937518342580136, -0.012593431246408717, -0.00547748025922224, 0.0015749363852866963, 0.00855929791744417, 0.015471468604291336, 0.02230768149574472, 0.029064521967649862, 0.03573891119068344, 0.042328089638527515, 0.048829600734116255, 0.05524127471916004, 0.06156121281955612, 0.06778777176774319, 0.07391954873251898, 0.08005946672814299, 0.0859949178342569, 0.09193004585725446, 0.09776048266857691, 0.10348612265748941, 0.10910701050878377, 0.11462332962385882, 0.12011720258366142, 0.12550163100285136, 0.1308536412851017, 0.13609261014334126, 0.14121979232676105, 0.14630492495805542, 0.1512761073259729, 0.15613500601988214, 0.16100596475067672, 0.16570013100749842, 0.17039693595030833, 0.1749213680409394, 0.179440301843261, 0.18384251387156442, 0.18817950843821618, 0.1924483128794357, 0.19660103164311432, 0.20068405563121192, 0.20469517673274285, 0.20863246371251257, 0.21249424700234776, 0.21627910367563977, 0.21995023037469552, 0.22357931391350105, 0.2271284886194421, 0.23059717503647228, 0.23398497042187805, 0.2373205338373306, 0.24054477447725664, 0.24371440772103287, 0.24682621404483845, 0.249828783299279, 0.2527723613296169, 0.2556545047684393, 0.25845187255741137, 0.26118570847745193, 0.2638350006956735, 0.26641939876585, 0.26893759777807463, 0.27137178618334634, 0.27375535409390095, 0.2760549085876548, 0.27828660122489984, 0.2804500260849307, 0.28255793544751207, 0.28458356764692083, 0.2865523379056557, 0.2884514854430815, 0.29028136097033114, 0.29205231248897484, 0.29375389004481983, 0.2953955999615358, 0.2969683866697487, 0.298480954619775, 0.2999328445353894, 0.3013237595564692, 0.3026664129260984, 0.303910195448297, 0.30512988132785696, 0.30626633813825255, 0.3073729454167192, 0.3083987430956131, 0.3093485444426781, 0.3102651068544592, 0.31110822247431286, 0.31191443507165356, 0.31267926463114915, 0.31334595423806105, 0.31399818928627, 0.31458215405514206, 0.31510216526902873, 0.3155787672396714, 0.3159948512288858, 0.3163665200324683, 0.31669141141915186, 0.3169592086324083, 0.3171736621649252, 0.3173478357333344, 0.31746581285299363, 0.3175405495818474, 0.3175661228074358, 0.3175445848350289, 0.3174777883906103, 0.31736496750578197, 0.3172055074394661, 0.3170052698356413, 0.3167525176835693, 0.31646907493721904, 0.31613276896528825, 0.3157612345610317, 0.3153461319497309, 0.3148876231257989, 0.31438598806121487, 0.31384161547448636, 0.3132689532897867, 0.312655839694974, 0.3120028119491438, 0.31131048540028944, 0.31057954575367785, 0.3098107416154203, 0.30900487734229687, 0.30818017385406643, 0.30730313814970006, 0.3064097145185575, 0.3054651057083488, 0.30448800979315693, 0.30349822388542225, 0.30245940226785817, 0.30139114208659334, 0.3002944890975674, 0.2991704925772387, 0.29800065347841415, 0.29682503001944793, 0.2956055191530984, 0.294362758889701, 0.29309782407761537, 0.29181177313883977, 0.290485859805544, 0.28914092916175743, 0.28775828996569686, 0.2863587882478802, 0.28494345373586943, 0.2834937323881796, 0.2820303152002077, 0.28053479865102304, 0.27902770425983536, 0.27749081044637985, 0.27594441392103813, 0.2743705033939174, 0.272770348051997, 0.271163830135312, 0.26953331187152557, 0.2678800514444084, 0.26620530402937204, 0.26452826314358746, 0.2628140965816762, 0.26109973101320477, 0.2593684168562778, 0.25760413199938703, 0.25584263353678477, 0.2540676665462849, 0.2522637440266786, 0.2504653652037767, 0.24864060094930246, 0.2468070962775574, 0.24496586476886598, 0.24310233607540674, 0.24123344520749385, 0.2393601156839897, 0.23746833211408694, 0.2355742925893187, 0.23366435129730923, 0.23173995362616923, 0.2298165451127991, 0.22788103145045654, 0.22593475287003773, 0.22399239240069205, 0.22202823724947995, 0.22007005769265606, 0.21809293043200068, 0.2161236806040632, 0.2141381662532228, 0.21215018237649164, 0.21016075141667517, 0.20817085487616435, 0.2061699709133242, 0.20417087417988428, 0.2021633676592394, 0.20015972178136288, 0.1981500578843137, 0.1961357022826827, 0.1941179306995182, 0.19212813169988885, 0.1901361606206557, 0.1880851241256573, 0.18607434757416733, 0.18400965872453823, 0.18198644270063782, 0.18000339475477362, 0.17797179878442496, 0.17598136739801265, 0.17394686440196455, 0.17195432679409423, 0.16992191997014122, 0.16793209204506224, 0.1659834335589914, 0.1639235719182733, 0.16198239003321496, 0.1599367954380432, 0.1580068648435777, 0.15597895001623915, 0.15399599619895044, 0.15205642503561656, 0.15009402520895412, 0.1481116136449136, 0.1461737038911247, 0.14421828370597112, 0.1422479087571917, 0.1403226916225183, 0.13838463811101515, 0.13649108539292634, 0.1345328595706731, 0.1326733989092526, 0.13075347739055837, 0.12882882655969977, 0.12695015763757245, 0.1250680504733883, 0.12323078590573802, 0.12134581400152457, 0.11950669991074633, 0.11766845053493241, 0.11583252729282613, 0.11400031254305439, 0.11217311105178196, 0.110391247316164, 0.10857669422457215, 0.10680779354175625, 0.10501029877450578, 0.10325856714713454, 0.10151638233295128, 0.09975110731439667, 0.09803143861196882, 0.09632374240159097, 0.09459774478746068, 0.0928866864471239, 0.09122046279582323, 0.08954006855048656, 0.08787610217927976, 0.08622896224547773, 0.08457264949035681, 0.0829608972869094, 0.08134195181673069, 0.07974235920003749, 0.07813866915189678, 0.07657886785704396, 0.07501645400871021, 0.07345334688600479, 0.07191245818983193, 0.07039371318341615, 0.06887708064485924, 0.06738350481950711, 0.06589398555186603, 0.06442822538342513, 0.06296821162817995, 0.061515215236121724, 0.060087173359891985, 0.05866745997054601, 0.057257131678339096, 0.05587249501924921, 0.054498223753794206, 0.053135184611897375, 0.05178417612580859, 0.05044593132074386, 0.04912112045047504, 0.04782313564369833, 0.04652657742181089, 0.045245125069966946, 0.043979225197613415, 0.042729275298159605, 0.041495626380140586, 0.040278585537717335, 0.03906814699398019, 0.037875451232153794, 0.03670066028531078, 0.035534572846157284, 0.034387207163156505, 0.03324986132394321, 0.032131852438907677, 0.03102495680554885, 0.029937833061118125, 0.028862714785229882, 0.027800232513768997, 0.026750956862817584, 0.025715401311652123, 0.02470071978091079, 0.023693704587780057, 0.022701641335485006, 0.02173088098317522, 0.020769408921543598, 0.019818072816496637, 0.018888519507879613, 0.017969822664003543, 0.01706771582822463, 0.016177384173563295, 0.015304100525783638, 0.014443318707925226, 0.013595500847257368, 0.012761056675319671, 0.011932210412351991, 0.011133682655227578, 0.01036399443142972, 0.009585346733708276, 0.008800454473248268, 0.008079215121975576, 0.007319066833721078, 0.006619663990200301, 0.005915976662676623, 0.0052101768724412524, 0.004531997086243454, 0.0038534309671765373, 0.0032018574502123117, 0.0025759065982941714, 0.0019507231979911447, 0.0013279212756634954, 0.0007306578249742901, 0.00013684732933425916, -0.0004322712033625931, -0.0009970412731538849, -0.0015380069071077908, -0.002073885056951572, -0.002586874653747348, -0.0030941761530421464, -0.003594826121727716, -0.004087940773677507, -0.004558781484631358, -0.005008537368350827, -0.0054637455906423405, -0.005897714493322049, -0.00631159118521903, -0.006728454212349035, -0.0071252334146847075, -0.0075129801519413, -0.007891260662954248, -0.008250715764633392, -0.008609438100655209, -0.00894961211833348, -0.009272275503897233, -0.009592919383696795, -0.009903262061249715, -0.010196665936920365, -0.010486334949515699, -0.010759555451187862, -0.011022709761227696, -0.011275731409529522, -0.011518582121633883, -0.011751249800813147, -0.01197374656939832, -0.012186106876242732, -0.012392070408139711, -0.012584091059487719, -0.012766205524887799, -0.012938519805456506, -0.013103897035643318, -0.013259305532245975, -0.013402589822943114, -0.013538781270075968, -0.013667490731185207, -0.013784834931774605, -0.01389475955968568, -0.013995543140420535, -0.014087418645825644, -0.014171771934692805, -0.014247412376656613, -0.014315478109757085, -0.014375095352355448, -0.014426538243722871, -0.014470601863552868, -0.014506816349924878, -0.014535779150495157, -0.01455747918322192, -0.014571801482649124, -0.014579086151076944, -0.014579415630772665, -0.014572972903268576, -0.014559830484038657, -0.01454007833744995, -0.014514135448767942, -0.014481554894491667, -0.014443147028445883, -0.01439873194865552, -0.014348453425859303, -0.014292464449238948, -0.014230313846668272, -0.014163355771692246, -0.01409119274310577, -0.014013285410916034, -0.013930474603143606, -0.013842953402723426, -0.01375091654893542, -0.013653739185652929, -0.0135523985005723, -0.013447096701728455, -0.013337161510268484, -0.013222751680028287, -0.013104933169920351, -0.012983910686439292, -0.0128580533849256, -0.012729364200303834, -0.012597117636265148, -0.01246149986535075, -0.01232269990104374, -0.012180908695957355, -0.012037250740255091, -0.011890051741958282, -0.011740436803778124, -0.011588596932850808, -0.011433802631892035, -0.011277171653578942, -0.011118891061239575, -0.01095824587900997, -0.010796331337313812, -0.010632444044093817, -0.010466786366097134, -0.010299559455058765, -0.01013351379683737, -0.00996454829287851, -0.009789615416659316, -0.009625420843062395, -0.009447560249227091, -0.009280502822278517, -0.009100602784781144, -0.008931535688855036, -0.008757933325931527, -0.008580207972433865, -0.008413154838612432, -0.008235176788195842, -0.00806091653382602, -0.00789033327450106, -0.007716777706741281, -0.007547092646714395, -0.0073749127230935485, -0.007200618493456369, -0.007030582163620657, -0.0068588702886006716, -0.006691536550538416, -0.006528482374672176, -0.006358803266520369, -0.006193779569742035, -0.006033290301281015, -0.005867294793741622, -0.005710971274919518, -0.005549739924326945, -0.005393369612734967, -0.0052373210133955855, -0.0050818567443773515, -0.004931339819296333, -0.004781625250853201, -0.004632943165727915, -0.004489228155651775, -0.004346712256541703, -0.004205593519912517, -0.0040660579464971616, -0.003928279335234133, -0.0037955205758409463, -0.0036616103972001044, -0.0035327778867254157, -0.003406053485589487, -0.0032815574742270973, -0.003159398762321429, -0.0030396750947353788, -0.0029224732996476293, -0.0028101137423996725, -0.0026980780672620575, -0.0025887649456977843, -0.0024822207272626345, -0.0023784825485397695, -0.0022775787408511766, -0.002179529250488324, -0.00208434606806847, -0.0019920336638710196, -0.0019011108336640511, -0.0018145970690923304, -0.0017295871316704691, -0.0016462618027544445, -0.001567188613600122, -0.0014898515594867847, -0.00141546810036028, -0.0013439834225007186, -0.0012743723326376587, -0.0012076471953255973, -0.0011437374007930866, -0.0010817569720490273, -0.0010217725164291182, -0.0009645578785708947, -0.0009100239495657607, -0.0008574445257338976, -0.0008068476653964836, -0.0007588109596660816, -0.0007127102489269671, -0.0006685487771438542, -0.0006263211755268075, -0.0005864420580160261, -0.0005484048841580095, -0.000512187071829362, -0.0004781059371044784, -0.000445411060651119, -0.00041473395456028214, -0.0003854129269388484, -0.0003577229852380251, -0.0003318513505295632, -0.00030725401757928376, -0.00028413298894775207, -0.00026243253495638675, -0.0002419248112087968, -0.0002229081614971546, -0.00020499474402553875, -0.0001881629789361757, -0.00017262805399010855, -0.00015796596448785214, -0.00014447842335218338, -0.0001318022619807244, -0.00012009632479935572, -0.00010922527162008971, -9.922123926242182e-05, -8.996520360834802e-05, -8.142052970160059e-05, -7.355010894013718e-05, -6.631669744383114e-05, -5.968321904182487e-05, -5.361303336083177e-05, -4.807016990855249e-05, -4.2990263029125234e-05, -3.8400946631418806e-05, -3.421338653748387e-05, -3.040380793461582e-05, -2.696657182454747e-05, -2.3871550455339403e-05, -2.1075996054035507e-05, -1.855818380106059e-05, -1.630800157886294e-05, -1.429126168875066e-05, -1.2454992255014476e-05], 'MSE': 31496.380995584528, 'R_2': 0.7715440646632966, 'U_norm': [-112.93806537323587, 0.2051626344841559, -0.18646557780970438, -0.168123119602716, -0.13658122966076897, -0.11275998516644117, -0.09897558192474916, -0.05154191628282287, 35.40204524618454, 53.68450172223093, 29.24871951356931, -0.07753658099579272, -0.030614060808245944, -0.028751836631528804, -0.03650782306746253, -0.03977822280181782, -0.048727803295418315, -0.05215577327903001, -0.06378848819772173, -0.070624308010512, -0.07999767789806915, -0.30109167669599224, -2.5608498037578213, -0.0073094048855444505, -0.07249784501652629, -0.06845823704437462, -0.06318662849633298, -0.05722579202223875, -0.050833505224719765, -0.04504220200473227, -0.03845599342609039, -0.03201204322293516, -0.026826349348341907, -0.021647798132667203, -0.016950852191817654, -0.013045035685320734, -0.009852307089038559, -0.006399667103748138, -0.003914228236243062, -0.0017437534858669522, 4.030939524209675e-05, 0.0015466269857349903, 0.0027723265372471724, 0.003724225400132724, 0.00441252136014376, 0.004922358702534983, 0.005262043838970272, 0.005511217158315139, 0.005597579231024008, 0.005578507235841446, 0.005437002877533211, 0.0052302263162574275, 0.004984423726913418, 0.0046828493641730565, 0.004346413096805383, 0.003986882527833307, 0.003614112335983186, 0.003236649017585277, 0.0028617637271998327, 0.0024955052665431975, 0.0021427712761306872, 0.0018073944982678089, 0.0014922403298773064, 0.001199311658259491, 0.0009298570765220166, 0.0006844789160852388, 0.00046323803039122267, 0.0002657528460701579, 9.129081021164013e-05, -6.11490433352215e-05, -0.00019276314161567037, -0.0003048802944251768, -0.0003989083600578513, -0.00047629021715059935, -0.000538468377306984, -0.0005868574184479388, -0.0006228233278837716, -0.0006476688070572488, -0.0006626235954581545, -0.0006688389112112154, -0.0006673851688878316, -0.0006592522168188579, -0.0006453514283452882, -0.0006265190786464052, -0.0006035205352680838, -0.0005770548814384662, -0.000547759674171803, -0.0005162156146270724, -0.0004829509730360173, -0.0004484456673013219, -0.0004131349401949242, -0.0003774126178274026, -0.00034163396086347953, -0.00030611814014764455, -0.0002711503823338529, -0.00023698383766636167, -0.00020384122479099578, -0.00017191630636933792, -0.0001413752462668254, -0.00011235789356011159, -8.497903273581581e-05, -5.932963138929339e-05, -3.547810947259173e-05, -1.3471646220932768e-05, 6.662466531928259e-06, 2.4915422196403497e-05, 4.1295451657459686e-05, 5.5826337856813995e-05, 6.854590390372647e-05, 7.950448803225202e-05, 8.876341998333847e-05, 9.639351359986825e-05, 0.00010247359031173571, 0.00010708904734718728, 0.00011033048378324484, 0.0001122923952970356, 0.00011307194753520139, 0.00011276783517834287, 0.00011147923284592426, 0.0001093048413322303, 0.00010634203168712981, 0.0001026860865993215, 9.842953802590001e-05, 9.366159751282967e-05, 8.846767554443248e-05, 8.292898489428695e-05, 7.71222227280726e-05, 7.111932538912367e-05, 6.498728938727569e-05, 5.8788051899574956e-05, 5.257842411966127e-05, 4.641007102359884e-05, 4.032953137590494e-05, 3.4378272736473144e-05, 2.859277650865545e-05, 2.3004648978926888e-05, 1.7640754926351064e-05, 1.2523371273345142e-05, 7.670358863563548e-06, 3.095351357087461e-06, -1.1920388753010078e-06, -5.1859974700302945e-06, -8.884266355058516e-06, -1.2287882620634787e-05, -1.5400896954556556e-05, -1.8230071568399546e-05, -2.0784558471833102e-05, -2.3075560667618745e-05, -2.511598033706304e-05, -2.6920060307410795e-05]}, 'iteration_15': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-20321.522156257804, -6.403731496099181, -6.734682829717019, -7.659803395029406, -8.925532976537982, -8.132570254998674, -8.471642643416015, 9.55053722836294, 7261.054171505307, 9504.169702405863, 4484.772351949287, -8.834162349310738, -6.799860362554709, -6.266727824787011, -6.48234355308545, -6.250723985020943, -6.403003406355254, -7.06644162696937, -8.031440990701748, -9.075430883898422, -10.012382705236552, -420.98355134895866, -130.25306373945327, -11.27255382682831, -11.271487567022444, -11.061969563937382, -10.670728539385825, -10.111007427562658, -9.442172473166899, -8.776873474539082, -7.892074849286696, -6.969454650967335, -6.157450778337091, -5.3184204410951175, -4.476462052692493, -3.6973542929924457, -2.965765676596601, -2.380820367206974, -1.823738444659208, -1.322494792239016, -0.8875714250317287, -0.5163896125192419, -0.20523654441445818, 0.05040686659657437, 0.25557836454440813, 0.41558733811638116, 0.535808752369349, 0.6215164490818584, 0.6777547240269053, 0.7092441428688253, 0.7203189823939241, 0.7148908475928021, 0.6964345583594034, 0.6679911620714114, 0.6321838979335891, 0.591243416475424, 0.5470388215513572, 0.5011119553590143, 0.4547128626640641, 0.4088349167995296, 0.36424854748041197, 0.321532880973443, 0.2811048883502339, 0.24324584712161726, 0.20812506837003994, 0.1758209389398016, 0.14633938995611834, 0.11962993900005943, 0.09559947345743881, 0.07412395185779946, 0.055058203712874565, 0.038244008206291584, 0.023516629783718424, 0.010709985302309578, -0.0003393875451485461, -0.00978939662941315, -0.01779034019972793, -0.024483582657188425, -0.030000824269886196, -0.034463839791199574, -0.03798457401042473, -0.040665496145404045, -0.042600129421595745, -0.04387368645914809, -0.04456375486712317, -0.044740990186995094, -0.044469784757201064, -0.043808891026882006, -0.0428119863467279, -0.0415281730812338, -0.04000241317296576, -0.03827590023795525, -0.036386374824681406, -0.03436838997040764, -0.03225353483879926, -0.03007062400628898, -0.027845859508603077, -0.025602971880789638, -0.0233633455779576, -0.021146133196560363, -0.018968361979099114, -0.016845035263131775, -0.0147892307759577, -0.012812197025722984, -0.010923448607740362, -0.009130860812080277, -0.00744076376516304, -0.005858036119964714, -0.0043861983131524805, -0.003027505386303538, -0.0017830392974308227, -0.0006528007720144962, 0.00036419941742197676, 0.0012698497763098122, 0.002066848153342457, 0.0027586127157699742, 0.0033491940286526213, 0.0038431885183958757, 0.004245653645885481, 0.004562025153244548, 0.0047980368489777825, 0.004959643320719824, 0.00505294606074557, 0.005084123422207913, 0.005059364847471596, 0.004984809771974248, 0.004866491547548602, 0.004710286685226529, 0.004521869560733609, 0.004306672744548639, 0.004069852924999349, 0.003816262381632892, 0.0035504258886597593, 0.003276522853350837, 0.002998374439889663, 0.0027194354458418236, 0.0024427905904326613, 0.0021711549376536967, 0.0019068781180846758, 0.001651952082221535, 0.0014080221035098189, 0.0011764007935527712, 0.0009580849093313306, 0.0007537747586664574, 0.000563895985215222, 0.00038862349285638683, 0.0002279072252487749, 8.149942170955133e-05, -5.101709121767861e-05, -0.00017020013702220214], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [158.52033835167833, 7729.7445803349065, 3399.874736058609, 1220.2807527488492, 296.62941202997155, -71.43290002184159, -203.88827717163753, -238.57549052782983, -234.41315829176995, -216.18623797726073, -194.117064242068, -172.22142787614447, -152.05958244761544, -133.89848649602948, -117.89240976454882, -103.77223230273752, -91.36811678329204, -80.57210711579641, -71.1157091481594, -62.841310412272655, -55.6051686500525, -49.31698465192283, -43.7765969277864, -38.9556231208096, -34.70071114087166, -30.96515065803919, -27.67845423584566, -24.779147377504277, -22.1997674611865, -19.911748288324645, -17.863696373906894, -16.03411872979853, -14.38426707284786, -12.898546945561618, -11.547943292568403, -10.31558172356262, -9.186941594632316, -8.149567042759255, -7.192798925229694, -6.303548556889986, -5.482352119893731, -4.714876123661203, -3.9993208036795793, -3.3279389709992087, -2.6997223037408737, -2.1085645203578047, -1.551780075185621, -1.0270016409724507, -0.5340039912772204, -0.06702638246903679, 0.3735901878306223, 0.7893711451921257, 1.1830850736621068, 1.5544279769194709, 1.9046012710947084, 2.2369102719598586, 2.5539337488538503, 2.846397171434952, 3.126117229118882, 3.384949050619061, 3.639519311661099, 3.867501704883975, 4.09112888655965, 4.297222803281383, 4.492637948471098, 4.672513895430122, 4.842694109280756, 5.003254205423209, 5.154308473048907, 5.296004840157238, 5.425356207796234, 5.546301673826422, 5.659007630098388, 5.761288796265753, 5.858325886258506, 5.945789461806126, 6.0262376636102095, 6.099868055822698, 6.16688735700385, 6.227509307312316, 6.281952753104192, 6.3295176961181205, 6.3724023802642495, 6.409770185255812, 6.441845700396673, 6.468392123720495, 6.490644719597303, 6.508258025748549, 6.521445611404027, 6.530416544984221, 6.5354259967628465, 6.5365074550915665, 6.5339025533888435, 6.527887720405424, 6.518282892961452, 6.505651039929209, 6.490047641566985, 6.471348868706755, 6.449619473826479, 6.425661191008565, 6.3989478639226745, 6.369558873999402, 6.338019033807507, 6.304482494761505, 6.268620895378002, 6.231015872001023, 6.191300944927317, 6.149570237798504, 6.106445068842829, 6.061516525075378, 6.0148803496622305, 5.967177877159526, 5.917969639737401, 5.867348872528723, 5.815408428306958, 5.762794469753877, 5.70848936490625, 5.65368874868959, 5.5973723320379944, 5.5407281283733765, 5.48273878294817, 5.424577725005442, 5.365235389000808, 5.3053325407754635, 5.244941691375419, 5.183611165305903, 5.121941203207792, 5.059996549197541, 4.997336927667433, 4.934536898473134, 4.871652708257788, 4.807777135445603, 4.744423697915039, 4.680222844994759, 4.616180250881154, 4.551889417082819, 4.487413982995823, 4.422815121258721, 4.358151466176324, 4.293894902539311, 4.229258865542203, 4.164718309661217, 4.100321421761183, 4.035731125672052, 3.9713895508782104, 3.9073369766798955, 3.8436111492689014, 3.7798973858384386, 3.716252567268063, 3.652730769061598, 3.589709271619341, 3.526894887199181, 3.4643335481808233, 3.40206846555132, 3.3413222173143198, 3.2800272373045036, 3.217442986057738, 3.1564686672086206, 3.097048043333414, 3.0365290258818103, 2.977589689953223, 2.9177104329578283, 2.8570326111831115, 2.8003492109098436, 2.74287484958816, 2.6847372229153033, 2.628202839435913, 2.571124242031139, 2.5136159484398966, 2.459720701343191, 2.4034691995491277, 2.348843354765406, 2.2957763965050764, 2.242452625858114, 2.1889622890782134, 2.13539112839114, 2.0834193926810176, 2.032978919079873, 1.982497796282777, 1.9320479591668192, 1.8816971998152872, 1.8328820013339187, 1.7842036083427244, 1.73571992833708, 1.6874850336673184, 1.640759100395178, 1.594301879203954, 1.5481588965018738, 1.5034713852991615, 1.4580443215023948, 1.4140784284259573, 1.3705095775065301, 1.3273698162088245, 1.2846883612883233, 1.243394104064848, 1.2016762075786698, 1.1613331515366554, 1.120667835055813, 1.081358688785865, 1.0418165109621496, 1.0036064262263718, 0.9652413455526717, 0.928179739132661, 0.8910309445055549, 0.8545123309110839, 0.8192469442261343, 0.7839788128649312, 0.7493505928721274, 0.7148065185255591, 0.6814781747470003, 0.6482698542122204, 0.6157335524452227, 0.5838641924919706, 0.5521917939128366, 0.5212075169598298, 0.49090266434737767, 0.4608526038807119, 0.43149358346186983, 0.40281416765924877, 0.3744312762300947, 0.3467318669755351, 0.31935812171333894, 0.2923351189674926, 0.26600423601552653, 0.24004244767793884, 0.21476379938705387, 0.18986726217031685, 0.16536855895318736, 0.14128144867071774, 0.11787002153326856, 0.09487250236101863, 0.07206551374819725, 0.050155581992807854, 0.02845059231445154, 0.007188530395003095, -0.013626745291817568, -0.03399254764284394, -0.05390727287224133, -0.0733703160159007, -0.0925496937175047, -0.11110427000421957, -0.12936494905948887, -0.1473150651576613, -0.16465710434744227, -0.181685163160455, -0.1983869987155133, -0.21450378202920498, -0.2304150884607123, -0.24586951882060262, -0.26098402074868154, -0.2756488168207479, -0.2900716553097065, -0.30404550092380905, -0.3176712943855425, -0.33094708022571956, -0.34387181990390325, -0.35644531831305953, -0.36866815340738507, -0.3805416090786161, -0.39206761135928586, -0.40331361176826924, -0.41421147838325684, -0.4248239175640303, -0.43509065886210235, -0.4450698810362599, -0.45470843343083706, -0.4641081359877447, -0.47312392542943654, -0.4819855118210531, -0.49038636176398814, -0.49874113026217415, -0.506647053491746, -0.5141310704898799, -0.5215460989570293, -0.5285519759571209, -0.5354654507287453, -0.5419844802857116, -0.5483923084879023, -0.5544218980354982, -0.5600964949939813, -0.565653209372469, -0.571072458096902, -0.5761479385730415, -0.5810778457976614, -0.5856825055284633, -0.5901361120666678, -0.5942831402142559, -0.5982758602962066, -0.6019805953150347, -0.6055296325181748, -0.6089138935243908, -0.6120293498537467, -0.6149820276551391, -0.6176849134844992, -0.6202280474675511, -0.6226062611398178, -0.6247554479195446, -0.6267985363971881, -0.628571256298499, -0.6302321702549732, -0.6316892244272074, -0.6329883758516027, -0.6341285414898907, -0.6351092517209539, -0.6359126763413432, -0.636565560658919, -0.6370683539704427, -0.6374219557967368, -0.637627675527496, -0.6376874429019451, -0.6376058457165585, -0.6373883461377271, -0.6370367576093218, -0.6365533968662233, -0.635927118634437, -0.6351858266975704, -0.6343210880451667, -0.6333359464376473, -0.6322335666078124, -0.6309938543476348, -0.62966532928586, -0.6282033448724604, -0.6266627298719338, -0.6249931344511146, -0.6232246998449115, -0.6213611998367057, -0.6194063793820572, -0.6173311040024174, -0.6151703366315077, -0.6129279216496587, -0.610572687382041, -0.6081421549583041, -0.6056401249035048, -0.6030702915745165, -0.6003627159890443, -0.5976302539842985, -0.5948027056730568, -0.5918828677896061, -0.5889113879890399, -0.585853898910244, -0.5827513514154594, -0.5795691205274889, -0.5763482429974586, -0.5730161253898721, -0.5696516978953651, -0.566220288979175, -0.5627626499907794, -0.5592068448265567, -0.555630930004686, -0.551963629777279, -0.5482822029252725, -0.5445161921894941, -0.5407418306118246, -0.5369254713688203, -0.5330345709002169, -0.5291082668800476, -0.5251494772477184, -0.5211610483410966, -0.5171116187507803, -0.5130725250049106, -0.5089451529799283, -0.5048003478750551, -0.500640594684246, -0.49643615087765364, -0.49222229148783897, -0.48796995036834, -0.4836825457454596, -0.47939383927382617, -0.47504582812369106, -0.4707020819926278, -0.46633527733130603, -0.4619484170128734, -0.4575444123123456, -0.4531260803193585, -0.44866885191707795, -0.44423037876363863, -0.4397590540068484, -0.43528458846063584, -0.4307838052687609, -0.42628530888925886, -0.42176660251330367, -0.41725518449072413, -0.4127054999220245, -0.4081918382662572, -0.4036002915082319, -0.3990721756024542, -0.3946284158906205, -0.3900507373052845, -0.38534928358912374, -0.38094885343957585, -0.37642767558065404, -0.3717952612247679, -0.3672562870098474, -0.3626164939427988, -0.35807219764264936, -0.3536203895984181, -0.34907832241154885, -0.3446303364887497, -0.3401009974589431, -0.3354982327026411, -0.330994713772781, -0.3265871126624548, -0.32211417675792375, -0.31758301167043285, -0.31315158854112163, -0.3086686625224024, -0.3041407276015477, -0.2997151556021564, -0.2953883149848048, -0.2908869341168585, -0.2866213072724967, -0.2821923678618475, -0.277865995218214, -0.2735155719291503, -0.2691460329918556, -0.26487919382787306, -0.26059685532904847, -0.2563034120651685, -0.25200305354783453, -0.24780605585483878, -0.2436047193143583, -0.2394027414026602, -0.23520362823517685, -0.2311070187545989, -0.22692099279796377, -0.22283887258301335, -0.2187672337109957, -0.21470880401125458, -0.21066614592711513, -0.20664166099734133, -0.20263759463284944, -0.19865604113011906, -0.19469894886761607, -0.19076812563635973, -0.18686524406043814, -0.18299184706780144, -0.1791493533759672, -0.17533906296135995, -0.17149678911055036, -0.1677560722418752, -0.16398880019982864, -0.16026109674350134, -0.1565736223174111, -0.15292695252700975, -0.1493215830647433, -0.14570385915900144, -0.14213112310079581, -0.13855238126337396, -0.1350216904839139, -0.13153898195971667, -0.12805710168363205, -0.12462552246060159, -0.12124393193918488, -0.11782555342008923, -0.11450325587141244, -0.11115045448201352, -0.10789247780753233, -0.10460962766405357, -0.10138265539008427, -0.09817433774098698, -0.09498692478220308, -0.09185676843676535, -0.08874952309683605, -0.08566702598851274, -0.08261096581889447, -0.07958288897283829, -0.0765842057713361, -0.07364486382527101, -0.07070783153191978, -0.06780369280206372, -0.06493337576745546, -0.062097703260361105, -0.05927277896632528, -0.05650921549616032, -0.05375902221663499, -0.05102477963367438, -0.048352362468241775, -0.04569780046000419, -0.04306322791901315, -0.040470394565859574, -0.03790008151308917, -0.0353725507510105, -0.03286961796329917, -0.03039273987487826, -0.027960094372447845, -0.025538622823867204, -0.02316260115425923, -0.0208161725056141, -0.018500225620095827, -0.01620123210940708, -0.013948969000292627, -0.011715844823712998, -0.009516637527828685, -0.007351731429004041, -0.005209328076122288, -0.0031025779986946205, -0.001020305268030538, 0.0010253462384113808, 0.0030449540241160736, 0.005037512019586579, 0.007002125848160487, 0.00895702611315375, 0.010826098694655489, 0.012720909566304417, 0.014549719941107962, 0.01639831093291836, 0.018181414408361633, 0.019902241839348685, 0.021637959795871024, 0.023312101421217694, 0.024996623103531276, 0.026686939240760068, 0.02825089965014573, 0.029883513298540613, 0.03145519015605448, 0.03296900425148132, 0.03448287348180522, 0.03594043960685959, 0.03739551525182156, 0.03884501288126313, 0.04023894366714371, 0.04158012812618709, 0.04295845576460898, 0.04424062514762106, 0.045555114128571474, 0.04681753977707505, 0.048067719222418426, 0.049268114941726934, 0.0504555123213696, 0.05162820684260298, 0.05275317621849628, 0.05389326692458646, 0.054956580364794706, 0.05603238138088836, 0.05706284479652091, 0.05807577692555428, 0.059070185527564205, 0.0600451874883965, 0.061000003769936965, 0.06191271732089951, 0.06280588836987179, 0.06367892496760955, 0.06453131934309161, 0.0653626431134428, 0.06617254252552685, 0.06696073376162147, 0.0677117332612968, 0.06845665458051316, 0.06916553917661282, 0.06986667437513772, 0.07054552237351679, 0.07119027826274663, 0.07182533961555296, 0.07243834326536903, 0.07302944659243352, 0.07359883760664422, 0.0741557566518471, 0.07468189654967257, 0.07519510476156546, 0.0756867000068597, 0.0761570401783166, 0.07660649554342479, 0.07704174199205996, 0.077456091657575, 0.07785551343048969, 0.07823421658256857, 0.07859270402987593, 0.07893595121301696, 0.07925934655303733, 0.07956727689488029, 0.07985584247842868, 0.08012888330258952, 0.08038314580017036, 0.08062196323081755, 0.08084517231387507, 0.08105039321824657, 0.0812402841341125, 0.08141480071262298, 0.08157394158810767, 0.08171631081166018, 0.0818450380129744, 0.08195752985267409, 0.08205533354009345, 0.08213933509195374, 0.08220806039360275, 0.08226260345356583, 0.08230348572079614, 0.08233018432447496, 0.08234344941970978, 0.08234324899506001, 0.08232987326108551, 0.08230334756163375, 0.08226405670417579, 0.08221233176149143, 0.0821479536692095, 0.08207164957133539, 0.08198305965818506, 0.08188231962356526, 0.08177044780259071, 0.081646901705261, 0.08151187535155345, 0.08136661836096616, 0.08120934059353865, 0.08104240448613276, 0.08086383973303703, 0.08067622716878121, 0.08047743771645355, 0.08026893949602959, 0.08005102525848685, 0.07982399248123635, 0.07958675779653382, 0.07934096079211014, 0.0790854834626376, 0.07882202886886303, 0.07854944818745274, 0.07826801174852167, 0.07797799893052638, 0.07768420899337403, 0.07738247550454629, 0.07706395899244976, 0.07674410263431128, 0.07640797400145943, 0.0760711493928611, 0.07573396484886742, 0.07538139502751634, 0.07502906738091245, 0.07466197475590626, 0.07429571931414866, 0.0739153565720122, 0.07353641086014923, 0.07315909641581567, 0.07275364532815304, 0.07236540911895342, 0.07194990575782598, 0.07155194926821855, 0.07112762731697084, 0.07070666404368853, 0.07028917504958246, 0.06986104756377787, 0.06942275388925476, 0.0689887065838655, 0.0685451729241897, 0.06809263134990354, 0.0676450506728262, 0.0671891160417219, 0.06673847520310756, 0.06626709013203445, 0.06581446517804584, 0.06534201897085436, 0.0648632240509859, 0.06439087853082558, 0.06391274078665819, 0.06344124995694615, 0.06295265483959256, 0.06247120939565822, 0.061985321522752296, 0.061495394210566864, 0.061001821935966115, 0.060504989988942624, 0.06001605075393591, 0.05951363811461582, 0.05901948663673901, 0.058512911992907694, 0.058014924745752455, 0.05751542233067865, 0.05700498614643342, 0.056503548915556805, 0.05600149774018337, 0.055489892869866914, 0.054978556697863855, 0.054476619691198144, 0.05396639614823284, 0.05345716228361383, 0.05294913532399854, 0.05243429778974163, 0.05192945158298178, 0.051418491235259024, 0.05090980856651386, 0.05039596904929284, 0.04989245776332542, 0.049384377525408064, 0.048872304646437735, 0.04836378503855156, 0.04785891545093247, 0.04735108439623058, 0.04684735453622623, 0.046341373206400686, 0.0458398902870643, 0.045336805086247496, 0.044832554917481275, 0.04433343390367407, 0.04383370405133357, 0.04333375138604381, 0.0428394347057592, 0.042345363645742165, 0.041851875601497356, 0.041359290685279326, 0.04086791201331103, 0.040378026037867866, 0.03989467950985804, 0.03940846108034838, 0.038924500649852874, 0.03844302204909169, 0.037964234571238625, 0.037488333458250735, 0.037015500397109505, 0.03654187061226643, 0.03607182988796084, 0.03560551586041949, 0.035139311194346955, 0.03467725941630011, 0.03421589944618055, 0.03375905666040585, 0.033303421046995435, 0.03285260935909539, 0.03240345746598808, 0.031956252074517494, 0.03151126165182826, 0.03106873696360195, 0.030631805634166027, 0.03019482100958311, 0.02976095561789444, 0.029333067439053902, 0.02890591239120207, 0.02847985982168937, 0.028060185220271237, 0.027642019325854236, 0.027228007864454427, 0.026815982166861062, 0.026408426755012246, 0.026003268898266187, 0.025600750987021085, 0.025201097637878145, 0.024800567101987362, 0.02441119815407703, 0.02403251829693723, 0.02364592159537916, 0.02325250001869323, 0.022887544003096977, 0.022499173839251967, 0.022138310693299298, 0.021771666550062924, 0.021400156071389176, 0.021039460013890045, 0.020674724994889055, 0.02032070885271186, 0.019976939472874194, 0.019629812021254626, 0.019280052533556864, 0.018940726577864296, 0.018599357410441004, 0.018268224057130692, 0.017935568613325972, 0.01761292763419612, 0.01728922385572932, 0.016975293985623367, 0.016660704407550745, 0.0163459455762154, 0.016031479453210557, 0.01572682326803675, 0.015431527086846367, 0.015128091905953468, 0.014834238326983992, 0.014549523461871041, 0.014258016095087707, 0.013975797279723267, 0.013695166615247925, 0.013416406352397147, 0.013146582174859072, 0.012872100690501216, 0.012606583993225276, 0.01234960869888709, 0.01208884165437082, 0.011830836774738722, 0.011581333300254997, 0.011329141986491743, 0.011085372264439352, 0.010844582536581274, 0.010606892178373562, 0.010372407301337669, 0.010141221448262934, 0.009913416281071131, 0.009689062257719963, 0.009464125866470439, 0.009246984796726592, 0.009033441145697872, 0.008823527095016508, 0.008613712590194514, 0.008407817600361769, 0.008209146454532473, 0.00801095877958446, 0.007813591941636243, 0.007623289038519718, 0.007433975878227596, 0.007248689459822192, 0.0070673867757827386, 0.006887461770768586, 0.006711612018565583, 0.00653740140316558, 0.006367316816895639, 0.006201284288808078, 0.00603710938807198, 0.005876994507735781, 0.005718891819348364, 0.005562939563916122, 0.005411077422832503, 0.005261459057940389, 0.005115866931922781, 0.004972581905985558, 0.004831688913137709, 0.004693261645539681, 0.004558795572643667, 0.004425422022075153, 0.004295996911550727, 0.004169128411131986, 0.004044848779830981, 0.003923182536082855, 0.0038030261162767852, 0.003686677595453739, 0.0035729732487791988, 0.0034609234375601217, 0.003351592165677565, 0.0032449636099608757, 0.0031410177672401896, 0.0030388979498846775, 0.0029394803515511, 0.0028427305188680353, 0.0027478807504210992, 0.002654986310681653, 0.0025647617397645227, 0.0024771567280254484, 0.0023908973857383257, 0.0023072615686585566, 0.0022256314676303234, 0.0021460219720279895, 0.002068441908455291, 0.0019928945087524497, 0.0019198412093869436, 0.0018483273125783728, 0.0017788274940751996, 0.0017113269060131501, 0.0016454242213282174, 0.001581517044812135, 0.001519578659570421, 0.0014592492190727978, 0.0014008600228400602, 0.0013440764394640307, 0.0012889056785971088, 0.0012353498984605975, 0.001184177859757063, 0.0011340457499603863, 0.0010840952695219295, 0.0010389258888572799, 0.0009917772176361642, 0.0009490985008466718, 0.0009047967709211358, 0.0008646597708974057, 0.0008248894834344484, 0.0007856258800836537, 0.0007500042923100776, 0.0007133681414566258, 0.0006787616258164854, 0.0006460519483558581, 0.0006139145235531101, 0.0005835693623154877, 0.0005538287187140166, 0.000524765817475256, 0.0004973922276468427, 0.00047070049339128015, 0.00044558244169057797, 0.0004219311284619127, 0.0003981594470604272, 0.00037584089868788264, 0.0003548740698568272, 0.00033393542665556493, 0.00031489579213468953, 0.00029593293728771283, 0.0002781822331561768, 0.0002610838595304099, 0.0002446492888075576, 0.0002292974811921305, 0.0002145641684825801, 0.0002004532894614565, 0.0001872993081410562, 0.00017471932800382437, 0.00016271181483073604, 0.00015127262656732513, 0.00014039527842415843, 0.00013030245690193558, 0.00012050396121695963, 0.00011143544198235746, 0.00010285516923115673, 9.475135255065177e-05, 8.711107782773253e-05, 7.99204892093697e-05, 7.31649590371054e-05, 6.695075482046893e-05, 6.1009089747241456e-05, 5.545617744090322e-05, 5.027572342878401e-05, 4.545133080011798e-05, 4.096659948715591e-05, 3.6805214947996594e-05, 3.295102677498961e-05, 2.9388117783874173e-05, 2.6047890745757522e-05, 2.3026065543929106e-05, 2.0206124389465453e-05, 1.7586622715167507e-05, 1.5234076899989775e-05, 1.3059742572147638e-05, 1.1087583637236863e-05, 9.30345129868807e-06, 7.67193784469206e-06, 6.207276319519632e-06, 4.896638942435151e-06, 3.712956768632331e-06, 2.650554027512471e-06, 1.7146504893084032e-06, 8.941767957589581e-07, 1.7045395337034873e-07, -4.623618528422337e-07, -1.0042486510815896e-06, -1.4691854741079712e-06, -1.8628072216013773e-06, -2.1907015662223538e-06, -2.4557546671408373e-06, -2.667141650137368e-06, -2.8298079501963183e-06, -2.9475073128397023e-06, -3.0272345124225316e-06, -3.0715831862281324e-06, -3.085523592905265e-06, -3.072307210586024e-06, -3.035996411923966e-06, -2.979233472511354e-06, -2.9053723549520418e-06, -2.817270746233678e-06, -2.7166267791712783e-06, -2.6075764998498936e-06, -2.4904168043947e-06, -2.3670011160450886e-06, -2.2411052553868663e-06, -2.111222589869009e-06, -1.981794746426201e-06, -1.8510195387934108e-06, -1.7219821490382564e-06, -1.5946495490650962e-06, -1.470736714235842e-06, -1.3500088204104057e-06, -1.2330653671425886e-06, -1.1203989053604077e-06, -1.0124016787829047e-06, -9.093729327751207e-07, -8.115266709790275e-07, -7.18999663304585e-07, -6.313463489356976e-07, -5.496408836600305e-07, -4.728478663680828e-07, -4.0098736377615557e-07, -3.3438716862739753e-07, -2.7287082522038596e-07, -2.1594205662520662e-07, -1.6346608976232724e-07, -1.1551862155428475e-07, -7.162802672396398e-08, -3.084076907855602e-08], 'MSE': 30363.078018612807, 'R_2': 0.7797643675501662, 'U_norm': [-128.19504679589042, -0.04039690789392742, -0.04248466103437002, -0.04832063499587475, -0.056305286031597894, -0.051303008524357874, -0.053441992029930066, 0.06024802460670301, 45.80518979563636, 59.955522543414084, 28.291463459591878, -0.055728889158219025, -0.04289582299398707, -0.03953264231775531, -0.04089281938355826, -0.03943168467432931, -0.04039231485714225, -0.04457750792899188, -0.05066505086206798, -0.057250892817394705, -0.06316150235039905, -2.6557068732600326, -0.8216804564635132, -0.07111108873773264, -0.07110436240962305, -0.06978265186040614, -0.06731457092310222, -0.06378366051338555, -0.05956442301640069, -0.05536749152639966, -0.049785882024070104, -0.04396568122469433, -0.03884328568513464, -0.03355039805010162, -0.02823903927630871, -0.023324163562481702, -0.018709054704343066, -0.015019021510291785, -0.01150476000069498, -0.0083427452173505, -0.0055991012627762005, -0.003257560631176969, -0.0012947016573429425, 0.00031798359259186586, 0.0016122749147852707, 0.00262166573192467, 0.0033800631446539837, 0.003920736333716483, 0.004275506425881077, 0.0044741523487098565, 0.004544016188645677, 0.004509773675240747, 0.004393345149672575, 0.00421391456912178, 0.003988030215258681, 0.0037297637873789377, 0.003450906225858179, 0.003161183993662941, 0.002868482796696535, 0.0025790691705035664, 0.002297803246751736, 0.002028338350142489, 0.0017733048754674506, 0.001534477216563193, 0.0013129234451012394, 0.0011091380518532905, 0.0009231584523667043, 0.000754666186439168, 0.0006030738681533723, 0.0004675990018877984, 0.00034732580301796565, 0.00024125616102818522, 0.00014835086822849355, 6.756221588401456e-05, -2.1409716210093277e-06, -6.175483063529772e-05, -0.00011222749343688484, -0.00015445073456285354, -0.00018925536392504056, -0.00021740957792565715, -0.00023961956222304286, -0.00025653172736043534, -0.0002687360495301656, -0.0002767700788105944, -0.0002811232641267588, -0.00028224132457273135, -0.0002805304688358229, -0.00027636132727084067, -0.00027007251479209415, -0.000261973785750947, -0.00025234877531443874, -0.0002414573467691008, -0.0002295375802814279, -0.0002168074481172209, -0.00020346622542344846, -0.00018969568431077212, -0.00017566111609793506, -0.00016151222104004558, -0.00014738389952509214, -0.00013339697262049907, -0.00011965885394087951, -0.00010626418962275528, -9.329547840073069e-05, -8.08236796752426e-05, -6.890881473711662e-05, -5.760056358430513e-05, -4.693885879894619e-05, -3.695447657692507e-05, -2.766962502548003e-05, -1.909852971089951e-05, -1.1248015990901941e-05, -4.1180884420619814e-06, 2.2974933176976153e-06, 8.010642620472124e-06, 1.3038378409864554e-05, 1.7402263642980613e-05, 2.1127850656572278e-05, 2.4244135265697752e-05, 2.6783021647117564e-05, 2.8778800303801153e-05, 3.0267642042439447e-05, 3.128711041927607e-05, 3.187569571479746e-05, 3.207237307394925e-05, 3.191618759618255e-05, 3.144586892030962e-05, 3.0699477473821364e-05, 2.9714084279298415e-05, 2.852548522132485e-05, 2.7167950795063198e-05, 2.5674011137596804e-05, 2.407427607228589e-05, 2.2397289407866567e-05, 2.066941626140785e-05, 1.8914761831209193e-05, 1.7155120150817163e-05, 1.540995067422365e-05, 1.3696380944964544e-05, 1.2029233228803576e-05, 1.0421073424351987e-05, 8.882280473931217e-06, 7.421134776253959e-06, 6.043924212062267e-06, 4.7550665603585815e-06, 3.557246925541922e-06, 2.4515686605378356e-06, 1.437715992986839e-06, 5.141259645590397e-07, -3.218330962489712e-07, -1.0736801290010298e-06]}, 'iteration_16': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-21038.184835605633, -8.129623165303295, -7.56582571878309, -6.846886001312287, -5.967618888144599, -4.937017448431957, -3.7776902800356305, -2.527183776633182, 9450.887012869323, 12105.034040112852, 195.7898781954572, 2.3220204572294714, 3.1512053297648195, 3.737376828488299, 4.070396545538923, 4.151613502022847, 4.000021668231991, 3.6459882999343454, 3.1273994966539975, 2.4857748236909907, 1.7195886514529142, 0.9084947925910272, -515.3647805954166, -0.6976280852607221, -1.1186210656167694, -1.598613044202406, -1.9719766195398156, -2.242895695800044, -2.419558557960738, -2.512702987300061, -2.5343939689229127, -2.4970461978186367, -2.4126994243360853, -2.2925170799959975, -2.146471416394978, -1.9831898196768143, -1.8099199307301537, -1.6325848805776735, -1.4558777484698384, -1.283411600656631, -1.117866842582822, -0.9611435745659059, -0.8145032375826116, -0.6786968365649608, -0.5540757728664046, -0.44068534507765844, -0.3383418007562659, -0.24669459071852, -0.1652756650602001, -0.09353807631363531, -0.03088569944174515, 0.023304121583068466, 0.06966351656594623, 0.10882138747863365, 0.1413940721976075, 0.16797859419199448, 0.18914789337265459, 0.20544757232855085, 0.2173938012064633, 0.22547210811932308, 0.2301368469640573, 0.23181118296478112, 0.2308874734363214, 0.22772794848614006, 0.22266561723185796, 0.21600534042332872, 0.20802502234929554, 0.198976883836684, 0.18908878538472015, 0.17856557562701103, 0.16759044537998852, 0.15632627237233598, 0.1449169453077217, 0.13348865917434652, 0.12215117595859742, 0.11099904669417848, 0.10011279211985542, 0.0895600399317455, 0.07939661730492367, 0.0696675976117461, 0.06040830048622096, 0.051645244532271706, 0.043397052124919976, 0.03567530598101595, 0.028485357311364534, 0.021827085565475524, 0.01569560986760496, 0.010081952316614795, 0.004973653490180232, 0.00035534058001884756, -0.00379075116087421, -0.007484302796115951, -0.010746480735526327, -0.01359954890772679, -0.01606652239399339, -0.0181708604499666, -0.019936196780358455, -0.021386104759698616, -0.02254389524964485, -0.023432444678353825, -0.024074050980120238, -0.0244903149704335, -0.0247020448319184, -0.02472918134674158, -0.024590741662563653, -0.024304779428027303, -0.02388835930038494, -0.0233575439718165, -0.022727392091834636, -0.02201196553119947, -0.021224344588967655, -0.020376649889415892, -0.01948006967459793, -0.01854489150939917, -0.017580537350969754, -0.016595601158202872, -0.015597888248663228, -0.014594455757316617, -0.013591653635074094, -0.012595165741283427, -0.011610050634595722, -0.010640781726338226, -0.009691286484895109, -0.008764984439826835, -0.007864823764592094, -0.006993316269597449, -0.006152570721334751, -0.005344324350869481, -0.00456997251977225, -0.0038305964624076295, -0.0031269891067866257, -0.0024596789532209404, -0.0018289520502343325, -0.001234872125045128, -0.0006772989900926275, -0.00015590533045213928, 0.00032980796524308543, 0.0007804977132155396, 0.0011969654261893047, 0.0015801451013145453, 0.0019310915480965614, 0.0022509689881571988, 0.0025410395999624527, 0.0028026517709592753, 0.0030372277524327988, 0.0032462505942192103, 0.0034312502208522673, 0.003593788700658804, 0.003735444837729433, 0.0038577983957432693], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [157.98995683905378, 7743.624337600591, 3320.7673116683673, 1165.7983378529773, 284.1710232819381, -54.66759999904038, -172.3821837694655, -202.12509401245885, -198.3631587953312, -182.96016493995887, -164.5104882644753, -146.23731990675205, -129.35146066210825, -114.04325307634991, -100.44917659366307, -88.36680277769275, -77.6822325463956, -68.33388862749788, -60.11646452352671, -52.9145619038646, -46.619564876119014, -41.16449697872909, -36.38321541430265, -32.25508135361613, -28.649599573964398, -25.525894907080847, -22.821274868333873, -20.479841060597842, -18.4410391287169, -16.675402390689523, -15.135825397138928, -13.798507832582985, -12.627462658807842, -11.604209225507244, -10.701701448400522, -9.902300516907058, -9.190722393208473, -8.553809276005378, -7.980303792392579, -7.458315864848355, -6.9846125479624, -6.547911981061772, -6.144731480689091, -5.768678296885168, -5.417560673170953, -5.086683568327966, -4.7735580856748445, -4.476118236484871, -4.193734386269881, -3.922768284494857, -3.6632067510226722, -3.4140847087896566, -3.1737520661957532, -2.9424823562971345, -2.719703960765852, -2.503490024543623, -2.2922811281667785, -2.0926039535331613, -1.8967395730256642, -1.710714678719022, -1.5226980171297289, -1.3495270948136158, -1.1746967130301718, -1.008648421028306, -0.84625018169637, -0.6919171889962998, -0.5410177473048029, -0.39365595211731463, -0.24991575075323916, -0.10986226481664907, 0.02313517344880593, 0.15270490189612437, 0.27880739557556095, 0.3985718735627459, 0.5178231074062091, 0.6309992372392177, 0.7409370012885375, 0.847637935029767, 0.9511128346597804, 1.0513807866207843, 1.1484682554577035, 1.2405409790112076, 1.331470348363696, 1.419329958114621, 1.5041680390276364, 1.5845329054218376, 1.6635674036686536, 1.7397410227040369, 1.81311371178428, 1.883747112366049, 1.9528427695917192, 2.0181249103860153, 2.0818781154026174, 2.1420791895518985, 2.201677635815704, 2.257870405216327, 2.311688194623629, 2.3639594114209124, 2.4146207777424813, 2.462281408754742, 2.508401709863646, 2.5529392157651167, 2.595306324205619, 2.635582939597513, 2.6743333949846306, 2.7110830771693606, 2.746335185053277, 2.7800794775437687, 2.811941023605088, 2.842342518729017, 2.8712858082098824, 2.898479609752528, 2.9242756506184087, 2.9486844889275328, 2.971719998479132, 2.993182339554938, 3.013542040432317, 3.0324032415760205, 3.0501700112405143, 3.066517500497881, 3.0817893969097074, 3.095723907385989, 3.10861002336983, 3.120340602485551, 3.130946181271036, 3.140534398961415, 3.149039603562693, 3.156495013468345, 3.1629816438432696, 3.1684676316466365, 3.172987222269698, 3.1766219033293583, 3.1793123231742735, 3.181144088369539, 3.182105461151047, 3.182229463664585, 3.181533781238136, 3.1800372962481958, 3.1777599045477873, 3.174744264189843, 3.1709721409631055, 3.1664829503891787, 3.161299083775944, 3.1554062913533674, 3.1488581682811416, 3.141678379621547, 3.133890533138819, 3.125470135018163, 3.1164337881979494, 3.106798978820754, 3.0966380414510937, 3.0859190605249682, 3.0746608347824407, 3.062882546340088, 3.0508432764243367, 3.0381487452630624, 3.024622669607423, 3.0108972334239175, 2.9970025217641156, 2.9823245479423743, 2.9675187982173084, 2.951959907450092, 2.9356606616289995, 2.919948242068427, 2.9035351422088227, 2.886437051917968, 2.8693297604612042, 2.8515738087116977, 2.8331887856222826, 2.81550383320485, 2.796572052162598, 2.777720007652754, 2.758960458921298, 2.7396631248757286, 2.719850170538757, 2.6995445792128043, 2.679396980508154, 2.6594151671680084, 2.63898941490943, 2.6181424780475244, 2.596897422215571, 2.575874850514919, 2.554487233162965, 2.532757165626159, 2.510707222888707, 2.4889292980375375, 2.4668613561816946, 2.4445249185428217, 2.422488341507322, 2.3996706136373773, 2.377178664325734, 2.354485283430018, 2.3316099495712854, 2.308571701665221, 2.2858891619345627, 2.2625722156754087, 2.2396305707123565, 2.2161049360336396, 2.1929719812075894, 2.169303331843959, 2.146042491968609, 2.1222919368669277, 2.0989620862846885, 2.0751860557684947, 2.0514209225250473, 2.028091672436325, 2.004376853554058, 1.9807081139998672, 1.9567063163344784, 1.9331683542638836, 1.9093317252862698, 1.885594757237963, 1.8619655544882634, 1.838099077533631, 1.8143693437420536, 1.7907826322126636, 1.7670134389946492, 1.7434122074667513, 1.7199835141433626, 1.6964206719797683, 1.673051475968139, 1.6495812786820114, 1.6260320478035026, 1.6027095660241166, 1.579336569309293, 1.5562047739763614, 1.5330482015657578, 1.5098847288806958, 1.4867313630382075, 1.4638527633350649, 1.4410042794753053, 1.417963417800775, 1.3954557830744005, 1.372782832349898, 1.3501941567784337, 1.3277013704012541, 1.3053153580566543, 1.2830462980197754, 1.260903685450885, 1.2387005125819406, 1.2168413968466063, 1.194946809469855, 1.1730374508484087, 1.1514876167196115, 1.129943519407083, 1.1084231353330118, 1.0872723022122261, 1.066001238437915, 1.0449501309424942, 1.0239690915985222, 1.0032201996122183, 0.9824155804489999, 0.9618603727623215, 0.9414175033313794, 0.9210975290251704, 0.9009102448393171, 0.8808647128040563, 0.8609692912894447, 0.8412316645000503, 0.8216588719746373, 0.8021434005795327, 0.7828110904613188, 0.7635590804018956, 0.7445056065990084, 0.7255523085431637, 0.7068102141751975, 0.6880886394267605, 0.669687782054039, 0.6511441441337125, 0.6331116530339527, 0.6147039006368586, 0.5968120776610135, 0.5794139307207822, 0.5616939905974156, 0.544470219515661, 0.5269709379349362, 0.5099677613901092, 0.49273097026469076, 0.47598793314990695, 0.45971704622541953, 0.4432483806579226, 0.4266178491747707, 0.41047143070350356, 0.3941934433850249, 0.3783919025324099, 0.3624857606289021, 0.34704713149457495, 0.33152781583612534, 0.31646603066415807, 0.3013446877709262, 0.28618834707629376, 0.27148709721730113, 0.2567672023316551, 0.24248917086771138, 0.228206715173196, 0.2139392371242766, 0.2001054587406411, 0.18590880277352428, 0.1725307209196647, 0.15882188312994552, 0.14553831170838297, 0.13231784590974213, 0.11917361522581495, 0.10611778748019669, 0.09347263247367608, 0.08091763622772248, 0.06846299200395453, 0.056118069172982725, 0.04389144471360716, 0.0320555380938371, 0.02007960702666606, 0.008491271389471302, -0.002967652908128257, -0.014291377518542269, -0.025699113360399907, -0.03673008277891937, -0.04761216853563891, -0.058341791159241756, -0.0689158488100376, -0.07952128023871152, -0.08977034760954547, -0.10003435621504857, -0.10995183330102609, -0.11987005933176513, -0.12961175028110114, -0.13917693341868903, -0.14856589172720552, -0.15792281414715573, -0.16709482292425193, -0.17608335695779534, -0.18501910952186806, -0.19376565920133895, -0.20232535305726687, -0.210700629474367, -0.21911743391174612, -0.22723131081147438, -0.23526495944516027, -0.24321023001987457, -0.2509633886484459, -0.25862116456628975, -0.26608785630172355, -0.2734537658199429, -0.2806306566362485, -0.28778250613410766, -0.29474228351821835, -0.30158879192025917, -0.3082475194523563, -0.3148600873992131, -0.32128445611967527, -0.3276521871984912, -0.3338326189920183, -0.33994783189896094, -0.3458777704947138, -0.3516819531683298, -0.35741112044463524, -0.3630091299149935, -0.36847597558448864, -0.3738118789039675, -0.37906082407393893, -0.3841345178868307, -0.3891591592074631, -0.3940489721615647, -0.3988054304893164, -0.403465185514586, -0.4079918238486149, -0.41241936619827446, -0.41674558743598183, -0.42093935556454937, -0.4250590338475498, -0.4290461081330029, -0.43292882522682724, -0.4367064395970868, -0.440378467407747, -0.44394466691850304, -0.4474259855493677, -0.45077966091457883, -0.4540470545206663, -0.4572078617203743, -0.46028000097929284, -0.463245568703253, -0.4661211277744209, -0.46889096297586685, -0.4715841335796501, -0.47415858840552894, -0.476679875676555, -0.4790717432431688, -0.4813293693617965, -0.4835637410425632, -0.4857637120268626, -0.4877371782030953, -0.48967987460342105, -0.49158241047459933, -0.4933614535463811, -0.4950941376917474, -0.49670810922075426, -0.4982105328716223, -0.4996640936732845, -0.501010770299355, -0.5023048481567001, -0.5035408910657674, -0.5046739467784324, -0.505710434887922, -0.5066896618221184, -0.5076076497281932, -0.5084339587600617, -0.509198475561375, -0.5098982641078945, -0.5105123540573199, -0.5110463393931981, -0.5115325472584551, -0.5119283659226318, -0.5122727726586201, -0.5125439731814295, -0.5127518961764943, -0.5128955301543369, -0.5129728840673762, -0.5129881500642374, -0.5129408293599146, -0.5128306456832611, -0.5126625634596961, -0.5124344210483492, -0.5121463039269613, -0.5117984658689635, -0.5114013402289865, -0.5109365168459791, -0.5104256631153135, -0.5098593685066994, -0.5092383585545657, -0.5085634592127669, -0.5078355863261546, -0.5070557355741339, -0.5062249729123849, -0.5053444255302098, -0.5044152733333537, -0.5034387409555791, -0.5024160902966341, -0.5013486135795399, -0.500237626916175, -0.49906404732634235, -0.49786971836621996, -0.4966148863198382, -0.49532142427715353, -0.4939907802428992, -0.4926243906916836, -0.49122367746475987, -0.4897679121923432, -0.48828034880788, -0.48674004789293984, -0.48517062020146506, -0.4835735069212669, -0.4819275450491987, -0.4802566217615869, -0.4785621201458517, -0.4768002191875853, -0.4750400463729619, -0.47321529897855225, -0.4713949213820495, -0.4695128751626063, -0.46761544268479266, -0.46568166735075356, -0.4637130536361015, -0.46173305536370085, -0.4597209889390052, -0.4576783499691981, -0.45560663329502155, -0.4535073283334732, -0.4513819148132422, -0.4492528490285569, -0.44707941407280705, -0.4448842083760319, -0.4426686383773717, -0.44043408502428194, -0.4381618976417152, -0.43589361978160257, -0.43359075719527035, -0.4312552312734717, -0.4289272049969621, -0.4265694017003216, -0.42418367094116133, -0.42179027625019544, -0.41937210902543376, -0.41694889706196314, -0.4145039280070529, -0.41203889248631337, -0.40957269221065373, -0.4070722061851478, -0.4045732622635352, -0.40206014507141785, -0.3995343440682859, -0.3969812667936651, -0.39443463228852416, -0.3918639612979753, -0.3892865994360035, -0.38670380717271835, -0.3841019637030098, -0.3814975451793053, -0.37887730788284657, -0.37625714886527306, -0.37362419532362473, -0.3709801138632115, -0.368326514664017, -0.36563856666069217, -0.3630228508521007, -0.3603238567091118, -0.35767217751158986, -0.35494353024709724, -0.35226388149334537, -0.3496318106888171, -0.3469294856762316, -0.34427615919671106, -0.3415581438308968, -0.3387802263854208, -0.3361630677662416, -0.3333809758407412, -0.33065244283481837, -0.327975766236924, -0.3252492796480181, -0.3225752089565694, -0.3198556747554675, -0.3170946426877869, -0.31438834450411896, -0.31173497299305697, -0.3089551869033472, -0.30631888254920736, -0.3035631843733466, -0.3008636951539079, -0.2981366902087361, -0.2954654217793937, -0.29276948779176637, -0.2900518560102951, -0.28739061323292037, -0.2846364435979397, -0.28201300113355304, -0.2793018953087293, -0.2766483278311862, -0.2739826135333562, -0.27130706594298293, -0.26862389727713526, -0.26593521886693006, -0.2633049724413544, -0.26067041663569973, -0.2580334282262532, -0.2553957912863583, -0.2527591987615764, -0.2501252542898095, -0.2474954742313183, -0.2449242501871135, -0.2423058108361473, -0.2397462139043669, -0.23714428141548036, -0.2345529137391735, -0.23202038675058576, -0.22945212260769596, -0.22689736970438126, -0.2243569701951283, -0.2218317046178554, -0.2192802649365866, -0.2167883485657727, -0.21427345171505446, -0.21177809722983731, -0.20930273095108307, -0.20684775386989665, -0.2043770837444848, -0.2019292002857804, -0.19946960138585093, -0.19703484310231345, -0.19462501089676779, -0.1922078909487389, -0.18981733452118935, -0.18742256205824004, -0.18505570629917154, -0.18268736801614735, -0.1803480396468494, -0.17800964841938954, -0.17567398405055984, -0.17336919608453097, -0.1710690849721679, -0.1687751743987058, -0.16648889301060474, -0.16423550069978915, -0.16196779367060746, -0.15973420777762692, -0.15751193770188712, -0.15528042289668784, -0.15308437260634028, -0.1509025170584903, -0.14871568755226894, -0.14656512604742983, -0.14441203466396998, -0.14227699557282378, -0.14016054525029814, -0.13804562481673116, -0.13595111730000822, -0.13387737113086362, -0.13180848537837672, -0.1297617723968934, -0.12772205547136628, -0.12569069938621544, -0.1236835371414719, -0.12168641455004371, -0.11970045408491062, -0.11774012565944691, -0.11577916886649363, -0.11384498739867062, -0.11191261005824135, -0.11000789483068642, -0.10810710503336494, -0.10622323327905533, -0.10435683432846118, -0.10250840674294236, -0.10066790303976575, -0.0988467849175295, -0.09703545278164892, -0.09524465675303281, -0.09346522967206901, -0.09169812847408226, -0.08994423374323034, -0.08823021859051298, -0.08652951438783203, -0.08479395207018192, -0.08310750754011914, -0.08139106693860094, -0.07972379655892183, -0.07810349542838765, -0.07645752391927618, -0.07485841714985807, -0.07323750369568884, -0.07166314334416524, -0.07007045057936089, -0.06852381852279897, -0.06702118399010694, -0.06544552623653122, -0.06397245969754035, -0.0624323932954335, -0.060990769536979135, -0.05948769036596146, -0.05802942611425867, -0.05661392748135919, -0.0551925775719677, -0.05376765197466932, -0.05238520871831803, -0.0510006837570519, -0.04961604280388635, -0.04827319326242769, -0.046931339594623804, -0.045629854862306855, -0.044293772073971234, -0.043034276308544187, -0.04174316040802917, -0.0404583126016577, -0.039213222099292934, -0.03797477060830407, -0.03677438344191095, -0.03555156249343357, -0.03436697286035101, -0.03319127057740163, -0.03202533058792771, -0.030869955238815316, -0.02972587729690089, -0.028617985008456595, -0.027497656657176062, -0.026413156828048043, -0.02531883697230965, -0.024259841814164646, -0.02321391452615736, -0.022161538275915844, -0.02114352051189904, -0.020139590342309284, -0.01913198951330927, -0.01814014707270337, -0.017181033101774205, -0.016220505626090873, -0.015276052513473666, -0.01434771422886907, -0.013420808140251391, -0.012525213156301236, -0.011631971616758366, -0.010755682281136757, -0.009883435268401023, -0.009041126190982412, -0.008203434328406253, -0.007371440997175339, -0.00655725199873382, -0.005760608713385973, -0.004970903976374927, -0.004198940526663295, -0.0034347864257051443, -0.0026884361446600042, -0.0019505971056329966, -0.001221889347684355, -0.0005111780866036638, 0.00018994714370500798, 0.0008810088517685912, 0.0015541592766606727, 0.0022169954872127105, 0.002869160400975866, 0.0035103405429477595, 0.004140263606775525, 0.0047586960506989665, 0.005359548979916477, 0.00595467086087208, 0.0065378033060963636, 0.007108845037669631, 0.00766772242310168, 0.008214387476390741, 0.008748815944573565, 0.009275453614115659, 0.00978951107730196, 0.010291043910037897, 0.010784049099115865, 0.011264364058695372, 0.011735711473491294, 0.012194313194676204, 0.012643631561585197, 0.013080243295255232, 0.01350736407246222, 0.013924792760614082, 0.014332361276255475, 0.014729932525494647, 0.015114874016583861, 0.015492268564914716, 0.015859416536845524, 0.016214093577025936, 0.016560775280985814, 0.016899160959011283, 0.01722520360173999, 0.01754283670111135, 0.01785014074472979, 0.018148825268584898, 0.018437194773157365, 0.018716829629161862, 0.018987626251305036, 0.019249507013207618, 0.01950490191151905, 0.019746329591573426, 0.01997457850398022, 0.02020085760365272, 0.02042405285324678, 0.020624634276671775, 0.020831160380250957, 0.021016575061816496, 0.021198474530808455, 0.021376025652093348, 0.021541799346135197, 0.021702706825888665, 0.02185231974074407, 0.021991313871577742, 0.02212527672695162, 0.02225365352618394, 0.022371758588931485, 0.022484059430574625, 0.02258663687978672, 0.022683267096557984, 0.02277072767842355, 0.022852162438737427, 0.022924980731328436, 0.02299174936566161, 0.023052214184402803, 0.02310615823699669, 0.02315212625391824, 0.023190644356889275, 0.023223897722334085, 0.02324985367400623, 0.023269006848815083, 0.023282363305563457, 0.023289125932048158, 0.02328969010273668, 0.023284022155124515, 0.023272479263129597, 0.023254471580199592, 0.023230887410696465, 0.02320214172522287, 0.023166865495088007, 0.023125750332433144, 0.023079955520608472, 0.023027474132149516, 0.02297066527844115, 0.022908520153904568, 0.022841131906222445, 0.02276860238331421, 0.02269104116481601, 0.02260856464087761, 0.02252129513975474, 0.022427598420979165, 0.02233108004704603, 0.022230167583870176, 0.022124999201291306, 0.02201377952906431, 0.021898518970331234, 0.021781372207016803, 0.021658519645341667, 0.021530034348968153, 0.021400151015871418, 0.02126490505951521, 0.021126506664328668, 0.020985112668017163, 0.020838751623200518, 0.020689686531821985, 0.02053593524410715, 0.020379782089610114, 0.020221381394665568, 0.02005874411476163, 0.019894161760330785, 0.019725650507041104, 0.01955337283150004, 0.019379610595161134, 0.01920239994422033, 0.019024003515700546, 0.01884247484614285, 0.018657984236081213, 0.018470703482174406, 0.018282838821941066, 0.01809047814630591, 0.017897841534946786, 0.01770306423117705, 0.01750631402473547, 0.017307757211891952, 0.01710564433660469, 0.01690398793456973, 0.01670101161667508, 0.01649502821225488, 0.016288083887375564, 0.016080330046357828, 0.015871914308054066, 0.01566123757310678, 0.015450234497671342, 0.015239041215993964, 0.015026126236508409, 0.014811697796462416, 0.014597569269908182, 0.014383859131825806, 0.014167573776899181, 0.01395203954156792, 0.013735862313756429, 0.013519224301064317, 0.013302302674904965, 0.013085269354786638, 0.012869676840243028, 0.012652886097537843, 0.01243646635568682, 0.012220567068221437, 0.012004056807597105, 0.011788403224189939, 0.011573737522995125, 0.011358991974573077, 0.011145532610719232, 0.010932332838715647, 0.010719578899450464, 0.010507449696541157, 0.010299296376659208, 0.010089879658195255, 0.00987547971704111, 0.009676360787494976, 0.009462870343662222, 0.009264333776772703, 0.009052585721283202, 0.008855440870233862, 0.008654794104500079, 0.008451178704870596, 0.00826138055460171, 0.008060798824802245, 0.007865973484216082, 0.007676704778466092, 0.007485553961013681, 0.007299999540986823, 0.007113019890126066, 0.006925037875125499, 0.006742863192342617, 0.006560074282815308, 0.006383054569382688, 0.006211585628894176, 0.006034193769106687, 0.005862663804726169, 0.005696764548784907, 0.0055261024373320705, 0.005366228216839444, 0.005202173345444192, 0.005043861074337338, 0.004886640501210982, 0.004730754862313806, 0.004580526567030739, 0.0044317670751314936, 0.004284681902468866, 0.004143115016810468, 0.004003307553199316, 0.0038654302340242618, 0.003729640026871618, 0.0035960803424823725, 0.0034678707477491743, 0.0033390253138963818, 0.0032155125070289056, 0.0030944446899232427, 0.0029759119914334166, 0.002859993226627341, 0.002746756303143675, 0.002636258649423482, 0.002530653662590219, 0.002425671083022384, 0.0023235449017118067, 0.002224295182143584, 0.002127933829298769, 0.0020344650691120902, 0.001943885925630701, 0.0018561866935622275, 0.0017713514041566636, 0.0016880045745590537, 0.001608895116901822, 0.0015313476554649145, 0.0014555178230895884, 0.001383724449768793, 0.0013136658077647085, 0.0012464319534431416, 0.0011819574695393865, 0.0011193054229250304, 0.00105937510072557, 0.0010020889747218878, 0.0009466417586149298, 0.0008930843491217917, 0.0008420970569824261, 0.0007935884378224247, 0.000746902817273343, 0.0007020573089200693, 0.0006595548283573655, 0.0006188344324480567, 0.0005798918863886639, 0.0005427155143151016, 0.0005076626810983562, 0.00047428086711271815, 0.0004425442110245565, 0.0004127242728852339, 0.000384158936435512, 0.0003573947650476927, 0.0003318494313447637, 0.00030775828607455634, 0.0002852792307632455, 0.00026393532103892193, 0.00024389821587829418, 0.00022511580705477082, 0.0002073875941624783, 0.0001909681289892301, 0.00017551937202025917, 0.00016102020683365199, 0.0001476532378011238, 0.00013505120680004198, 0.0001234712120445107, 0.00011259933258013594, 0.00010256998504841778, 9.326537910197603e-05, 8.471133757331011e-05, 7.68045289384499e-05, 6.951230334039724e-05, 6.280173293293286e-05, 5.6639898151848166e-05, 5.099414234057823e-05, 4.583229542535139e-05, 4.11228676653134e-05, 3.6810379988279105e-05, 3.291753972722545e-05, 2.9368306634370375e-05, 2.614195579701056e-05, 2.323316483018257e-05, 2.0615924935147507e-05, 1.8253642304377094e-05, 1.612757168728847e-05, 1.4228813455994665e-05, 1.2528195620699694e-05, 1.0980798514441638e-05], 'MSE': 29420.679195545563, 'R_2': 0.7865999657293417, 'U_norm': [-133.16153314289429, -0.05145658206850772, -0.047888016959524625, -0.0433374763228768, -0.03777214082713676, -0.031248932249790935, -0.023910952078773907, -0.01599585082363103, 59.81954308453621, 76.61900986820321, 1.2392552189313948, 0.014697266256095217, 0.019945605395070357, 0.023655787431430417, 0.02576364114769887, 0.02627770519491151, 0.025318202217003954, 0.023077342253340637, 0.01979492598714844, 0.01573375218238837, 0.010884164341738008, 0.005750332568093645, -3.2620097621630877, -0.004415648313900045, -0.007080330231311949, -0.010118447267748503, -0.012481658091312443, -0.014196444791513529, -0.01531463525131574, -0.01590419443198957, -0.016041487853016314, -0.015805094528279558, -0.015271220253461702, -0.014510524149967627, -0.013586125746495604, -0.012552632223983517, -0.011455917643332664, -0.010333472558702029, -0.009215001891549252, -0.008123374603476962, -0.007075556364349712, -0.006083573890035811, -0.005155411491717191, -0.004295822667327603, -0.003507031617449925, -0.0027893250602509553, -0.002141539931657086, -0.0015614574249076974, -0.001046115010520306, -0.0005920507756011526, -0.00019549153703093332, 0.00014750381664571378, 0.00044093636131321536, 0.0006887867422320165, 0.00089495608001718, 0.001063223244428261, 0.0011972146679510008, 0.0013003837510475005, 0.0013759976010582892, 0.0014271293760722, 0.0014566549164707588, 0.0014672526534235868, 0.0014614060189373159, 0.0014414077543694846, 0.0014093656463470988, 0.0013672093159454942, 0.001316697762880911, 0.0012594274229802236, 0.0011968405429798664, 0.001130233715638506, 0.0010607664502086936, 0.0009894696839236453, 0.0009172541626738522, 0.0008449186396899317, 0.000773157855250207, 0.0007025702716605597, 0.0006336655462468297, 0.0005668717296116838, 0.0005025421807678937, 0.00044096219235899157, 0.0003823553205829728, 0.0003268894153747463, 0.0002746823473599397, 0.00022580742953327103, 0.00018029853247057755, 0.00013815489314557053, 9.934561797583186e-05, 6.381388119006575e-05, 3.148082067199126e-05, 2.2491339815169418e-06, -2.399362113650166e-05, -4.737201629437821e-05, -6.802002462737982e-05, -8.607856603388097e-05, -0.00010169331484520228, -0.00011501275680152938, -0.00012618648182128407, -0.00013536369796201744, -0.00014269195170178763, -0.0001483160397647407, -0.00015237709728871306, -0.00015501184698672317, -0.00015635199458917913, -0.00015652375560117927, -0.00015564749936819138, -0.0001538374967529761, -0.00015120175878120159, -0.0001478419545243108, -0.0001438533979493516, -0.0001393250938960431, -0.00013433983433004023, -0.00012897433693986727, -0.00012329941788560142, -0.00011738019247653154, -0.00011127629714370542, -0.00010504212748973452, -9.872708739911294e-05, -9.23758451224043e-05, -8.602859277719416e-05, -7.972130644368292e-05, -7.34860043511398e-05, -6.735100102932913e-05, -6.134115545327621e-05, -5.547811159095914e-05, -4.978052995424232e-05, -4.426430908795343e-05, -3.894279646390574e-05, -3.382698791438756e-05, -2.8925715403158268e-05, -2.424582262071675e-05, -1.9792328417807143e-05, -1.5568577945749422e-05, -1.157638175332784e-05, -7.816143203007437e-06, -4.286974975342349e-06, -9.868053251923427e-07, 2.08752488095741e-06, 4.940172972071539e-06, 7.576212135975241e-06, 1.0001554122823714e-05, 1.222287536653923e-05, 1.4247544826815532e-05, 1.6083551482784862e-05, 1.7739429974726777e-05, 1.9224182465286134e-05, 2.0547195942525692e-05, 2.1718154088668994e-05, 2.2746944040600736e-05, 2.3643558864494684e-05, 2.4417997700255654e-05]}, 'iteration_17': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-21532.66419823527, 6.066313432904725, 5.825070335357986, 4.674021380431451, 3.3392474457113113, 4.164120829055049, 0.8776312520046237, 754.1295962359466, 9066.183627119228, 9565.248465175653, 3084.954561097321, -1.4760406145373668, -4.799612428632786, -6.167543613759039, -7.648815763126957, -8.498080046379917, -9.374104386026033, -10.433793723656333, -11.44929290456872, -12.277439547272843, -12.653882603293898, -630.9535734384424, -12.055571940028198, -11.976878091378424, -11.352205711881043, -10.586675022974417, -9.732426016487842, -8.77441998185321, -7.870406986378119, -7.000906264357948, -5.955336308296773, -5.05783313980942, -4.276969690916956, -3.468634599191903, -2.72861571542897, -2.063950589847106, -1.0887163000408921, -1.1060451197349992, -0.6784529967592143, -0.3322064584746307, -0.0453579705702034, 0.1872218384452225, 0.37092721636465276, 0.5112713266921433, 0.613749952432574, 0.6837144840233669, 0.7262575152883516, 0.7461170417751458, 0.7476040725760931, 0.7345562017307367, 0.7103175324009738, 0.6777425854113432, 0.639219707214318, 0.5967091440544218, 0.5517905243611874, 0.505714759058047, 0.45945624444080474, 0.4137622260957304, 0.36919723121425174, 0.32618139332093976, 0.2850222797984868, 0.24594042413355544, 0.20908916484063003, 0.17456962187987304, 0.14244173004967356, 0.11273223240944709, 0.08544045009240465, 0.06054251761869645, 0.037994629308185875, 0.01773570078501375, -0.00031027852190743837, -0.016232033262179146, -0.030128845705877413, -0.0421084304719536, -0.052284855047005564, -0.06077654171053151, -0.06770439374263425, -0.07319008618120393, -0.07735455230832794, -0.08031668522404274, -0.08219226087410249, -0.08309307738443138, -0.08312629613969034, -0.08239396340031736, -0.0809926874083945, -0.07901344440166892, -0.0765414874118192, -0.07365633393916127, -0.07043181175038735, -0.06693614589772559, -0.06323207403679072, -0.059376980830178734, -0.055423045559390496, -0.05141739979041715, -0.047402293741357966, -0.043415271376582895, -0.03948935482369111, -0.035653238945420204, -0.03193149684817317, -0.02834479666569748, -0.024910129481937115, -0.021641047601026236, -0.018547911763598168, -0.015638145299306284, -0.012916492756399861, -0.010385280229170797, -0.00804467442939259, -0.005892937559285747, -0.003926675193150562, -0.0021410746735843053, -0.0005301318544668062, 0.0009131356451798794, 0.002196490006106252, 0.003328290625750665, 0.004317327975250014, 0.005172674136765344, 0.005903549916846096, 0.00651920813067718, 0.007028832441089666, 0.0074414509159203964, 0.007765863350891433, 0.008010581319275544, 0.008183779812590324, 0.00829325934897733, 0.00834641746498098, 0.008350228486496485, 0.008311230557183356, 0.008235518972419245, 0.008128744885721724, 0.007996118562289534, 0.007842416400333209, 0.007671991052720304, 0.007488784029103524, 0.0072963402452625266, 0.0070978240772678345, 0.006896036505145324, 0.006693433060988379, 0.006492142300883004, 0.006293984622586151, 0.0061004912939503645, 0.005912923605109597, 0.005732292126188698, 0.005559376038669129, 0.005394742591109213, 0.0052387666730238786, 0.0050916505352641105, 0.004953443615769583, 0.004824062409946979, 0.004703310234597387, 0.004590896718849315], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [151.24496107583826, 7904.469706404797, 3366.116710432422, 1144.7183534157073, 232.54215110067804, -116.13239096525496, -232.61825270891254, -255.90924252403786, -243.81992659467798, -219.98309977137166, -193.82040726792454, -168.85107292157483, -146.3524752867483, -126.39394536181595, -109.02703878743067, -93.88831950782043, -80.7475138226641, -69.45030198047047, -59.68143833224579, -51.249006989721636, -43.97994685336604, -37.75823633659264, -32.363544393726094, -27.7480054428347, -23.746108292749106, -20.297632114641694, -17.321982062268766, -14.749498330130367, -12.508144694007699, -10.562162768953357, -8.857993648806993, -7.36902356857014, -6.055962087733076, -4.899612506183563, -3.871442401182802, -2.9536104717223868, -2.1309537880413028, -1.3906309730941893, -0.7217964715561672, -0.1126073635942564, 0.43895161051118164, 0.9445547938184558, 1.4070638533791093, 1.832932039457848, 2.224039374216166, 2.585263877834378, 2.919141469855497, 3.2278797368296583, 3.5123423368441173, 3.77647654226987, 4.020620695017846, 4.246135832693413, 4.454973414139706, 4.6473909817158585, 4.824429531273086, 4.988111230395147, 5.139958141796085, 5.275939419099295, 5.401930209725268, 5.5145952557141005, 5.621322975875139, 5.713074782269006, 5.799137931667709, 5.8745782640955495, 5.9422349494683795, 6.00073765303098, 6.052299775430609, 6.09709036039857, 6.135299010287839, 6.167132157137521, 6.192247776610087, 6.2117416444832605, 6.22581387790466, 6.234522428379992, 6.238497605219747, 6.23775005122104, 6.232621699344646, 6.223306920489319, 6.210001239777465, 6.192900034615718, 6.1721974033475675, 6.148604918523655, 6.121323588551363, 6.0910008621135665, 6.057817770839813, 6.022644605369509, 5.984295979956905, 5.943595478736701, 5.900703128979173, 5.855773060152174, 5.808137611332621, 5.759556032571399, 5.708523517386443, 5.6568451446885035, 5.602096653534549, 5.54695731323511, 5.490693228080802, 5.432547589675818, 5.372626590544842, 5.3127723826218585, 5.251350907305018, 5.188466824057917, 5.125079650461796, 5.06127614785633, 4.9962969788345655, 4.931073746740095, 4.864855293107752, 4.7977368695318185, 4.730615824644786, 4.6627591230668095, 4.594255017617702, 4.525959815175527, 4.457162970438068, 4.387944383952523, 4.318381318109813, 4.249269387553478, 4.179224977994242, 4.1097458656550225, 4.039493882136906, 3.9699088908210745, 3.899699096199805, 3.8302455752835805, 3.760303427455068, 3.690578756991843, 3.6211189069481504, 3.551378770240657, 3.4820156133600366, 3.4130678757195985, 3.3440208192853436, 3.2754834258464753, 3.2074856773000193, 3.1390302409619157, 3.0717163468532274, 3.004065781296299, 2.9371221112482204, 2.870438251116426, 2.8040639166297083, 2.738045729256607, 2.6724272724570937, 2.607666848167716, 2.54295575998512, 2.478757842709049, 2.4151052888467595, 2.351652884412872, 2.2888229076081648, 2.2266393149210386, 2.165123735873046, 2.1039605466410167, 2.043195280988428, 1.982870244595908, 1.9233318098795495, 1.8642911426073925, 1.805782002864403, 1.747835326514105, 1.691571549247923, 1.6350646082314322, 1.5776393761859637, 1.521949969169937, 1.4679216421739123, 1.4131369351103829, 1.3600144163981935, 1.3062766859215393, 1.2520582606948887, 1.2016215740856409, 1.1506889212083218, 1.0993797850038327, 1.0496880055550097, 0.9997191779696618, 0.9495777159883821, 0.9027711762282811, 0.8541083104194226, 0.8070371362092306, 0.761483915628008, 0.7158835603868874, 0.6703154023516568, 0.6248539473721514, 0.5809180855027499, 0.538435720998528, 0.4960765712002147, 0.4539018223583045, 0.4119684661853341, 0.3714662301533074, 0.3312279318358416, 0.2913011871274754, 0.25172988951464437, 0.21354122976418513, 0.17571496396858985, 0.13828719934848735, 0.10217727601076704, 0.06561013536421975, 0.03035596214386707, -0.00444502034108626, -0.03876883389190437, -0.0725940490337907, -0.10519076890415166, -0.13799045269342652, -0.1695810275877144, -0.2012937212222982, -0.23182182453341124, -0.26240208422463224, -0.2918265261549765, -0.32124304508928414, -0.34953595741818494, -0.3777697738659049, -0.4053987122425883, -0.43195770757992386, -0.45839568126181696, -0.4842306911646511, -0.5098775359981036, -0.5344993899518942, -0.5589092146490964, -0.5827017552895941, -0.6058843061903204, -0.6287995856677268, -0.6510932030553824, -0.6727752864232007, -0.694150907465323, -0.7149111105015606, -0.7350680694239823, -0.7548926326367488, -0.7741162069528477, -0.7929890075052191, -0.8114933594686534, -0.829397702736649, -0.8469240626066593, -0.86386284987821, -0.8804183547534796, -0.8965805689467656, -0.9123410945098228, -0.9275301449824324, -0.9423206941789221, -0.9568554553680515, -0.9706875415595424, -0.9842574908786617, -0.997416067551938, -1.0101627361838856, -1.0224978711374793, -1.0344226806678163, -1.045939134575464, -1.0571472730955123, -1.0678504100517674, -1.0782423248072148, -1.0883128722684967, -1.097898380879571, -1.107164855180221, -1.116105616140281, -1.124585855110999, -1.1328075241651308, -1.1406413246503402, -1.1481491997626194, -1.1552794170117262, -1.1621343605780634, -1.1686171884715715, -1.174778256924426, -1.1806187144595923, -1.1861403853028025, -1.1913457079105811, -1.196237676454847, -1.2008197853311493, -1.205095976720372, -1.2090931533711515, -1.2127892359839345, -1.2162079633092748, -1.219332635198592, -1.2221839942699617, -1.224750119608468, -1.2270602013587577, -1.2290824218865717, -1.2308695501343445, -1.2323641866258999, -1.2336406202255576, -1.2346379269089354, -1.2353757126759821, -1.2358899380464115, -1.2361582626885912, -1.236194934775957, -1.2360005322170955, -1.2355696644054723, -1.2349233914462285, -1.2340779816092977, -1.2330016985799248, -1.2316870300299898, -1.2301889921864688, -1.2284549715290107, -1.2265540744671704, -1.2244212382659072, -1.2221378207560734, -1.2196278303067383, -1.2169831939340292, -1.2141183931936081, -1.2110330059406422, -1.2078325150743392, -1.2044198169841671, -1.200907437314464, -1.1971916263889406, -1.1932743284566798, -1.1892767958781512, -1.184966834489751, -1.1807095839682173, -1.1761464218826196, -1.1715275223810289, -1.1667341408886966, -1.1617704196535443, -1.1566408252652884, -1.1514794897205496, -1.1461631586074799, -1.1406966044365556, -1.1350847975733582, -1.1293328738276043, -1.1235769261662585, -1.117560599485026, -1.1115506885203972, -1.1054215669277587, -1.099178483407753, -1.0926973420112558, -1.0862427511465913, -1.0796901300001698, -1.0730447303944537, -1.0663117639574509, -1.0593706188732237, -1.052478844016941, -1.0453909617491906, -1.0383606366965896, -1.031146116170336, -1.023876110546602, -1.016555346457028, -1.0091884209016657, -1.0016628311021742, -0.994102426402239, -0.9865114707695929, -0.9787810603819004, -0.9710308933859655, -0.9632648262116504, -0.9554865558839416, -0.9474847618005446, -0.939589388322007, -0.9315903023345753, -0.9234949645272799, -0.915412305120102, -0.9072450066479266, -0.8990987411488502, -0.8908788457397382, -0.8826877018982688, -0.87433917679369, -0.8660294532817673, -0.8576691814907649, -0.8493540914702421, -0.8409093315328696, -0.8325184278436227, -0.8240121105189898, -0.8155675915178673, -0.8070211365061852, -0.7985436782618711, -0.7900563007431183, -0.7814856845662729, -0.7729169993025817, -0.7643544210498767, -0.7558019341021879, -0.7471910478395921, -0.7386713092512741, -0.7300333642269516, -0.7214249357902102, -0.712848986039041, -0.7042427550731061, -0.6956770056958405, -0.6870911743331233, -0.6784913005520266, -0.6699435950586671, -0.661331482045057, -0.6527798841478871, -0.6442334422658031, -0.6356969803659103, -0.6271750810884704, -0.6186720902198658, -0.6101400196679079, -0.6016880793023704, -0.593216819388658, -0.5847817369630443, -0.5763383003348638, -0.5679393118894779, -0.5595418744869577, -0.5511961862931296, -0.5428173394638984, -0.534541208554176, -0.5261585016106282, -0.5179265075628535, -0.5098807718170637, -0.5016258588501774, -0.4931821116395203, -0.4853098567950408, -0.4772520008094908, -0.4690272057576604, -0.4609984292594403, -0.4528215174714874, -0.44484193046046594, -0.43705208713310045, -0.42913169507915255, -0.42140170878887845, -0.41355668409744184, -0.4056112675900271, -0.3978628886518685, -0.39030379028884893, -0.38265680868537316, -0.37493474576527436, -0.3674061536266431, -0.35981338054137507, -0.35216787420234974, -0.3447177456454567, -0.33745510558286324, -0.3299215733486442, -0.3228031468936717, -0.31543311892108683, -0.3082541515272875, -0.301055390415582, -0.293845112807676, -0.2868235834298717, -0.2797955420614422, -0.2727682249885814, -0.26574846304867644, -0.2589155053108704, -0.25209325080216993, -0.24528762123050293, -0.23850417437943092, -0.23190312146410327, -0.22517504146579506, -0.21863048647951683, -0.21211891180515755, -0.20564447251574283, -0.19921102530012288, -0.1928221393112614, -0.18648110730335676, -0.1801909569572836, -0.1739544623046292, -0.1677741551708528, -0.16165233656776293, -0.15559108797456123, -0.14959228245510336, -0.14365759556678076, -0.137687048892007, -0.1318877769274832, -0.1260607675077352, -0.12030823768370573, -0.11463079663619385, -0.1090289220866592, -0.10350296916622763, -0.09797057669851887, -0.09251929605392666, -0.0870711533945861, -0.08170826381160676, -0.07643007219070026, -0.07116491026931257, -0.0659873771215315, -0.06089654688636971, -0.055761768284992325, -0.0507823847704031, -0.04576840583898768, -0.04090699801178935, -0.036019271312641044, -0.03122536788097089, -0.026469692772147967, -0.02175545971440852, -0.0171361258723575, -0.012560691575959468, -0.008031709752908116, -0.0035514947845843815, 0.0008778660903317234, 0.005254501401399895, 0.009535043046514797, 0.013802752659417833, 0.018013266429725134, 0.022165465666387513, 0.02625839320457819, 0.03032665926239439, 0.034297621687992, 0.038240495401200565, 0.04215161572736624, 0.0459656311684976, 0.04974557111124762, 0.05348846724010383, 0.05716360560338323, 0.06079842367015853, 0.06436446798702428, 0.06788760328605246, 0.07136590431282018, 0.07477406469587057, 0.07815854570896393, 0.08147159112497857, 0.08473555296062897, 0.08794936114916979, 0.09113189011268359, 0.09424210177832237, 0.09731829066029415, 0.10034022666557679, 0.10330758566577118, 0.10623668383382964, 0.10910969282202176, 0.11194201403199046, 0.11471729493941678, 0.11745005929160354, 0.12013906794786698, 0.12278324566523782, 0.12540716449486375, 0.12790901695241466, 0.1304382981881063, 0.13287260167056528, 0.13532618800200852, 0.13768596083255322, 0.139956721907774, 0.14224038628185337, 0.14443643380557275, 0.1466393619210169, 0.14884287024377058, 0.15087522410937762, 0.15298998223476007, 0.15501902293325504, 0.15696685967968885, 0.15890816943467267, 0.16077082932686637, 0.16262377142338627, 0.164462881390706, 0.1662249163674043, 0.1679139616525878, 0.16964307954521962, 0.17124522315051421, 0.17288114344018732, 0.17444570788555594, 0.17598848532618075, 0.17746336570928964, 0.17891576742600412, 0.1803435393133821, 0.18170670589195909, 0.18308138580462094, 0.18435700684038928, 0.1856409153246895, 0.1868640764196605, 0.18805975805986175, 0.1892267908263308, 0.1903641554342435, 0.19147097498060164, 0.1925221318968046, 0.19354389993531648, 0.19453564823303907, 0.19549685905775277, 0.19642712070913507, 0.19732612051993054, 0.1981936380002877, 0.1990129613102527, 0.1998181440877217, 0.20057691164354385, 0.20131967153009886, 0.20203093094465005, 0.20269869430229137, 0.20334838731396426, 0.20396730036978408, 0.20455577388681717, 0.20511418485078078, 0.2056515772958312, 0.20615049856610268, 0.2066281057936975, 0.2070763317776163, 0.20749575834752762, 0.20788697904864703, 0.20825585642140626, 0.20859678726100828, 0.2089147728678364, 0.20920530662548187, 0.20946913488614585, 0.20971005623485853, 0.20992498505263446, 0.21011701587952805, 0.2102839112964381, 0.21042811684471574, 0.21054815626966794, 0.2106458787273368, 0.21072123601093742, 0.2107737675691379, 0.2108045390865834, 0.21081364359477872, 0.2108012253664919, 0.21076794104779453, 0.2107132994132409, 0.2106386855403188, 0.21054390736494485, 0.21042804932844364, 0.21029372464598456, 0.21014024321200514, 0.20996630390562865, 0.2097755338803118, 0.20956486711345412, 0.20933643860394358, 0.20909071174817856, 0.20882588136232974, 0.20854450829555957, 0.20824709399055275, 0.20793159617176132, 0.20760090852735463, 0.2072528576498592, 0.20688776332459213, 0.20650878871097794, 0.20611359793321532, 0.20570256878498291, 0.20527906068135507, 0.2048376007832149, 0.20438457152228637, 0.20391436677285332, 0.2034335307126662, 0.2029363489225566, 0.20242634784638586, 0.20190398844032195, 0.20136973286894133, 0.2008208657198198, 0.20026101070671315, 0.199687445184466, 0.19910381551265552, 0.19850739581649082, 0.19789865207058593, 0.1972780558041538, 0.1966555973307245, 0.19602217971220467, 0.1953593609331534, 0.19469921192925452, 0.19401082487643398, 0.19332601220580017, 0.19264504018600376, 0.19193747031940853, 0.19123457379772327, 0.1905063050163292, 0.18978351406929117, 0.18903659378209994, 0.18829591895853134, 0.18756159974300896, 0.18677577151436775, 0.1860262223967969, 0.1852269435402746, 0.1844640289834523, 0.1836531668526789, 0.18285116919538333, 0.18205801141258124, 0.18124676236274578, 0.18041830008736, 0.17959974692738503, 0.17876508319051446, 0.17791516916630126, 0.1770761198107439, 0.1762228550390616, 0.17538080336663428, 0.17450124985052792, 0.17365779651732108, 0.17277843517696098, 0.17188821302969326, 0.17101081575097146, 0.1701233968307287, 0.1692489427815669, 0.16834332489291542, 0.1674514204483444, 0.16655165816927378, 0.16564470382728394, 0.1647312055805541, 0.16381179329031265, 0.1629070205807789, 0.1619772671550269, 0.16106267400439805, 0.16012487546181556, 0.1592026876220543, 0.15827733283468529, 0.15733127243411885, 0.15640137382659308, 0.1554697508445012, 0.15451972341047365, 0.15356943951353735, 0.15263581845872795, 0.15168589631186757, 0.1507368540479669, 0.14978903312833605, 0.14882738764448958, 0.14788324294744962, 0.14692642348244503, 0.1459725610464408, 0.14500763358923033, 0.14406067315819485, 0.14310361853774828, 0.1421374474966858, 0.1411763256331638, 0.14022040166359334, 0.13925709092566926, 0.13829972697351373, 0.13733617571900733, 0.13637923344678288, 0.1354172044030544, 0.1344508356235696, 0.13349214193318198, 0.13253005815727695, 0.13156524776957743, 0.1306089803250951, 0.12965079506255697, 0.12869127686471774, 0.12773098264527769, 0.12677044187242503, 0.1258101571552027, 0.12486000813497396, 0.12390144484949907, 0.12294449433236675, 0.12198955858871673, 0.12103701632230604, 0.12008722372427205, 0.11914051527224857, 0.11818908878872243, 0.11724169493022077, 0.1162985973206626, 0.11535243038915254, 0.11441135536689186, 0.11346828349562565, 0.11253099924402694, 0.11159268216695463, 0.11066075529972819, 0.10972865798681714, 0.10879693095185163, 0.10786608532059269, 0.1069366034453761, 0.1060150564571045, 0.10508950378123137, 0.10416660075810542, 0.10325244515058561, 0.10233581918804188, 0.10141743167032798, 0.10050865212865111, 0.09959894075776649, 0.09869402518587056, 0.09778914427435828, 0.09688973907551915, 0.09599122681961562, 0.09509410689236009, 0.09419884913636282, 0.09329697922322576, 0.09241565763538524, 0.09155407530520086, 0.09066982299760135, 0.08976499352151367, 0.08892102630890358, 0.08801790612564524, 0.08717399382045297, 0.08631173526811933, 0.08543292886808827, 0.08457464763271687, 0.08370154257078774, 0.08284893758402141, 0.0820160063707124, 0.0811697908735029, 0.08031177443671016, 0.07947403523537139, 0.07862580957472429, 0.07779764747770757, 0.07696019437565159, 0.07614254478728538, 0.07531668957672732, 0.07451033856800332, 0.0736967659313165, 0.07287705002312819, 0.07205222120638412, 0.07124734878039443, 0.07046161292933335, 0.06964830814396916, 0.06885479480990213, 0.06808025746199085, 0.06728124418574795, 0.0665017261225548, 0.06572058959217911, 0.06493854010485613, 0.06417556420898639, 0.063393169207244, 0.06263013375938083, 0.06188565353973604, 0.06112396626927936, 0.060363974044568953, 0.05962279264241108, 0.05886718988959905, 0.058130460668793904, 0.05739639169419145, 0.05666537466047873, 0.055937774697910544, 0.05521393144261101, 0.05449416011184807, 0.05377875257725681, 0.0530547409792336, 0.05234918312220538, 0.05164872706221478, 0.050953581883769146, 0.05025199622420266, 0.04955669608327786, 0.04887915040766621, 0.048196516226342495, 0.047509773311088244, 0.046840809237441015, 0.04616844948390984, 0.04550349960043927, 0.04484599534618235, 0.04418653008364687, 0.04353504520342229, 0.04288258664374549, 0.042238548329107756, 0.041602885834779224, 0.0409672972215788, 0.040340415656628666, 0.039714344464873444, 0.039089627843389804, 0.03847417989449318, 0.03786067443344569, 0.03725658131312504, 0.03665493955650249, 0.03605616247698124, 0.03546063558176678, 0.034874995117670955, 0.03428684545792998, 0.033708886232930134, 0.03313513642144612, 0.03256586987498619, 0.03200133878949031, 0.03143647057845013, 0.030882233818246212, 0.03033336533567121, 0.029785171862808095, 0.029242956517143707, 0.02870685105899272, 0.028176972448525517, 0.02764908795182768, 0.02712787225076302, 0.02661339250538932, 0.026101734384620556, 0.025593289934005833, 0.025092163707484988, 0.024598362525794632, 0.024104838408991407, 0.0236190458135213, 0.023137634680349056, 0.02266086275698269, 0.02218896631018948, 0.02172216109162958, 0.02126357530217191, 0.020807432575819716, 0.020356917147968206, 0.01991217211772891, 0.019470738232362134, 0.019035475762667158, 0.01860647589696057, 0.018181466869804163, 0.017763012942003272, 0.017348959301282697, 0.016939554664985937, 0.016535025992440902, 0.016141563475128056, 0.015749117830782075, 0.015350794357913977, 0.014983930434075336, 0.014593803595795558, 0.01423393005646782, 0.013853155966521166, 0.013501415903856437, 0.013146123601603969, 0.012788305238609765, 0.012457202657235095, 0.012109798137038517, 0.011774793104161092, 0.011451599418342756, 0.011127415093964867, 0.010814828250897968, 0.01050190996176353, 0.01018938002284709, 0.009888455670577528, 0.009588422214104967, 0.0092996560834538, 0.00902161222514403, 0.008735672464606124, 0.008460816819010583, 0.00819649830420185, 0.007926131201580497, 0.007674259074318143, 0.0074172015942073335, 0.007170477590384623, 0.006926743963307852, 0.006686339933250507, 0.006455840861148863, 0.006228730953002785, 0.00600528296685214, 0.005791252349068315, 0.005580873770992224, 0.005374362292941754, 0.005171909049626468, 0.004973682151329936, 0.004784235160596524, 0.004594676542398882, 0.0044137425278179, 0.004237130916420234, 0.004064928879693451, 0.003897206390418952, 0.003734017182527305, 0.003575399709294923, 0.003424383924433576, 0.003274821006016583, 0.003129868719111016, 0.0029895136383003796, 0.0028537316374318347, 0.0027224887411565445, 0.00259574194793686, 0.0024734400228788823, 0.0023555242591437923, 0.0022400568268201044, 0.0021308115136874934, 0.0020240596098148574, 0.001919998295034865, 0.0018217773521816056, 0.0017262160924628913, 0.0016347778820717566, 0.0015473447254167622, 0.0014626235395574529, 0.0013818085934882063, 0.0013047694681447245, 0.0012304027380391177, 0.0011587606461614603, 0.0010907336725222464, 0.001026177669825971, 0.0009642021616846974, 0.0009048154572172891, 0.0008486668909708739, 0.000794999364966442, 0.0007437941599665357, 0.0006950230725616807, 0.0006491407604495155, 0.0006055414144259316, 0.0005641800519316188, 0.0005253985466183424, 0.0004883255503484049, 0.00045366078035453413, 0.00042064065360553846, 0.0003895614928044142, 0.00036061773078717473, 0.0003331873047785824, 0.000307484072854593, 0.000283434092273049, 0.0002607744917701239, 0.00023982437497830521, 0.00022014652074448993, 0.00020170935428025097, 0.0001847399207216046, 0.00016876745543627716, 0.00015411366411072019, 0.00014037734495239959, 0.00012772492910941976, 0.00011600438868122269, 0.00010524510204435077, 9.531418116314158e-05, 8.616808056547995e-05, 7.776314403736697e-05, 7.005595870145852e-05, 6.300366671090731e-05, 5.656423596527553e-05, 5.0696691627230493e-05, 4.5330426547912844e-05, 4.049228583658899e-05, 3.6086473896974423e-05, 3.208618590050647e-05, 2.8483796077506136e-05, 2.524613043415288e-05, 2.2327084288428892e-05, 1.9702766119796003e-05, 1.7361512385115055e-05, 1.5266744331687065e-05, 1.3362659010563291e-05], 'MSE': 28556.200125594158, 'R_2': 0.7928703805599356, 'U_norm': [-142.36946530963237, 0.04010919372968571, 0.038514144901023645, 0.030903650317100663, 0.022078404650987753, 0.027532294678419656, 0.005802714004018217, 4.9861469255197814, 59.943707081898964, 63.24341925382586, 20.397073363728605, -0.00975927136244518, -0.03173403202070637, -0.04077850648117548, -0.050572367656089634, -0.05618752520464794, -0.06197961464074581, -0.06898605857187388, -0.07570032644313503, -0.08117585857582003, -0.08366482121006916, -4.171732864017583, -0.0797089164305217, -0.07918860918696456, -0.07505840626158636, -0.06999687769947359, -0.06434876220502651, -0.05801462697407299, -0.052037482408316196, -0.04628852576548254, -0.03937543622775386, -0.033441333274450126, -0.028278427715008644, -0.0229338854075435, -0.0180410355571755, -0.013646408971822217, -0.007198364126414337, -0.00731293865242674, -0.0044857891014825416, -0.002196479517351873, -0.0002998974004405427, 0.0012378715791201169, 0.0024524930578239323, 0.0033804189179373507, 0.004057986125506899, 0.0045205769531684575, 0.004801862564558024, 0.004933169593785699, 0.0049430015299586115, 0.004856731741019314, 0.004696470736597105, 0.0044810920104577075, 0.0042263868090666006, 0.003945315869986903, 0.003648323365515644, 0.0033436800566547823, 0.0030378284476089154, 0.002735709169671635, 0.002441054758383198, 0.0021566430486042215, 0.0018845076114440426, 0.0016261065681221244, 0.0013824537607769751, 0.0011542177734039575, 0.000941794882335695, 0.0007453619070792713, 0.0005649143591096777, 0.00040029444487316265, 0.00025121253038847983, 0.0001172647385575713, -2.0514965939349664e-06, -0.00010732280386437311, -0.00019920561682718873, -0.0002784121219802976, -0.0003456965096517818, -0.000401841763148198, -0.00044764726963241423, -0.0004839175189681312, -0.0005114520966850545, -0.0005310370990565187, -0.0005434380123846825, -0.0005493940224602087, -0.0005496136579117688, -0.0005447716272381184, -0.000535506683899726, -0.0005224203437241129, -0.0005060762818990946, -0.00048700025148051774, -0.00046568038619731637, -0.00044256777580396886, -0.0004180772285379705, -0.00039258815976824874, -0.00036644556797428237, -0.0003399610771979267, -0.000313414037031254, -0.00028705268030248035, -0.00026109534240226613, -0.0002357317477524234, -0.00021112436858524932, -0.00018740985827180308, -0.00016470055830006156, -0.00014308607366620782, -0.0001226349074170826, -0.00010339614105341608, -8.540114453440916e-05, -6.866529750828132e-05, -5.3189702238358435e-05, -3.896286876973267e-05, -2.5962353870695638e-05, -1.4156337258590383e-05, -3.5051207769370515e-06, 6.037461614716497e-06, 1.452273182957671e-05, 2.200596045249331e-05, 2.8545268237315327e-05, 3.420063789099544e-05, 3.9033035454989636e-05, 4.310363860514689e-05, 4.6473167796437674e-05, 4.920131472232256e-05, 5.134626178885451e-05, 5.2964285735624685e-05, 5.410943789416157e-05, 5.4833293656470914e-05, 5.518476398464921e-05, 5.5209961660628875e-05, 5.495211552076533e-05, 5.445152638133618e-05, 5.3745558485672986e-05, 5.2868661015894456e-05, 5.185241451647382e-05, 5.072559781643696e-05, 4.95142713519938e-05, 4.8241873363738786e-05, 4.692932604341983e-05, 4.559514888425691e-05, 4.425557735010006e-05, 4.2924685007929026e-05, 4.161450794640066e-05, 4.0335170587806846e-05, 3.9095012318315406e-05, 3.790071481591141e-05, 3.675742986533793e-05, 3.566890799524312e-05, 3.463762789657293e-05, 3.366492680958933e-05, 3.275113160759385e-05, 3.1895690175706874e-05, 3.109730208581574e-05, 3.0354047466541054e-05]}, 'iteration_18': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-22082.449871530553, 3.905028667705825, 3.607955053961437, 2.31014712414353, 1.1770254570331893, 1.50873934240205, 0.4895606079516484, 1554.8388715761196, 9338.27121061654, 9441.452509495974, 2722.9876582161014, 1.9356843303152456, -5.353250775056296, -6.209059032994905, -7.245817728136335, -7.734795731686817, -8.328003969785627, -9.180457151345061, -10.079656578459897, -10.866328943402193, -11.828692786487066, -678.7585034657615, -11.291591280018109, -10.974535372817943, -10.472271027331356, -9.814673254466683, -9.05100178610294, -8.167862356303704, -7.337752972305923, -6.5187709069106035, -5.528378472645582, -4.66678371015206, -3.9243584879201237, -3.1766951020360223, -2.4967894353967406, -1.7040398876669773, -1.0849665540779867, -0.9564413927714511, -0.5599087181777331, -0.24652522692928436, 0.01754823316790488, 0.2313469746030898, 0.4001229926587818, 0.5291159523319986, 0.6234520112581613, 0.6880532733835725, 0.7275573583542748, 0.7462504850320384, 0.7480175568525661, 0.7363114465370679, 0.7141421985312016, 0.6840847443315227, 0.6483017932972617, 0.6085779932712143, 0.5663618684910986, 0.522810878787557, 0.4788367300413887, 0.4351481818541222, 0.39228966692738343, 0.3506747286410254, 0.31061393442542773, 0.2723374139900902, 0.23601250928731496, 0.20175722027915838, 0.16965021204613764, 0.13973814236003237, 0.1120410023125935, 0.08655606109234426, 0.06326088889541748, 0.04211581518071994, 0.023066072221276775, 0.0060437832236805225, -0.009030118106585907, -0.022244002669445605, -0.03369369747233352, -0.0434806959537971, -0.05171045838887321, -0.05849083401643711, -0.0639306311546194, -0.06813835320602052, -0.0712211089363626, -0.07328369643278677, -0.07442785275973623, -0.07475165576999945, -0.07434906115159368, -0.07330955602026804, -0.07171791030725763, -0.06965400827975259, -0.06719274464421217, -0.06440397215837863, -0.06135249052452207, -0.0580980688654593, -0.054695496415612534, -0.0511946580513289, -0.04764063239383663, -0.04407381132853188, -0.04053003999932114, -0.03704077654952106, -0.03363327090805376, -0.03033076141777415, -0.027152688003193665, -0.024114919942424165, -0.02122999593912493, -0.018507373888727335, -0.015953687290089832, -0.013573005217541421, -0.011367092644474882, -0.009335667985293075, -0.007476654997439891, -0.005786426368726485, -0.004260036761519522, -0.0028914433830391313, -0.0016737126140314073, -0.0005992115102457339, 0.000340216522713125, 0.001153092337080918, 0.0018481580141559708, 0.002434249990131013, 0.0029201879114857075, 0.0033146786115144386, 0.0036262343857877003, 0.003863104685909214, 0.004033220257079759, 0.004144148644442921, 0.0042030600572538586, 0.004216702512452928, 0.004191385284345869, 0.0041329696040756534, 0.004046865716949738, 0.003938035354333735, 0.003810998785241572, 0.0036698456730922097, 0.003518249028327798, 0.0033594816117215043, 0.0031964342323599192, 0.0030316354366392976, 0.0028672721858687927, 0.002705211129813093, 0.002547020223093128, 0.0023939904265455948, 0.0022471573594193667, 0.002107322745607042, 0.0019750756115433266, 0.0018508131970322297, 0.0017347615174167863, 0.0016269956067151144, 0.001527459344132423, 0.0014359848463471538, 0.001352311277758585, 0.0012761029533505182], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [147.40190341420706, 7990.453884361881, 3356.868767066284, 1114.3833615493886, 204.72216863227166, -137.58750931541647, -248.65431915095357, -267.9956312512029, -253.05689518013068, -227.08867319198995, -199.25928819541582, -172.93857211786073, -149.32552359875157, -128.43194998443974, -110.28556915697642, -94.4941799803806, -80.81087665068777, -69.06993461336712, -58.93931649136662, -50.215992350773654, -42.716884429261036, -36.318016576154974, -30.788708552061188, -26.075905393160266, -22.006653514215976, -18.516067391514042, -15.518877159809264, -12.94141864830434, -10.708333020458932, -8.781012963465017, -7.103625217961389, -5.647417561016822, -4.3716233236525825, -3.255488435463032, -2.269588536883912, -1.3951989833813117, -0.6164475838584985, 0.08006752827174085, 0.705626713490147, 1.272206979833754, 1.7824673690404558, 2.2478729798046935, 2.67159694896331, 3.060004041128262, 3.4151846087776887, 3.7418817116121064, 4.042640861993137, 4.319661303474895, 4.573900350046907, 4.809034583185809, 5.025486367994654, 5.224572446368368, 5.408107813948063, 5.576401196319683, 5.730442681433904, 5.872057488279562, 6.002608697988151, 6.11870832196978, 6.22544544878767, 6.3200596808148735, 6.408782714043155, 6.484168569207376, 6.553923216259502, 6.61407572698458, 6.666971945030794, 6.711623425991004, 6.749808978794048, 6.781695637279882, 6.807468810738679, 6.82732884658495, 6.841205099834514, 6.849870871201147, 6.853519154002079, 6.852431169474087, 6.846750811907299, 6.836929701994395, 6.8230699825394865, 6.805357116834359, 6.783977195287251, 6.7591157504499115, 6.730956730665025, 6.7003432447632045, 6.666173701090678, 6.629235744195582, 6.589699839099513, 6.548537583796408, 6.5043231979585885, 6.4579886485628695, 6.409683895965257, 6.359553222549959, 6.306835635701154, 6.2534530687767775, 6.197728235130376, 6.141611083134033, 6.082455777144419, 6.023145012980082, 5.962865601293639, 5.900795513027744, 5.837041851673241, 5.773549670516699, 5.708571414019807, 5.64221163967143, 5.575473403865853, 5.508436041126184, 5.440293079985746, 5.372013294851873, 5.3028023604457895, 5.232754146591072, 5.1627977820785755, 5.09216213613958, 5.020933727614195, 4.949996386443671, 4.878605816578201, 4.806840048045415, 4.734774394684913, 4.6632276207864685, 4.590762860618386, 4.518925356077916, 4.4463272786896475, 4.3744525610950955, 4.301962964222597, 4.230280694740264, 4.158117285978473, 4.08619811780088, 4.0145687045215075, 3.942663925858651, 3.8711585656008944, 3.8000893508243796, 3.728923032564324, 3.658284729990648, 3.588202887520141, 3.5176472559940635, 3.448263920949554, 3.3785271038562197, 3.309510485048884, 3.2407512494754207, 3.1722987736960215, 3.1041993462744357, 3.0364962300136424, 2.969660866930246, 2.902857163428262, 2.8365623790317915, 2.770808475876912, 2.7052374519938076, 2.640284388794468, 2.575973082121919, 2.512325035192616, 2.4490126778547894, 2.386081988826777, 2.3235757209915935, 2.2618520606831805, 2.2006109607655193, 2.139886660320012, 2.0797105827767757, 2.0212467254939677, 1.9624934642317073, 1.9027460036884885, 1.8447649508880999, 1.7884744502960082, 1.7313551540591487, 1.6759280848084914, 1.6198165757585, 1.5631580121453537, 1.5104090634373146, 1.4570983838067213, 1.4033482315162213, 1.3512472537702933, 1.2988092877833628, 1.2461414667726083, 1.1969309008205773, 1.1457200964737766, 1.0961354333529962, 1.0481022712109964, 0.9999708538831532, 0.951823071434701, 0.9037359696823575, 0.8572112745505814, 0.8121759591380916, 0.7672207211656835, 0.722409157120064, 0.6778006417116167, 0.634662019898447, 0.591751439238836, 0.5491187931105849, 0.506810216456606, 0.4659255042094186, 0.4253740033219449, 0.3851939426771281, 0.34637396116260827, 0.30700552945661236, 0.2689942257559527, 0.2314150041845732, 0.1942937465681, 0.1576537375032488, 0.12228771203958734, 0.0866428867793469, 0.05225412511757797, 0.017672781212985628, -0.015675729872480542, -0.04914172478457108, -0.08140254938807909, -0.11371588614773495, -0.144855328449603, -0.1759914656408651, -0.2065230495118753, -0.2359333298537122, -0.2652718772354679, -0.2940042467367846, -0.3225919331955463, -0.3501006720204172, -0.37743712943397784, -0.404147388478687, -0.4302378984872347, -0.4560940582420365, -0.4813155940569566, -0.505911962318707, -0.5302286293413586, -0.5539134409930332, -0.5769780617819756, -0.5997315381004423, -0.6218646544515394, -0.6436644197754833, -0.665110610035267, -0.6859335482010291, -0.7063900251380513, -0.7262339385773227, -0.7457030273337049, -0.7647851603733096, -0.7834699084482957, -0.8015540662932593, -0.8192415618257103, -0.8367034853935879, -0.8534007412995213, -0.869862750879464, -0.8859085726267989, -0.9015362142271346, -0.916744672045399, -0.9315338531693425, -0.9459045008782706, -0.9599808275873789, -0.9735138526847595, -0.9867464509131727, -0.9996659044758472, -1.0120598132972876, -1.024140218984525, -1.0358981712601434, -1.04715350302447, -1.058172405655236, -1.0687808877845935, -1.0790606057162198, -1.08893836401165, -1.0985546739819112, -1.107772191183018, -1.1166594270829873, -1.125216099763253, -1.133442691220239, -1.1413403830481608, -1.1489109950033953, -1.1561569265403957, -1.1630811013696551, -1.1697249481427903, -1.1760492923064545, -1.1820918163317298, -1.1878196572552666, -1.1932669370554363, -1.1984064617084262, -1.2032935780416785, -1.2078550632772702, -1.2122076507112527, -1.2162033736689293, -1.2200394913630814, -1.2235311781684601, -1.2267006990157152, -1.2296979978576974, -1.232386117055144, -1.234887699674599, -1.2370946143993151, -1.2391044850752382, -1.2408353335109963, -1.242306056234374, -1.2435802282646382, -1.2446455215973886, -1.245464429403705, -1.2460725911468395, -1.2464515355875827, -1.2466199257585708, -1.246576244293511, -1.2463239105514758, -1.2458764405605511, -1.245223620209336, -1.2443616095065142, -1.24332385491341, -1.2420827925203903, -1.2406828619546015, -1.2390861860437739, -1.2372919457582994, -1.235358919664066, -1.233173874894868, -1.2309249404964915, -1.2284258367667331, -1.2258129728258271, -1.2230220971468448, -1.220055401501427, -1.2169155269933014, -1.2136872787233102, -1.2102961842085918, -1.2067454562722002, -1.203038614774361, -1.1991794506846682, -1.1952616534194822, -1.191111255344094, -1.1869128059083789, -1.1825807927199556, -1.178119503906879, -1.1734394543417628, -1.1687324286828937, -1.1639096842187648, -1.1589758193000046, -1.1539354596304126, -1.1486979817126861, -1.1434585402411124, -1.138031397309865, -1.1326116131201256, -1.1270137014105566, -1.121337497311547, -1.1155875906577053, -1.1097684808833428, -1.1037914273853935, -1.097754962067831, -1.0916634218209513, -1.0854296683700986, -1.0791505074094863, -1.0728300064625431, -1.0664720908999903, -1.0599038186666785, -1.0533963971095117, -1.0467775812207352, -1.0400534645213007, -1.033314977848742, -1.0264814673654723, -1.0196418268243355, -1.0127170772667207, -1.0057939648195673, -0.9987153050715747, -0.9916475932924633, -0.9845153931840476, -0.9774009194351667, -0.9701547983329408, -0.9629347468126792, -0.9555953954077451, -0.948289929884277, -0.9408770207680313, -0.9335052491333539, -0.9261065953963538, -0.9186172372846559, -0.9111117175409343, -0.9035940774628763, -0.8960682039942504, -0.8884740088879384, -0.8809437840609321, -0.8732927082547268, -0.8656516570499918, -0.858023700476511, -0.8503532767717965, -0.8427037224013632, -0.8350212352747312, -0.8273113488883997, -0.8196337267706183, -0.8118838264785989, -0.8041742408911566, -0.7964554011811924, -0.7887318682611658, -0.781008005524832, -0.7732879804658886, -0.765528341946736, -0.757828663601718, -0.7500986116322987, -0.7423889826261751, -0.7346592476895203, -0.7269579289931145, -0.7192458900955376, -0.71156943690595, -0.7038505942136679, -0.6962147580412977, -0.6884688929543954, -0.6808508988489271, -0.673394419320144, -0.66573298699935, -0.6578847219537354, -0.6505571440623279, -0.6430463492286993, -0.635369073046139, -0.6278641979471473, -0.6202101472204602, -0.6127304071783822, -0.6054186339769889, -0.5979743156685687, -0.5906992344932357, -0.5833060666033747, -0.5758082065720025, -0.5684865075372757, -0.5613343532767513, -0.554089676003097, -0.546764286451828, -0.5396131405266589, -0.5323917191314359, -0.5251106661920949, -0.5180064979547137, -0.511072357537983, -0.503870407589053, -0.49705667376312546, -0.489993239929586, -0.4831041984760787, -0.47618747183241644, -0.4692509025642344, -0.4624874188582376, -0.4557092077170877, -0.44892317590258024, -0.44213586873774624, -0.43552088531569155, -0.4289080306384359, -0.4223030212078077, -0.4157112449033181, -0.4092886806979757, -0.4027342927718852, -0.3963506354787112, -0.3899911764636255, -0.3836600133846625, -0.37736096947600734, -0.37109760261658103, -0.3648732147409324, -0.3586908614988291, -0.3525533620791648, -0.3464633091227015, -0.3404230786566104, -0.3344348399917762, -0.3285005655313014, -0.32262204044563025, -0.3167001659211194, -0.3109405307714507, -0.3051456400493267, -0.29941711150581285, -0.29375571995758804, -0.28816211203597314, -0.2826368143355198, -0.2770974787640541, -0.27163177917083203, -0.26616156485007325, -0.260769320835067, -0.255454699393391, -0.2501455927812906, -0.24491728407382515, -0.23976906091751182, -0.23456872949528548, -0.22951826243174875, -0.22442505972496182, -0.219479344313347, -0.21449923994324757, -0.20960713950192464, -0.20474644018430244, -0.19992043186635822, -0.195183982734647, -0.19048495067554366, -0.1858259883212244, -0.18120951859239995, -0.17663774508555408, -0.17211266248250198, -0.1676792947179867, -0.16325148627860184, -0.15887523867259035, -0.1545518127331267, -0.15028231059926075, -0.14603063793793752, -0.1418728333011401, -0.13773655759107706, -0.13362559129829935, -0.12960877325770262, -0.12561987997850022, -0.12166201278637524, -0.11776772710844488, -0.11390803841289024, -0.11011325596307199, -0.10635596199107908, -0.1026382341242141, -0.09898724399091584, -0.09535326745377483, -0.0917876363570426, -0.08826644750488848, -0.08479093033448346, -0.08134067846317103, -0.07796027918032836, -0.07460822132731756, -0.07130658696309125, -0.06805585898338797, -0.06483822440563453, -0.061673339200019314, -0.05854432192181947, -0.05546933176285555, -0.05243238234764217, -0.04943489398635457, -0.04647812221008342, -0.04353452121018336, -0.040718661285471185, -0.037862382113035616, -0.03510387211337852, -0.0323136441643541, -0.029620305442239727, -0.027019050511298964, -0.024393144484167305, -0.0218581869497783, -0.019305143225107898, -0.01674073420756066, -0.014365533229540874, -0.011883314487272062, -0.009490880869168088, -0.00718366704046514, -0.004873350344558806, -0.002645892894293389, -0.0004190194769909318, 0.0018027551110071907, 0.003942833411253164, 0.006005383303577173, 0.008128839218314494, 0.010107846928258037, 0.012140705451123118, 0.014097101674147511, 0.016038721054161306, 0.01790724313588372, 0.019759896515727175, 0.021594181385483895, 0.023358399468153834, 0.02515125069383568, 0.0268281590121364, 0.028529822212064036, 0.030164901950173788, 0.03177742684631678, 0.03336592547821136, 0.034929083792518315, 0.03646573764956647, 0.037940479451377254, 0.03938961775769996, 0.04081225600913131, 0.0422076185185671, 0.04357504348743119, 0.04491397608457341, 0.046223961633671935, 0.04747905344697123, 0.048731243342972914, 0.049930162689856436, 0.05112362183752662, 0.052287060902522664, 0.05339996460414111, 0.05450437588899426, 0.05557894707710434, 0.05662385364746267, 0.05763931475053115, 0.05864191492679183, 0.059598551603521385, 0.06054150587835006, 0.061454893608188677, 0.06233917730964719, 0.06319483722383029, 0.06403459920626033, 0.0648455590973156, 0.06563936900457604, 0.06640447231170342, 0.0671415410317316, 0.06786071310631406, 0.06855221497319812, 0.06922528115248941, 0.06987122062951572, 0.07049842455449644, 0.07109919071839825, 0.0716811246711382, 0.0722438577940304, 0.07278103477833543, 0.07329920508037818, 0.07379817392640074, 0.07427780937630696, 0.07473329381891744, 0.07517439294901558, 0.07559191836803714, 0.0759906519673639, 0.0763743072245239, 0.07673548897044509, 0.07707824305426109, 0.07740567445886112, 0.07771194087706568, 0.07800292291416187, 0.07827599082636223, 0.07853145306028336, 0.07877156297741858, 0.07899438692847911, 0.07920029953571282, 0.0793911213003647, 0.0795655080640628, 0.07972502448886792, 0.0798696868958333, 0.07999866750452128, 0.08011318929484205, 0.08021336245826415, 0.0802987894068576, 0.0803708219793934, 0.08042866954542627, 0.08047331688645046, 0.08050441023901625, 0.08052259934754201, 0.08052791026880668, 0.08052062600150382, 0.08050104040432797, 0.08046924012016221, 0.08042562784724269, 0.08037019436180623, 0.08030349817426104, 0.08022544053587731, 0.08013622204150944, 0.08003606167761405, 0.0799269270332619, 0.07980756779842234, 0.07967430688786854, 0.07953364676928204, 0.07937908771841316, 0.07921785675286382, 0.07905059832872847, 0.07886992952738148, 0.07868392568690473, 0.0784847475382792, 0.07828093963453026, 0.07806427816813574, 0.07784369304302691, 0.07761966868413717, 0.07737436515209353, 0.07713530704294579, 0.07687521234537506, 0.07662222177718403, 0.07634852619491232, 0.07607319563404097, 0.07579659837578413, 0.0755094819683231, 0.07521209082204275, 0.07491430380694036, 0.07460680134281857, 0.07428986864257509, 0.073973389984494, 0.07364805293988504, 0.07332369125389787, 0.07298154214991447, 0.07265037229988937, 0.0723020526607711, 0.07194639930077251, 0.07159301773766912, 0.07123284727502509, 0.07087534890223467, 0.07050251844303082, 0.07013286823870186, 0.06975759035440042, 0.06937700722144674, 0.0689914400338512, 0.06860120770826737, 0.06821515712843279, 0.06781643968568246, 0.06742232429560123, 0.06701633954701988, 0.06661534805842184, 0.06621129844650393, 0.0657965446474233, 0.06538731103765723, 0.06497583302971406, 0.0645547648170865, 0.06413217511331659, 0.06371568834976218, 0.0632906630389518, 0.06286481662974201, 0.062438365440285054, 0.062004575273269726, 0.061577638392542274, 0.06114397176311459, 0.060710697463292586, 0.06027148600805498, 0.05983961080618976, 0.059402332492758836, 0.058960120980544956, 0.05851950099940126, 0.058080596439476884, 0.0576376701908558, 0.05719689340967297, 0.056752720366188246, 0.05631108984007199, 0.05586664429420248, 0.055419760247522584, 0.05497603303559438, 0.054530379979315195, 0.05408314050198184, 0.0536395757844168, 0.0531948699433724, 0.05274932583563955, 0.05230323342670048, 0.05185686984347911, 0.051410499475341445, 0.05096874634656958, 0.0505230155294642, 0.050077997604499484, 0.049633907851950224, 0.04919094986990917, 0.04874931586716201, 0.04830918697381097, 0.047866961832971865, 0.0474267330602216, 0.04698864608318293, 0.046549303339894814, 0.046112517468894595, 0.045675020644082125, 0.04524044550216661, 0.04480565022273186, 0.0443740939668072, 0.04394275715948924, 0.043511910906157164, 0.04308181158992909, 0.042652701203679845, 0.04222762781256173, 0.04180110085095549, 0.04137620743423237, 0.04095576596654785, 0.040534631172117794, 0.04011315004000303, 0.03969655232770134, 0.03928001715925794, 0.03886618108724853, 0.03845287961735045, 0.03804260973363534, 0.03763329161956864, 0.0372251667390337, 0.03681846162344298, 0.03640934692744539, 0.03601014494244871, 0.03562046331684301, 0.0352211383303016, 0.03481317551928928, 0.03443326440523209, 0.034027392918186204, 0.03364876678302201, 0.03326255803041832, 0.0328696254302936, 0.03248655359189999, 0.032097571877622195, 0.03171842351560331, 0.031348704102837174, 0.03097378838255976, 0.030594377142918166, 0.03022465625439282, 0.02985104789310147, 0.029487006935569524, 0.029119626863283638, 0.028761667922933585, 0.028400863155369625, 0.028049313633630023, 0.0276953609925775, 0.027339503116158306, 0.026982213631979692, 0.026634340674156553, 0.02629548372165941, 0.025945522291610703, 0.025604855985754727, 0.02527308719592337, 0.024931620686270826, 0.024599264125706146, 0.024266997493374194, 0.023935133337354385, 0.023612133914753638, 0.023281712631782824, 0.022960254727194953, 0.02264737102145685, 0.022328037310383176, 0.02201020990115691, 0.021701022069895385, 0.021386611443001198, 0.021080832417606037, 0.020776928747843044, 0.020475060458578873, 0.02017537483997183, 0.019878007013619827, 0.019583080498460505, 0.019290707772933877, 0.018995602390658044, 0.018708783324204916, 0.018424790746370063, 0.018143698483657118, 0.01786076232661576, 0.01758112040351546, 0.01730935182490775, 0.017036278946501726, 0.016762314023253632, 0.016496171634415097, 0.0162294092655523, 0.015966312504091598, 0.015706876122603033, 0.01544738430541382, 0.01519174371696864, 0.0149364339669356, 0.014685123263578837, 0.014437771230014405, 0.014191137898009042, 0.013948563172027872, 0.013706980025754077, 0.013466598967116149, 0.013230451893962247, 0.012995713419628244, 0.012765227047164871, 0.012536321417570438, 0.012309148826443458, 0.012083849237430104, 0.011862915647200805, 0.011641663374748165, 0.011424860863579762, 0.011210244833445095, 0.01099790711139543, 0.010787930301490006, 0.010578423790093898, 0.01037344255356379, 0.01017101788594078, 0.009969412345393627, 0.009770568702159144, 0.009574519296792016, 0.009381290586291974, 0.009189329081307126, 0.009000324069725271, 0.008814282072541611, 0.008629775680152923, 0.008446939658670067, 0.008267236632070768, 0.00809064959608487, 0.007914649229466752, 0.007741884445943557, 0.007571148339011406, 0.007402521412009613, 0.007236075639574169, 0.007071874925184457, 0.006911002701048054, 0.006751419564368766, 0.006594230227115785, 0.006439470667181577, 0.006286274501678911, 0.0061356232382551515, 0.005987533300481332, 0.005841208440981301, 0.005697519149135812, 0.005555712679946193, 0.005415864042352136, 0.00527804002088982, 0.005144330521589824, 0.005011306629202257, 0.004876639630037703, 0.004752921659705998, 0.004621689974230437, 0.0045009394894521175, 0.00437349627250242, 0.004256064885242976, 0.004137736275143896, 0.004018861517584596, 0.003909127856931877, 0.0037942676703699007, 0.0036837767761461367, 0.0035774342143812103, 0.0034710167925588167, 0.0033686462361602566, 0.0032664047283165578, 0.0031645291835657734, 0.003066664258593582, 0.0029693130896678442, 0.0028758307698799122, 0.0027860186035170674, 0.002693861335772415, 0.002605474456365757, 0.0025206607888986227, 0.0024340953739715016, 0.002353625304880316, 0.0022716729846260263, 0.002193182405050484, 0.0021158057311180326, 0.0020396460272569857, 0.001966774963519839, 0.0018951213058262322, 0.0018247659610110478, 0.0017575102957364346, 0.0016915320052168213, 0.001626893159089928, 0.0015636478887944463, 0.00150184274884905, 0.0014428873809391631, 0.0013840086152921225, 0.0013279140756577172, 0.00127326025991498, 0.0012200681804972857, 0.0011683534232703387, 0.001118126494748312, 0.00106939316433345, 0.001023075896116753, 0.0009772829617396307, 0.0009329777650891791, 0.0008901503470015188, 0.0008487875936757596, 0.000808873521515097, 0.0007703895497155167, 0.0007333147603207784, 0.0006976261455887182, 0.0006627334747526812, 0.000629772155910039, 0.0005976122173553884, 0.0005663105942452873, 0.0005368100164211015, 0.0005081505215808519, 0.00048076753161360465, 0.00045462142193792334, 0.0004293221728413179, 0.00040522317509386797, 0.00038228167364074393, 0.00036016601499926695, 0.0003388893317728409, 0.0003187131364375426, 0.0002995913243202813, 0.0002812574161519052, 0.0002637116781905494, 0.00024714341252272894, 0.0002313267558402641, 0.00021625417390051287, 0.00020191538554152307, 0.00018844187187310943, 0.00017565364464316348, 0.00016353576905579387, 0.00015218652910508842, 0.0001413493272735527, 0.00013122719714245097, 0.00012159570287602059, 0.00011254003532325753, 0.00010411538382178026, 9.61394263195504e-05, 8.867327605653838e-05, 8.169432612766263e-05, 7.512531723440346e-05, 6.905775856686607e-05, 6.336407742395718e-05, 5.803438798214857e-05, 5.3133494524332936e-05, 4.8524707745343436e-05, 4.4300184311762005e-05, 4.034362315478594e-05, 3.670241181671078e-05, 3.333224179397947e-05, 3.0241048649024656e-05, 2.73901778462268e-05, 2.4766714804116698e-05, 2.235775193046839e-05, 2.015048939936346e-05, 1.8132323328140085e-05, 1.6290921844981475e-05, 1.4614289637761397e-05, 1.3082006236849595e-05, 1.1701504131311944e-05, 1.0445235950021873e-05, 9.305380132401478e-06, 8.279593567591815e-06, 7.358269956145866e-06, 6.52815054384201e-06, 5.782319824544125e-06, 5.1173499553320456e-06, 4.52275018149254e-06, 3.982601915734576e-06], 'MSE': 27796.57870705823, 'R_2': 0.7983802206173615, 'U_norm': [-149.81115849314517, 0.026492389751201318, 0.0244769909846827, 0.015672437567886683, 0.007985144235350372, 0.010235548594670992, 0.0033212638206596566, 10.548295772259273, 63.352446695203795, 64.05244646922723, 18.473219140681167, 0.013132017221305508, -0.03631737895845726, -0.04212333016929079, -0.04915688043661056, -0.052474191768266974, -0.05649861903490976, -0.062281808827416914, -0.06838213323327547, -0.07371905459083222, -0.08024789731721525, -4.604815060505391, -0.07660410782009679, -0.07445314571937496, -0.07104569754650918, -0.06658444054157975, -0.06140356124379719, -0.05541219063687145, -0.049780585030780276, -0.04422446907825813, -0.03750547554251937, -0.03166026768416528, -0.026623526594106675, -0.02155124889603253, -0.01693865128218702, -0.011560501265715084, -0.007360600718595588, -0.006488663799328581, -0.0037985175652435117, -0.001672469769383509, 0.0001190502483051466, 0.0015694978809328514, 0.002714503572687229, 0.003589614116966923, 0.0042296062536014666, 0.004667872386907825, 0.0049358749305161076, 0.005062692334370618, 0.005074680455168535, 0.004995264178531843, 0.0048448641664859664, 0.0046409491995685545, 0.004398191472054937, 0.004128698343517396, 0.003842296852867846, 0.003546839407748856, 0.003248511178510731, 0.002952120512851117, 0.0026613609363628104, 0.0023790379988459175, 0.0021072586434524028, 0.001847584109926245, 0.0016011496750091433, 0.001368755870848602, 0.001150936374953856, 0.0009480077217168621, 0.0007601055341609797, 0.0005872112859889303, 0.0004291728095326483, 0.0002857209729814065, 0.0001564842226048047, 4.1002070498904245e-05, -6.126188275068399e-05, -0.00015090716061040416, -0.00022858387006939381, -0.0002949805601653142, -0.00035081269164052837, -0.00039681193238118583, -0.0004337164568329513, -0.00046226237084180595, -0.00048317631879598374, -0.0004971692690406553, -0.0005049314234136873, -0.0005071281590283185, -0.0005043968875191626, -0.0004973447049538471, -0.0004865467052045461, -0.00047254483695370917, -0.00045584719884097727, -0.00043692768405402614, -0.00041622590497841837, -0.00039414734567880277, -0.00037106370579582124, -0.0003473134129568579, -0.000323202288323458, -0.0002990043574308372, -0.00027496279993370897, -0.00025129103331617166, -0.00022817392580817383, -0.0002057691303460885, -0.00018420853073941235, -0.0001635997869150202, -0.00014402796360676764, -0.00012555722481274924, -0.00010823257333630564, -9.208161448132153e-05, -7.71163221324981e-05, -6.333478596445174e-05, -5.072292038865158e-05, -3.92561170919626e-05, -2.8900826048717382e-05, -1.961605190775908e-05, -1.1354755797086586e-05, -4.0651545029916824e-06, 2.308087721366128e-06, 7.822777811005959e-06, 1.2538223557163052e-05, 1.6514372870992422e-05, 1.9811059759332313e-05, 2.2487352884864034e-05, 2.4601001132709964e-05, 2.6207970209070122e-05, 2.736206366079528e-05, 2.811462102274254e-05, 2.8514286234393387e-05, 2.86068390095589e-05, 2.843508255614819e-05, 2.803878047977719e-05, 2.7454636820167815e-05, 2.6716312820902133e-05, 2.585447476862934e-05, 2.4896867647180767e-05, 2.386840979454414e-05, 2.279130418574041e-05, 2.1685162569500555e-05, 2.056713904182073e-05, 1.945207032639826e-05, 1.8352620098023568e-05, 1.7279425631980546e-05, 1.624124502982224e-05, 1.5245104111615444e-05, 1.4296441910884091e-05, 1.339925448481748e-05, 1.2556236776937925e-05, 1.1768922114415842e-05, 1.1037819541005254e-05, 1.036254832352972e-05, 9.74196951250489e-06, 9.17431355411098e-06, 8.657303103150423e-06]}, 'iteration_19': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-22626.932280754532, -0.4187362755440483, -0.3668529306471265, -1.1096646341857874, -1.3474743578734871, -0.7456284436764103, -0.5822137097086534, 2555.6145536852864, 9683.547652804416, 9245.332350293653, 2132.396835135711, -3.1208081499897675, -2.6873112224211715, -3.139247313803363, -3.9724932111541635, -4.37091068537827, -4.916685645770688, -5.751400509053735, -6.64632673694435, -7.447154091355516, -85.90329467065725, -642.2824260895754, -8.342686114285637, -8.28282810246373, -8.055917517192036, -7.693850256677102, -7.23744286978506, -6.637517607705719, -6.115464726512686, -5.539347223600041, -4.749062310635679, -4.106648463076773, -3.4940346741761603, -2.8743319299554333, -2.3493235399278034, -1.9119604608003524, -1.3736707263863166, -0.9214841995280825, -0.5807105561141691, -0.285184758948654, -0.037556204862871714, 0.16602894649827654, 0.3297687022978605, 0.4579747781144443, 0.5549027220232414, 0.6246342181879885, 0.6710009285560234, 0.6975402349960642, 0.7074741948043927, 0.7037044513740103, 0.6888178996788421, 0.6650995367330161, 0.634549312022918, 0.5989014991434812, 0.5596455467986229, 0.5180475011932554, 0.47517147702178564, 0.43190074872375256, 0.3889581453256151, 0.3469254758957045, 0.3062617727895471, 0.26732019345090197, 0.23036347410731203, 0.1955778790064853, 0.16308563551025063, 0.13295588650196227, 0.10521422575302725, 0.07985090885896448, 0.056827851488443375, 0.036084538386523014, 0.01754297164812143, 0.0011117856225447364, -0.013310349717160988, -0.0258319244497178, -0.03656628204271927, -0.045629721643410226, -0.05313993333495727, -0.05921470279182037, -0.06397083328262433, -0.0675232434151688, -0.06998420791828343, -0.07146271640362052, -0.07206393157102173, -0.07188873343559614, -0.07103334019377036, -0.06958899916533998, -0.06764174299665707, -0.06527220754500743, -0.06255550830236638, -0.059561172494383946, -0.05635312383387617, -0.05298971672292184, -0.04952381624847985, -0.04600292005268543, -0.04246931768516568, -0.03896028279479562, -0.03550829317712231, -0.03214127379399292, -0.02888285783120416, -0.025752661217431194, -0.022766566167744164, -0.019937009836804267, -0.01727327436534732, -0.01478177512450866, -0.012466344261558267, -0.010328507101706474, -0.008367749258414575, -0.006581772746827146, -0.004966739680110804, -0.003517502502563616, -0.002227819995673893, -0.0010905585250605343, -9.787830036070545e-05, 0.0007585955287475961, 0.001487616868386852, 0.0020981775909155367, 0.0025993810785429425, 0.0030003300199286805, 0.0033100279374829833, 0.003537293922925189, 0.0036906899580133185, 0.003778460105589428, 0.003808480851927435, 0.0037882217995823158, 0.0037247159044575926, 0.0036245384532191042, 0.003493793914660808, 0.0033381098630792033, 0.0031626371137704837, 0.002972055262316105, 0.0027705828116260404, 0.002561991137465492, 0.0023496215829759436, 0.0021364049978334697, 0.001924883158378068, 0.001717231504134669, 0.001515282749204051, 0.0013205509448388298, 0.001134255689741516, 0.0009573462060061773, 0.0007905251120467067, 0.0006342717292489432, 0.0004888648805648017, 0.00035440509900581485, 0.00023083626696417887, 0.00011796663906260285, 1.548924594140676e-05, -7.699838807943825e-05, -0.00015997529858177568, -0.0002339790443228192], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [144.86819934527873, 8052.381348531188, 3334.6480968498413, 1083.6459396875068, 184.2893008519759, -148.03247692766857, -252.60091039808543, -268.24113483732674, -251.30952934601018, -224.29522870586965, -195.92865790626703, -169.34868469593374, -145.63761482843248, -124.74633440573292, -106.66985444143808, -90.99661251156463, -77.46655321073847, -65.90258550136804, -55.9657992528855, -47.44662074294641, -40.15655870430871, -33.96583395572276, -28.6430677012402, -24.129779873647273, -20.253564992894596, -16.946747400970658, -14.123095470029156, -11.708393363511885, -9.627912661370836, -7.84207530843867, -6.295995619641108, -4.9604749591891295, -3.795824610948154, -2.7811775143868074, -1.8881907394550776, -1.0986291279832057, -0.3971313747649516, 0.22918760604665564, 0.7910974030370768, 1.2998233697193604, 1.75809018412923, 2.1764249581511317, 2.5578258287792237, 2.908100937204143, 3.229162223076809, 3.525284191820196, 3.7987371618976296, 4.051462268452304, 4.28425448592974, 4.500397169391368, 4.700194620042298, 4.88476958977708, 5.055715252595742, 5.213229588140194, 5.358146367744, 5.492099226118623, 5.616309565083502, 5.7274585760163355, 5.83032790762027, 5.92217584652138, 6.00900118148841, 6.083437745466326, 6.153010310297671, 6.213711656018859, 6.267824493824327, 6.314255127381741, 6.354767404950818, 6.3894869976651565, 6.4185581103562415, 6.442140454969059, 6.46001790452467, 6.47302041297854, 6.481307129915777, 6.485008255605614, 6.484470665688196, 6.479878580880406, 6.471426213504741, 6.459274076025488, 6.443584705324796, 6.424521517434702, 6.40224779930039, 6.377466609890446, 6.349301840560099, 6.3184026112833225, 6.284924355580221, 6.249711647711744, 6.2115552118292845, 6.171260253366635, 6.128966608723491, 6.084809511285861, 6.038120805199297, 5.9906109232338105, 5.940795403823072, 5.890425022957383, 5.837127925189249, 5.783504262211663, 5.728830435280488, 5.672364078659107, 5.61420246575323, 5.556127048038113, 5.496546287411688, 5.4355567747632225, 5.374084260803369, 5.312208355554357, 5.249188543107227, 5.185924559264987, 5.121684296685529, 5.05655667722453, 4.991409432422489, 4.925528313687536, 4.858996088786461, 4.7926420839740915, 4.725773816044956, 4.658466536532777, 4.59079310983665, 4.523525934483685, 4.455316353387443, 4.3876210733305205, 4.319134579961039, 4.25125898014931, 4.182732773153019, 4.114902602468846, 4.046551480818779, 3.9783677813815905, 3.9103968671235108, 3.842103894179555, 3.7741311900358787, 3.706515872070867, 3.6387521007453087, 3.571436611541641, 3.504598671860804, 3.4372566685522075, 3.370983264285241, 3.3043226914499106, 3.238302334891387, 3.172481126079876, 3.1069075025079544, 3.0416270283299753, 2.9766824433192305, 2.91252769913055, 2.848361563057287, 2.7846434059641125, 2.7214053437463814, 2.658304143387948, 2.5957596127343368, 2.5337961543532814, 2.472435979513277, 2.411364500501567, 2.350627024672439, 2.2902658299954366, 2.2306281265570465, 2.1714253462295243, 2.1126917020293576, 2.0544587340885103, 1.9978548383325156, 1.9409434235926284, 1.8830412474189255, 1.8268245471621294, 1.7722224437076364, 1.7167920715671288, 1.6629808063110099, 1.6084822567847417, 1.5534294884706807, 1.502155210936247, 1.4503153560207276, 1.3980286278148795, 1.347327831096695, 1.2962812535082102, 1.2449932968207928, 1.1970564297643083, 1.1471555040216244, 1.0988243690551855, 1.0519920538784113, 1.0050510456260906, 0.9580815689963084, 0.9111592266441044, 0.8657503931988247, 0.82178526655386, 0.7778889568444792, 0.734124050168513, 0.6905490709176637, 0.6484024044786256, 0.6064716257780628, 0.5648060508081353, 0.5234513556001886, 0.4834833402015793, 0.443836576061888, 0.40454900818519995, 0.36658801052933376, 0.3280878508299469, 0.29091262401345314, 0.2541582496816763, 0.21785056692115043, 0.18201286741877593, 0.14742103762454115, 0.11255677017431637, 0.07892177420514081, 0.04509960852118726, 0.012484818168177215, -0.02024279252834081, -0.05178936996642191, -0.08338438549691461, -0.11382835850427188, -0.1442654171223378, -0.17410741455232354, -0.20284912028671784, -0.2315160050241798, -0.25958551678810887, -0.28750817949472474, -0.3143712985873777, -0.3410601254091839, -0.3671312370736252, -0.39259084524494814, -0.41781481632102296, -0.4424124735551931, -0.4663930369896145, -0.49009318278402725, -0.5131695674856531, -0.5356336311931266, -0.5577863037589368, -0.5793264869093135, -0.600533480961457, -0.6213874451499731, -0.641626181439555, -0.6614993353628124, -0.6807679005081798, -0.699662826789019, -0.7181722956660432, -0.7362861744386194, -0.7538076443641697, -0.770934489081816, -0.7878322629500937, -0.8039795317449692, -0.8198885519082016, -0.83538441592243, -0.8504653526439273, -0.8651305697662937, -0.879380176318046, -0.8932151085282446, -0.9067550351704543, -0.9197607281834538, -0.9324658905040267, -0.9448583130410672, -0.9567345960355366, -0.9682982853567204, -0.9795408886465561, -0.9902905331456415, -1.0008017269544731, -1.0109086395422249, -1.0206893908458736, -1.0300746783840378, -1.0391982333023442, -1.047929993918719, -1.0563352790370955, -1.0644141162635885, -1.072167280552449, -1.0795962302227091, -1.0867030458656504, -1.0934903722328138, -1.0999613631547167, -1.1061550394652937, -1.1120352110998861, -1.117637278682914, -1.1229311651584828, -1.127948832090752, -1.1326656805816444, -1.1371328515577765, -1.1412839306782316, -1.1452254228917882, -1.1488239280129269, -1.1522573038575272, -1.1553603457202504, -1.1581547515046227, -1.1607729997752325, -1.1630957444622965, -1.1652293677279502, -1.167082069407203, -1.1687363715422412, -1.1701253972020365, -1.171267469224977, -1.172212718684609, -1.1729498461811345, -1.1734541662238471, -1.173749388175539, -1.1738287917950652, -1.1737000781930995, -1.1733724655946431, -1.1728393310239638, -1.1721239652264426, -1.1712069833671743, -1.170085238057646, -1.1688005841975049, -1.1673175011311947, -1.1656879970042016, -1.1638670055576799, -1.1618542383059234, -1.159714857392277, -1.1573239510582571, -1.1548867345228173, -1.1522006877273228, -1.149412712731534, -1.1464537037811628, -1.1433261793743035, -1.1400330757078099, -1.1366628716147247, -1.1331373791795487, -1.1294600403576203, -1.1256345767453786, -1.1216649546492272, -1.1176471686287408, -1.113402837367801, -1.1091207141511366, -1.1047132343848736, -1.1001847681754806, -1.0954447906760785, -1.0906875216496001, -1.0858229468001812, -1.0808556733423909, -1.075790320204634, -1.0705360161774082, -1.0652884878494833, -1.059861641023617, -1.054450461563072, -1.0488696813209195, -1.043218959041312, -1.037502778098288, -1.0317255239189251, -1.025799183674933, -1.0198215315454608, -1.0137967559187664, -1.0076387284455297, -1.0014431248661382, -0.9952138389527173, -0.988954620857123, -0.9824953778317477, -0.9761028290910534, -0.969607633832381, -0.9630159004040756, -0.9564167563798658, -0.9497311933067234, -0.9430461541647012, -0.9362844107479437, -0.9295306297803483, -0.9226315350652481, -0.9157494544680874, -0.9088108707818308, -0.9018957033597915, -0.8948587913368696, -0.8878533207271465, -0.8807382524037071, -0.8736620962451601, -0.8664879526959524, -0.8593596071490885, -0.8522111826092665, -0.8449810746729554, -0.8377412954303594, -0.8304957031217929, -0.8232479990180362, -0.8159403395313795, -0.8086999695236059, -0.8013491892266449, -0.794013809233451, -0.7866967000062027, -0.7793445495771887, -0.7720180465086467, -0.7646656332629492, -0.7572926338883033, -0.7499560645024673, -0.7425560376282118, -0.7352000679716372, -0.7278407994970041, -0.7204825710020457, -0.7131295226577357, -0.7057855982832006, -0.6984094839227707, -0.6910957947949292, -0.6837586810201046, -0.6764463563794136, -0.6691203710430429, -0.6618266967871976, -0.6545282448839174, -0.6472688085250735, -0.6399746539043341, -0.632764235674007, -0.6254553031419755, -0.6182723216227939, -0.6112467198470544, -0.6040332583982672, -0.5966494144555677, -0.589760503771858, -0.5827044243668743, -0.5754972704442028, -0.5684571808804081, -0.5612824864327598, -0.5542764051703775, -0.5474326584132276, -0.5404699527408889, -0.5336705288803244, -0.5267658176409746, -0.5197685837438248, -0.512940877981486, -0.5062761961303602, -0.4995302787565732, -0.4927143312195879, -0.48606550960739153, -0.479356391903677, -0.4725970356236, -0.4660069188439352, -0.4595793487305016, -0.4529086114588119, -0.4466022521527886, -0.44006974550964395, -0.43370342211187574, -0.4273164189698804, -0.42091606782836044, -0.41468025839349465, -0.4084357011269139, -0.40218882438445125, -0.3959457061880807, -0.38986588451045967, -0.38379278787530613, -0.3777316996280634, -0.37168758660589296, -0.36580331478219674, -0.35980308524433124, -0.35396387650110445, -0.34815148612871566, -0.34236964982466367, -0.3366218415097973, -0.3309112824493239, -0.3252409506670868, -0.3196135905636571, -0.3140317226579501, -0.30849765338085156, -0.30301348485766255, -0.2975811246239954, -0.2922022952270698, -0.28687854367113436, -0.2815201663302554, -0.2763131073690126, -0.2710787284563153, -0.2659088404026481, -0.26080404337837354, -0.2557648194115272, -0.2507915401963232, -0.24581008037195828, -0.24089927330147193, -0.23598888097623222, -0.2311529201743481, -0.22639095097252868, -0.2216383253443218, -0.21696239269186143, -0.2123623797127667, -0.20772020033703606, -0.2032160917603157, -0.19867822042160938, -0.19427600142239906, -0.1898474679159126, -0.18550145606438465, -0.1811875949341574, -0.17690878757346118, -0.17271358685288848, -0.16855571096952573, -0.16443747461071087, -0.16036098021828626, -0.15632812799168383, -0.1523406258804943, -0.14843803180438614, -0.14454444440746694, -0.14070031005793635, -0.1369066648621217, -0.13316440050182435, -0.1294418543684273, -0.12580551803558204, -0.12219203545037201, -0.11860471952284649, -0.11510354306710024, -0.11163068178001945, -0.10818882768949561, -0.10480622954713821, -0.10145764313842796, -0.09816929304785693, -0.09491734433464163, -0.09170355795478494, -0.08855133822672058, -0.08541770527732288, -0.08234687112199714, -0.07931815220840875, -0.07633254463986171, -0.07337248853879448, -0.07047616518355604, -0.06760793078373956, -0.06478663510359049, -0.06201260611800134, -0.059270587577791384, -0.05657727035878772, -0.0539182231047656, -0.05130880880541994, -0.04873538794026558, -0.0461991161636628, -0.0437010023046627, -0.04121776961727811, -0.03884589814976337, -0.03644367259093157, -0.03412729989827573, -0.03178801840358954, -0.029533620852308994, -0.02735980346952482, -0.025168976884482275, -0.023057550924714777, -0.020934659313285746, -0.018806061859255523, -0.016837965913521425, -0.014784847842023134, -0.012809636296738017, -0.010908276242795193, -0.009007904938540156, -0.007179156794032869, -0.005354400335312302, -0.0035374370565581267, -0.0017908135656991544, -0.00011085201046871917, 0.001615125595552807, 0.0032202994341136186, 0.0048656217940173585, 0.006445560491230915, 0.008010050243190013, 0.00951221291988809, 0.010998175813166245, 0.012465901864088668, 0.01387414835291907, 0.015301686495349173, 0.016633527150101742, 0.017981555910192078, 0.019273410190031506, 0.020544018290611882, 0.021792229646284668, 0.02301702920385244, 0.024217530590477678, 0.02536622699122657, 0.026491555893592866, 0.027592855521362245, 0.028669566782184124, 0.029721226981795548, 0.030747463619604423, 0.03174798830454856, 0.03270315548135241, 0.033652600201671955, 0.03455819792715018, 0.03545613918939052, 0.03632792206176084, 0.03715836035434393, 0.03797891560646722, 0.03877372024648736, 0.039543003579885175, 0.040287029433303305, 0.0410179644173547, 0.041711786248334326, 0.0423920260984361, 0.04304725442655417, 0.04367792832996306, 0.04428451713096867, 0.04487608812243982, 0.04544360180562637, 0.04599527291510936, 0.046523135045750945, 0.04702780532474202, 0.04751630084192006, 0.047982062438012174, 0.048431397916238766, 0.04885859649572297, 0.049269306974704184, 0.04965858798762201, 0.050031477530111765, 0.05038777761304747, 0.050723586549763826, 0.05104312793485042, 0.051346339747326365, 0.051633209205696494, 0.05190100519550574, 0.05215555265627231, 0.05239163706161935, 0.0526121379263864, 0.052819137510462875, 0.05300876063283161, 0.05318333590230222, 0.053344498802477144, 0.05348951638640151, 0.053621330405196954, 0.05373883194912657, 0.05384233462942356, 0.05393285980530578, 0.05400979958597574, 0.05407351228629469, 0.054124712921373025, 0.054163208448849885, 0.05418953548645556, 0.05420380215448364, 0.05420617147459193, 0.05419694546002828, 0.05417629777528842, 0.05414467893617848, 0.05410186092147737, 0.05404864430750809, 0.05398456240583002, 0.053910697296167376, 0.053826368210552866, 0.05373229841528779, 0.05362877289702017, 0.05351608207247459, 0.05339379461160869, 0.05326286239357544, 0.05312279842128443, 0.05297464389064421, 0.05281786066959119, 0.052652684740414984, 0.05247936277962281, 0.05230091217802675, 0.052114944830803867, 0.05191597861031936, 0.051713707513784755, 0.05149874594240373, 0.051281110628716035, 0.05106121912276173, 0.05082932833670421, 0.050595769948936824, 0.05035065481212329, 0.05010445706527022, 0.04984719173291265, 0.049589416493360856, 0.04933141718164487, 0.049052819466822946, 0.048784839958527865, 0.048496836766456136, 0.048219925363675115, 0.047923609241098196, 0.047628647094890376, 0.04733522404169519, 0.04703347355526421, 0.046723738997520595, 0.046416256451150495, 0.04610134824894164, 0.04577937161865561, 0.04546031343216014, 0.045134729624840816, 0.04481241005007365, 0.04447475391024059, 0.0441500994787286, 0.04381081543659722, 0.043466584627585805, 0.04312664776315328, 0.04278223274259187, 0.042442334658628206, 0.04208985584355139, 0.04174231722630511, 0.04139138268380138, 0.0410373669340674, 0.04068057869790314, 0.04032132003002695, 0.039967681200140326, 0.039604230996602804, 0.039246713695117945, 0.03888018567035439, 0.038519869172331696, 0.038158473990629604, 0.03778920545582282, 0.03742650179127501, 0.037063425335613326, 0.036693529843527466, 0.03632393562403893, 0.03596125418650497, 0.03559272066373517, 0.03522505217873323, 0.034858418041648326, 0.0344870480812199, 0.03412307280283798, 0.03375489063785807, 0.033388562289597315, 0.033018746950487315, 0.03265659664030387, 0.032291402944269076, 0.03192359645002097, 0.031558607347147036, 0.031196508888970475, 0.03083256788023294, 0.030471853738783198, 0.030109824492148874, 0.029751316043459222, 0.029391972576875324, 0.02903211705396238, 0.028676245239666904, 0.028320269157891417, 0.027964472062104097, 0.027613025164389064, 0.027262097033417452, 0.0269119333478041, 0.026562766463081942, 0.026214815646979757, 0.025868287350524738, 0.025526748881771026, 0.025183552240507223, 0.024842325301096577, 0.024503226522847584, 0.024166403271875306, 0.023831992213018634, 0.02350011970899188, 0.02316807621290701, 0.022838938758927552, 0.022512800323725508, 0.02218713180108865, 0.021864758004120997, 0.021543263518770877, 0.02122531282115603, 0.020908600277375285, 0.02059563742234436, 0.020284224496985342, 0.019974560875297153, 0.019666832260431307, 0.01936121112167944, 0.01905985185653403, 0.018758857620706424, 0.018460414756037085, 0.01816648184736836, 0.017873452464521256, 0.017581582735279554, 0.017294481380915612, 0.017008811402538026, 0.0167263774251203, 0.01644569648906794, 0.01616845707362413, 0.015893244535981108, 0.015620221502876513, 0.015349537600262302, 0.015078661098607801, 0.014815723792549241, 0.014560379304010308, 0.014300082803878294, 0.014035597514901563, 0.01379062053103742, 0.013530325490861918, 0.013288840064699148, 0.013043860184872618, 0.012796019060837821, 0.012555773919569788, 0.012313226602162854, 0.012078186136967328, 0.011850311384355511, 0.011620578790761213, 0.01138948427405321, 0.011165653762888481, 0.010940849439804369, 0.01072314996787582, 0.01050481687774201, 0.010293413878974908, 0.01008167396586751, 0.009876677013010161, 0.009671600571272138, 0.009466771833177347, 0.009262497540753471, 0.009064948868479087, 0.008873807210360934, 0.008677749875922458, 0.00848823038621992, 0.008304936544247361, 0.008117614421291098, 0.00793659962195258, 0.0077569401279657295, 0.007578816979378934, 0.007406731959858845, 0.007232014560776242, 0.007063334491817057, 0.006900396992547446, 0.006735379993845132, 0.006572439661838602, 0.0064151860198979485, 0.006256562750585628, 0.006103553363643494, 0.005952727134349916, 0.005804153973267896, 0.005657894861751138, 0.005514002356067163, 0.0053725210835976, 0.0052334882287183365, 0.005094405791929094, 0.004960446362194915, 0.004829003844376307, 0.0047000903074199485, 0.004571537504778501, 0.004445684954391865, 0.004324535907740472, 0.004203970962327263, 0.004084200260849358, 0.0039690025842368075, 0.0038546907245860097, 0.0037430949720633246, 0.0036341789294211677, 0.003526372590191135, 0.0034212875051707285, 0.00331746247305257, 0.0032163739431590797, 0.0031179662412332745, 0.0030209324549717266, 0.0029265678327635015, 0.0028336585417172767, 0.002742283678435285, 0.0026535720841041554, 0.0025664371758927318, 0.0024819089513411934, 0.002398980909615273, 0.0023176981145936314, 0.0022380984631169996, 0.002161032667451293, 0.002084851194258155, 0.0020111797111583784, 0.0019392158924076534, 0.001868971795911245, 0.001800454694729567, 0.0017330397450203564, 0.001668008991261837, 0.0016047008395734792, 0.0015425598645461423, 0.001482171320981415, 0.001423517941834095, 0.0013665800448381534, 0.00131088250367817, 0.001256897045926441, 0.0012045955333061613, 0.0011535561928240992, 0.0011038044420600354, 0.001055715504143361, 0.001009252221678261, 0.0009637335638178567, 0.0009198281703853712, 0.0008772031004810311, 0.0008358597223185954, 0.0007957958474126784, 0.0007570060349499064, 0.0007197176731323263, 0.0006834358367575307, 0.0006483956196457548, 0.0006145813369318828, 0.00058178544544439, 0.0005501989980380102, 0.0005197997416885294, 0.0004904036454635936, 0.00046216448288751626, 0.0004349124186757133, 0.0004086443642556588, 0.00038335440267090804, 0.0003593935975616948, 0.0003361237538716827, 0.00031315093726234277, 0.00029257068784612953, 0.000271296804683164, 0.0002522342645262272, 0.00023265459489033954, 0.0002151097888871267, 0.00019791909071248571, 0.00018114890675901733, 0.00016611882286994618, 0.00015085601943480128, 0.0001366329689348058, 0.00012337488546730775, 0.00011053637617184622, 9.859648706588158e-05, 8.707886846695e-05, 7.601291889647145e-05, 6.577392034498006e-05, 5.597458798782659e-05, 4.6932179149505415e-05, 3.85887975532565e-05, 3.038315015667419e-05, 2.2856619589185218e-05, 1.5955250264648153e-05, 9.240362692823516e-06, 3.3009669674905087e-06, -2.4433869291637057e-06, -7.652525823182155e-06, -1.2503029242960508e-05, -1.699669447767999e-05, -2.103144774546865e-05, -2.4741987277875998e-05, -2.8133320351813036e-05, -3.11378090768522e-05, -3.3855789032061524e-05, -3.629432657707886e-05, -3.846157689226261e-05, -4.036662922810402e-05, -4.198411284483014e-05, -4.340115188774059e-05, -4.4563250340494916e-05, -4.551565228889793e-05, -4.626873307354268e-05, -4.6833141668017687e-05, -4.721970485919221e-05, -4.743933959915427e-05, -4.750315761547774e-05, -4.742437003530402e-05, -4.7210883275025695e-05, -4.687327878422418e-05, -4.6421906614114194e-05, -4.586684273088816e-05, -4.521785268135052e-05, -4.448436120230149e-05, -4.367542735647552e-05, -4.2784486825165394e-05, -4.184964102017924e-05, -4.0847912017852255e-05, -3.978560986652505e-05, -3.8703401942615766e-05, -3.7574610184511354e-05, -3.642274022168484e-05, -3.52540245528793e-05, -3.405718219224548e-05, -3.285491355573082e-05, -3.165222618168838e-05, -3.0437404032698523e-05, -2.921562404683247e-05, -2.8007368663114723e-05, -2.6816096487337124e-05, -2.5630251845757905e-05, -2.4453929834757792e-05, -2.3304556093977286e-05, -2.2171045085403305e-05, -2.1056620644503425e-05, -1.9964218677187866e-05, -1.8907946630506045e-05, -1.7877603293583217e-05, -1.6875244956429744e-05, -1.5912517793334792e-05, -1.4970658716358571e-05, -1.40701446868124e-05, -1.3193769273983118e-05, -1.2351620340170416e-05, -1.155158415814893e-05, -1.0778717131551154e-05, -1.004095912384662e-05, -9.338205090831775e-06, -8.664521946541941e-06, -8.031181774581342e-06, -7.426655424716316e-06, -6.851312549688162e-06, -6.313717666516349e-06, -5.80025888550369e-06, -5.322474385621034e-06, -4.868423879743122e-06, -4.444591624461406e-06, -4.046878397800574e-06, -3.6771945809277674e-06, -3.3318218438868847e-06, -3.0099841476856717e-06, -2.7108323355072123e-06, -2.4334580166519496e-06, -2.176906746312283e-06, -1.9401903949440895e-06, -1.7222986263450464e-06, -1.5210454883167916e-06, -1.3378526514802868e-06, -1.169472883138425e-06, -1.0151996546962158e-06, -8.750419944647034e-07, -7.479940316206618e-07, -6.324941090858686e-07, -5.278127190325495e-07, -4.3368588309731674e-07, -3.4882374786279015e-07, -2.7110612232452824e-07], 'MSE': 27098.038737653198, 'R_2': 0.8034470123259985, 'U_norm': [-156.18978097260015, -0.0028904637337044395, -0.0025323220212077483, -0.007659822110040762, -0.009301381301320482, -0.005146943556454385, -0.004018920049360186, 17.640963098210303, 66.84384644646235, 63.818922375062094, 14.719564742313628, -0.021542396262837663, -0.018550042313609495, -0.021669678605915735, -0.027421430217168596, -0.0301716367967697, -0.03393902649265554, -0.039700918120432374, -0.045878438333358446, -0.051406410377042654, -0.592975513116587, -4.433563958593143, -0.057588112287839235, -0.0571749228355567, -0.05560859850249211, -0.05310931113045729, -0.04995881026235783, -0.04581763044525108, -0.04221399013918058, -0.03823715114581233, -0.0327819517431588, -0.028347480605003923, -0.024118714092516234, -0.019841013753514426, -0.016216972083626224, -0.013197930762124527, -0.00948221028023498, -0.006360845275363308, -0.004008544041345596, -0.0019685808259036646, -0.00025924395489897254, 0.001146068961842167, 0.002276336038152665, 0.003161320297295065, 0.0038303970480181924, 0.0043117414467075035, 0.00463180278984252, 0.004814999009665938, 0.004883571407700343, 0.004857549523981925, 0.00475479024491327, 0.004591066507750361, 0.004380183616206443, 0.004134112959490543, 0.0038631359431395753, 0.0035759918640671856, 0.0032800261210657023, 0.00298133580407814, 0.0026849104762464403, 0.0023947662644508622, 0.0021140717892617683, 0.0018452648351346536, 0.0015901590245846835, 0.0013500401073410551, 0.0011257517976393542, 0.0009177713767863403, 0.0007262755141378376, 0.0005511969457632912, 0.00039227278214258387, 0.00024908529698841126, 0.00012109608431803065, 7.674462924054753e-06, -9.187903075841793e-05, -0.0001783132848872271, -0.00025241068972007343, -0.0003149740380575929, -0.00036681572408934506, -0.00040874880185497354, -0.0004415795440173841, -0.00046610121375336046, -0.00048308882400266293, -0.0004932947111121297, -0.0004974447949214878, -0.0004962354326420856, -0.0004903308017611311, -0.0004803607666683863, -0.0004669191957691435, -0.0004505627043717322, -0.00043180980166218364, -0.00041114042199532616, -0.0003889958196507858, -0.0003657788049241158, -0.00034185429632263987, -0.00031755016181492593, -0.0002931583188121251, -0.0002689360608342603, -0.00024510757645935133, -0.00022186562684566987, -0.0001993733477673224, -0.0001777661445707046, -0.00015715364942611623, -0.0001376217138506057, -0.00011923441084843609, -0.00010203602461156293, -8.605300778656359e-05, -7.129588942826342e-05, -5.776111881578616e-05, -4.5432833359064625e-05, -3.4284540792312826e-05, -2.4280708433165627e-05, -1.537825423496079e-05, -7.5279359593914275e-06, -6.756368961386738e-07, 5.236453091021041e-06, 1.0268760694622084e-05, 1.4483355246767343e-05, 1.794307581267949e-05, 2.0710756670128274e-05, 2.2848547569499097e-05, 2.4417325168172163e-05, 2.5476191338150434e-05, 2.608205341241427e-05, 2.6289281406779e-05, 2.6149436689464496e-05, 2.5711066532744837e-05, 2.5019558997689316e-05, 2.4117052171425765e-05, 2.304239222125037e-05, 2.18311343299409e-05, 2.051558093248231e-05, 1.9124851621286225e-05, 1.768497954779463e-05, 1.6219029422987645e-05, 1.4747232392797468e-05, 1.3287133897538305e-05, 1.18537506181593e-05, 1.0459733461572367e-05, 9.115533660432163e-06, 7.82956989261583e-06, 6.608394473263891e-06, 5.456857455172352e-06, 4.378267510561588e-06, 3.3745493058092325e-06, 2.446396802821253e-06, 1.5934226315042238e-06, 8.143032068440564e-07, 1.0691957270216321e-07, -5.31506490590411e-07, -1.1042816823987348e-06, -1.6151166773961273e-06]}, 'iteration_20': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-23166.545834688306, -5.308068368517439, -4.797916359752811, -4.8639309682452385, -4.099627809970425, -3.0911784261870645, -2.829415266304251, 3567.731385466293, 10037.197379967956, 9046.261831747652, 1519.3798873313165, -5.470269218212097, 0.4315480982886598, 0.37007569534593937, -0.31200878563544865, -0.6955329201093573, -1.2924786813646703, -2.2260364327067155, -3.243697023029425, -4.189608431743293, -194.26718947266374, -568.1026420557463, -5.891256400649672, -6.110504598209906, -6.173186461685439, -6.094358054715245, -5.9101001469646945, -5.550333579827402, -5.269987730293361, -4.854332239916583, -4.239193010465803, -3.746661209624496, -3.228490489484585, -2.694548208124468, -2.3761804277833836, -1.9307107166108606, -1.5288013409425543, -0.9169086557775439, -0.6005652689700688, -0.3165557720926614, -0.07543946728168731, 0.12561852626856304, 0.2899745796622358, 0.4212056329615911, 0.5228984425261683, 0.598516635245349, 0.6513273420091518, 0.6843693552148201, 0.7004467472651046, 0.7021353581892164, 0.6917939351633239, 0.6715753640017132, 0.6434354407551186, 0.6091391368288955, 0.5702653381263317, 0.5282110257167251, 0.48419605884928535, 0.4392693724778234, 0.39431705865064454, 0.3500724229251706, 0.3071278169811573, 0.26594784504050867, 0.22688342977403736, 0.19018619225848193, 0.15602263166140107, 0.12448766469357224, 0.09561718337332378, 0.06939939688861008, 0.04578482701427074, 0.024694918359625666, 0.006029299601214561, -0.010328212494372241, -0.024504737558207, -0.03663443575655869, -0.04685543698567791, -0.055307445295438316, -0.06212988158680592, -0.06746044497097821, -0.07143399294139567, -0.07418166048673949, -0.07583015700468959, -0.07650119652234634, -0.07631103084824965, -0.07537006645465702, -0.07378255431889487, -0.07164634744380426, -0.06905272413548594, -0.06608627650643899, -0.0628248639213085, -0.059339630411690436, -0.05569508382228061, -0.05194923316838435, -0.048153779247456785, -0.044354352375189456, -0.04059079032501905, -0.03689744870233064, -0.03330353607222672, -0.029833466013363383, -0.026507218955864036, -0.023340707218529738, -0.02034613761709448, -0.01753236682922465, -0.014905245688836756, -0.01246794943802849, -0.010221291766104089, -0.008164021139166288, -0.00629309858231733, -0.004603956495801535, -0.003090738550570441, -0.0017465209748485215, -0.0005635157751724616, 0.00046674340462858225, 0.0013532320565694004, 0.0021052814162280434, 0.002732440198374563, 0.0032443506940200255, 0.0036506385766745418, 0.003960815777127019, 0.0041841957578909695, 0.004329820627554284, 0.004406399495106752, 0.004422257430157031, 0.004385294424102779, 0.004302953673026184, 0.0041821985514223425, 0.0040294975323325755, 0.003850816408151622, 0.0036516170411730288, 0.003436861923828284, 0.003211023792844635, 0.002978099552340926, 0.002741627798152386, 0.002504709245175887, 0.002270029419081857, 0.002039883022792855, 0.0018161994354262496, 0.0016005688749275045, 0.001394268821528631, 0.0011982903387863458, 0.0010133640426810977, 0.0008399855004269195, 0.0006784399054001881, 0.0005288259582451116, 0.0003910788670098442, 0.00026499247852266775, 0.0001502405110938835, 4.639685832391327e-05, -4.7045061438518574e-05, -0.00013065397063791965, -0.00020504354195083536], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [142.56134802719637, 8111.1511427496935, 3310.625252702524, 1052.3350487674097, 164.05089279438954, -157.87508671641828, -255.76241052683298, -267.648211099414, -248.74162126981176, -220.73732914818663, -191.90929920999648, -165.15487577102718, -141.43283235202242, -120.62965792981083, -102.70419713335993, -87.22427796904256, -73.91539478839034, -62.58790168717904, -52.8961799165576, -44.62406928575192, -37.57788499751532, -31.622309569527637, -26.526192494929845, -22.22601434260548, -18.550808982087887, -15.43074248672437, -12.779356452568008, -10.5225907469148, -8.586959346254165, -6.932554825654989, -5.50592896524031, -4.27799228512834, -3.2104936008319185, -2.2829000307005205, -1.4681891448230378, -0.7488796404710362, -0.11033901530078721, 0.459626012541011, 0.971137994284289, 1.4346256234416832, 1.8526885491015852, 2.2349783999066593, 2.584236252766596, 2.90574473096842, 3.201197118052409, 3.4744481497933863, 3.7275086402635975, 3.9620849998399796, 4.178819343719145, 4.380677533061553, 4.567858973629572, 4.74133020690794, 4.902510250340405, 5.05151157399667, 5.189050206933052, 5.316612808844662, 5.435310270030264, 5.541905759815385, 5.640924806201874, 5.729675446055386, 5.8139182196909385, 5.8864578589971925, 5.954578260338729, 6.014325805030106, 6.067901660452636, 6.114180190438786, 6.154877002135305, 6.190090777424309, 6.219939009530916, 6.244555228322496, 6.263664025755723, 6.278096967414197, 6.287991830151724, 6.293415088733383, 6.294778499871187, 6.292160383553219, 6.285781966422476, 6.2757884736947265, 6.262328090852115, 6.245550835219479, 6.225607551204529, 6.203141791268078, 6.177363511066092, 6.1488637131745, 6.117789022295319, 6.084931261431784, 6.049164635935847, 6.01124214345115, 5.971297906073814, 5.929462112169774, 5.885100997203451, 5.839842232444045, 5.792274342814686, 5.744071598587471, 5.6929644355683875, 5.641446468304105, 5.5888274576256745, 5.534393582207429, 5.47823752183565, 5.422082134306701, 5.364391380871803, 5.305258361097741, 5.2455820066233425, 5.185442515274336, 5.124121645046637, 5.062496397179739, 4.99985524278192, 4.936285370697926, 4.872635481541938, 4.808209518319476, 4.74308919612773, 4.678088057845432, 4.612529575587854, 4.546488484364909, 4.480037311620991, 4.413936362685852, 4.346861491625907, 4.280246303515356, 4.212807330276607, 4.145926440058797, 4.078361893928165, 4.011442693352785, 3.9439695050370314, 3.8766226332986395, 3.809448229442011, 3.741918598800169, 3.6746698087112697, 3.6077399854814285, 3.5406294105604625, 3.473930082961719, 3.4076724265328773, 3.3408840653642087, 3.2751258182362624, 3.2089543732148784, 3.1433903995638746, 3.077997052846068, 3.0128233590864433, 2.947915545831438, 2.8833170827329795, 2.8194807298881486, 2.75561024535258, 2.692163697927498, 2.6291741229334895, 2.5663005230890783, 2.5039621039249536, 2.4421842913753458, 2.380990330607445, 2.3200674429980612, 2.2594616618543926, 2.199216040491524, 2.139678126797013, 2.0805608432430622, 2.02189925809831, 1.9637257884919421, 1.9071689112784427, 1.8502946188237577, 1.7924204016598606, 1.7362220177766605, 1.6816299946234121, 1.6262027226667322, 1.5723882238900853, 1.517880791599178, 1.4628140236930414, 1.4115228173294518, 1.359662691270494, 1.3073529921722888, 1.256628188095283, 1.2055564284671665, 1.1542428990834022, 1.1062825833630534, 1.0563584602408995, 1.0080067831049317, 0.9611571001609691, 0.9142019313400702, 0.86722231257352, 0.8202946721903115, 0.7748861155180236, 0.7309270967111835, 0.6870434004396344, 0.6432983601955578, 0.5997512374331413, 0.5576400141985252, 0.515753636328042, 0.4741420786979033, 0.4328516512023113, 0.3929567178553147, 0.3533939932078057, 0.31420195715329974, 0.27634574880506674, 0.23796534117026186, 0.20091955947718362, 0.16430745662924637, 0.12815523224063846, 0.09248650143659906, 0.058073358223815576, 0.023405687789541493, -0.010022945273923823, -0.043620023461146955, -0.07600003947272511, -0.10847350075661216, -0.13975644015560726, -0.17106795291146917, -0.20121924187184753, -0.23134341673178158, -0.26085782785436806, -0.28926341113044596, -0.3175737441577631, -0.34527234348038843, -0.3728034163365888, -0.39926730123106474, -0.4255363851099929, -0.45117397781499907, -0.47618655798153403, -0.5009432545466718, -0.5250605348726637, -0.5485479488649837, -0.5717352542257448, -0.5942865836583809, -0.616213753603423, -0.6378106394356148, -0.6587838724144532, -0.6794056377457235, -0.6996564010829116, -0.7192818906883401, -0.7385245867430491, -0.7571534935525543, -0.7753923762067274, -0.7932298420643563, -0.8106562081752621, -0.827482760460319, -0.8439001191199657, -0.8600667223666805, -0.8754844691462048, -0.8906433104038973, -0.9053764780920437, -0.9196827405471127, -0.933561851547066, -0.947014470916423, -0.9600420885964012, -0.9727575911176023, -0.9849370296440888, -0.9968000422835525, -1.0083351392090112, -1.01935388463192, -1.030046083734403, -1.0404039768433921, -1.0502702728643358, -1.059879247294227, -1.0690795753137987, -1.0779431841927776, -1.086408129666435, -1.0945955256834377, -1.102389209393782, -1.10984857293346, -1.1169743397067073, -1.1237679702270016, -1.1302315967788594, -1.1363679611040753, -1.1421803551993863, -1.14767256527206, -1.1528784271505594, -1.1577683278890607, -1.1623726269596324, -1.1666676155714886, -1.1706803559278034, -1.174392402865655, -1.177844869767041, -1.1809879029992367, -1.183902762634879, -1.1864925619278806, -1.1888856838940827, -1.1909673991496745, -1.192758982084733, -1.1943460445892449, -1.1956569781453497, -1.19675300873729, -1.197588262094142, -1.198201803403589, -1.1985708785214308, -1.1987132571441734, -1.1986381194681262, -1.198336104906644, -1.1978231381379554, -1.1970844078558656, -1.1961520736419478, -1.1949969125427613, -1.1936653300887428, -1.1921153384239593, -1.1904057656632996, -1.1884833807255053, -1.1863465976574994, -1.1840703910065702, -1.181587595168701, -1.1789817861654814, -1.176177680769491, -1.1731763307812555, -1.1700722125051084, -1.1666849082752146, -1.163302853385439, -1.159642675247524, -1.1559050571957097, -1.151995315007093, -1.1479169983808555, -1.1436740262921252, -1.139378633207573, -1.1349294863479165, -1.13033089171728, -1.125587389056839, -1.1207037173263221, -1.1157965333594992, -1.1106477183909005, -1.1054860147906405, -1.1002045514425565, -1.0948082861149615, -1.0891899235100528, -1.0835793220170329, -1.0778691201672792, -1.0720643620575132, -1.0661700688440974, -1.0600807797667018, -1.0540229139433914, -1.047781192055964, -1.0415794613175735, -1.0352049395385334, -1.0287715591801327, -1.0222839688845349, -1.0157466956526011, -1.0090601523534801, -1.0023346339508308, -0.995574376352386, -0.9886826632875635, -0.9817664785297925, -0.9748296831090041, -0.9678759808867036, -0.9607166065102801, -0.9536470399378771, -0.9464795116621966, -0.9392208823735381, -0.931969097104595, -0.9246371163220066, -0.9173200701974723, -0.9099331958821568, -0.9025687543511753, -0.8950595968138082, -0.887582378477686, -0.8800569493896887, -0.8725697175010364, -0.8649634354795791, -0.8574035985036215, -0.8497378957944253, -0.8421262147386673, -0.8344211576983555, -0.8267770105675212, -0.8191228097817841, -0.8113925920512606, -0.8036633330936029, -0.7959389655247745, -0.7882232430726824, -0.7804545257760971, -0.7727678821174352, -0.7649745720903199, -0.75720801248121, -0.7494710078338648, -0.7417070670941621, -0.7339801514199628, -0.7262357474124692, -0.7184794244810555, -0.710771007554313, -0.7030054808132985, -0.695295595358111, -0.687591533396364, -0.6798977421502846, -0.6722184455385476, -0.6645576480516766, -0.6568722121330944, -0.6492605884271716, -0.6416332868619986, -0.6340403577177324, -0.626441792220888, -0.6188851807585498, -0.6113319945385706, -0.6038274454978498, -0.5962952553852341, -0.5888576184077365, -0.5813265251303916, -0.573933181610847, -0.5667094387117788, -0.5593003408401322, -0.5517243997394888, -0.5446636894384745, -0.5374390486885436, -0.5300674452047797, -0.5228742366512166, -0.5155511280506256, -0.5084075463220546, -0.5014365629420132, -0.4943515831377996, -0.4874397341475404, -0.4804279170823365, -0.47332940293878395, -0.4664099212830141, -0.45966237826569933, -0.45283936267094393, -0.4459524481580084, -0.4392411258179189, -0.4324756889055233, -0.4256664641962476, -0.4190343876820045, -0.41257224684645827, -0.4058722888424678, -0.3995445636673416, -0.3929963646000206, -0.38662107970793946, -0.38023139512038207, -0.3738347266827883, -0.36760866911515244, -0.3613800064489595, -0.35515520147693047, -0.3489403452057093, -0.3428940435044532, -0.33686037582503137, -0.33084460335958954, -0.3248516545535559, -0.3190229676646141, -0.31308532847731746, -0.307312804470556, -0.3015724943775386, -0.29586804997864374, -0.2902028516573349, -0.2845800185547649, -0.27900241897350353, -0.27347268093800187, -0.2679932028294394, -0.26256616402213767, -0.25719353545772006, -0.25187709010159515, -0.24661841323414957, -0.24141891253622688, -0.23619100713197044, -0.2311159976914259, -0.2260196499883241, -0.22099135980809262, -0.21603157694888867, -0.2111406345288522, -0.20631875710423608, -0.20149405315571992, -0.19674284585366786, -0.19199713838414864, -0.18732841805668385, -0.18273609836245183, -0.17815777492073334, -0.17365826342399351, -0.16923665109706304, -0.1647794520127718, -0.16045964245479308, -0.156112328571756, -0.15189972291742865, -0.14766673527951873, -0.14351738237024933, -0.13940346384285357, -0.13532771774474545, -0.13133627676606952, -0.12738498700956086, -0.1234760015480886, -0.11961126219616235, -0.11579250996498987, -0.11202129546564668, -0.10833489240381415, -0.10466152841164848, -0.10103934818493876, -0.09746924114963437, -0.09395195563353873, -0.09045769690610823, -0.08704877958003569, -0.08366570459695655, -0.08031157837205014, -0.07704236216651808, -0.07380394491882017, -0.07059882257064651, -0.06745322748274139, -0.06434360460812152, -0.061294224539991685, -0.05828289662607093, -0.05531120678032393, -0.05240070027928717, -0.04951163624962434, -0.04668471581915262, -0.04390078861303949, -0.0411607003891167, -0.038448300300264485, -0.03579849493529004, -0.033178587896022946, -0.03060574616109359, -0.028080174453350124, -0.025587921160885208, -0.02314409058178082, -0.020735515908633113, -0.01837603705115398, -0.016053239741703224, -0.013768114783264881, -0.011521512712079029, -0.009292497708521693, -0.007167481955604828, -0.005019423524313568, -0.002952220810037635, -0.0008687818946004433, 0.0011349196082363988, 0.0030630247716747754, 0.00500212975640496, 0.006866939551599173, 0.008737758496238578, 0.010609309501126431, 0.01233577242426915, 0.014132602448557654, 0.015857033392863904, 0.01751293125980524, 0.019163835363366168, 0.020748464395646166, 0.022325512680841236, 0.02389156768202328, 0.025392824328372313, 0.026832763748886188, 0.02830786456344829, 0.029675660648847264, 0.031073427732869894, 0.032411429283080384, 0.03373208816537995, 0.034995962179985705, 0.03624199760076815, 0.0374684370165233, 0.038640960790492014, 0.03982512694722213, 0.04092569868671251, 0.042035296909973145, 0.04309433942377655, 0.04413162747940966, 0.04514622104827899, 0.04613730492528999, 0.047104182015745524, 0.0480248859480643, 0.04892239984165286, 0.04979622752091291, 0.05064596597837036, 0.05147129931041364, 0.05227199275623673, 0.0530478868751737, 0.05378396361984581, 0.054510843102043786, 0.05519941319896855, 0.05587728165632259, 0.05653043215083984, 0.05714773095431617, 0.05775267387898244, 0.058333536090244505, 0.05889060993980245, 0.059424216486960904, 0.05994308505620791, 0.060430307055797085, 0.06090256326761525, 0.06135194312196527, 0.06177892943146763, 0.06218401323556076, 0.06257329994600053, 0.06294089956902059, 0.06329220689598317, 0.06362223058786079, 0.06393158056890187, 0.0642246587018828, 0.06449763785430268, 0.06475433796662525, 0.06499162691207891, 0.06521278764549245, 0.06541531201160809, 0.06560198888312628, 0.06577276273346926, 0.06592595878217808, 0.06606371514814367, 0.06618608797401285, 0.06629317395577666, 0.06638421723739232, 0.06646133559500002, 0.06652309927064479, 0.06657059547101288, 0.0666043060604097, 0.06662382095446961, 0.0666298075722508, 0.06662241837576181, 0.06660209093617413, 0.06656877509962698, 0.06652293676221682, 0.06646492084300003, 0.06639444179075378, 0.06631232367256708, 0.06621894031816405, 0.06611379558817379, 0.06599799776818002, 0.06587093181425478, 0.06573280472056851, 0.06558495885194114, 0.06542662803142636, 0.06525806436026467, 0.06508078655423595, 0.06489260897401822, 0.06469635687577951, 0.0644897095984898, 0.06427564943116366, 0.06405174041855588, 0.06381965462251964, 0.06357970892660098, 0.06333222121482905, 0.06307602088795232, 0.06281288686867183, 0.0625416279363252, 0.062264056308985155, 0.06197896338435687, 0.061686648160945406, 0.06138741424340446, 0.061086181023980335, 0.06077864441580491, 0.06045588354426265, 0.060133578449222444, 0.0597967075328922, 0.05946090527995936, 0.059126411220575374, 0.05877833911065039, 0.0584321351853158, 0.05807306664101375, 0.05771640732189364, 0.05734761279376897, 0.0569817431748418, 0.056618921003809525, 0.05623061318316143, 0.05586025707433107, 0.0554654160905553, 0.055088675586180545, 0.054688458057997484, 0.054292869698891556, 0.05390193690966417, 0.053502435991612286, 0.05309486665984073, 0.05269261896549699, 0.052282951855162824, 0.051866355426950395, 0.051455671680156204, 0.051038664254736583, 0.05062779729460124, 0.050199366368570975, 0.04978925559754322, 0.04936248321488946, 0.048931300150809307, 0.048507204908072366, 0.04807917835003267, 0.04765832917750241, 0.0472234751421585, 0.046796219149932615, 0.046366242368124616, 0.04593391327669019, 0.04549958922487801, 0.04506361601186231, 0.04463574536556858, 0.044197282758015745, 0.04376719867296887, 0.04332748935653608, 0.042896390573255415, 0.04246511789759751, 0.04202556811418804, 0.041594899251478176, 0.0411648143317595, 0.04072767684875801, 0.04029189859452978, 0.03986521811732485, 0.03943258720863931, 0.039001884831023056, 0.03857327807992256, 0.038140011376089335, 0.037716205845417905, 0.03728832088734103, 0.03686338789783948, 0.03643519761147971, 0.036016631139448085, 0.0355952803472363, 0.0351716424060977, 0.03475195521983761, 0.034336271493034455, 0.03391914018960056, 0.03350635414163603, 0.03309269738952703, 0.03268367722163456, 0.03227430524891048, 0.03186494122009026, 0.0314606799491564, 0.031056857801003833, 0.03065378584839536, 0.03025616960936259, 0.02985965429849791, 0.029464505979804705, 0.02907097469276272, 0.028679294855835848, 0.0282896857018924, 0.027906137827969645, 0.02752117192910969, 0.02713885008693359, 0.02675933559774954, 0.02638277903742316, 0.02600931878340376, 0.025639081537475596, 0.02526903498774377, 0.024902598479551816, 0.02453986065876694, 0.02417799813529062, 0.023820139048727915, 0.02346359111205581, 0.023111298274264794, 0.022760694561368824, 0.022414548999058898, 0.022070417160838754, 0.02172851109948272, 0.021389027248405145, 0.021052146989239764, 0.020720233298923963, 0.020388985048766014, 0.020060801613239396, 0.019737824924955082, 0.019416082715278546, 0.01909585105826058, 0.018781079674771134, 0.018468100181940703, 0.018158881984246464, 0.017851793548173456, 0.017548674242069226, 0.01724796927531076, 0.016949849770502352, 0.016654472348191184, 0.016359070132093822, 0.016072501465834804, 0.01579437180471296, 0.015511012648165186, 0.015223261794017702, 0.014956884979594161, 0.0146740080508543, 0.014411714809424433, 0.014145764401192957, 0.013876848118780328, 0.013616306936861373, 0.013353400590360364, 0.013098755818997897, 0.01285199017777991, 0.01260332666522269, 0.012353303070612979, 0.012111246187928472, 0.011868241504528617, 0.011633016153301775, 0.011397202941713532, 0.011168965715946149, 0.010940453257730588, 0.010719301034534287, 0.010498143644155373, 0.010277332544923317, 0.01005719661435274, 0.009844380813870486, 0.00963853358187943, 0.009427459024733709, 0.009223485841048132, 0.009026270536530824, 0.008824778032549437, 0.008630123456469933, 0.008436976957152589, 0.008245530602057235, 0.008060618527790218, 0.007872921228796811, 0.00769174986532274, 0.007516782391603027, 0.007339616624418789, 0.007164713284395685, 0.006995943713265555, 0.006825732164019336, 0.006661569762871992, 0.00649977234705988, 0.006340412435171156, 0.0061835529872309265, 0.006029247959203411, 0.00587754284736594, 0.005728475220062073, 0.005579364816330771, 0.005435754969371266, 0.005294849504256258, 0.005156659353966351, 0.005018858378032974, 0.004883952549363072, 0.0047540874359189664, 0.004624845563987278, 0.004496450395865488, 0.004372951283464956, 0.004250393860451449, 0.00413073890158052, 0.004013946140136471, 0.0038983306175820916, 0.003785619283785469, 0.0036742436243475222, 0.0035657862741591715, 0.0034601867662210945, 0.0033560416577160116, 0.003254740189119005, 0.0031549784529808405, 0.0030568401792564074, 0.0029615371039072662, 0.0028679013463268296, 0.002777039276488182, 0.0026878686018168003, 0.002600436991167475, 0.002514784517284875, 0.0024318265099962273, 0.002349786821146896, 0.002270415717949287, 0.0021928490506873976, 0.0021170996012397285, 0.002043175100690596, 0.001970400833539651, 0.0019001608678974383, 0.0018317413963743095, 0.0017645418900904418, 0.001699195095711037, 0.001635682869370118, 0.0015739845339559592, 0.0015135854137329461, 0.0014549973364342825, 0.0013981907279702723, 0.001342707984316861, 0.001288576787094914, 0.0012362061287323435, 0.0011855569487402842, 0.0011358872627095628, 0.001087927194810333, 0.0010413142633187399, 0.0009960507239783606, 0.0009521350699179824, 0.0009095623530854158, 0.0008685837928937025, 0.0008286567271627362, 0.0007900406905013375, 0.0007527198870159982, 0.0007164663518326423, 0.0006814925080891401, 0.0006477755886707793, 0.0006151129637819383, 0.0005836770958066225, 0.0005532806688924081, 0.0005239216214093423, 0.000495594880756056, 0.000468696735717878, 0.0004425130001635977, 0.0004165986197267422, 0.0003933231701047264, 0.0003691977492490729, 0.0003475179326936034, 0.0003251825130857329, 0.0003051042774515064, 0.00028536629057222064, 0.0002660424563083095, 0.0002486597464419188, 0.00023093904627938006, 0.00021435593092474777, 0.0001988302675393596, 0.00018372625613559247, 0.00016961036064019324, 0.00015592262580439622, 0.00014269733048944476, 0.00013038669823036613, 0.0001185291181024269, 0.00010751250493736171, 9.727439786107929e-05, 8.712645392062093e-05, 7.773880007336946e-05, 6.905302564164559e-05, 6.0518274417362795e-05, 5.288833507873753e-05, 4.542337518155121e-05, 3.856724505282402e-05, 3.209393632799248e-05, 2.6003695557479592e-05, 2.0441887838817567e-05, 1.5230283958319006e-05, 1.0365474128646244e-05, 5.952718910687994e-06, 1.853431620474224e-06, -1.9382311963903937e-06, -5.4293632265044465e-06, -8.628145548448901e-06, -1.1479758616122396e-05, -1.4129431989833063e-05, -1.646603205844227e-05, -1.8562968390735168e-05, -2.0430211543964118e-05, -2.207811391796644e-05, -2.3517306779882214e-05, -2.4758605623816253e-05, -2.5793787033677174e-05, -2.6675745183056938e-05, -2.739219114903848e-05, -2.7953916402409796e-05, -2.8371543364349303e-05, -2.8655477100195152e-05, -2.8815863625918546e-05, -2.886255441958889e-05, -2.8805076719523864e-05, -2.8649286673011375e-05, -2.8409342708431913e-05, -2.8086065356511617e-05, -2.7684559360308226e-05, -2.7225562392451478e-05, -2.670264580139785e-05, -2.6130089332166842e-05, -2.5514931614545168e-05, -2.4854124993904922e-05, -2.4162857187457747e-05, -2.344700774178449e-05, -2.2701871605859476e-05, -2.193232640310092e-05, -2.1153267208477098e-05, -2.0369097353717492e-05, -1.9573905319443585e-05, -1.8771757199732847e-05, -1.7976012051099568e-05, -1.7180375410290112e-05, -1.638820769240812e-05, -1.5602639802785774e-05, -1.4834936511037858e-05, -1.4078722872137332e-05, -1.3336351310907273e-05, -1.2617332221737248e-05, -1.1908389223820698e-05, -1.1225613081720963e-05, -1.0556602702050763e-05, -9.909592599515741e-06, -9.291256066166065e-06, -8.690561144140865e-06, -8.114110782444982e-06, -7.562269133122465e-06, -7.0307569204209865e-06, -6.528848070047611e-06, -6.047759830561382e-06, -5.588062652405272e-06, -5.1568995171266776e-06, -4.743613303561612e-06, -4.357726384815807e-06, -3.989816051752944e-06, -3.645324108655507e-06, -3.3211057236867146e-06, -3.018887907060368e-06, -2.735786275859899e-06, -2.471298354470602e-06, -2.2248491168267284e-06, -1.995802668006301e-06, -1.7834734864534037e-06, -1.5871371115448195e-06, -1.4060401843056044e-06, -1.2384395124982043e-06, -1.085588351335516e-06, -9.44840132349721e-07, -8.156563262880713e-07, -6.980936461958065e-07, -5.913541271125458e-07, -4.941651376274559e-07, -4.059468734473502e-07, -3.2650834796389217e-07, -2.5478901527681735e-07, -1.8901865542545975e-07], 'MSE': 26417.578262781662, 'R_2': 0.8083826661799516, 'U_norm': [-162.50229253557546, -0.03723357314356662, -0.03365509961723928, -0.03411816067508568, -0.028756937802322913, -0.0216831453629897, -0.01984700138685059, 25.025937549191735, 70.40616225292395, 63.45522103407033, 10.657726736028328, -0.038371334902038756, 0.0030271045071496995, 0.0025959048592977896, -0.002188593125570008, -0.004878832384346888, -0.009066122773496428, -0.015614586057145904, -0.02275299072612889, -0.029388109036317295, -1.362691869518217, -3.9849696363168805, -0.041324359611132976, -0.042862281362267884, -0.04330196480009503, -0.04274902104486316, -0.04145653952254493, -0.03893294829083334, -0.03696645559152463, -0.034050830164531226, -0.029735921255467958, -0.026281045101097807, -0.022646324131109122, -0.018900973165892097, -0.01666777471912914, -0.013543016723817511, -0.010723813748816886, -0.006431677802672666, -0.004212679513004911, -0.0022204880713551024, -0.0005291719563380332, 0.0008811541715906631, 0.0020340336582070854, 0.0029545570355451146, 0.003667883692291819, 0.004198309322506586, 0.004568751294338742, 0.004800525290092223, 0.004913300543028398, 0.004925145344939173, 0.0048526051845812395, 0.004710781531240749, 0.004513393363320623, 0.004272821115162546, 0.004000139919881623, 0.0037051489347630882, 0.0033964048918282736, 0.0030812655705204886, 0.002765946484808655, 0.0024555914241493637, 0.002154355453636673, 0.0018654975507512942, 0.0015914792710016179, 0.0013340656164778158, 0.0010944244995923218, 0.0008732217158940856, 0.0006707090308082901, 0.00048680373740046405, 0.00032115876947107447, 0.00017322309834421788, 4.22926669591863e-05, -7.244749476708705e-05, -0.0001718890705419155, -0.00025697313007595995, -0.0003286685888462447, -0.00038795540426821585, -0.0004358115476025017, -0.000473202912574018, -0.0005010754603116298, -0.000520349040345102, -0.0005319124587897581, -0.0005366194816139336, -0.0005352855599225949, -0.0005286851425688696, -0.0005175495005387521, -0.0005025650260724423, -0.0004843719930418407, -0.00046356377485313473, -0.0004406865178908772, -0.00041623926367455327, -0.0003906745040311449, -0.00036439914459268353, -0.0003377758418454802, -0.00031112467073561936, -0.00028472507428232226, -0.00025881804070525537, -0.00023360845418632047, -0.00020926756435974962, -0.0001859355244328475, -0.00016372395174827622, -0.000142718471308377, -0.0001229812084914996, -0.0001045532041127686, -8.745673098419116e-05, -7.169749674894782e-05, -5.7266722492437205e-05, -4.4143091252201136e-05, -3.229456348997701e-05, -2.168005984490505e-05, -1.2251013353461869e-05, -3.95279494832463e-06, 3.2739828293450386e-06, 9.492278783999299e-06, 1.4767547091864637e-05, 1.9166767442186673e-05, 2.27575759170026e-05, 2.5607492034489782e-05, 2.7783237461774045e-05, 2.935014170549351e-05, 3.0371630853653412e-05, 3.090879516057485e-05, 3.1020031027110126e-05, 3.076075313278423e-05, 3.0183171955403332e-05, 2.9336132252719035e-05, 2.826500728434113e-05, 2.701164424440266e-05, 2.5614355497230556e-05, 2.410795056525261e-05, 2.2523803567738586e-05, 2.0889950884690567e-05, 1.9231214081640364e-05, 1.756934319775379e-05, 1.592317591738922e-05, 1.4308808489347176e-05, 1.2739774589816588e-05, 1.1227228840794758e-05, 9.780132158071724e-06, 8.405436380785013e-06, 7.1082664322889e-06, 5.8920984807165385e-06, 4.758933021860781e-06, 3.7094623937625686e-06, 2.7432321117184868e-06, 1.8587961093508928e-06, 1.0538656759056333e-06, 3.254518778019479e-07, -3.299987141280756e-07, -9.164754171399487e-07, -1.4382828529721333e-06]}, 'iteration_21': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-23689.869247838014, -10.143105096952203, -9.440009008003429, -9.10033405772293, -7.646204123352451, -6.555655201291734, -8.73665451130389, 4566.512407969765, 10383.6150299979, 8845.054884336474, 909.5314607815678, 1.46381355575677, 2.555094630289863, 3.2633144757057524, 3.2252902165285455, 3.303501774368995, 3.011323562875047, 2.2147892224583834, 1.1809989711761648, 0.06866770590945794, -307.3230106766003, -490.9729706578141, -2.925405566413046, -3.6226537285354876, -4.139046711543128, -4.474452191391685, -4.6582327808786355, -4.605065010485976, -4.603843491072332, -4.374939420937552, -3.941548968736612, -3.595792937974175, -3.1660865203806225, -2.685089909701203, -2.26421368872017, -1.9638066675189496, -1.4780278354064795, -1.0321642065656538, -0.7043858222852688, -0.4082907755727622, -0.15177525160609295, 0.06604158125003894, 0.24702277504199388, 0.39368703742294636, 0.5089494237336244, 0.5959241075465966, 0.6577795135915684, 0.6976357614235584, 0.7184945282042561, 0.7231926506675257, 0.7143728539065067, 0.6944668454729818, 0.6656867727001522, 0.6300226786113525, 0.589244885939531, 0.5449097107440339, 0.4983680886995055, 0.45077640800031793, 0.40310911020723084, 0.3561726019603105, 0.3106200484244566, 0.2669666390944185, 0.22560494328369488, 0.18682001002882626, 0.1508039136682192, 0.11766950072896848, 0.08746315170440902, 0.060176429665780115, 0.03575654349862548, 0.014115603264919575, -0.004861312206992585, -0.021309221904516045, -0.03537736501770699, -0.04722428428795097, -0.05701376672820556, -0.06491153528826063, -0.07108258760026061, -0.07568908393334109, -0.07888869526504992, -0.08083333244300066, -0.08166818806461532, -0.08153103346066302, -0.08055172322016171, -0.07885186894227827, -0.07654465189928086, -0.07373475068926989, -0.0705183651176873, -0.06698332128494186, -0.06320924588983695, -0.05926779950578461, -0.05522296017741954, -0.051131349363802744, -0.04704259287835876, -0.04299970981435463, -0.039039522662428806, -0.035193082016948596, -0.03148609949102244, -0.0279393829410388, -0.024569268475336258, -0.0213880444446668, -0.018404363211693073, -0.015623637258595556, -0.013048416868365156, -0.010678747282946158, -0.008512503909833102, -0.006545704667903564, -0.004772799093478907, -0.0031869342230143568, -0.0017801976338466846, -0.0005438383497049946, 0.000531533537081643, 0.0014557674207520998, 0.0022390118281092088, 0.0028915719587598193, 0.0034237839900791963, 0.0038459050565184086, 0.004168017764445622, 0.004399948310004715, 0.004551197180126769, 0.0046308815574546015, 0.004647688579495711, 0.0046098386183584875, 0.004525057749550207, 0.004400558667124293, 0.004243029250627918, 0.004058628048687959, 0.003852985962975841, 0.003631213398281965, 0.003397912170783083, 0.0031571914842419345, 0.0029126872853026476, 0.0026675843553333346, 0.0024246405458423063, 0.0021862125532902386, 0.001954282764392004, 0.0017304866769667878, 0.0015161405062665211, 0.0013122686172980728, 0.001119630506868666, 0.0009387470861764786, 0.0007699261201894159, 0.0006132866751950536, 0.0004687825321097539, 0.00033622451502658, 0.00021530172854962847, 0.0001056017122380893, 6.629501272387695e-06, -8.217442789648824e-05, -0.0001614173446092779, -0.00023173869737196705], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [140.39472248805228, 8167.997108698183, 3287.2388305080563, 1022.0408080891531, 144.57717913545537, -167.26825210762624, -258.72295616775597, -267.02877004577704, -246.26567775334127, -217.3514192849086, -188.11602695044192, -161.22356376091636, -137.5144015598168, -116.81421909862651, -99.0478566050149, -83.76420320594147, -70.67542159635916, -59.580198241554456, -50.12685192019227, -42.09314314030477, -35.28060150980175, -29.54878373921511, -24.666887380911295, -20.5667443560398, -17.078852592344507, -14.131470862810525, -11.638058154033669, -9.5248347452022, -7.71958135378455, -6.182242798865266, -4.860810961441692, -3.7264594171631944, -2.742360703188314, -1.8884441103681129, -1.138981224704104, -0.4772858598532611, 0.11051209779273136, 0.6358877097015183, 1.1082966915424886, 1.5374066810557339, 1.9255820574599603, 2.2816912277726025, 2.6081699286220665, 2.909817363205955, 3.1880733480669763, 3.44641582505409, 3.6866018731652064, 3.910111457454268, 4.117419075372652, 4.311237515351612, 4.49164745853777, 4.659473775895236, 4.815994395114287, 4.961231276070845, 5.0957991958087545, 5.2210812666000965, 5.338111275600413, 5.44362733981616, 5.542045080534094, 5.630633391352148, 5.7151060204193085, 5.788198345783478, 5.85719930826035, 5.918075013882267, 5.973021455392519, 6.0208404015727295, 6.063260967247, 6.100359502320383, 6.132231920101075, 6.1589910507578125, 6.180285349442487, 6.196983396372884, 6.209206618376749, 6.216949689664192, 6.220723287191406, 6.220480660939927, 6.21648749647847, 6.208877937717284, 6.197789911345724, 6.183363989502675, 6.165742369366465, 6.145514999066588, 6.1219780385816485, 6.09566855116784, 6.066727442430088, 6.03590334020806, 6.00214424624917, 5.966159226060118, 5.928079114764871, 5.888031339972925, 5.845408396917088, 5.801777252734032, 5.755780321117908, 5.709039418594932, 5.6593537618476475, 5.6091476050242015, 5.557753992440907, 5.504476074264232, 5.4494027206992, 5.39422662528727, 5.337441657215489, 5.2791384367684975, 5.2202045317900945, 5.16072239440274, 5.099983125262969, 5.038856982577499, 4.976639939827463, 4.913418931777935, 4.85003998725823, 4.785812120346287, 4.720817672125635, 4.655870888979248, 4.590298167356197, 4.524175539098102, 4.457577054130363, 4.391267241954425, 4.323919427563979, 4.256974749501368, 4.189145243797367, 4.121822652813031, 4.053759029427922, 3.9862951816313283, 3.9182240958794496, 3.850233548802096, 3.7823722822613055, 3.7141088154042756, 3.646087789434821, 3.5783499905421716, 3.5103914153777787, 3.4428133086471515, 3.375648694119925, 3.3079133079959626, 3.241191895446327, 3.1740218419160007, 3.1074407087719558, 3.0410066929539132, 2.974771128632125, 2.908782536825253, 2.8430866544947953, 2.7781456644813867, 2.713151060873748, 2.648570291644159, 2.5844384651925503, 2.520409722380958, 2.4569122802576437, 2.3939734482871518, 2.3316182747185055, 2.269529284401464, 2.207754529225208, 2.1463390232385775, 2.085638230675132, 2.0253606009699134, 1.9655429461880496, 1.9062193517646977, 1.848541676050616, 1.790538546624869, 1.7315147554623838, 1.674200115773236, 1.6185246162884173, 1.5619990258715168, 1.5071206685287877, 1.451539043387551, 1.395391387027233, 1.3430981255923906, 1.2902302660665377, 1.2369104625021046, 1.1852130771780685, 1.1331697967615717, 1.0808888027216834, 1.0320328795888853, 0.9811861757398204, 0.93195123181712, 0.8842561431405711, 0.8364647595753697, 0.7886604327524256, 0.7409217820843527, 0.6947414763846174, 0.6500483398325253, 0.6054453446316401, 0.5609975942183968, 0.5167659970883414, 0.47400800033850304, 0.43149391240261314, 0.38927504850525696, 0.3473989413314173, 0.30695502880759457, 0.2668651881439966, 0.2271688520558331, 0.18884330726306559, 0.15000582059816214, 0.11253768323655373, 0.07552726876128175, 0.03900130692300064, 0.002983855225785352, -0.031745947789059724, -0.06671199450230636, -0.10040776635463713, -0.13425196505963413, -0.16684888006690227, -0.19951785510080305, -0.23096726356371577, -0.26242282751808493, -0.2926904302705015, -0.32290776877897187, -0.3524899969624367, -0.38093781802192955, -0.4092666367703646, -0.43695935624725973, -0.4644598890134536, -0.4908700139491373, -0.5170608452258864, -0.5425969086310599, -0.5674852215439931, -0.5920930956847136, -0.6160393624644073, -0.639334191894666, -0.6623047889759734, -0.6846186137458784, -0.7062881536300791, -0.7276041024523691, -0.7482772114024946, -0.7685761329740269, -0.7884815066748592, -0.8077438585552762, -0.8266016964243192, -0.844829182397635, -0.8626458474639107, -0.880040672297387, -0.8970043880353624, -0.913354019366611, -0.9292755548240643, -0.9449224670639489, -0.9598135206595194, -0.9744228478133035, -0.9885896861177229, -1.0023133747412574, -1.0155942517129495, -1.0284335717245785, -1.040833427576882, -1.0529015253979737, -1.0644260937656407, -1.075615805502466, -1.0864597803578437, -1.0967818270373306, -1.1067607691191117, -1.1163895015599745, -1.125522928335715, -1.134378661507354, -1.142817555026836, -1.150906460617894, -1.158589773308486, -1.1659779731143598, -1.172966845424768, -1.1796108248363646, -1.1859113217212327, -1.1918704793340382, -1.1974911065600158, -1.2027766138609317, -1.207730952501533, -1.2123585570974251, -1.2166887479330493, -1.2206978087679379, -1.2244116840517076, -1.2278124179456018, -1.230922758226791, -1.2337298573956266, -1.2362658505251316, -1.2384959145871222, -1.2404784838837, -1.2421499035879882, -1.2435935390509878, -1.2447407583263297, -1.2456126358968111, -1.2462518309215693, -1.2466306439663861, -1.2467687373366445, -1.2466626715923883, -1.2463113476202408, -1.2457329556906924, -1.244944906792969, -1.243918306602172, -1.2426455381845973, -1.2411805087812224, -1.2394724051202968, -1.2375898846861926, -1.2354690965371382, -1.2331914771743273, -1.2306817644138912, -1.2280323741817223, -1.225158130262047, -1.222058902692155, -1.2188411207648109, -1.2154076215801828, -1.2118720511905834, -1.2081304008404936, -1.204184992634393, -1.2001583477850755, -1.1958169709908633, -1.1915290331375237, -1.1869336968785418, -1.1822832776551084, -1.1774585580093628, -1.1724640877680834, -1.1673047434876789, -1.1621157300051808, -1.1567734113480435, -1.1512829421758435, -1.1456496694995568, -1.1398790982423366, -1.1341079845493847, -1.1280796293103816, -1.1220616798080234, -1.1159285207503915, -1.1096857025895226, -1.103209564795165, -1.0967647908881044, -1.090227111143673, -1.0836020202040495, -1.0768949567139365, -1.0699861570422735, -1.0631321888796934, -1.0560891268288297, -1.0491092250666947, -1.0419526444674414, -1.0347473879146236, -1.0274982935439043, -1.0202100542999106, -1.0127716561875815, -1.0053057877404525, -0.9978167590666809, -0.9901973744324986, -0.9825658452121698, -0.9749260272660897, -0.9672816050679935, -0.9594252418467689, -0.9516810627515118, -0.9438429624503444, -0.9359185540503859, -0.92801460027375, -0.9200360518849158, -0.9120862435084122, -0.9040728844454328, -0.896095861894297, -0.8879741165175001, -0.8798986960711477, -0.8717828006815749, -0.8637193834835355, -0.8555390309755591, -0.847419656526586, -0.8391975809844163, -0.8310441961923857, -0.8228014945755816, -0.8146344048200584, -0.8064668247460021, -0.7982283679273482, -0.7900010562745933, -0.7817889090728259, -0.7735957446947902, -0.7653560538352908, -0.7572129086498778, -0.7489662804466469, -0.7407573745154732, -0.732588941452277, -0.7244012299590855, -0.7162615755303381, -0.7081124251702243, -0.6999596016927254, -0.691865843887158, -0.6837208231634704, -0.6756427296948566, -0.6675791954548921, -0.6595347844459883, -0.6515138126908813, -0.6435203536772419, -0.6355093541112681, -0.6275833088190454, -0.6196488946857059, -0.6117581070240514, -0.6038692850578797, -0.5960317465897557, -0.5882054294916855, -0.5804370732379707, -0.572647660814332, -0.5649634365235946, -0.5571901358046236, -0.549566317592165, -0.5421243610537444, -0.5344985989776043, -0.5267085898050798, -0.519455167453245, -0.5120401236602077, -0.5044813126825496, -0.4971123088554548, -0.48961721409548686, -0.48231265477070423, -0.47519105485424606, -0.46795955230924824, -0.4609111389722273, -0.4537672288927594, -0.4465416145297408, -0.4395046687616341, -0.4326487088986062, -0.4257222334482843, -0.4187372000461921, -0.41193637903927516, -0.405086855937065, -0.3981992429035245, -0.39149686169454084, -0.38497197938817146, -0.37821300289274634, -0.37183520351471616, -0.3652410092202093, -0.3588266643545235, -0.3524035262688647, -0.34597911133682807, -0.33973159950045323, -0.3334869885893318, -0.32725179220747036, -0.3210321307777412, -0.3149865327050025, -0.30895889355973655, -0.3029544686157777, -0.29697816415511913, -0.2911708188973329, -0.28526018876928544, -0.27951906354392675, -0.27381504698821635, -0.26815172274193305, -0.2625323933352648, -0.25696009136172526, -0.2514375908568914, -0.2459674187876318, -0.24055186656739633, -0.23519300152344277, -0.22989267825153065, -0.22465254980259575, -0.2194740786542122, -0.21435854742725308, -0.20921980328469686, -0.20423594176268187, -0.1992357359148291, -0.1943068886132472, -0.1894497123823376, -0.18466440427742264, -0.17995105430907446, -0.17523935776076197, -0.17060381307579012, -0.16597803115615525, -0.16143164052893397, -0.15696391913146165, -0.15251409299765836, -0.14814509253438904, -0.1438558755299566, -0.13953636011376633, -0.13535410060467087, -0.13114936415898695, -0.1270789568534299, -0.12299292749337, -0.1189916587405196, -0.11502856698573861, -0.1111062528223123, -0.10726900310921131, -0.1034742573124468, -0.09972403287504707, -0.09602013641471885, -0.09236417461661603, -0.08875756503515875, -0.08523582767366314, -0.08173032195283722, -0.0782774269017806, -0.07487790715269801, -0.07153238895638125, -0.06821249213125435, -0.06497732879482018, -0.0617703347011998, -0.05859444767778734, -0.05550255130310088, -0.05244336191469007, -0.04941921485802188, -0.04645479044017179, -0.043527814465447665, -0.040661053960564096, -0.037833565004475385, -0.035046789729540305, -0.03232084424399717, -0.02961845118527261, -0.026977622586501854, -0.024380369527110517, -0.021827414314857702, -0.019303670543188198, -0.01684154203225622, -0.014410568356309545, -0.012026627490747772, -0.009689823232588131, -0.0073871870879179055, -0.0051326110915400685, -0.002913880264931897, -0.0007436730353180016, 0.0013895037161676257, 0.00348479165728737, 0.005541467292558538, 0.007578708638649033, 0.009517699186053934, 0.01147442954227689, 0.013354275684673522, 0.015245563225254498, 0.01706120347784205, 0.018805207825077885, 0.02055594307572403, 0.022236438782572816, 0.02391911207571705, 0.025599067902432986, 0.02714567218409828, 0.02875200373440628, 0.030290303617162794, 0.031764285898565524, 0.03323058397255122, 0.03463484141204775, 0.036029152112945065, 0.03741040846634703, 0.038731245594418214, 0.03999498617060634, 0.04128623327015668, 0.042480369175274486, 0.043697348213147406, 0.04485898418706326, 0.04600222289533087, 0.047093031580850916, 0.048165139276468844, 0.04921700372518322, 0.0502193116264129, 0.0512280906948221, 0.05216233532442334, 0.05310080692958052, 0.05399310575865987, 0.05486363963676615, 0.05571162729702658, 0.056536403571346545, 0.05733741279258701, 0.05809661507719996, 0.05883312241703216, 0.05954656100996954, 0.06023664252346105, 0.060903158226608294, 0.061545973242598494, 0.062165020953579175, 0.06274850438599903, 0.0633207663734508, 0.06385895711351845, 0.06438473759645448, 0.06488720293392498, 0.06535800018828025, 0.06581514857942282, 0.06624977242040567, 0.06666220460153238, 0.06705280218515898, 0.0674279653881818, 0.0677756020968164, 0.06810775986592077, 0.06841890366032313, 0.06870952777053446, 0.06898013168972235, 0.06923484725056302, 0.06946988218394701, 0.06968876286434106, 0.06988846521092819, 0.07006958546792201, 0.07023480827476919, 0.07038209318994366, 0.07051363644447854, 0.07062797923567983, 0.07072687006553846, 0.0708093671389883, 0.07087680992961315, 0.07092923771771031, 0.0709663912040243, 0.0709890776194963, 0.07099742941652826, 0.0709916129862313, 0.07097210560856095, 0.07093870564231788, 0.07089233963081713, 0.07083297403064066, 0.07076010642627396, 0.07067545466568637, 0.07057865838460885, 0.07046896796031143, 0.07034874035516381, 0.07021611200224875, 0.0700724959598446, 0.06991824910975698, 0.0697523058067557, 0.06957633709264664, 0.06939071750319971, 0.06919423644328092, 0.06898875856340501, 0.06877299483204798, 0.06854720946047176, 0.06831341733586707, 0.06807023464410958, 0.06781795611478805, 0.06755869754566136, 0.06728916811792622, 0.06701332238008939, 0.06672780329746643, 0.0664366393220147, 0.0661364233069182, 0.06582934397530794, 0.06551572853173616, 0.06519590223292458, 0.0648682937779327, 0.06453511856150515, 0.06419480699378634, 0.06384957135192114, 0.06349784608826319, 0.06313995962401146, 0.06277624089377479, 0.062412568599716285, 0.06204364941227651, 0.06165884053451471, 0.06127682259783854, 0.0608797687967961, 0.0604860853026272, 0.06009589150625183, 0.05969179888243438, 0.059291717163001544, 0.05887859270837395, 0.05846997205769679, 0.0580491604796292, 0.0576333125819577, 0.05722244363604203, 0.05678429963107339, 0.05636786280694793, 0.05592537878379916, 0.05550454041710935, 0.05505886570714834, 0.05461968922047909, 0.05418693616605374, 0.053745933094351814, 0.05329725693593453, 0.052855611943323014, 0.05240697178994239, 0.051951889059178635, 0.05150435455268291, 0.0510509957909639, 0.05060532769218732, 0.05014164429090527, 0.049698747066916404, 0.049238819654825274, 0.048775105522871384, 0.04831993256335712, 0.047861436288490405, 0.04741148076305962, 0.04694741462669942, 0.04649228766936659, 0.046035071441843475, 0.04557615085256178, 0.045115896830866586, 0.044654666088715954, 0.04420274021940049, 0.04374036242422459, 0.04328752701566127, 0.04282526478632694, 0.042372734274318695, 0.04192068030723686, 0.041460614837777306, 0.041010482431134095, 0.04056157802180771, 0.04010593308191857, 0.039652316267926674, 0.03920875054350127, 0.03875957563722775, 0.038312970221214875, 0.03786909049205961, 0.03742093625248243, 0.03698309652644516, 0.03654156439343301, 0.03610359013395326, 0.03566276726866481, 0.03523233901681891, 0.03479952736576725, 0.03436484559325833, 0.03393468562033851, 0.03350908281927723, 0.03308244675224092, 0.03266069275716377, 0.0322384814361752, 0.03182142379040368, 0.031404422722956564, 0.03098784133238617, 0.030576852966028863, 0.030166704769106496, 0.029757707736809174, 0.029354624637414138, 0.028953028713552157, 0.028553183380032873, 0.028155335076612203, 0.027759713765731928, 0.02736653345778421, 0.026979808539239886, 0.02659198983401221, 0.02620716628689102, 0.02582549370262495, 0.025447114777740094, 0.025072159684130874, 0.024700746648817603, 0.024329828531968235, 0.023962827218240407, 0.023599821877016428, 0.023237980906120274, 0.022880425929068058, 0.022524460245173423, 0.022173016165913533, 0.021823526776789753, 0.021478745113310483, 0.02113622896795573, 0.02079618465256828, 0.020458802440540123, 0.020124257194332997, 0.019794887432169728, 0.019466419171150693, 0.019141228017102812, 0.018821427928413594, 0.01850307935993703, 0.018186453180451957, 0.017875447942752167, 0.017566432267865157, 0.017261345625148066, 0.01695857302288775, 0.016659922598455335, 0.016363856896783723, 0.01607054031886004, 0.015780122619352854, 0.01548988177471453, 0.015208513620835203, 0.014935614705898994, 0.014657771661931617, 0.014375816962274723, 0.014114981813041263, 0.013838176585731516, 0.013581686516212752, 0.013321791884493946, 0.013059176242852768, 0.012804911116778887, 0.012548510689556515, 0.012300334617149218, 0.012059996128543674, 0.011817968785544973, 0.011574780944295779, 0.011339499770505083, 0.011103455302065605, 0.010875119938018636, 0.010646366492646336, 0.01042510955466963, 0.010203732910025349, 0.009989628712686764, 0.009775661187135059, 0.009562172060562129, 0.009349480432535346, 0.009144000859638745, 0.008945382109666148, 0.008741857026326074, 0.008545313690824561, 0.008355409753473644, 0.008161519045135384, 0.00797433706879153, 0.007788732625068101, 0.0076048894285615535, 0.007427443777566916, 0.007247451127214107, 0.007073839074008748, 0.00690628860937141, 0.006736752113716247, 0.0065695006137271115, 0.006408229989175106, 0.006245698831847102, 0.006089058025688885, 0.0059347860304575, 0.005782949554917417, 0.005633606002485669, 0.005486804026847002, 0.005342584076192055, 0.005200978923702167, 0.005059442429030816, 0.004923233137667093, 0.004789692689572555, 0.004658828204740557, 0.0045284362000205195, 0.004400887056382296, 0.004278203126693425, 0.00415620757126087, 0.004035112542557778, 0.003918733333670133, 0.003803339584769358, 0.003690775826498874, 0.003581000177695104, 0.0034724269961864027, 0.003366676027154341, 0.003262273392077278, 0.0031607003427134308, 0.0030618959218333018, 0.0029645445252858187, 0.002869942253344986, 0.002776868758758823, 0.0026854011178925447, 0.0025966658141781786, 0.002509572444054763, 0.0024251470663308955, 0.0023423809499678993, 0.002261316692069334, 0.0021819896284064363, 0.0021052441309038637, 0.0020294349859835987, 0.001956177410568663, 0.0018846701909361622, 0.0018149227830436526, 0.0017469398672754041, 0.0016800996087586921, 0.0016156705434552515, 0.0015529939482783355, 0.0014915180138797425, 0.0014318197728713689, 0.0013738795762491304, 0.00131767543890595, 0.0012627363528286955, 0.0012095256141887096, 0.001158012987505371, 0.0011077810480887205, 0.0010588532279271765, 0.0010115964980220982, 0.0009659719161220163, 0.0009213091096195202, 0.0008782625097061611, 0.0008365036582948422, 0.0007960322270507696, 0.0007568443894330078, 0.0007189331297331403, 0.000682518707517991, 0.0006471161135573516, 0.0006129533461589329, 0.0005800134271610045, 0.0005480927425571824, 0.0005173758019775944, 0.0004878392776049222, 0.00045930290518762296, 0.00043191450884627803, 0.00040550790603719123, 0.000380078836664347, 0.0003556202838754402, 0.00033246994670864963, 0.0003100097581467535, 0.0002878595307751786, 0.00026803718130717413, 0.0002475690822440621, 0.00022924926277888272, 0.0002104543995678766, 0.00019363320055838175, 0.0001771717009481457, 0.0001611337615378657, 0.0001467789876417718, 0.0001322220391422382, 0.00011867667549099873, 0.00010606928686072187, 9.3880085771452e-05, 8.256276381104054e-05, 7.166461541756634e-05, 6.121331024881032e-05, 5.156200988481335e-05, 4.234432405624008e-05, 3.385738433384235e-05, 2.6044580440897793e-05, 1.837995639400182e-05, 1.1368812252221068e-05, 4.9585269090278065e-06, -1.2588848544722652e-06, -6.739460347953241e-06, -1.2020366715147515e-05, -1.6789474439251626e-05, -2.121008779277925e-05, -2.528461826342782e-05, -2.8922249747471336e-05, -3.2246233930737116e-05, -3.526200556586743e-05, -3.7911360707293485e-05, -4.028481889227534e-05, -4.238971951490532e-05, -4.423442748896845e-05, -4.582818209045061e-05, -4.715247630060321e-05, -4.828052868342234e-05, -4.917101358671065e-05, -4.986240796696158e-05, -5.036504802920055e-05, -5.068950548899924e-05, -5.0846495250541675e-05, -5.084679118099498e-05, -5.0705382450798105e-05, -5.042691942169792e-05, -5.002342256050298e-05, -4.9505236931868745e-05, -4.8882460301697465e-05, -4.8164903071101686e-05, -4.7362054397605586e-05, -4.648305409298604e-05, -4.553666988038271e-05, -4.4513926932060885e-05, -4.345701338490817e-05, -4.233856059441475e-05, -4.116499501794993e-05, -3.998012954171667e-05, -3.8753739233750466e-05, -3.751066152100117e-05, -3.625679900956016e-05, -3.497944807078966e-05, -3.370228256428481e-05, -3.242998922212363e-05, -3.114969729762656e-05, -2.986650725761906e-05, -2.8601508452012518e-05, -2.735785643730458e-05, -2.6123125011421168e-05, -2.490129678374106e-05, -2.3710152826524285e-05, -2.253790526639054e-05, -2.1387650361521744e-05, -2.0262190961110813e-05, -1.9175814698350386e-05, -1.811779942366562e-05, -1.7090069838454356e-05, -1.610436881113212e-05, -1.5141320360107658e-05, -1.4221709428131972e-05, -1.3327818498968614e-05, -1.2469815946449761e-05, -1.1655595167512885e-05, -1.0869828229527345e-05, -1.0120487729155663e-05, -9.407362898620801e-06, -8.724344296295599e-06, -8.082770422373331e-06, -7.470878305461424e-06, -6.888976550904966e-06, -6.345655367526223e-06, -5.8270953184185705e-06, -5.344892292114288e-06, -4.886941799958684e-06, -4.459737950166785e-06, -4.059102894264292e-06, -3.686919082314372e-06, -3.339404403426565e-06, -3.015744644359017e-06, -2.71505501911773e-06, -2.436394096020756e-06, -2.178776978923152e-06, -1.941187642522108e-06, -1.7225903467132172e-06, -1.5207731270646546e-06, -1.337143710842384e-06, -1.168430794854866e-06, -1.0139128796585986e-06, -8.735861207489127e-07, -7.464313759369503e-07, -6.308752511350277e-07, -5.261788387079864e-07, -4.320697195082115e-07, -3.4725076796626874e-07, -2.695970672811637e-07], 'MSE': 25770.014264283902, 'R_2': 0.8130797086429546, 'U_norm': [-168.73760549182126, -0.07224705414816923, -0.06723905899046241, -0.0648196307886324, -0.0544621906258064, -0.04669445616281413, -0.06222922325252069, 32.52623984996583, 73.96015225667117, 63.00133470609521, 6.478387837694219, 0.010426414417943978, 0.01819936383817182, 0.02324385435971284, 0.022973016121770776, 0.023530099440961613, 0.021448979816847562, 0.01577544502913736, 0.008411989800355572, 0.0004891046104374744, -2.188992619232777, -3.497089940146733, -0.020837005270260483, -0.02580334696169262, -0.029481497927149724, -0.03187051565225371, -0.033179543417729176, -0.032800841358568804, -0.032792140750778874, -0.031161708591031956, -0.028074765966640807, -0.02561202359753573, -0.022551321522288025, -0.019125290948348316, -0.016127484375681508, -0.013987752792525945, -0.010527659531911926, -0.007351873278327555, -0.005017181637912623, -0.0029081632783107864, -0.0010810609489230534, 0.0004703993156923872, 0.0017594876158438426, 0.0028041441391230774, 0.003625132168472883, 0.004244633261175138, 0.004685215393290763, 0.004969102473996047, 0.005117674773963826, 0.005151138442609097, 0.00508831701582918, 0.004946530999079445, 0.004741537019806604, 0.004487509706459221, 0.0041970586693217725, 0.0038812691973207276, 0.003549763701138396, 0.0032107788735524392, 0.002871255442429866, 0.0025369372607262986, 0.0022124766768680973, 0.001901543269644788, 0.0016069332218996094, 0.0013306768737484306, 0.0010741423274631592, 0.0008381333634518177, 0.0006229803395270642, 0.00042862316134469216, 0.00025468580968098165, 0.00010054226429352008, -3.4626032451865505e-05, -0.000151780790406433, -0.00025198500672361405, -0.0003363679456585057, -0.00040609622523200074, -0.0004623502527072221, -0.000506305269072991, -0.0005391163054201752, -0.0005619064166263111, -0.0005757576294601567, -0.0005817041181067962, -0.000580727196739651, -0.0005737517903628982, -0.0005616441110197014, -0.0005452103234325946, -0.0005251960296901717, -0.0005022864393497007, -0.00047710711795262157, -0.00045022522854862155, -0.00042215119326959255, -0.00039334071332446763, -0.00036419709061928326, -0.0003350737986510958, -0.00030627725273661157, -0.00027806973118701825, -0.000250672400395757, -0.0002242683983946954, -0.0001990059348605385, -0.0001750013682153303, -0.0001523422256150733, -0.00013109013589115816, -0.00011128365093567624, -9.29409358402416e-05, -7.606231285303833e-05, -6.0632648979947024e-05, -4.662358075359509e-05, -3.3995573470742724e-05, -2.269981501482779e-05, -1.2679946980497135e-05, -3.873638133828842e-06, 3.785993723622594e-06, 1.0369103609684626e-05, 1.5947977196095856e-05, 2.059601609970707e-05, 2.438684258503964e-05, 2.7393515911660347e-05, 2.9687852214891933e-05, 3.133984127775368e-05, 3.2417152929867085e-05, 3.298472681069938e-05, 3.310443944503247e-05, 3.283484269279052e-05, 3.223096765048605e-05, 3.1344188714110335e-05, 3.0222142144075003e-05, 2.8908693895811573e-05, 2.7443951614273934e-05, 2.5864315562308816e-05, 2.42025634405635e-05, 2.2487964182359167e-05, 2.0746415817102722e-05, 1.9000602825508188e-05, 1.727016876301042e-05, 1.5571899847949636e-05, 1.3919916174612846e-05, 1.232586702577613e-05, 1.079912750636722e-05, 9.346993937720785e-06, 7.974876044613644e-06, 6.686484160240752e-06, 5.484010425183186e-06, 4.368302921802655e-06, 3.33903244197144e-06, 2.394851528292484e-06, 1.5335457428508138e-06, 7.521772227813263e-07, 4.722044510270025e-08, -5.853099504624398e-07, -1.1497394067172158e-06, -1.6506225714144943e-06]}, 'iteration_22': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24196.690947139185, -15.273929284974113, -14.404044431143404, -13.719884146876137, -11.593054196932904, -10.35425982428193, -7.571148477013432, 5527.126010743643, 10714.406695822687, 8648.677277757375, 323.379940099357, 7.3161982695918715, 6.5073691993558676, 7.932636141766912, 8.513769661609075, 8.903793599234056, 8.66894567477047, 7.699141526265773, 6.313744725115519, 4.691638476341151, -441.61736672197264, -395.88085757882783, -0.2390595044908311, -1.4970750372667554, -2.4999541592791887, -3.244297125689962, -3.7561249104559744, -3.973599431661661, -4.194690023061261, -4.106087773538508, -3.8047311561679136, -3.563280718670227, -3.1863936640906787, -2.6698706638185916, -2.249619065474994, -2.0040959064962833, -1.3866895272788329, -1.1304568184900756, -0.7817072954662553, -0.46918569528170767, -0.19530560272560504, 0.03931653806283163, 0.23547516333540314, 0.3950242125673338, 0.5205662072129177, 0.615185528461817, 0.6822265312617121, 0.7251160058437255, 0.7472272421045679, 0.7517813470564283, 0.7417808111389896, 0.7199698067854685, 0.688815270330933, 0.6505032781495642, 0.6069469882543245, 0.559801367957818, 0.5104822902788378, 0.46018749707277856, 0.4099179453382639, 0.3604985228001844, 0.31259756237912756, 0.2667448951414127, 0.22334838635988272, 0.18270901910955487, 0.1450346469883738, 0.11045255202225564, 0.07902093288245471, 0.05073942498826608, 0.025558727908274, 0.0033893915904376765, -0.01589020497675284, -0.032426660534927904, -0.0463851265775309, -0.05794363304617376, -0.06728814251396426, -0.074608303819243, -0.08009386832210941, -0.08393172420376742, -0.08630349815705178, -0.08738366894811755, -0.08733813502733412, -0.08632317787132576, -0.08448476446172595, -0.08195813562246353, -0.07886763136313399, -0.0753267094643922, -0.07143811873797, -0.06729419375108169, -0.06297724286475075, -0.058560006059695933, -0.054106163251971796, -0.04967087728909935, -0.0453013589165787, -0.04103744334684219, -0.03691217010043485, -0.03295235917008961, -0.02917917777819605, -0.025608692906848713, -0.02225240556403169, -0.01911776338655224, -0.016208648845354934, -0.01352584079917822, -0.01106744769043756, -0.008829311138414845, -0.006805379145325901, -0.00498804851567426, -0.003368476568076772, -0.0019368624573812704, -0.0006826989264641066, 0.00040500451263902643, 0.001337525608294306, 0.002126259104903335, 0.0027825704248220636, 0.0033176715740049533, 0.0037425174047392394, 0.00406772039874391, 0.00430348217918732, 0.004459539974594395, 0.004545126386799646, 0.004568940878634586, 0.004539131498537027, 0.004463285519076692, 0.004348427658047837, 0.004201024790475223, 0.004026996052438641, 0.003831727427635177, 0.0036200899669701064, 0.0033964608677607396, 0.003164746749327308, 0.0029284085035280274, 0.0026904871817955006, 0.0024536304537908006, 0.002220119222102163, 0.001991894065641946, 0.0017705812071597412, 0.0015575178130584073, 0.001353776425165687, 0.0011601884172049847, 0.0009773663895643317, 0.0008057255016720776, 0.0006455037121991306, 0.0004967810118460738, 0.00035949769663547827, 0.00023347179871898745, 0.00011841574312062574, 1.3952330084986658e-05, -8.036990534837968e-05, -0.00016506193915377798, -0.00024068012805256628, -0.0003078127923362256], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [138.18172176678735, 8224.122926108123, 3265.274935275151, 992.885305437196, 125.52806316684298, -176.77766442248713, -262.1093043010252, -266.97777435508885, -244.40117381245838, -214.56670879542327, -184.8883902257893, -157.81245730965827, -134.0691989678303, -113.42705316193337, -95.77884967205695, -80.65463787535938, -67.75309397464993, -56.86098429621323, -47.61976030812834, -39.80055550139322, -33.199618087927, -27.671093914688345, -22.983921818002173, -19.06529641492007, -15.746765162498908, -12.954691205253498, -10.6023892548493, -8.616336894680414, -6.925494977592169, -5.489783484303859, -4.258585700907702, -3.2034666347568796, -2.2889871114085714, -1.4956529087003883, -0.7989933701516544, -0.1831501534376864, 0.36496051220885445, 0.8560805246458928, 1.2989925832387692, 1.7026450501580443, 2.069092731734389, 2.406512485067768, 2.717016503045524, 3.0049716122622043, 3.2715619168616197, 3.51993993712474, 3.751634714851014, 3.96792748774686, 4.169142060000836, 4.357794067202134, 4.5338610858912824, 4.698055976942795, 4.8515498670140556, 4.994294566142543, 5.1268311794171915, 5.250468947210107, 5.366185370209927, 5.470708984506501, 5.568373382730426, 5.656434396322389, 5.740546938524432, 5.813449681382579, 5.882386117468302, 5.94330823295706, 5.998391744320581, 6.046416063200172, 6.089099759015004, 6.126506583460392, 6.158720625335384, 6.185843697629645, 6.207504704331794, 6.2245727364962535, 6.237161203438698, 6.245249324454634, 6.249358049381804, 6.249419247620905, 6.24570159019438, 6.2383346260348365, 6.227452209037306, 6.213191338575916, 6.195691114830897, 6.175537795237347, 6.152028405256114, 6.125696130327234, 6.09668041423566, 6.065731643808333, 6.031792212930997, 5.995572595587138, 5.957203395064514, 5.9168120572104534, 5.873784056316488, 5.82970057386497, 5.783189419467387, 5.735890115584009, 5.685574453337593, 5.634696428484427, 5.582580929513191, 5.528520615201517, 5.472604360465511, 5.416551070411872, 5.358831087147921, 5.299535692705511, 5.239567532480087, 5.179011214373839, 5.117145231205152, 5.054856271668108, 4.991427317063801, 4.9269469736858635, 4.862278716446708, 4.796718187925844, 4.730349748634717, 4.664005690534049, 4.596998818122275, 4.529407397986931, 4.4613077848563005, 4.393482799002851, 4.324576247627841, 4.256063459050467, 4.1866272127411905, 4.117693153982754, 4.0479844590993554, 3.9788753458216273, 3.9091304100943023, 3.839455214933954, 3.7699007873417547, 3.6999233294584126, 3.6301846311177552, 3.560727603159736, 3.4910364361688595, 3.421728687872693, 3.352839281895638, 3.2833595962171964, 3.2149161450930928, 3.1460095234982575, 3.0777050186789587, 3.009550307119557, 2.941598932108501, 2.873901535146344, 2.8065058804815752, 2.739886903672791, 2.6732159943118217, 2.6069734439128207, 2.5411959889770386, 2.4755296332468992, 2.410414253280084, 2.3458784726131583, 2.2819485519952134, 2.2182996014096643, 2.1549815171242472, 2.092041042386856, 2.0298429593898115, 1.968088977756945, 1.9068173059570157, 1.846063314680518, 1.7870067052209493, 1.727629265593226, 1.6672204802401718, 1.608574702780332, 1.551619795293931, 1.4938097354484956, 1.4376989765965202, 1.3808845631373428, 1.3235080504304026, 1.2700858771407142, 1.2160926642914758, 1.1616548500714556, 1.108890437458207, 1.055790578736067, 1.0024666971956937, 0.9526536771280213, 0.9008295338968472, 0.8506669990403809, 0.8020917401022793, 0.7534372988973361, 0.7047893416498415, 0.6562286216815139, 0.6092732508862468, 0.5638496350537427, 0.5185376251576292, 0.47340396359908415, 0.42851104043973937, 0.38513468884463475, 0.342026981174762, 0.29924036792595593, 0.2568233789296679, 0.21587896257414868, 0.17531506202442715, 0.1351718260191619, 0.09643691350022097, 0.05720763632737949, 0.01938440136242627, -0.017953807797549907, -0.054779973217322496, -0.09106983788822338, -0.12603918171148454, -0.16122248241114745, -0.19510394457139796, -0.22911025131680798, -0.26183917557832753, -0.29461564923102596, -0.32614404275081016, -0.35765347671647174, -0.38794810841669036, -0.41816703894066015, -0.44772509902685564, -0.47612453491717444, -0.5043795015971863, -0.5319740714697025, -0.5593504861728359, -0.5856151675350234, -0.6116350772525424, -0.6369775937024913, -0.6616503814502712, -0.6860176822707734, -0.7097022046476724, -0.7327148216400295, -0.7553790144265357, -0.7773669536970894, -0.7986918563403803, -0.8196401469322598, -0.8399279495147195, -0.859819351793607, -0.8792953010027142, -0.8981122449252419, -0.9165037691027321, -0.9342502339818807, -0.9515660406654259, -0.9684406376706043, -0.984865256754582, -1.0006635422561339, -1.016016058368997, -1.03107063557756, -1.0453651877951808, -1.0593558539630032, -1.0728886636209232, -1.0859635647897357, -1.098581511663744, -1.1107443799240508, -1.122454885883363, -1.133815042183374, -1.144626345956268, -1.1550854756749007, -1.1651822284139526, -1.174753595569805, -1.1839665101418388, -1.1928145702258188, -1.2011656760808713, -1.2092196159938824, -1.2168501958468343, -1.224118838337694, -1.2309766086207503, -1.237522732481891, -1.2436655595943413, -1.2494542650348024, -1.25489094993796, -1.2599784402246932, -1.2647202177624886, -1.26912035488807, -1.2731834523686227, -1.2769145808356521, -1.2803383537698785, -1.2834371323106566, -1.2862322699124051, -1.288711717211139, -1.2908937462670682, -1.2927712365550532, -1.2943670778004834, -1.2956618330392813, -1.2966905365388435, -1.297423500627706, -1.2978980783000147, -1.2980926746678707, -1.2980280697333446, -1.2977031740555223, -1.2971349368107334, -1.2963007753693836, -1.2952403044959084, -1.293911684588936, -1.292374560926768, -1.2906459071307763, -1.288658321310446, -1.2864059827078798, -1.2839811070002736, -1.2812965639052476, -1.2784577555175598, -1.2753659599011402, -1.2721378205018625, -1.2686646228767213, -1.2650724836719442, -1.2612441622669848, -1.2571810057970432, -1.2530209268914545, -1.2486367219781325, -1.2441720883536358, -1.2394942940914724, -1.2346069423476143, -1.2296605174970623, -1.2243686145066452, -1.2191788250120055, -1.2136531716144412, -1.2080953438763056, -1.2023617167425171, -1.196457840950071, -1.190389549918384, -1.1843148136026345, -1.1780878709783569, -1.1717147227567917, -1.165201519561642, -1.1585545276776124, -1.1519303460463246, -1.1450341831247515, -1.1381720752118574, -1.131199907849268, -1.124123817535794, -1.1168040574310576, -1.109539562171887, -1.1021894257757099, -1.0947595851296719, -1.087255887775986, -1.0795445694224863, -1.0719117191431753, -1.0640853817431932, -1.0563455749217303, -1.0484260334306796, -1.0404685014740396, -1.032477996275736, -1.0244593663117572, -1.0162904954397693, -1.0081061240282534, -0.9999106253728416, -0.9915866535343725, -0.9832632989980591, -0.9749444011208742, -0.9666336137883176, -0.9581057061188536, -0.9497124066184913, -0.9412299514652929, -0.9326666957899389, -0.92413786340154, -0.9155407291440634, -0.9069864748718707, -0.8983756153132035, -0.8898153067279364, -0.8811112553535643, -0.8724681997833447, -0.8637930207968466, -0.8551848611952368, -0.8464628103452975, -0.8378165035908919, -0.8290715575467913, -0.8204101764334376, -0.8116644012674725, -0.8030091165511819, -0.794363402084106, -0.7856527623006438, -0.7769639156948734, -0.7683009518761899, -0.7596677374779109, -0.7509951995216184, -0.7424337511750826, -0.7337730182605637, -0.725161333749501, -0.7166013777286183, -0.7080304328390098, -0.6995188770598492, -0.6910064071212214, -0.6824990753924554, -0.6740622102408484, -0.6655807496996577, -0.6571777011395264, -0.6487984228124809, -0.6404475717377375, -0.6321295323778129, -0.6238484236884385, -0.6155575337344913, -0.6073628144623221, -0.5991676446312179, -0.5910256613863231, -0.5828937977601645, -0.5748228023580949, -0.5667713198641704, -0.5587873275302437, -0.5507895596966992, -0.5429075136722713, -0.5349419049077156, -0.5271371111509835, -0.5195257972783841, -0.5117339890084772, -0.5037822039971687, -0.49638529399402703, -0.48883070422810015, -0.4811370899787791, -0.47364392790496174, -0.4660299266827584, -0.4586166658426197, -0.45139593770760666, -0.44407072521049556, -0.43693773975884515, -0.42971495638057555, -0.4224166085212617, -0.4153156687012091, -0.4084038853924994, -0.40142758629898784, -0.39439903667237464, -0.3875623765920957, -0.38068330860237815, -0.37377265701500506, -0.367054320246549, -0.3605200699749022, -0.3537578470820787, -0.34738305274535164, -0.3407982063424154, -0.3343990875854307, -0.3279973042229858, -0.3216004105898364, -0.31538562111903784, -0.3091796380071999, -0.3029889674951595, -0.29681970280778097, -0.2908288684632529, -0.2848615524383456, -0.27892295201355244, -0.27301790089219596, -0.267285331328792, -0.2614564668020144, -0.25580028458175724, -0.25018610743539665, -0.24461740830823003, -0.2390973710217851, -0.23362890246725548, -0.2282146449554926, -0.22285698862577344, -0.2175580838273192, -0.21231985339859819, -0.207144004779751, -0.20203204190302618, -0.19698527681486966, -0.1920048409913186, -0.18700686346351686, -0.18216443230122337, -0.1773110409966063, -0.1725318020739719, -0.1678268731119385, -0.1631962987417159, -0.15864001933124017, -0.1540900309269035, -0.14961822680952094, -0.14516050313314321, -0.14078389394356214, -0.1364875347621679, -0.1322129066406996, -0.1280203827057908, -0.12390878849044289, -0.11977259707680364, -0.11577215878710809, -0.1117545806253148, -0.10786958808859957, -0.10397394926580895, -0.10016333507360078, -0.09639326269380663, -0.0926661566046142, -0.08902397498221855, -0.0854261931033606, -0.0818746604911715, -0.07837101855931591, -0.07491671188057346, -0.07151299932145067, -0.06819326055901363, -0.06489270432485163, -0.06164554810882301, -0.05845241402541507, -0.055313790315324615, -0.05220299879959236, -0.04917532181192601, -0.04617771138966272, -0.04321289468671617, -0.040330123411885556, -0.03748146179085038, -0.03466904983711816, -0.03191575644819295, -0.029200805502723637, -0.02654522449748774, -0.02392951792465272, -0.0213549608548646, -0.018840037172865795, -0.016350286790701395, -0.013920659709179996, -0.01153449525373717, -0.009192378938700702, -0.006880420012133333, -0.00462821719042253, -0.0024078165719130296, -0.00023365860183578504, 0.0018942581879934815, 0.003987813414133846, 0.0060344499932368425, 0.00804533436427494, 0.010009056319379884, 0.011936099771828858, 0.013825751196844744, 0.015677424491376133, 0.017508410014781716, 0.019248037107320093, 0.021000449491938543, 0.022680934604314255, 0.024368495063611554, 0.025985467057328532, 0.027535680078369647, 0.029088841571175625, 0.030576715336630155, 0.03206347665419268, 0.03354467276356301, 0.03490537882608812, 0.03631554284205153, 0.037662899312402735, 0.0389509605187542, 0.040229297217397826, 0.041450599176791544, 0.04266025919489118, 0.04385550868549696, 0.04499545681506413, 0.04608322256049704, 0.04719157468475317, 0.04821364181937006, 0.04925220383563546, 0.05024049598469781, 0.05121006753998028, 0.052132167971217336, 0.0530354266426231, 0.05391852691681527, 0.05475698027415087, 0.05559765359192222, 0.05637316577653366, 0.05714903360566902, 0.05788359355406238, 0.05859707865268979, 0.05928886537066955, 0.059958435794297334, 0.06060537125661062, 0.06121525776080183, 0.06180360651904718, 0.062370159110699055, 0.06291473364488719, 0.06343721919082479, 0.06393757034368333, 0.06441580195447219, 0.0648629839252327, 0.06529784805313049, 0.06570310543545713, 0.06609515427046539, 0.06646583965469745, 0.06680921280846479, 0.06713852103943899, 0.0674473635865774, 0.06773609780073948, 0.06800510049819695, 0.06825879768591168, 0.0684891557267657, 0.06870431539275837, 0.06890072862703085, 0.06907888402821535, 0.06923927252995499, 0.06938440833924045, 0.06951220621591854, 0.06962467830611198, 0.06972037762901553, 0.0697998697559435, 0.06986447278979427, 0.06991354612710034, 0.06994800970929739, 0.06996769448548777, 0.06997315815696123, 0.06996464591105069, 0.06994238725329159, 0.06990649380381793, 0.06985774995806947, 0.06979596421268609, 0.06972132286962521, 0.06963403954820853, 0.06953546533384863, 0.06942373403940097, 0.06930143601000446, 0.06916773222281387, 0.0690214378239207, 0.06886572737565821, 0.06869951871336268, 0.06852145196360136, 0.06833515514583315, 0.06813755232800697, 0.067930672172792, 0.0677148647205739, 0.06748855895348219, 0.06725395420152169, 0.06701140840689412, 0.0667592608852514, 0.06649982737632673, 0.06623140232994994, 0.06595428007995026, 0.06567085650501296, 0.0653793773245496, 0.0650801546153287, 0.06477562371609644, 0.06446187451397221, 0.06414346576301835, 0.06381647523456178, 0.06348546993666626, 0.06314652814152921, 0.06280209399123202, 0.06245248538515308, 0.06209801607233798, 0.061736913141688346, 0.06137158614578905, 0.061000280110147964, 0.06062537444723485, 0.06024513366386516, 0.05985989017537354, 0.059469973749609405, 0.0590816263163608, 0.058689136928781485, 0.058281220823116445, 0.05787767319218386, 0.05745964999204138, 0.05704651719276818, 0.05663829813098648, 0.05621678715137841, 0.055800652566288855, 0.05537213935618248, 0.054949431251719666, 0.05451523839787575, 0.05408724225100422, 0.053665377096731436, 0.05321656500365026, 0.05279096159460865, 0.05233973677897478, 0.051911505313154645, 0.05145894372101427, 0.05101389600182854, 0.05057621585252496, 0.050131039260201855, 0.0496789666192622, 0.04923478896641053, 0.04878437415685899, 0.04832828848934084, 0.04788052785652599, 0.04742768677609963, 0.04698324005309203, 0.046521556982957256, 0.04608124711353914, 0.0456246884830325, 0.04516505682288646, 0.04471454468806429, 0.044261382373004865, 0.043817270868211175, 0.04335985031183134, 0.04291183754416443, 0.04246235047330668, 0.042011762729729965, 0.041560432644103404, 0.041108703162388086, 0.04066661880286171, 0.04021484500729456, 0.03977290978579144, 0.03932229117350635, 0.03888165611943549, 0.038441967959397236, 0.037994975116020735, 0.03755810189828181, 0.03712287541854647, 0.036681571665190954, 0.03624268398939918, 0.03581395104068502, 0.03538022410165719, 0.034949399535426376, 0.03452161547747877, 0.03409012282752628, 0.033668955452228665, 0.03324462656532458, 0.03282410010221336, 0.032401219996393615, 0.03198867716174364, 0.031574211016171326, 0.03115831523019667, 0.030747099204037218, 0.03034058287714644, 0.02993341968714417, 0.02953124802199784, 0.02912896896104163, 0.028731921129315413, 0.028335244112049074, 0.027939281041303127, 0.027548940875444582, 0.02715970095583186, 0.026771852954620163, 0.026389904526604644, 0.026009652045437193, 0.02563134061817702, 0.02525519871362638, 0.02488143870086619, 0.02451025741019074, 0.024145435073881404, 0.02377984433686911, 0.02341733772476241, 0.023058055771475478, 0.022702126426178644, 0.022349665647083683, 0.022000777988132762, 0.021652597546350225, 0.021308332628934352, 0.020968050404863086, 0.02062909222419765, 0.02029437783966762, 0.019961378059904195, 0.01963283114724153, 0.01930633232316298, 0.01898444835301166, 0.018664893867864282, 0.018347858195543326, 0.01803351530168479, 0.017722024423118068, 0.017415556983283894, 0.017110132139790395, 0.0168079566426877, 0.016510988540625455, 0.016215565037215482, 0.015921936462806204, 0.01563371336928224, 0.01534752537656251, 0.015065165305283852, 0.014785134857571635, 0.014509102623942713, 0.014235643663570087, 0.013964907238183773, 0.01369702875160178, 0.013429497111459021, 0.013170321826465737, 0.012919117570479782, 0.012663536648298614, 0.01240435631655022, 0.012164756317429411, 0.011910664608269334, 0.01167538770931294, 0.011437154255144676, 0.011196599870414351, 0.010963863643731713, 0.010729344735237747, 0.010502515927534114, 0.01028301091193978, 0.01006212621503273, 0.00984035043784544, 0.009625949010081732, 0.009411017605933384, 0.009203267191625026, 0.008995299312201294, 0.008794305610337063, 0.008593363288807526, 0.008399178239301358, 0.00820527436459606, 0.008011964695029837, 0.00781954095736484, 0.007633801499256045, 0.007454416775662915, 0.007270761206140029, 0.007093564180388487, 0.006922505091550943, 0.006748013535779659, 0.0065797160829854364, 0.0064129934924674415, 0.006248011287278122, 0.006088924347591867, 0.00592771342535993, 0.005772374373477095, 0.0056226099056152674, 0.005471226122999577, 0.005322041449365116, 0.005178345986910775, 0.005033686021281885, 0.004894424689290254, 0.004757424252194413, 0.0046227421068433215, 0.004490427088765995, 0.004360519995820301, 0.004233054100256668, 0.004108055647044871, 0.003983278576528465, 0.003863355551825578, 0.0037459382264252144, 0.0036310294650298922, 0.0035166949604310024, 0.003405013384473691, 0.003297747323857752, 0.003191240604545376, 0.0030856818627644778, 0.0029843922295998016, 0.002884120062633071, 0.0027864669478941534, 0.002691391373026734, 0.002597518254207672, 0.002506246052774196, 0.00241630031662978, 0.0023289546373570207, 0.0022441504690901273, 0.0021607556636216384, 0.0020798774012997655, 0.002000468947040324, 0.001922595515468721, 0.0018472122359130436, 0.0017733885715108938, 0.0017019899582170386, 0.001632158772360724, 0.0015639290931638771, 0.0014973284455048143, 0.0014330605201811793, 0.0013697447876975276, 0.001308727318324587, 0.0012493348264231605, 0.0011915717042349633, 0.0011354380931149859, 0.0010804189510948035, 0.001027554146457866, 0.0009762961740847562, 0.0009261913437437912, 0.0008777072244021396, 0.0008308224746148894, 0.0007855137468628665, 0.0007413977449338455, 0.0006988426365894594, 0.0006578179430239259, 0.0006179868225552935, 0.0005793652175146844, 0.0005422377642252381, 0.0005065665905384861, 0.0004718239939060078, 0.0004385152016214219, 0.0004063798817659174, 0.0003754132648540864, 0.00034560756084525126, 0.0003169522418752889, 0.00028960657633958156, 0.00026320060243730225, 0.0002379001216988485, 0.00021368619970957897, 0.00019040414688461884, 0.00016818319574961926, 0.0001469991489271213, 0.00012671671108735138, 0.00010743465770360152, 8.902932166992495e-05, 7.149226337667519e-05, 5.4812744494425015e-05, 3.921051745772413e-05, 2.4261108720507647e-05, 9.715929850431366e-06, -3.118278659494247e-06, -1.6172247578786008e-05, -2.7668560395740747e-05, -3.9260030325975536e-05, -4.9442106153225145e-05, -5.9212093386896254e-05, -6.852586174272611e-05, -7.667187041196752e-05, -8.472819540238517e-05, -9.201839738158911e-05, -9.860370052402107e-05, -0.00010476475455526015, -0.00011028136898724589, -0.00011538427972179116, -0.00012005917681127926, -0.00012415959492194698, -0.0001278536322393214, -0.0001310345740425965, -0.00013374790262725094, -0.00013617799680671442, -0.0001381668867213339, -0.00013975615031046923, -0.0001410510749919207, -0.00014195399135651045, -0.00014257108781232073, -0.00014287159175258783, -0.00014288523144466512, -0.00014262030373939595, -0.0001421041279173138, -0.00014134198876535192, -0.00014034396410394102, -0.00013915471896954208, -0.00013776086756642938, -0.00013617333345383945, -0.00013440361982235827, -0.0001324636781727697, -0.00013041570711900882, -0.00012817435817130785, -0.00012585331153500397, -0.00012341423971262594, -0.00012086874679202362, -0.00011822836508151011, -0.00011550448198618735, -0.00011270827472912976, -0.00010990777811581132, -0.00010699911168830008, -0.00010404966915789025, -0.00010106930111864151, -9.806742966645128e-05, -9.505302423317428e-05, -9.203458294784507e-05, -8.902011909747346e-05, -8.601715226003233e-05, -8.298274834122273e-05, -8.00246314142936e-05, -7.705033371118557e-05, -7.40696021674979e-05, -7.118075363173123e-05, -6.829819120859353e-05, -6.547197052136489e-05, -6.270577601251079e-05, -5.996440081793857e-05, -5.729202430972776e-05, -5.4690926301343e-05, -5.212908023894958e-05, -4.961238963097181e-05, -4.717715834575814e-05, -4.4823930307285425e-05, -4.2524867026887475e-05, -4.028400734447241e-05, -3.8130175348911446e-05, -3.603850712422393e-05, -3.4011700028433824e-05, -3.2051997820834526e-05, -3.0181381641074704e-05, -2.8378695226941258e-05, -2.664502893948303e-05, -2.4997890012539367e-05, -2.3402981056246746e-05, -2.189295641007045e-05, -2.0437038506714677e-05, -1.9050393228256925e-05, -1.7744167422106182e-05, -1.6492412789827087e-05, -1.5306695781427606e-05, -1.418550927398198e-05, -1.3118248181645803e-05, -1.2121626128586373e-05, -1.1176436537653752e-05, -1.0282426338641866e-05, -9.451999759899396e-06, -8.663346657948317e-06, -7.933479273803712e-06, -7.243489916839619e-06, -6.602664797107483e-06, -6.004239832793418e-06, -5.4505754579227655e-06, -4.9356316463381945e-06, -4.457845746798935e-06, -4.015584050943396e-06, -3.607161650636864e-06, -3.230860820769657e-06, -2.8849478542152872e-06, -2.5676883067049653e-06, -2.275674693165184e-06, -2.0107581190391864e-06, -1.7680506352999308e-06, -1.546374590700758e-06, -1.3455924444308475e-06, -1.1641230164438248e-06, -9.996148628782525e-07, -8.509244151218028e-07, -7.175800058007493e-07, -5.976681822817297e-07, -4.881265956050628e-07], 'MSE': 25153.163679482077, 'R_2': 0.8175539743477558, 'U_norm': [-175.10775439816524, -0.11053509191695532, -0.10423986817450052, -0.0992887047576443, -0.08389716145385408, -0.07493219590423032, -0.05479124442764594, 39.99896622771215, 77.53852377223504, 62.58915567963589, 2.3402512042625654, 0.052946208740639565, 0.047092836372889094, 0.05740727541121737, 0.06161284987953509, 0.06443539350867192, 0.0627358349711955, 0.05571751056387566, 0.04569160564448813, 0.033952670629008495, -3.1959173904751874, -2.8649292637282886, -0.0017300370984767587, -0.010834103246350115, -0.018091786182089047, -0.023478482471883572, -0.027182501927467864, -0.028756331800748387, -0.03035633062137735, -0.029715129682684967, -0.027534257899180577, -0.025786917983940092, -0.023059443969689963, -0.019321445957059157, -0.016280149367002585, -0.014503335788838964, -0.010035260180812399, -0.008180943227416623, -0.005657096228769369, -0.003395425170987496, -0.0014133967983214807, 0.00028452777720444525, 0.0017040977693306746, 0.002858729854701376, 0.0037672580833372758, 0.004452003650521217, 0.004937169141890966, 0.0052475537146319555, 0.005407569352185948, 0.005440526713717571, 0.005368154363667454, 0.005210311458542228, 0.004984850839576291, 0.004707592807390996, 0.0043923825941377375, 0.0040511969453287675, 0.003694282317612867, 0.0033303065857463406, 0.0029665135225517224, 0.0026088727144262494, 0.0022622207845747274, 0.0019303920394498953, 0.0016163381376971674, 0.001322237247831125, 0.0010495935745737765, 0.0007993282384941334, 0.0005718624144815459, 0.0003671934641211714, 0.00018496460772545118, 2.4528508938439735e-05, -0.00011499498491279109, -0.0002346667865166981, -0.00033568207199118733, -0.0004193292168153443, -0.0004869540037100436, -0.0005399288923342773, -0.0005796270842813375, -0.0006074010607564299, -0.0006245652263775471, -0.0006323822573097201, -0.0006320527352839708, -0.0006247076454620923, -0.000611403328581996, -0.0005931185018175662, -0.0005707529948153311, -0.0005451278841941091, -0.0005169867474012771, -0.00048699779558825036, -0.00045575668178454845, -0.00042378981411376364, -0.00039155803439616546, -0.00035946054772871176, -0.0003278390110613568, -0.00029698170573844813, -0.00026712773372073204, -0.00023847118719671053, -0.00021116525011982514, -0.00018532619678397324, -0.0001610372582262338, -0.00013835233185595678, -0.000117299514522009, -9.788444270604745e-05, -8.009342749492009e-05, -6.389637532289626e-05, -4.924948880694024e-05, -3.609774478324235e-05, -2.4377150118061923e-05, -1.4016777592898324e-05, -4.940587793774419e-06, 2.9309557610284793e-06, 9.679468412855314e-06, 1.538741218547887e-05, 2.0137036903508848e-05, 2.400948214050402e-05, 2.708402648823433e-05, 2.9437470854991867e-05, 3.114364282852943e-05, 3.227300924353884e-05, 3.2892385028475624e-05, 3.306472686631039e-05, 3.284900093831931e-05, 3.230011517652473e-05, 3.14689063900143e-05, 3.0402174365008117e-05, 2.9142754984692585e-05, 2.7729625789942294e-05, 2.6198037831714804e-05, 2.4579668218027335e-05, 2.2902788555850804e-05, 2.1192444790634154e-05, 1.947064454683049e-05, 1.7756548605132985e-05, 1.606666350898179e-05, 1.441503293138649e-05, 1.2813425597849847e-05, 1.1271518377269879e-05, 9.797073090937124e-06, 8.39610626342881e-06, 7.073051190129251e-06, 5.830912316372491e-06, 4.671411712692613e-06, 3.595128259564736e-06, 2.6016298884287823e-06, 1.6895997257763858e-06, 8.569566354565665e-07, 1.0097088048697975e-07, -5.816247220536483e-07, -1.1945280271987758e-06, -1.7417653035127351e-06, -2.2275941350318383e-06]}, 'iteration_23': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24581.53680186024, 3.1491521376714737, 2.8155102106005203, 2.4509136135035505, 2.0078910034008075, 1.4898883538374776, 0.9045716270083964, 3738.3695709506164, 13370.35860525968, 8611.973266509938, -1.8007463826905619, -2.4636178990419895, -3.056305882946157, -3.592394845504305, -4.070277607843766, -4.48631845471565, -4.824144300514644, -5.078620848257115, -5.246592115372679, -5.2841809085992315, -925.9566759371863, -27.615285360756936, -4.525125167941896, -4.175316398365413, -3.7970990616210036, -3.4031260337413474, -3.0050374774796467, -2.6130577381560975, -2.23568932120311, -1.8795655354298102, -1.5494441834344026, -1.2483375196406927, -0.9777348246529228, -0.7378673102526192, -0.5279914238821689, -0.3466572044185231, -0.19195425963811782, -0.061686330284588, 0.046456346660391085, 0.13479698998307021, 0.20559061988575658, 0.2609746940734806, 0.30293960156638017, 0.33331451292278447, 0.3537636326374804, 0.3657891392777636, 0.3707380124609994, 0.36981114467955567, 0.3640735399212122, 0.3544645665539, 0.34180814575315677, 0.326822479439746, 0.3101293293049169, 0.2922626828945478, 0.2736769711229831, 0.25475479600684386, 0.23581421000568276, 0.21711556908533194, 0.19886797453904737, 0.18123531294823572, 0.16434189940441396, 0.14827772708224798, 0.1331033251665506, 0.11885422731459343, 0.10554505392981231, 0.0931732132905088, 0.08172222908504104, 0.07116470432333294, 0.061464934766195856, 0.052581187541166335, 0.044467663376979855, 0.03707616280183447, 0.030357478345609826, 0.02426253577774575, 0.018743307975157723, 0.013753525109157044, 0.009249204543595953, 0.005189023182386115, 0.001534554131228445, -0.0017496116318404555, -0.0046958392149722104, -0.00733350153367735, -0.009689092363425567, -0.011786386045345118, -0.01364663064703112, -0.01528876307108327, -0.01672963626975573, -0.017984250132142384, -0.019065979342731066, -0.019986792637950734, -0.02075745937825467, -0.021387740264420765, -0.021886560169394345, -0.022262161806937752, -0.0225222397217415, -0.022674054657819683, -0.022724528877556213, -0.02268032343387809, -0.022547898671035873, -0.022333559555084218, -0.022043487449003148, -0.021683760113956414, -0.021260361670588437, -0.020779184211836766, -0.02024602267134709, -0.019666564486027747, -0.019046375386277434, -0.018390882616125436, -0.017705356738846604, -0.016994892997375406, -0.01626439311633844, -0.015518548192159384, -0.014761823176530912, -0.013998443400211348, -0.013232383324751327, -0.012467357762006423, -0.011706815538608834, -0.010953935689504958, -0.010211626057677833, -0.009482524229344291, -0.008769000673508656, -0.008073163864893245, -0.0073968672002057805, -0.006741717443328044, -0.00610908444253976, -0.00550011190437569, -0.004915728955307259, -0.004356662276041738, -0.0038234485787218358, -0.0033164472271903084, -0.0028358527931210426, -0.002381707395941509, -0.001953912687626392, -0.001552241348244197, -0.0011763480716539406, -0.0008257799516754653, -0.000499986281616586, -0.00019832778975391365, 7.991465370610788e-05, 0.0003355317691022906, 0.0005693779455336757, 0.0007823635301880993, 0.0009754471908501341, 0.0011496282119792466, 0.0013059385975392247, 0.0014454348784503732, 0.0015691895873239812, 0.00167828239661307, 0.0017737910140220793, 0.0018567819983249666], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [133.79872753328743, 8321.30735085203, 3263.9193674669627, 952.8485758141717, 80.45510998789071, -214.19385343084815, -288.89585712500985, -283.86466078007663, -253.1704013245684, -217.05808564628418, -182.68904409659123, -152.20154699324647, -126.0659050231297, -103.8096030140237, -85.16027367936431, -69.49685851893774, -56.408027839317036, -45.5903061431881, -36.612803925224384, -29.190952876264493, -23.07702703332933, -18.087216993967925, -13.97167702255314, -10.630702823783698, -7.889062688006682, -5.659226679554044, -3.8477362144349487, -2.376880036677485, -1.1761433192076276, -0.20147292395024546, 0.5951338864476476, 1.243844485140653, 1.776633602152115, 2.2135453865860595, 2.575475867504412, 2.8767723771670446, 3.1290008898381743, 3.341435994205461, 3.5214812170493324, 3.675688005630728, 3.80729852978749, 3.921272942431997, 4.0199237009077855, 4.10595414709551, 4.180794115204501, 4.246217745190978, 4.303338733043028, 4.353069696556401, 4.39601004458512, 4.433129366192124, 4.464781049651528, 4.491427629496543, 4.51354441528786, 4.531384586345326, 4.545271842990926, 4.555556325222149, 4.562469378899959, 4.566068089330508, 4.566737522375466, 4.564667395303398, 4.559809058271642, 4.552792791397363, 4.5431519597593955, 4.531532717417995, 4.5177632622624, 4.502390644815499, 4.485122053767028, 4.466037931266653, 4.445221819792789, 4.4227594134714945, 4.3993491046048065, 4.374506029932709, 4.348308909273693, 4.321497278905157, 4.292839838632883, 4.26374235055459, 4.233614592653227, 4.202526081206264, 4.1705451106270095, 4.1377384855750075, 4.104171298573889, 4.070605603381678, 4.035703031637246, 4.000222217971845, 3.9642200497205398, 3.9284368644729786, 3.8915480116800545, 3.8542939184361407, 3.8167222607875484, 3.77887839369176, 3.740152906527439, 3.7018997015018504, 3.6628614246842517, 3.6243547126563582, 3.584534333535222, 3.5453135494566657, 3.5060964061304367, 3.4663229330401846, 3.426049845987933, 3.3864698226861485, 3.3464590816117097, 3.306069812263378, 3.265890615318591, 3.225939656426129, 3.1857161808119216, 3.145772889656916, 3.105626339588894, 3.065318971984626, 3.025367776449302, 2.9853152037288084, 2.945198662223952, 2.9054999779347503, 2.8657871931079404, 2.8260927786276877, 2.786447523577765, 2.7472880024854804, 2.7078173343029333, 2.6688671812642535, 2.6296750058199203, 2.5910323084079168, 2.5522100266575247, 2.513960726932988, 2.4755878733972962, 2.4374702682104306, 2.399623525867595, 2.3617422481032637, 2.3241752507255264, 2.286934004189738, 2.249732664514126, 2.212891773358327, 2.1764191328673785, 2.1397735067146413, 2.103804132704645, 2.0677143626304, 2.032055096570328, 1.9965819079514038, 1.961315702985811, 1.9262758563455133, 1.891480265671661, 1.8571666450589057, 1.82290166137265, 1.788926475017177, 1.7552536501743874, 1.7216963792894262, 1.688473957291393, 1.6555951465409284, 1.6230677015754427, 1.5907212198096223, 1.5585763734230011, 1.5266522588325842, 1.4951291543122258, 1.4638512878409957, 1.4328337264469033, 1.402090205785146, 1.3722134465395885, 1.3421785694297415, 1.311622566270205, 1.2819551863403134, 1.2531367121017825, 1.2238754749510412, 1.1954611990620045, 1.166673820445368, 1.1375807594842304, 1.1104704805834489, 1.083045163085164, 1.055364780853906, 1.028503775658734, 1.0014371021133526, 0.9742172609341699, 0.9487508334524904, 0.9222128347974707, 0.8964798969308615, 0.8715147124995272, 0.8464593653884934, 0.8213541220498756, 0.7962368935261964, 0.771891974735975, 0.7482832010538205, 0.7246718193497729, 0.7010892960561218, 0.6775650629009424, 0.6547675713265533, 0.632041030748162, 0.6094103366605244, 0.5868985813734762, 0.565091758361516, 0.5434090487519392, 0.5218697720945487, 0.5010049574231612, 0.4797879268447766, 0.45924483116685383, 0.4388771302634778, 0.41869824096422403, 0.3987203356385797, 0.37937727188831255, 0.35981949416570913, 0.34088891979911345, 0.32178804689450646, 0.3033041882067194, 0.28468909748328025, 0.2666786946337931, 0.2485712449684516, 0.23105440404369437, 0.21347027772686936, 0.19615717131953975, 0.17941077261484747, 0.16263431550011637, 0.14613247101105623, 0.12963946240031274, 0.11369548549981216, 0.0977763903380768, 0.08214609181609046, 0.0668023407105207, 0.051518344689789164, 0.036530685322845806, 0.021835608587603847, 0.007226944954399658, -0.007083411629313364, -0.021100342887014237, -0.03501110121711358, -0.04862598901479507, -0.062120737053821484, -0.07548353045149689, -0.08854523758542723, -0.10146568388008664, -0.11408810859051656, -0.12656226870966275, -0.1388804095221641, -0.15103563179408103, -0.1628938650549075, -0.17458682727017585, -0.1862285878683193, -0.19745748703574778, -0.20862711960771071, -0.21961526787164393, -0.23041937464772247, -0.24103740206367089, -0.25146779436741795, -0.26170944224942466, -0.2718505389888583, -0.28170976301931483, -0.29146190207740685, -0.30109822957522875, -0.31045783600460064, -0.31969816997656686, -0.3288124922240594, -0.337658154246865, -0.34644259078104045, -0.35502665920826826, -0.36347425309392895, -0.37172289908930195, -0.3798888060980527, -0.38785403899748616, -0.3956747463281515, -0.4033489137522677, -0.41087495872716473, -0.4182516992010167, -0.4254783235346746, -0.4325543617088304, -0.43947965785604887, -0.4462938644914269, -0.45295473518200746, -0.45949951904884717, -0.4658898884656275, -0.4721607915889436, -0.47827749124532987, -0.4843036392534705, -0.4901447180895182, -0.4959488431847865, -0.5015135440075604, -0.5071129968337377, -0.5124767483413727, -0.517617744968884, -0.5227777267087429, -0.5277192708297851, -0.5326648060105797, -0.5373972667507392, -0.5421209969987296, -0.5466378615644143, -0.5509593330185989, -0.5552645705683504, -0.5595413851412065, -0.5636251402646509, -0.5676732075631518, -0.5715359638453287, -0.5753571741013145, -0.5790010431736394, -0.582598731965842, -0.586027161444602, -0.589405834431966, -0.5927279325099815, -0.5958879436499928, -0.5989896898680556, -0.6019380278713097, -0.6048270795284991, -0.6076521579969509, -0.6103323687111091, -0.6130216005356539, -0.6154980975939385, -0.6179768507471679, -0.6203208492366735, -0.6225962234823902, -0.6248006442605208, -0.6269321397051839, -0.6289403831530718, -0.6308785694980383, -0.6327453408636786, -0.6345396193989117, -0.6362605885443433, -0.6378722632455222, -0.6394474784658385, -0.6409173873952153, -0.6423171701467865, -0.6436467784093414, -0.6449310520177411, -0.646118956869673, -0.6472375747675411, -0.6482874430008299, -0.6492692130876194, -0.6501997908040603, -0.6510462376946471, -0.6518404179393245, -0.6525555127074258, -0.6532178169510515, -0.6538153968459948, -0.6543495906781088, -0.6548217659310178, -0.655239315867394, -0.6555956301161656, -0.6558922874931123, -0.6561339696665386, -0.6563174115576832, -0.6564443164329503, -0.6565163652466813, -0.6565349960403497, -0.6565000866437557, -0.6564125081724937, -0.6562720698862591, -0.656081458251009, -0.6558392284364157, -0.6555493632606493, -0.6552093850818569, -0.6548244109357393, -0.6543858310438291, -0.6539041267317344, -0.653375125414532, -0.6528058689132742, -0.6521847154095355, -0.6515255114385604, -0.6508153865901029, -0.6500695725892282, -0.6492741148069419, -0.6484454317469684, -0.6475769209792351, -0.6466611030803621, -0.6457071552212248, -0.6447161871712783, -0.6436893190792252, -0.6426185355808411, -0.6415231254047029, -0.6403764585037662, -0.6391980178780792, -0.637988991633874, -0.636740916110803, -0.6354644567171435, -0.6341510274193182, -0.6328016426565776, -0.6314271831238353, -0.6300090790975982, -0.6285681014327837, -0.6270955008613069, -0.6255923748505287, -0.6240598289916051, -0.6224989729629198, -0.6209010628259478, -0.6192869379941714, -0.6176380273027949, -0.6159652929720074, -0.6142601072445998, -0.6125333648018493, -0.6107765149389176, -0.6090003510302978, -0.6071868902423723, -0.6053658878559384, -0.6034912291347383, -0.6016206335936118, -0.5997639117914676, -0.5978296034838139, -0.5958202271398327, -0.5939186679691303, -0.5919439931232194, -0.5898987624101835, -0.5878732392745528, -0.5857806939261566, -0.5837096249427337, -0.5816599736333451, -0.579547591342852, -0.5774581997649427, -0.5753094315549856, -0.573103891720997, -0.5709244323187112, -0.568770744950755, -0.5665641621934039, -0.5643072113131822, -0.5620787616619366, -0.5598029793046384, -0.5574823289356267, -0.5551926142775664, -0.5529332621048535, -0.55056086520041, -0.5482919444050827, -0.5459145859227024, -0.5435708815436898, -0.5411926262694289, -0.5387819903625966, -0.5364065936069736, -0.5340010701916765, -0.531567459176035, -0.5291077558300556, -0.526685532638892, -0.5242391456884218, -0.5217704497357448, -0.5192812507111025, -0.5168311710744201, -0.5143052439741601, -0.5118199491430154, -0.5093190332331272, -0.5068040587085617, -0.5042765362122947, -0.5017379242399518, -0.4991896290303723, -0.4966330046544277, -0.4940693532838626, -0.49149992562243133, -0.48892592148222214, -0.48634849048880735, -0.483768732899664, -0.4811877005211755, -0.47856151564759997, -0.4759816871849184, -0.473360140512003, -0.47074259025368054, -0.46812982572958334, -0.46552259440602684, -0.4629216032945301, -0.460287977508741, -0.45766332571113355, -0.45501010347840315, -0.45236833368502355, -0.44973846362333936, -0.44708489650079336, -0.4444453706650792, -0.4418202032403251, -0.4391416467459186, -0.4365139349935363, -0.4338371293747541, -0.4312114673400951, -0.4285407164696055, -0.4258903651675098, -0.4232301336881167, -0.42056176789077543, -0.4179160434223835, -0.41526430136023706, -0.4126080853033414, -0.40994886669049546, -0.4072880462522246, -0.40462695560291356, -0.40199267891276047, -0.39933425662841626, -0.39667917090124255, -0.3940284949134854, -0.3913832420440686, -0.38872104805161295, -0.386089925035269, -0.38344453766772085, -0.38078705431382887, -0.3781624771821146, -0.3755280733423043, -0.3728857675171368, -0.3702575549777131, -0.367624178554504, -0.3650066469684966, -0.3623864166445963, -0.359765022548542, -0.3571620563941267, -0.3545422390643511, -0.3519427774288894, -0.34934678573388395, -0.3467554439803126, -0.34415357270505154, -0.3415751483443481, -0.33898890695844164, -0.33641204038461825, -0.3338453905938821, -0.33127513172610756, -0.32871723931152264, -0.3261583898784154, -0.32361378534591273, -0.3210705899841202, -0.3185301805646574, -0.31599385558088716, -0.3134378110329487, -0.31096275448475813, -0.30842125039848733, -0.30593617367129355, -0.30339090386686407, -0.30090279844035406, -0.2984696226507354, -0.29598229062632947, -0.2935504137525353, -0.29106960509105456, -0.28854466964850434, -0.2861753557175644, -0.28366657716834814, -0.28121570598030793, -0.2788204285660713, -0.27638952946832984, -0.2740139259412396, -0.2716064197464009, -0.2691707214712747, -0.2667914630872707, -0.264466389911855, -0.2620384828607611, -0.2597432291135707, -0.25735148391717444, -0.25501574739030897, -0.25266329708315055, -0.25036568718770347, -0.24805349473192903, -0.24572928925292667, -0.2434595881051036, -0.24111703207653368, -0.23889159024446113, -0.23659772799639797, -0.23435827646347238, -0.23211415923193918, -0.22986727618383382, -0.22761942399438603, -0.22537229827474153, -0.22317907691255148, -0.22098718509388426, -0.21879810378584222, -0.21661322523312923, -0.21443385565985895, -0.21226121810314344, -0.2100964553459411, -0.20798409868273998, -0.20583714095939834, -0.20374243543463183, -0.20161706245431274, -0.19950422849144303, -0.1974430654203564, -0.19535647556450833, -0.19328444765711966, -0.19122753744826218, -0.189186250115076, -0.18712715048360654, -0.18511927136677825, -0.1830960029790566, -0.18109150191521262, -0.1791059961579863, -0.17713967983948536, -0.17516358945418423, -0.173208436049165, -0.17124659071680198, -0.16930713860357896, -0.1673900192609083, -0.16546952912339552, -0.16357248784567305, -0.1616743905148808, -0.1598006264024186, -0.15792783963977894, -0.1560800620081305, -0.1542350375792758, -0.1523941319982089, -0.15057944924285938, -0.14877027784759062, -0.14696776431535782, -0.14517297667131548, -0.14340566155656947, -0.14162873995043795, -0.13988010789821836, -0.13814182911100983, -0.13639778369665345, -0.13468285435701272, -0.13298035055152896, -0.13127527316517168, -0.12959971842418075, -0.12792339667609523, -0.12626228794247762, -0.12461674894479427, -0.12297346985846119, -0.12134707573937695, -0.11973777735631033, -0.11813318753464803, -0.11654668612956472, -0.11496646116328267, -0.1133935316650034, -0.11184010970676006, -0.1102951931000507, -0.1087596106662252, -0.1072445041347161, -0.10572953732238614, -0.10423584191393175, -0.10274409357957998, -0.10127421479728037, -0.09980784839021647, -0.09835498305553887, -0.0969160079980738, -0.09549126969431762, -0.0940729895477757, -0.09266996605639795, -0.09127476980443174, -0.08989564805442252, -0.08852550826213075, -0.0871650567474616, -0.08581494110067978, -0.08449566075972353, -0.08318673428127564, -0.08185106449737435, -0.08055325107800804, -0.07923238312392958, -0.07794935478960176, -0.07670244639150227, -0.07543573180734123, -0.07420500788419787, -0.07295739759303058, -0.07174549294903576, -0.07051932251077653, -0.06932843776940797, -0.06817123921135516, -0.06695757363074345, -0.06582268932655642, -0.06463590919246215, -0.0635247050643043, -0.062365809272161954, -0.06124112341063473, -0.06014906912154134, -0.059052123626313076, -0.057952009614750465, -0.05688427333051018, -0.05581448383952037, -0.05474412785104006, -0.05370559125534845, -0.05266731537307982, -0.05165975838164364, -0.050624854652332, -0.04964872105231893, -0.04864749183679286, -0.04765049707621824, -0.04668372272267346, -0.04572145432833048, -0.04478811062855553, -0.0438366297786219, -0.04291419382464661, -0.04199795877985819, -0.04108858733325584, -0.040186687520906456, -0.03929281504185597, -0.03842642651697695, -0.03754948533759714, -0.03669975777937259, -0.035841466554648226, -0.03501000924633755, -0.03418792983931038, -0.03335985442475818, -0.032557887106745335, -0.031766082037607314, -0.030970403429905806, -0.030186165923531755, -0.02942681520471356, -0.028665322447766272, -0.027915527995810048, -0.027177469137483704, -0.02643945289838688, -0.025725277401352106, -0.025011861196475253, -0.02431084855962208, -0.023611898988149627, -0.022935777745940973, -0.022262176518347592, -0.021591930274216013, -0.020934785413352176, -0.020290555265027325, -0.019650659606678268, -0.019023850892299708, -0.018402066164017888, -0.017793440615724684, -0.017190401571408817, -0.01659343741651765, -0.016009819790850234, -0.015432653617188477, -0.014862320009084613, -0.014305310845087838, -0.013755356970515269, -0.013212748720212508, -0.012677743549313832, -0.012150567845763587, -0.011631418717246086, -0.011125435297325832, -0.010622645838158223, -0.010128321532121025, -0.009642559314912133, -0.009165435110358128, -0.008697005317761736, -0.008237308235998959, -0.0077825163587066605, -0.0073367649098648405, -0.0069000312955466115, -0.006468839687521529, -0.00604683792503792, -0.005630765846073238, -0.0052239713990106665, -0.00482339953302521, -0.004432120464398981, -0.0040472738935367165, -0.0036690423606245155, -0.0032975830995457182, -0.002933029562258036, -0.0025778298288287203, -0.0022273087518554736, -0.001883968886631866, -0.0015499347621174963, -0.0012210163001752418, -0.000897481701992456, -0.000583232992130885, -0.0002745158511711614, 2.678739641367981e-05, 0.00032233151639516727, 0.0006104138677190671, 0.0008925836308716583, 0.0011687256682407817, 0.0014387451368145985, 0.0017051726016682823, 0.001960130565914589, 0.0022042350429693387, 0.0024494907070211408, 0.0026949415189828053, 0.0029188706102183087, 0.0031531511952307377, 0.003367091998147641, 0.0035807260640190516, 0.003793315767544497, 0.003995938823118992, 0.00419700124544413, 0.004388427635522073, 0.004570755967144915, 0.004751263357893987, 0.0049294301177943605, 0.005098674730669313, 0.0052653024507693545, 0.00542339861004101, 0.005578663145463667, 0.005725794108356393, 0.005869932146833837, 0.006006337331340093, 0.006139634382228376, 0.0062695441637684495, 0.00639581705439643, 0.006514738445418393, 0.006626742311413071, 0.006738423458673118, 0.006843220742873736, 0.006941546257491299, 0.007038876210724993, 0.007129818449805031, 0.0072169758867814075, 0.007300252390336435, 0.007377658981191149, 0.0074530997799801876, 0.007522836487868948, 0.007587226218950384, 0.007649372918018654, 0.00770762080069019, 0.00776080956508416, 0.007811356706897246, 0.007857067568019223, 0.007899104140604473, 0.007937484938606602, 0.007972236840190963, 0.008003394343609364, 0.008030998854415446, 0.008055098005613274, 0.00807609837494754, 0.008093283258155651, 0.008107140379044456, 0.008117736039846545, 0.008125240825037607, 0.00812951664263074, 0.008130654354776636, 0.008128776073515807, 0.008123822054200657, 0.00811603983535379, 0.008105276958101927, 0.008091731387720263, 0.008075499226441804, 0.008056382350422966, 0.008034706218061134, 0.00801021637090207, 0.00798331130272832, 0.00795409376148908, 0.007922233525307779, 0.007888216307435707, 0.007851670822901745, 0.007812640429698512, 0.007771682867656475, 0.007728377018566539, 0.007683316737557914, 0.007636051912580133, 0.007586644680757153, 0.00753516106848914, 0.0074822498975975335, 0.0074268322866384625, 0.007370147227376647, 0.007311688844019494, 0.007251532421166444, 0.00718975459072566, 0.007125822793970289, 0.0070610337361890875, 0.006994858566478739, 0.006926762308511411, 0.006857437668286406, 0.006786964646292618, 0.006715422426809438, 0.006642280843590577, 0.006568230872103066, 0.006493349762455352, 0.006417114844844903, 0.006339613014377695, 0.006261521174201502, 0.0061829119099938495, 0.006102698678953791, 0.006022130165781385, 0.005940707862880034, 0.005858516676518996, 0.005775640655929584, 0.005692162757839359, 0.005608702877372044, 0.005524257070587826, 0.005439449485991495, 0.005354356819986992, 0.005268547118563044, 0.005182616364771716, 0.005096635437183935, 0.005010191525152722, 0.0049238494667291945, 0.004837209253325215, 0.00475035873348702, 0.004663383523144745, 0.004577678761584095, 0.004491102684637234, 0.004402110015125699, 0.00431914434166177, 0.004229860126127621, 0.00414652935633529, 0.004057340994776039, 0.003974019427463911, 0.0038889420451319063, 0.003802326906472633, 0.00372134096819411, 0.003635497835850122, 0.0035518708573950507, 0.003470399461212567, 0.003387891996793979, 0.0033075863534829768, 0.003226454059024713, 0.0031446775990826023, 0.003065230118772476, 0.002985322198937418, 0.0029077548607372213, 0.0028324516264400003, 0.0027543751503768237, 0.0026787141380537243, 0.0026053845384919876, 0.002529795057498398, 0.0024588428293567917, 0.0023858948162041324, 0.00231536658501741, 0.0022451957805662403, 0.0021754948771079185, 0.00210820571466926, 0.0020414612093745963, 0.0019753577669608955, 0.0019116314433114587, 0.001848598482729387, 0.0017863401068976372, 0.0017249316496080129, 0.0016644425855031916, 0.0016062934204621108, 0.0015477739340519485, 0.0014915993933772513, 0.0014364636749988138, 0.001382412264508626, 0.001329485556635922, 0.0012777190040753992, 0.0012271432796841161, 0.0011787500864195817, 0.0011305867996485243, 0.00108368080637686, 0.0010380454785254146, 0.0009936903485450795, 0.000950621313149827, 0.0009088408385035864, 0.0008683481656298777, 0.0008291395149286596, 0.000790581743314218, 0.0007539499442456221, 0.0007180086391959598, 0.0006828316478196675, 0.0006494978342138878, 0.0006169416058854488, 0.000585671815717336, 0.0005556608778592988, 0.0005264748817787161, 0.0004985348841873608, 0.0004718072643355846, 0.0004459183017521973, 0.00042089332485257386, 0.00039705211607988735, 0.0003743540689365488, 0.0003524941210587747, 0.0003314816865687827, 0.00031155402304053364, 0.00029244968377579295, 0.00027416795565671643, 0.00025670460211279616, 0.00024022886260336067, 0.00022452934421625693, 0.00020959496694851934, 0.0001955546811598647, 0.00018209772782438484, 0.00016948251779627768, 0.00015743547404094323, 0.0001460683468392779, 0.0001354565314684828, 0.00012537563862824295, 0.00011590739289860794, 0.00010702785266541956, 9.864281880216444e-05, 9.087328805294133e-05, 8.355986915376992e-05, 7.669301368407408e-05, 7.035969692010132e-05, 6.438634378857152e-05, 5.889521568651443e-05, 5.373783182342205e-05, 4.897828125636187e-05, 4.456099247517005e-05, 4.04985250033923e-05, 3.674208292587239e-05, 3.32763963883592e-05, 3.0086040647592293e-05, 2.715557261988274e-05, 2.4469652644514718e-05, 2.201315174120617e-05, 1.9771244801990112e-05, 1.77176622738368e-05, 1.586335121804306e-05, 1.4172213177760869e-05, 1.2634475435543116e-05, 1.1247698597382587e-05, 9.999574183563047e-06, 8.872730352140035e-06, 7.85829431058442e-06, 6.952083888963547e-06, 6.140233894992125e-06, 5.401345025104682e-06], 'MSE': 24420.569287698756, 'R_2': 0.8228677764960326, 'U_norm': [-183.72025883829562, 0.023536487995754262, 0.02104287737674103, 0.018317914257870934, 0.01500680196837674, 0.011135295413526354, 0.0067606893251354536, 27.940247623422792, 99.92889230315537, 64.3651359304742, -0.013458621167452734, -0.01841286497825474, -0.02284256319813906, -0.026849245276457406, -0.03042089929870395, -0.033530352246691396, -0.03605523310880903, -0.03795716859788654, -0.0392125711758707, -0.03949350653303188, -6.920519312826442, -0.20639423056689107, -0.03382039023154391, -0.031205950043832226, -0.028379186706620724, -0.025434666710137836, -0.022459387614022563, -0.019529765282092514, -0.016709346697248217, -0.014047708630103727, -0.0115804104816798, -0.00932996557841689, -0.007307504673461135, -0.005514755823471111, -0.003946161781581188, -0.0025908856650130744, -0.0014346493691622902, -0.00046103824419193597, 0.0003472106769371208, 0.0010074609284981193, 0.0015365663345051099, 0.0019505020671366842, 0.0022641441200671256, 0.0024911635542697328, 0.002643998488768821, 0.002733876074959741, 0.002770863520842831, 0.0027639361920070342, 0.0027210538352279855, 0.0026492372076329486, 0.0025546442241176554, 0.0024426426631023244, 0.0023178795171559224, 0.0021843457625520648, 0.0020454377762496208, 0.0019040150923001948, 0.0017624548070043226, 0.0016227027981083114, 0.0014863218704127747, 0.0013545368979115096, 0.0012282770007394812, 0.0011082147800231602, 0.0009948026256025593, 0.0008883061129282312, 0.0007888345136183499, 0.0006963684573713305, 0.000610784801673182, 0.000531878783813227, 0.00045938355342656586, 0.00039298720266981005, 0.000332347431790135, 0.000277104002145559, 0.0002268891414027183, 0.00018133607304908332, 0.00014008584656193158, 0.00010279264528335395, 6.91277468327039e-05, 3.878230599942593e-05, 1.1469123532151598e-05, -1.3076444506264392e-05, -3.509629210702668e-05, -5.480994987491104e-05, -7.241542997352341e-05, -8.809041975174682e-05, -0.00010199372541074984, -0.00011426687970640755, -0.00012503584013174739, -0.00013441271454760353, -0.00014249746417754766, -0.00014937954231217018, -0.00015513943821078585, -0.00015985010249840284, -0.000163578238895819, -0.0001663854527256858, -0.00016832925234289497, -0.00016946390391397545, -0.0001698411438233189, -0.00016951075619865287, -0.0001685210250885894, -0.00016691907325867657, -0.00016475109967587962, -0.00016206252899623867, -0.00015889808601473194, -0.00015530180771929517, -0.0001513170049378037, -0.00014698618507690784, -0.00014235094591943603, -0.0001374518502131886, -0.00013232828968769348, -0.00012701834574356893, -0.00012155865344250421, -0.00011598427362939848, -0.00011032857696318535, -0.0001046231431968662, -9.889767710889774e-05, -9.317994287859649e-05, -8.749571673495341e-05, -8.186875850746645e-05, -7.632080116058818e-05, -7.087155778330771e-05, -6.553874505390083e-05, -6.033812152826502e-05, -5.528353933149796e-05, -5.0387007276499855e-05, -4.565876348965592e-05, -4.110735593370319e-05, -3.6739728818729084e-05, -3.2561313292863544e-05, -2.8576120695778908e-05, -2.478683688144518e-05, -2.119491606155698e-05, -1.7800673033036064e-05, -1.4603372751332002e-05, -1.1601316247133403e-05, -8.791922732505351e-06, -6.171807226219099e-06, -3.73685379456197e-06, -1.4822845765143003e-06, 5.972751411843309e-07, 2.507735133276089e-06, 4.25548102925557e-06, 5.847316684485036e-06, 7.290407098245912e-06, 8.592220835299874e-06, 9.760471003125822e-06, 1.0803054021533213e-05, 1.1727985905572156e-05, 1.2543336032846195e-05, 1.32571590965996e-05, 1.3877426463944082e-05]}, 'iteration_24': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24461.08170121119, -404.0192366664019, -1.6116566297969597, -2.936403751591382, -5.287265926669146, -6.825581773487024, -9.396351032265926, 4523.529888503685, 13431.440163609468, 8204.30141932982, -14.752211648401499, -15.144966451728791, -15.195960558187123, -14.864342990845763, -14.121698118618449, -13.148209767996278, -12.137985116245913, -10.097439882337484, -9.264442773923927, -5.615527565302629, -708.0138695236209, -278.6153240582162, -5.130305139659113, -2.9719656402559673, -2.177553611654716, -1.4928260064672256, -0.8802952208637033, -0.36918662976244887, 0.05381828617519313, 0.4005784267664264, 0.6810921640473921, 0.9035368052105446, 1.0745800178772202, 1.1998124904689382, 1.2841636017124036, 1.3322438394579401, 1.348541876041681, 1.3387645201663954, 1.3017052838624013, 1.2503326554855945, 1.1932819552371918, 1.120234458439409, 1.0310345226692241, 0.939223152924373, 0.8517022183585681, 0.7655926136904274, 0.6818699653282699, 0.605799087362351, 0.5321186467919867, 0.4618455725017197, 0.3982232087883126, 0.34195628126569266, 0.29180441688406156, 0.24730874916339518, 0.20812273694039995, 0.17384218197953674, 0.14403131962152033, 0.11824338611924982, 0.09603635896076872, 0.0769846041301639, 0.060687136706675415, 0.046773134070710376, 0.034905254857133444, 0.024781226915735234, 0.016134084552233245, 0.008731363873000268, 0.002373507498643887, -0.003108314722407254, -0.007854796545746721, -0.011981351381746838, -0.015581108191926601, -0.018727939642324207, -0.021479431317490492, -0.023879716270855812, -0.02596211466987327, -0.027751533332515104, -0.02926659448165599, -0.03052147683548637, -0.03152746430319187, -0.03229420849490708, -0.032830719816954075, -0.03314610891758448, -0.0332501050402807, -0.03315338086195865, -0.0328677146847709, -0.03240602060428744, -0.031782275823726794, -0.031011372035688687, -0.030108914820148738, -0.02909099175034403, -0.027973926642190686, -0.02677403391969386, -0.02550738405739244, -0.024189588151947383, -0.022835607109897606, -0.021459588859588524, -0.020074735093331655, -0.01869319768947532, -0.01732600394102302, -0.015983008914586, -0.014672872758813954, -0.013403060455733171, -0.01217986130813022, -0.011008425393805265, -0.009892814252160216, -0.008836063128009814, -0.007840252250738495, -0.006906584809176649, -0.006035469463837593, -0.00522660548315456, -0.00447906875426546, -0.0037913971558585276, -0.003161673969094966, -0.002587608172468446, -0.002066610664293243, -0.001595865644624893, -0.0011723965392430244, -0.0007931260171356348, -0.0004549298565731973, -0.00015468447994283012, 0.00011069182124136105, 0.00034420387108284633, 0.0005487505987800512, 0.000727101746672892, 0.0008818799072257102, 0.0010155475155342404, 0.0011303983064009093, 0.001228552758726931, 0.0013119570507714872, 0.0013823850003200988, 0.0014414425245906407, 0.0014905741494842288, 0.0015310711245402708, 0.0015640807490411015, 0.001590616525210597, 0.0016115688242650953, 0.001627715757235616, 0.0016397340331258834, 0.0016482095672868116, 0.0016536476861010066, 0.0016564828068293277, 0.0016570874600012513, 0.0016557806134687087, 0.001652835229378406, 0.0016484850423400862, 0.0016429305460294104, 0.001636344225011279, 0.001628875037993965, 0.0016206522186538843, 0.001611788462587372], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [165.8662064394012, 8342.192673007634, 3240.463215744338, 925.2755132835721, 59.995948496855746, -227.27598836944136, -296.4049322333029, -287.3744608400224, -253.72772859234937, -215.32487179337602, -179.0973946406027, -147.05345812257553, -119.59887138804247, -96.21091403809095, -76.60176931240677, -60.12589319919431, -46.36033793757421, -34.99490308766203, -25.58371379997429, -17.83286642010963, -11.485281794282427, -6.348523339048083, -2.161580300275243, 1.1831750813873447, 3.8696668063460926, 5.993452486006944, 7.655727162373234, 8.94134823113153, 9.926019851026789, 10.660795372547845, 11.197500400200786, 11.57237554896827, 11.819954610449452, 11.965343101125999, 12.030911592625092, 12.033587814600635, 11.987120707625438, 11.902603055631538, 11.788927377293602, 11.65250179558208, 11.500239518532714, 11.335193517304674, 11.161547446712607, 10.981243045858168, 10.797181851979019, 10.610231797473913, 10.421688158864203, 10.232565248680777, 10.044390062019298, 9.85629024014336, 9.669497237411292, 9.484382817779153, 9.30057625244159, 9.118997977602051, 8.939818563175267, 8.761969179106517, 8.584502963783523, 8.41332833453336, 8.242187566440709, 8.076636056398893, 7.906275009872421, 7.746598759407908, 7.582623557809255, 7.424226872838737, 7.266718460193089, 7.114566286208763, 6.963382954488418, 6.8133421511099534, 6.664602165954183, 6.517306493382289, 6.375163743475031, 6.234456947445579, 6.095299941858349, 5.961011176162753, 5.825132809870886, 5.694072212362935, 5.564692286425455, 5.437062971436752, 5.311245170515768, 5.187291305874979, 5.065245865414353, 4.947553226787789, 4.82934193963903, 4.713133178719145, 4.598944814235039, 4.488867311626532, 4.378676412906908, 4.2705313554436835, 4.1644307491213235, 4.060369399938878, 3.956612388730185, 3.8566633126244425, 3.7571141654188347, 3.661210126691094, 3.5642964377740296, 3.4709742586218533, 3.3796715586392736, 3.2890301029507287, 3.199165871727183, 3.1126440437475122, 3.026913996760999, 2.94206901175214, 2.859290301822549, 2.778528698473439, 2.698718588862894, 2.620904829077915, 2.5440934563752444, 2.4683396448788852, 2.3945635441989963, 2.321868926671339, 2.2502951909203155, 2.180652166061778, 2.112132812182931, 2.044763752483951, 1.9785669587276111, 1.9142242039018982, 1.850395245656648, 1.788394749715007, 1.7269773677453395, 1.6673527351620376, 1.6083642392836375, 1.5511246436089634, 1.4945601668587887, 1.4392098199502994, 1.3850650181700412, 1.3316680395258242, 1.2794893968597316, 1.2285137745307007, 1.1783280287763906, 1.1293426274178084, 1.0815374584840127, 1.0341886222139, 0.9883711374544963, 0.9430471983985906, 0.8988930624210731, 0.8555829812032548, 0.8131259020939087, 0.7715281123179933, 0.7307934545423492, 0.691177184086883, 0.6521613101982003, 0.6140078392523027, 0.5767127828300789, 0.5400556311880617, 0.5042620183841208, 0.469322801723742, 0.4352278086296299, 0.4017839932497984, 0.36900185751739417, 0.3368894623836427, 0.3056129312118271, 0.27500236753475943, 0.2450603856014301, 0.21578784070757037, 0.1877252620281857, 0.1598949538853983, 0.13197222529255206, 0.10523716422884395, 0.07962045668069657, 0.053965577106765215, 0.02939522900682276, 0.004845186185647152, -0.019615438400594896, -0.042092636696409676, -0.06452082976839106, -0.08684150041324108, -0.10819799333162637, -0.12941574348925505, -0.15044755414113697, -0.16984661980212032, -0.18977589476556458, -0.20882154688955884, -0.22703608959058794, -0.24505575110054648, -0.26284894224437955, -0.2803873010655968, -0.2971344494381601, -0.31313772701006665, -0.32890825933477935, -0.344424702528212, -0.3596682014230744, -0.37421640286265623, -0.38849863304668375, -0.40250074358672616, -0.41621057526098026, -0.4292821129684211, -0.4420742963110993, -0.4545784089059637, -0.46649652226956806, -0.4784183972561536, -0.48977068798691814, -0.5008393916305639, -0.5116209196064138, -0.522112761956531, -0.5320970501780709, -0.5420165716000008, -0.5514484274609024, -0.5607946141730566, -0.5696743548160582, -0.5784520377999797, -0.5867853578151067, -0.5950041113685051, -0.6028010480368398, -0.6104742129086655, -0.6178769510330387, -0.6248920632165703, -0.6317747740555992, -0.6384014993481119, -0.6448808283960424, -0.6510059562971757, -0.6569838235376982, -0.6627174957481109, -0.6682133350269386, -0.6735551015396194, -0.6786627424078129, -0.6835431776162318, -0.6882677568216472, -0.6927708884714876, -0.6970597313522379, -0.701194672360421, -0.7051224397181275, -0.7088970078435054, -0.7125161687224594, -0.71593759879136, -0.7192067587100678, -0.7222875429083898, -0.7252201482341905, -0.728004478939991, -0.7306408840919149, -0.7331041259213175, -0.735425444248358, -0.7376279528503096, -0.7396471662539387, -0.7415507208126587, -0.7433185888803696, -0.7449529266591813, -0.7464560713651115, -0.7478305157918823, -0.7490788847788733, -0.7502134105856397, -0.7512167138752205, -0.7521096001708529, -0.752891755734191, -0.7535532597991824, -0.7541084613118951, -0.7545578047515518, -0.7548975482333065, -0.7551379111297781, -0.755276246767762, -0.7553160182323257, -0.7552593923991144, -0.7551071158348249, -0.7548630024006782, -0.754528084177046, -0.7541042636065718, -0.7535935473113009, -0.7529980292337357, -0.7523198750640536, -0.7515613079162309, -0.750724595208165, -0.7498064327054685, -0.748814099944913, -0.7477437747802004, -0.7466035371377635, -0.745389086578648, -0.7441091561906821, -0.7427517950455766, -0.7413404876384662, -0.7398403334696771, -0.7383060429582047, -0.736662499821204, -0.7349895791485339, -0.7332909128206412, -0.7314873161373668, -0.7296624699062214, -0.7277352849810005, -0.7257913871608155, -0.723748220844055, -0.7216928415754339, -0.7196278444680181, -0.7174690849528018, -0.7152181106590738, -0.712963486962296, -0.7106205365172452, -0.7082780094443002, -0.7058511502393401, -0.7034285686066921, -0.7009256946550173, -0.6984307147307945, -0.695859477022477, -0.6932143759212304, -0.6905825773481767, -0.6878810047331388, -0.6851958258082623, -0.682444845509411, -0.6796305967786691, -0.676837488642652, -0.6739038125632826, -0.671075587395007, -0.6681119217517457, -0.6651755427437125, -0.6621885086342729, -0.6591533363252003, -0.6560725380145234, -0.653024398279508, -0.6499339205381983, -0.6468035067130825, -0.6436355331838776, -0.6404323450571698, -0.6372677287297318, -0.6340000941785899, -0.630773719797784, -0.6275192807309747, -0.624238884032956, -0.6208676160094515, -0.6175423402083419, -0.6141971283494289, -0.6108338784311431, -0.6074544323595061, -0.6039981891655982, -0.6005925582697572, -0.5971153573105479, -0.5936902023581668, -0.5901984506159773, -0.5867021297257109, -0.5832026557104865, -0.579701385472911, -0.5761444814952156, -0.5725900867930738, -0.5690393593772444, -0.5654409155758398, -0.5618500182225447, -0.558267629071547, -0.5546946578615098, -0.5510338551818633, -0.5474356827245985, -0.5438035899624238, -0.5401407159703574, -0.536495833409065, -0.5328245330731196, -0.5291738023405139, -0.5255007005103329, -0.5218504724919518, -0.5181398288107604, -0.5144556198598954, -0.510757717845303, -0.5070879707384639, -0.5033688432227974, -0.4996807983264574, -0.495949059557617, -0.4922509999667239, -0.48851453674956963, -0.48481403111543075, -0.4811145858514966, -0.47738395212271706, -0.47365890713613057, -0.4699409045838448, -0.46623132072963713, -0.46250014933984157, -0.45881185171470407, -0.4550754992221214, -0.45135473418982747, -0.4476505137163096, -0.4439354440388355, -0.44023979259710727, -0.4365371546479182, -0.43282988286462387, -0.4291462570656536, -0.42543579203671084, -0.4217520686461536, -0.4180709969474018, -0.41439442394678166, -0.4107240982383288, -0.40706167275631244, -0.4033862614985617, -0.39974470415864133, -0.3960939537077611, -0.39245772840446824, -0.3888166381691551, -0.3851932670289904, -0.3815689294453302, -0.3779651194056134, -0.37434499233686985, -0.37076709763601734, -0.3671407714639828, -0.36357715790825207, -0.36009162855602034, -0.3565126939085861, -0.35284879020383453, -0.3494298821107306, -0.34592722277470683, -0.34234854908592727, -0.3388516411330935, -0.3352864676061084, -0.33180352207519503, -0.32839961521230177, -0.3249346775548224, -0.3215490116386352, -0.3181087408817513, -0.31461995386412817, -0.3112131753535745, -0.3078851794235814, -0.3045138811405103, -0.30110462231962165, -0.29777592778290307, -0.2944138514255155, -0.29102318939608807, -0.2877139670826055, -0.2844829304301064, -0.2811259100650068, -0.277948603813611, -0.2746534566788962, -0.2714381658630064, -0.26820834141831623, -0.26496750541814323, -0.2618057344368513, -0.2586351757727696, -0.2554589328147508, -0.2522799461623477, -0.24917949084697008, -0.24607776905180176, -0.2429773543487229, -0.23988067365121327, -0.23686099531959703, -0.23377669167969775, -0.23077005004385578, -0.22777206859382573, -0.22478460494873317, -0.2218093953789483, -0.21884805896981846, -0.21590210190658984, -0.21297292184140793, -0.2100618123074742, -0.20716996714940802, -0.2042984849425937, -0.20144837337777788, -0.19862055359041103, -0.19581586441720203, -0.19298692769500408, -0.1902319560197148, -0.18745649225329078, -0.18470912810144627, -0.18199025630230298, -0.1793002131727929, -0.17663928213098495, -0.1739677533163976, -0.17132786502945416, -0.168681835262088, -0.16606953363144047, -0.16349085478863973, -0.1609107953755028, -0.15836592976960193, -0.1558559895487632, -0.15331644687890528, -0.15084594115143463, -0.1483502781987916, -0.14592268673086167, -0.1434739236388342, -0.1410641265996569, -0.1386654562718153, -0.13627950881612183, -0.13393346437416853, -0.1316015555970242, -0.12928509081098377, -0.12698527454363326, -0.12470321200917316, -0.12243991361229212, -0.12021798679226378, -0.11799427877425951, -0.11579185818003206, -0.11361140039995835, -0.1114535078600058, -0.10929992818149453, -0.1071892354093105, -0.10508477314668578, -0.10298841520245837, -0.10093534323743827, -0.09889179352963863, -0.09685932803691266, -0.09485470354145653, -0.09286304652293073, -0.09090004841215778, -0.08895158481610345, -0.08701874409607001, -0.08511572314999664, -0.08321663037732911, -0.08134832313743184, -0.07949836673116045, -0.07766745195513072, -0.07584483322989882, -0.07405412315226767, -0.07227339916776156, -0.07051441786737017, -0.06877751570078768, -0.06705321575255581, -0.06535209860083506, -0.06366514575865376, -0.062002208266659066, -0.06035470894973124, -0.05872345153661402, -0.05710916077174837, -0.05549676945236891, -0.053949245007316675, -0.052374236406358146, -0.05084793127065922, -0.0492986912139329, -0.047797933375586195, -0.046343358040852364, -0.0448697100864796, -0.04344188556810434, -0.041998509844969514, -0.04054309299340235, -0.03918985672052103, -0.037770103161736936, -0.036396140873288255, -0.03506575215516037, -0.03372809320466534, -0.03243301874581074, -0.031132789764903055, -0.02982984903086038, -0.028569232138542924, -0.02734888949014205, -0.026086756089929622, -0.024905010427712038, -0.023685386637699955, -0.022505933834614508, -0.02132962376559261, -0.020191944072472028, -0.019058214025482398, -0.01792987626143643, -0.016838906582699275, -0.01572421205594212, -0.014675864962196476, -0.013606109206973003, -0.012572321127418401, -0.011546873117677846, -0.010530681717367553, -0.009524582813386483, -0.008529334971483275, -0.007568108680871141, -0.0066174799131014095, -0.005678063145854354, -0.0047504092242211015, -0.003835008606154101, -0.0029322946067548194, -0.0020426466174756556, -0.0011839644764642598, -0.000320765360836882, 0.0005121419568311087, 0.0013478651633341088, 0.0021692872581667265, 0.0029616098097485725, 0.0037546327339253597, 0.004533077488926052, 0.005296918504329726, 0.006046156477881134, 0.0067930373751865164, 0.007512724130602081, 0.008229308863107819, 0.008930702048004292, 0.00961704991509213, 0.010288511701358628, 0.010955021577873363, 0.011606274934899876, 0.01225154723605075, 0.012881352647640315, 0.01349597139320577, 0.01410374268269303, 0.014696283604827767, 0.015281366277737967, 0.01585128678987126, 0.016413282765233784, 0.016960279182919674, 0.017499010771303145, 0.01802909746363814, 0.018544334272479972, 0.01905076875383116, 0.019548128401623878, 0.020036179458941376, 0.020509736775661397, 0.02097881585917371, 0.02143349687676736, 0.021878645217597217, 0.022318387980519175, 0.02274403906413926, 0.02315995644314393, 0.023569832501830215, 0.023966079331105, 0.024355997289065588, 0.0247359223411867, 0.02510592013541889, 0.02546905451505786, 0.025822171688586998, 0.02616538899415486, 0.02650144015228343, 0.026827619882714263, 0.02714646183068867, 0.027457802825823413, 0.02775934337768016, 0.028053343035026403, 0.028339709013988357, 0.02861649618466064, 0.02888749910598627, 0.029149021070471178, 0.02940453845202177, 0.029650734593768054, 0.02989078823950253, 0.03012312005849702, 0.030347782057040543, 0.03056483790627715, 0.030775547658705462, 0.03097868440693295, 0.031175411242157055, 0.0313646568308517, 0.0315474919578155, 0.03172388317005731, 0.03189381443772194, 0.03205489296334273, 0.03220980595040564, 0.032362803702508304, 0.032506501889771354, 0.03264767954945718, 0.03277986302792137, 0.03290360327944718, 0.03302449315641732, 0.033137249992494296, 0.03324677607895903, 0.033348510804530725, 0.033446719467892246, 0.033537501498675515, 0.033621322234666115, 0.03370452509405009, 0.0337779134216081, 0.033850037780753454, 0.033913234031616946, 0.03397461840774476, 0.03402971624161166, 0.03407894153616488, 0.03412409071612435, 0.034164985853153675, 0.03420041952292503, 0.0342316546518493, 0.034258569736805244, 0.034280476796544945, 0.034298172779445184, 0.03431126360678121, 0.03432045871460195, 0.03432512144704743, 0.03432579418812253, 0.03432226048844903, 0.03431476058074921, 0.034303244977611454, 0.03428814842551604, 0.03426870800176591, 0.03424588741633567, 0.0342192771979355, 0.034188909120355826, 0.03415482358324785, 0.03411706878663715, 0.03407662741161255, 0.03403176057311132, 0.033984436421016846, 0.03393271032829197, 0.03387876221141313, 0.03382163011164905, 0.03376018778943253, 0.03369687726139967, 0.033630614703375576, 0.033560186484048384, 0.03348691703624777, 0.03341224280735136, 0.0333335865183433, 0.03325236109895454, 0.03316865806357138, 0.03308114958237087, 0.03299275038528831, 0.03290070231592587, 0.03280651776811057, 0.03270882658318454, 0.03261063628632693, 0.03250910727690194, 0.032404314295177754, 0.03229781817803844, 0.032189708329940864, 0.032078589883784606, 0.03196603036641431, 0.03185063575028904, 0.031733971789114405, 0.031614648464127273, 0.03149275851520436, 0.03136985666421176, 0.031244565460934463, 0.031116979604439137, 0.03098863255861456, 0.030858164673826915, 0.03072566999426234, 0.030591242481915103, 0.03045497572458416, 0.03031696266929825, 0.030178672535729218, 0.030037430094578304, 0.029894713663911558, 0.02975061148373934, 0.029605210175468324, 0.02945859461085747, 0.029310847799717304, 0.029160763823742244, 0.029009736615704693, 0.028857843597310823, 0.02870391564962797, 0.02854929896508648, 0.028392849451127227, 0.028235880067657083, 0.028077271890465907, 0.027918303691205085, 0.027757881803803324, 0.027596110392754798, 0.02743309130909855, 0.02726892396421936, 0.02710479908790358, 0.026938607838327435, 0.026771550962971655, 0.02660476522742323, 0.026436225396004903, 0.026266060414287168, 0.026096400787049667, 0.025925304027152377, 0.025753862028805103, 0.025581189090310666, 0.025408340810405865, 0.02523445518126663, 0.02505963897433259, 0.024883995546083285, 0.024705857928463675, 0.024530623182146754, 0.024358213105504196, 0.02418013981761182, 0.023996745380754945, 0.02382461711271282, 0.023639284849663104, 0.02346504125079309, 0.02328595359754727, 0.02310233381150905, 0.022921938357197205, 0.022737350983425508, 0.022556052745610324, 0.022377943283554188, 0.02219598871725974, 0.02201046518412406, 0.021828325950986455, 0.021642901888840906, 0.0214608899404113, 0.021275859229024027, 0.02109425776654666, 0.020909886153215852, 0.020728951128018334, 0.0205454778227261, 0.02035968776887942, 0.020171796239270623, 0.01998754001767693, 0.019806797722042222, 0.019618812342632953, 0.019434518349556566, 0.019253790795712697, 0.01906648221201327, 0.01888289278629722, 0.018698079372355184, 0.018512205028767784, 0.018330049444288954, 0.018142422294730405, 0.017958623100971568, 0.01777851810132749, 0.017593457732406188, 0.01740801008023764, 0.01722638352890044, 0.01704044118475036, 0.01685838305492277, 0.01667623544830806, 0.01649410395212853, 0.016312089012005978, 0.016130286054419532, 0.01594878561703452, 0.01576767348539949, 0.015583659893225278, 0.015403635972237067, 0.015224229287813395, 0.015045508065031759, 0.014864448820982073, 0.014684334952497843, 0.014508171582946228, 0.014330037028994661, 0.014150173170163932, 0.013974331367068518, 0.01379696548085006, 0.01362093092824649, 0.013446257257710528, 0.013270452402617604, 0.013096174212428096, 0.012921036329042793, 0.012747569810622621, 0.012575784831892662, 0.01240344849945973, 0.012232912673574375, 0.012062041108659898, 0.01189098442289352, 0.011721922901399551, 0.01155285804362185, 0.011385862359129549, 0.011219026145989238, 0.011052470058690802, 0.01088630836537949, 0.010722408627299432, 0.010557310289438534, 0.01039458708534674, 0.01023257228367053, 0.010071353173213674, 0.009911011715566319, 0.009750111717407094, 0.009591789246660563, 0.009434559380090166, 0.009277084081696318, 0.00912089382794666, 0.00896604008018419, 0.00881257029145149, 0.008659267270317562, 0.008507497777358194, 0.008357295946301115, 0.008207529037560543, 0.008058317770922719, 0.007910877692075468, 0.007765226298821284, 0.007619292256675704, 0.007475287747586543, 0.007332232058309821, 0.0071902106525105315, 0.0070493032383914895, 0.006909583968418645, 0.006772002312087427, 0.006634835544510454, 0.006499048654068176, 0.006364695601531504, 0.006231041823209368, 0.006098962006933068, 0.00596849539206007, 0.005838960360354546, 0.005711147907639422, 0.005584409632288169, 0.005458829471355841, 0.005334485232251328, 0.005213293861510757, 0.005092170451456925, 0.004968981403743263, 0.004855296688816942, 0.004734165303689761, 0.004622208925994873, 0.004503521098111029, 0.0043936727106429615, 0.004282508690045146, 0.004170343713525384, 0.004066364046699465, 0.003957068258775395, 0.0038514816400168884, 0.003749438205648607, 0.0036469038389568545, 0.0035478675743356143, 0.003448558073113439, 0.0033492027183024044, 0.0032533760718812857, 0.0031576749761258825, 0.0030654175975790843, 0.0029764456143471854, 0.0028848024037277497, 0.0027965723436319616, 0.0027115949276082475, 0.0026245401187397106, 0.002543318597639549, 0.0024603026705511803, 0.0023805066779875273, 0.0023015640282927348, 0.002223587911337965, 0.002148719122023308, 0.002074849224556274, 0.0020020706006275966, 0.0019322654462748438, 0.0018635609077305058, 0.0017960310221455185, 0.0017297423112084284, 0.0016647540203660498, 0.0016025661091391527, 0.0015402641611316728, 0.0014807236664947708, 0.0014225356648080833, 0.0013657330524424187, 0.0013103431274627964, 0.001256387871102751, 0.0012038842318404014, 0.001153841032320466, 0.0011042247731939995, 0.00105608541900125, 0.0010094225853244626, 0.0009642322503080531, 0.0009205070206697659, 0.0008782363906901737, 0.0008374069934783433, 0.0007980028439392921, 0.0007593789579975977, 0.0007228011169446514, 0.000687024290420078, 0.0006521162738048126, 0.0006191369480715662, 0.0005870215540475607, 0.0005562642736875775, 0.0005268283776349155, 0.0004982808300797059, 0.00047102628642685965, 0.00044502342795805773, 0.0004199019309157739, 0.0003956811014503137, 0.00037266402487039126, 0.00035080423643968995, 0.00032980207511858846, 0.00030966186587175285, 0.00029060557153387463, 0.00027237793178519926, 0.00025497397630213666, 0.000238385479917234, 0.0002227685893381524, 0.00020791854190593088, 0.0001938212121361028, 0.0001805944103040909, 0.00016794205397926003, 0.0001561039792480727, 0.00014482042923840785, 0.00013419351470211804, 0.0001242907215010179, 0.0001149000803403677, 0.00010609553794965638, 9.785253872481618e-05, 9.008165500545365e-05, 8.289300432505904e-05, 7.613720935129249e-05, 6.98039432995015e-05, 6.397176443972607e-05, 5.84793759889061e-05, 5.343786019913575e-05, 4.8709624179919364e-05, 4.4352332639618526e-05, 4.0314010358488936e-05, 3.660512982386914e-05, 3.318020753019548e-05, 3.0024508775375914e-05, 2.7123234117975035e-05, 2.4461642091168312e-05, 2.2025157594383944e-05, 1.9799466388332937e-05, 1.7770596252156258e-05, 1.591429991904675e-05, 1.4240022690505258e-05, 1.2714759415751687e-05, 1.1329352308503308e-05, 1.0081276570969828e-05, 8.95914801663038e-06, 7.947082321078221e-06, 7.036878777281805e-06, 6.224569237807605e-06, 5.497531825366359e-06, 4.836452702907991e-06], 'MSE': 24071.164171089287, 'R_2': 0.8254021525164914, 'U_norm': [-147.47477662077844, -2.4358140578437624, -0.009716606337034334, -0.01770344797601132, -0.03187669175854871, -0.04115112976798625, -0.05665018360431804, 27.27216105947857, 80.9775570033593, 49.46336936053368, -0.08894042970318572, -0.09130833099205482, -0.09161577219808073, -0.08961646459326734, -0.08513909159815296, -0.0792699735107126, -0.07317937389318581, -0.060877017185046484, -0.055854914565481584, -0.0338557666180324, -4.2685842158500655, -1.6797594309403217, -0.030930382135561752, -0.017917849025445003, -0.01312837414065166, -0.009000181779636586, -0.005307260841648934, -0.002225809815798101, 0.0003244680602741596, 0.0024150695675717593, 0.004106274447629119, 0.005447383322810252, 0.0064785952654640095, 0.0072336162881122806, 0.007742165396458889, 0.008032039017258161, 0.008130299156932419, 0.008071351912028764, 0.007847923420090996, 0.007538200122207701, 0.007194243980857845, 0.00675384386263958, 0.006216061406287928, 0.005662534730331517, 0.005134874897770035, 0.004615723910562924, 0.004110963777052647, 0.0036523358278718505, 0.003208119719722513, 0.0027844464717443032, 0.0024008700628459162, 0.0020616392524960606, 0.0017592758865934643, 0.0014910134794827953, 0.0012547627498611705, 0.0010480868044944825, 0.0008683584375799662, 0.0007128841303022745, 0.0005789989485424507, 0.00046413676369728247, 0.00036588005546494087, 0.00028199315071950336, 0.0002104422333331322, 0.00014940491791930516, 9.727168014828777e-05, 5.264100551619069e-05, 1.4309771433898523e-05, -1.873989159405772e-05, -4.735621997976902e-05, -7.223503605528121e-05, -9.393781019891609e-05, -0.00011290991743764251, -0.00012949853870654525, -0.0001439697502272622, -0.00015652443781147317, -0.0001673127635600066, -0.00017644700002859696, -0.00018401263008032637, -0.00019007768390318433, -0.00019470035062658114, -0.00019793495359058178, -0.00019983642048939819, -0.00020046340850045136, -0.0001998802627194876, -0.00019815799400776541, -0.00019537446087467987, -0.00019161393125848538, -0.00018696618651335408, -0.0001815253119887833, -0.00017538829895026535, -0.00016865356295992594, -0.00016141946295647615, -0.00015378288711811525, -0.00014583795405419177, -0.00013767486240664733, -0.00012937890940795395, -0.00012102968747550511, -0.00011270045974487393, -0.0001044577092764699, -9.636085182977698e-05, -8.846209905688874e-05, -8.080645700333711e-05, -7.343184359666425e-05, -6.636930842749896e-05, -5.964333833674827e-05, -5.3272232680773934e-05, -4.7268533070267434e-05, -4.163949347732053e-05, -3.6387577698042116e-05, -3.151097263515491e-05, -2.700410685320183e-05, -2.28581652876457e-05, -1.9061592125622262e-05, -1.5600574900086676e-05, -1.2459504031813674e-05, -9.621403187831114e-06, -7.068326734188441e-06, -4.781721578707366e-06, -2.7427519271534523e-06, -9.325858686429477e-07, 6.67356080598372e-07, 2.075189871813254e-06, 3.308393020558832e-06, 4.38366418055229e-06, 5.316814845437711e-06, 6.122690927187528e-06, 6.815121251188411e-06, 7.406890090683279e-06, 7.909730868075231e-06, 8.334337852116606e-06, 8.690393046484528e-06, 8.98660543376579e-06, 9.230759900160927e-06, 9.429773462155396e-06, 9.589756479703698e-06, 9.716076961377282e-06, 9.813426104069542e-06, 9.88588375634893e-06, 9.936982375878203e-06, 9.96976855300466e-06, 9.98686137012572e-06, 9.990506797280238e-06, 9.982627877499891e-06, 9.964870287460107e-06, 9.938643202755873e-06, 9.905155390864983e-06, 9.865446753578777e-06, 9.820415356342462e-06, 9.770840343259071e-06, 9.717401151080368e-06]}, 'iteration_25': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24393.34088355555, -853.5233902275371, -1.5458479922022128, -4.367233715727602, -6.70813282927362, -7.7963770786133395, -9.960635771992003, 4996.292929237944, 13518.510840512754, 8094.562151790021, -13.363718744731393, -13.196495520737836, -12.7030781476912, -11.8953809743869, -10.74735049722553, -9.524408843024066, -8.246015663956998, -6.28887077244281, -5.044706758535209, -141.90952691134171, -804.5251757384069, -154.79793543399646, -1.3784787260712779, -0.5390904413061146, -0.1104179762936012, 0.22546360081630212, 0.5148564368045355, 0.7359352861926695, 0.904994930874225, 1.0343368656608782, 1.1326367747062185, 1.2056293918129424, 1.256912482283618, 1.2887209152460377, 1.3025591376206587, 1.2996938858221068, 1.281433843431128, 1.250463159857839, 1.202636763174075, 1.1497627758768023, 1.0961783728076604, 1.0308907302943318, 0.9526133479825424, 0.8734699700316317, 0.7988324794139544, 0.7235604723967257, 0.6508248870928631, 0.5840123331412269, 0.518306589929397, 0.4553322583164197, 0.3969997156954656, 0.3446802798498015, 0.2970058143643927, 0.2539000285252894, 0.21520866917889636, 0.18071908695567782, 0.15017698553729414, 0.12330054488979397, 0.09979218489539261, 0.07934825512582379, 0.0616669214545619, 0.04645448673610195, 0.0334303450280281, 0.022330733865223357, 0.012911422108233896, 0.004949453038279167, -0.001755947160066582, -0.00738318886537969, -0.01208875951710962, -0.016008177135315833, -0.01925734856786412, -0.021934226235754438, -0.02412066221299874, -0.025884366174484374, -0.027280884389480054, -0.02835552927512688, -0.02914520237809983, -0.029680067714810174, -0.029985045658091382, -0.030081109986129607, -0.02998638171494797, -0.02971702243694317, -0.0292879374116324, -0.028713304069347342, -0.028006945410709756, -0.02718256991571963, -0.026253900208572545, -0.02523471243091284, -0.024138806958583725, -0.022979929376420835, -0.02177165832815449, -0.020527274506739534, -0.019259622613292768, -0.017980975756859995, -0.016702909501334295, -0.015436190804942119, -0.014190685323075132, -0.012975285060812905, -0.01179785718029374, -0.010665213814585673, -0.009583102010150023, -0.008556212362887842, -0.007588204536295773, -0.00668174759473737, -0.005838572967535791, -0.0050595377477252275, -0.004344696102612332, -0.003693376642995329, -0.00310426367069554, -0.0025754804700102497, -0.00210467286774981, -0.0016890916406434493, -0.0013256723504936527, -0.0010111115713205198, -0.0007419385222936321, -0.0005145813811340166, -0.00032542770302081207, -0.00017087858530315245, -4.7396297938931e-05, 4.845465637018673e-05, 0.0001199730186631541, 0.00017029262891823382, 0.00020236036737003045, 0.00021891983380603413, 0.00022250034723988757, 0.00021541077663471818, 0.0001997377164833086, 0.00017734746661690422, 0.00014989128281198914, 0.00011881337298080053, 8.536111714687992e-05, 5.0597032407699134e-05, 1.54120123260592e-05, -1.946056601877041e-05, -5.34302478817036e-05, -8.60347528311923e-05, -0.00011692536361329955, -0.00014585268166206173, -0.00017265298401277713, -0.00019723528799943987, -0.0002195693118083004, -0.00023967436700066445, -0.0002576092770580139, -0.0002734633328397189, -0.000287348294957061, -0.00029939144994529633, -0.0003097296604133213, -0.00031850437879097753, -0.0003258575658272131, -0.0003319284438552524], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [162.8433168663958, 8401.341963803472, 3236.71730796043, 901.9776196601022, 36.02291924399489, -246.72358874091105, -310.68096869934703, -297.0982941022339, -259.755654995881, -218.46508968200106, -180.0426111545762, -146.37441092164156, -117.76421086934839, -93.58802199271928, -73.48613654480967, -56.7429560217695, -42.88261511310994, -31.550150838740425, -22.263004135605247, -14.698626407327598, -8.577182909152016, -3.6868417506284525, 0.24346500561158993, 3.334548095800429, 5.774080136306024, 7.664079811212495, 9.108719894304388, 10.194450932254322, 10.996531459200414, 11.567072133984798, 11.956392890587297, 12.200636994701954, 12.332454430468145, 12.37629979924873, 12.352678942612934, 12.277315469419168, 12.162786340177389, 12.019074218531792, 11.854042006321029, 11.672965812126503, 11.482329061563494, 11.284067749714168, 11.081883603819785, 10.877029946228939, 10.672023446808693, 10.467210724206247, 10.263530315024116, 10.061683203525554, 9.86295899927305, 9.666161859796398, 9.472357631129498, 9.281731769734407, 9.093736371080018, 8.909167806486394, 8.7280658715053, 8.549241735701463, 8.371662903455618, 8.201137497494255, 8.031340375730744, 7.867707320878165, 7.6999156798139285, 7.543162253031771, 7.382675132081194, 7.228087971466345, 7.074770746281309, 6.927026096147862, 6.780550613794354, 6.635486232035625, 6.491960240211221, 6.350086095351784, 6.213403257113918, 6.078307472054473, 5.944888073304354, 5.81630167599804, 5.686346852008914, 5.56113543710919, 5.437650261504499, 5.315943833465629, 5.196060769375496, 5.078038351618933, 4.961907065885906, 4.849979891038317, 4.737613900717398, 4.627197803195496, 4.51873972772774, 4.414216280443108, 4.309609005772746, 4.206961645660383, 4.106266680059164, 4.007513570910498, 3.9090508630870255, 3.8141987997871802, 3.719719013931114, 3.6286878404037237, 3.536683464922884, 3.448070788201128, 3.361355143127962, 3.2752439843644807, 3.189844660961023, 3.107593520991071, 3.0260647736282142, 2.945345020109646, 2.866556856640117, 2.789653257725749, 2.713618805732336, 2.6394484286017668, 2.566194424552252, 2.4939085884309296, 2.423469065966304, 2.3540204725541827, 2.285600180863796, 2.21898298138304, 2.153397695564813, 2.088870013569145, 2.025421349937194, 1.9637063741656542, 1.90244022716154, 1.8428855325642872, 1.7838469750476849, 1.7264883207095734, 1.6696980392066214, 1.6145486097197952, 1.5600067687971275, 1.5065930396285667, 1.4543006101191995, 1.4026884193154623, 1.3522123407733146, 1.3028592563116437, 1.2542304212462942, 1.20672487825383, 1.1603249661709598, 1.11432905000664, 1.0697829051071384, 1.025679087455868, 0.9826768159260884, 0.9404604854887596, 0.8990401094462492, 0.858423171698176, 0.8186148246309919, 0.7798662807379454, 0.741672358519145, 0.7042907191034158, 0.6677189818307459, 0.6317421864957308, 0.5965830852079234, 0.5622342967197275, 0.5286874156623378, 0.4957538630890143, 0.4634451395058894, 0.4317703898422523, 0.40089490198008787, 0.3706523947672264, 0.341046699454317, 0.3120799263064017, 0.2842888600006281, 0.2567066607434979, 0.22901144754811414, 0.2024739027876767, 0.17702761172380657, 0.15152475680624755, 0.1270823686939089, 0.10264281573307597, 0.07827490293323043, 0.05586752305638174, 0.033494253605245, 0.01121357501091196, -0.010118380243951461, -0.031325055706009644, -0.05235896654800652, -0.0717714876459179, -0.0917260520043108, -0.11080667073599894, -0.1290644522988219, -0.1471362255238673, -0.16498987491239142, -0.1825964496165498, -0.19941658460619463, -0.21549662034374534, -0.2313493357549735, -0.2469527935470467, -0.26228752079790624, -0.27692788957086095, -0.29130522397563174, -0.3054047789097476, -0.319213796885847, -0.33238311829492256, -0.3452737585583786, -0.3578764618957794, -0.3698904150638659, -0.38190966807685145, -0.39335576299126773, -0.40451660569517284, -0.4153881787481974, -0.4259675660387754, -0.43603472893689105, -0.4460357844019413, -0.45554403836451873, -0.4649644362335628, -0.47391289734017256, -0.4827563663713374, -0.4911497353923968, -0.4994249601918413, -0.5072724876714493, -0.5149921276676193, -0.522436096118143, -0.5294865211568007, -0.5363998153853156, -0.5430516614108033, -0.549550898167386, -0.5556900616235421, -0.5616765697196222, -0.5674132474523602, -0.572906510969094, -0.5782400263841282, -0.5833338314454206, -0.5881949532989793, -0.5928944723023237, -0.5973671790669208, -0.6016203816786369, -0.6057140440689815, -0.6095955250826461, -0.6133182891853515, -0.6168801635579179, -0.6202396713636099, -0.6234416543835346, -0.6264509707363274, -0.6293071331389498, -0.6320101677791491, -0.634560562695468, -0.6369342323503789, -0.6391616360082615, -0.6412650173009985, -0.643183203768392, -0.6449808975421475, -0.6466393172017072, -0.6481608298053106, -0.6495479896979351, -0.6508035118660752, -0.6519302472529204, -0.6529395384645508, -0.6538164749230945, -0.6545798613965804, -0.6552296298623544, -0.6557583218018301, -0.6561783099366586, -0.6564902992982898, -0.6566929612836152, -0.6567935262946216, -0.6567917482264416, -0.6566902838175787, -0.6564925818570949, -0.6561976112179589, -0.6558114598417984, -0.6553344072671142, -0.6547686141842272, -0.6541163415960142, -0.6533799331628322, -0.652561798911916, -0.6516644002726716, -0.6506902363909849, -0.6496354314657172, -0.6485083285875994, -0.6473045704161972, -0.6460332357105482, -0.6446895244421296, -0.6432831002737125, -0.6418009072895758, -0.6402685970814576, -0.6386484114434633, -0.6369994492792692, -0.6352411585087645, -0.6334591663290385, -0.6316569802547973, -0.629750751195506, -0.6278290802716407, -0.6258067194055242, -0.623773664450764, -0.621643701095287, -0.6195077088674754, -0.6173680977275277, -0.6151377980693494, -0.6128189006499811, -0.6105027405342328, -0.6081024149747007, -0.6057089314091907, -0.6032357635765505, -0.6007732832014029, -0.5982355880989655, -0.5957121503982644, -0.5931179070564775, -0.5904556303703412, -0.5878130853755092, -0.5851068796226645, -0.5824233509832939, -0.5796803679165192, -0.5768807485172965, -0.5741084621963023, -0.5712032691761009, -0.568408785886662, -0.5654869643826806, -0.56259846787178, -0.5596665835265207, -0.5566939884386659, -0.5536833353274037, -0.5507110625861628, -0.5477039700415112, -0.5446645566371355, -0.5415952781808896, -0.5384985421111147, -0.5354455847934249, -0.5322999248238859, -0.529200562074882, -0.5260807808791251, -0.5229426877633709, -0.5197244621130676, -0.5165568161270625, -0.5133767971401999, -0.5101862537491565, -0.5069869679569168, -0.5037217781715065, -0.500511064376534, -0.49723963575946356, -0.4940237901836386, -0.4907521182232997, -0.4874828859354081, -0.48421738360022876, -0.4809568374427566, -0.47765122173903035, -0.4743546706318298, -0.47106818971956094, -0.4677442936392393, -0.4644340930896949, -0.4611383822781626, -0.4578579028500069, -0.45450353841070784, -0.45121318152021, -0.447898419020265, -0.4445622507163019, -0.4412490927934424, -0.4379185602585808, -0.43461325590556427, -0.4312942685844751, -0.4280024430255126, -0.42466273145920647, -0.4213533573074805, -0.41803820657573915, -0.4147547241312336, -0.4114335585782619, -0.4081465790587721, -0.4048271422643431, -0.4015440683233835, -0.3982333456620473, -0.3949608401719682, -0.39169556785573284, -0.388409114502978, -0.3851339173493234, -0.3818711966553554, -0.3786220962530101, -0.3753603437648105, -0.3721422142410055, -0.36888836061172514, -0.36565426578025695, -0.3624406607968714, -0.35922374585066147, -0.3560296894245819, -0.35283562150180314, -0.3496435820864731, -0.34647785740120624, -0.3432950515048944, -0.34014111022927535, -0.33699532248917824, -0.33385923547787655, -0.3307343017202918, -0.3276218822865448, -0.32450422782480187, -0.3214210095244863, -0.3183357120058212, -0.3152683577042082, -0.31220255842283545, -0.3091572917158168, -0.30611680680904724, -0.30309908312947864, -0.3000732522089184, -0.29708818681821836, -0.2940682548154068, -0.2911059781086206, -0.28821381269242596, -0.2852494946529952, -0.2822204144150936, -0.2793990032920166, -0.2765136053712865, -0.2735709489563259, -0.27070076060914655, -0.2677798688178143, -0.2649315415450753, -0.26215281637343185, -0.2593293136177981, -0.256575326939948, -0.25378190841373527, -0.25095423299320674, -0.24819802386667866, -0.24551032764470357, -0.24279247879570992, -0.24004896675097837, -0.237375087444432, -0.2346792169815608, -0.23196534490142792, -0.22932143098653066, -0.22674454431219404, -0.22407196479768413, -0.22154696129780008, -0.21893294748315564, -0.21638684764161117, -0.21383379162086102, -0.21127663174214795, -0.20878631281166588, -0.2062935057872838, -0.20380069656423144, -0.20131022713352445, -0.19888562665274315, -0.19646434705489263, -0.194048414627812, -0.19163972804369328, -0.1892951273895541, -0.18690464045357083, -0.1845785389794349, -0.1822632792931065, -0.17996027628259878, -0.1776708417670456, -0.17539618850072636, -0.173137434244935, -0.17089560587455202, -0.1686716434900855, -0.1664664045096162, -0.16428066771849248, -0.16211513725778398, -0.15997044653539563, -0.15784716204639504, -0.15570944348971885, -0.15363142837632296, -0.15154178439093555, -0.14947710616451734, -0.14743759763230957, -0.14542341880085868, -0.14343468876500262, -0.14144171766644914, -0.13947599901409918, -0.1375093743520079, -0.13557144691915857, -0.13366202688004855, -0.13175515703568427, -0.1298778271832417, -0.12802972263042053, -0.12616334881352284, -0.12435114553713836, -0.1225239563812665, -0.12074997866404155, -0.11896392972182658, -0.11720966497991546, -0.11546684394157586, -0.11373660715294553, -0.11203858562073937, -0.11035404716800039, -0.1086839059216131, -0.10702899419801404, -0.10539006639445246, -0.10376780286647232, -0.10217831281950175, -0.1005906745178195, -0.09902134866297456, -0.09747075698246238, -0.09593926561335521, -0.09441389583197002, -0.09292190133868174, -0.09143729849025968, -0.08996141118943447, -0.08851893084840264, -0.08708605480224146, -0.08566386675634399, -0.084264041134794, -0.08287613678114322, -0.08151103145430363, -0.08015884234818378, -0.07882029238530595, -0.07750514766139703, -0.0761954745927458, -0.07490975214170971, -0.07363934877756546, -0.07238469002314887, -0.07113838537806591, -0.06991652568998473, -0.0687040932143349, -0.06750905544810526, -0.0663315769378752, -0.0651651890698865, -0.0640170022436825, -0.06288087894071617, -0.06176340106333717, -0.060658749223701326, -0.05956742381069664, -0.058489867534393405, -0.05741601296500767, -0.05638767822198973, -0.055343443572817695, -0.05433380511372391, -0.05331134836567315, -0.05232318028474551, -0.051367602972233875, -0.05040171676203302, -0.049468026648197674, -0.04852636000799692, -0.047579101810645015, -0.04670041661849389, -0.045780714090451924, -0.044892824517816954, -0.04403513762228376, -0.04317482094867629, -0.042343886302373866, -0.041511646435452, -0.04067971261881373, -0.03987677692738019, -0.03910137019435787, -0.0383013805281261, -0.03755418724454961, -0.03678494186804426, -0.03604289375450839, -0.03530467239981506, -0.03459247785034579, -0.03388452652310678, -0.03318172385662647, -0.03250391190252968, -0.03181312837207903, -0.0311651165400783, -0.03050555113730658, -0.029869798277364155, -0.02924078756734984, -0.02861906395669922, -0.02800511724837671, -0.027399384681767766, -0.02681588513385141, -0.02624031656759141, -0.02567302198697018, -0.025114301924238688, -0.024564416859652924, -0.024023589620080096, -0.02349200774052081, -0.022980283152309156, -0.022467228085859416, -0.021973490691704733, -0.021479399925123755, -0.020995067794475374, -0.02052913624235175, -0.02006403281269848, -0.01960870362126904, -0.019163112675290472, -0.018727208291458904, -0.018293842915895725, -0.017877375136012084, -0.017463808660002092, -0.017060093631218617, -0.01666609083248747, -0.016281654378527775, -0.01590106492759472, -0.015530173743301179, -0.01516366290501352, -0.014806884006881162, -0.014459621109177244, -0.014117124410266644, -0.013784079476466421, -0.013456077842848118, -0.013137398289321742, -0.01282395247366502, -0.012519645303422531, -0.01222068810629799, -0.01192726291039538, -0.011642761687592294, -0.011363801979588998, -0.011090502282207383, -0.010822958149622936, -0.010563968418541188, -0.010308021184348988, -0.01006049478952676, -0.009818696785871063, -0.00958035792925983, -0.009350150317353076, -0.009125673823453894, -0.008904906079542942, -0.00869189816266993, -0.0084826892663847, -0.00827921458186862, -0.008081402930758095, -0.007887584738409375, -0.007699411656549816, -0.007516785846944941, -0.007338221032393687, -0.0071651232849422085, -0.006996116562203417, -0.006831258169797555, -0.006671734649356881, -0.006516319884528567, -0.006365033834260739, -0.006218874430935406, -0.006075809214342681, -0.0059377615402721965, -0.00580286831366415, -0.005672853154376749, -0.005546010443934699, -0.005423147677888687, -0.005304211801080854, -0.005189144438191536, -0.0050772522226209, -0.004969162023301434, -0.00486423102246742, -0.0047630076444551295, -0.004664897077378159, -0.004569893529932786, -0.0044779827785871714, -0.004390446693898623, -0.004305814370876858, -0.004221722735311574, -0.004142204523790065, -0.004063483734408815, -0.003989146403151625, -0.0039189054918292105, -0.003849565150570241, -0.003784135418747596, -0.0037197538898084723, -0.003659084865592697, -0.0035995710504173957, -0.003543563850046974, -0.00349082872090221, -0.003437301504327061, -0.0033888929655736056, -0.003339964247127296, -0.0032957150769673863, -0.0032511716660294883, -0.0032095038506904164, -0.003170510185777349, -0.003132789331036147, -0.003096410428175044, -0.003062485717049258, -0.003029856507795822, -0.0029985669338895788, -0.0029694987869732384, -0.0029417030747585266, -0.0029159331532559, -0.0028906914817240425, -0.002868017390552512, -0.002845897932576313, -0.0028250102553548525, -0.0028058340203344473, -0.002787795043040038, -0.002771290835356056, -0.0027554654367856852, -0.0027410800530775262, -0.0027277174494226633, -0.0027153609308825555, -0.002703990669520142, -0.002693584090395327, -0.0026843101992690657, -0.0026757310814972774, -0.002668186495920272, -0.002661326361716701, -0.002655402460109444, -0.002650236601402482, -0.0026457205238508315, -0.002641997179779152, -0.0026389415099592013, -0.0026364843636689796, -0.002634656547190397, -0.0026334410382791718, -0.00263276197537217, -0.002632613673247642, -0.0026329639404662317, -0.0026337982115011297, -0.0026350581806339974, -0.0026367529623834776, -0.002638834461684885, -0.002641311827239283, -0.0026440816314522502, -0.0026471974507614538, -0.0026506417205720513, -0.002654342596957888, -0.002658272878204038, -0.0026624634362678833, -0.0026668358584635513, -0.0026714251553484254, -0.0026761505573126105, -0.0026810501718904545, -0.0026861034983477064, -0.002691228831247079, -0.0026964668556095812, -0.0027017975288592647, -0.002707141225112588, -0.002712539597029528, -0.0027179737919759885, -0.002723425315624246, -0.002728876108953272, -0.0027343086151254276, -0.0027396531422951387, -0.0027450002761005036, -0.0027502800786248934, -0.002755477475341092, -0.002760578096001708, -0.0027655682925283686, -0.0027704351508451696, -0.002775206658780579, -0.0027798272612331613, -0.002784286204895574, -0.0027886076212680208, -0.0027927440677321504, -0.002796717050400321, -0.0028004846797051236, -0.002804065833606842, -0.0028074242142856498, -0.002810576075960087, -0.0028135104812653227, -0.0028162172628750947, -0.0028186870288090856, -0.0028208973036766187, -0.0028228698929086016, -0.0028245818891187375, -0.0028260187890605656, -0.0028271931528419873, -0.0028280945941774552, -0.0028287080842031775, -0.0028290374982791544, -0.0028290755503805514, -0.002828817870973699, -0.0028282620100625604, -0.00282740176503048, -0.002826232360452099, -0.002824749808783095, -0.0028229312929112737, -0.002820833109834808, -0.0028184695652473148, -0.0028157171409402522, -0.002812552273711399, -0.002809277448663948, -0.002805422445218375, -0.0028014875514118425, -0.0027971302817779878, -0.0027923340607975793, -0.0027872987751554838, -0.002781815678066255, -0.0027761054746655287, -0.002770183172688237, -0.002763814126985404, -0.0027569893757255185, -0.002749965300907926, -0.002742486130185802, -0.0027348234823814065, -0.0027267088768760757, -0.0027184273830330383, -0.002709699284372637, -0.002700821388573003, -0.002691504154617959, -0.0026817476125080997, -0.0026715529553712914, -0.0026612368656326072, -0.002650812290532237, -0.002639650724938308, -0.0026283938179144837, -0.0026170537610718646, -0.0026049877395173723, -0.002592853597389212, -0.002580332409598477, -0.002567431076918102, -0.0025544894403976177, -0.0025408518046158707, -0.0025271916393410842, -0.0025135187877799187, -0.002499175130695733, -0.002484503500884025, -0.002469846623817761, -0.002454548297472635, -0.0024392837293801812, -0.0024237302183849683, -0.0024078981699131954, -0.0023917981836054786, -0.002375441015387787, -0.0023588375413070876, -0.002341998723223281, -0.0023246146301485328, -0.0023073402706918597, -0.002289863777261467, -0.0022721961433987054, -0.0022540364267829727, -0.002235712468450699, -0.0022175419495675717, -0.0021989197381798884, -0.002179864848082551, -0.0021609928322585416, -0.0021417150973960042, -0.0021223430415543308, -0.002102886791975212, -0.00208307064399904, -0.002063196364466789, -0.0020429945385250585, -0.0020227600834887742, -0.0020025020275768876, -0.0019819605470604703, -0.001961419635090084, -0.0019406260259243106, -0.001919598362461098, -0.001898609263657738, -0.0018774154999416984, -0.00185628181009877, -0.001834971681594776, -0.0018135024722126989, -0.001791891251492229, -0.0017703866398683951, -0.0017485375348501029, -0.0017268199620832298, -0.0017050177089587453, -0.0016831460466293668, -0.0016612198476052586, -0.001639044241917877, -0.0016170556628097188, -0.001595054638578409, -0.0015728561921896844, -0.0015506785828631978, -0.0015285340151530724, -0.0015064342354604162, -0.0014842071144374371, -0.001462054130324589, -0.0014399855602386718, -0.001417838609782956, -0.0013956332766275612, -0.0013735544386119017, -0.0013516103297119084, -0.0013294916038316246, -0.0013075364169285281, -0.0012855997102361465, -0.001263697795268761, -0.0012418463323235378, -0.001220060329066085, -0.0011984925649052628, -0.0011768766681062622, -0.0011553673976927277, -0.0011339771806151873, -0.001112592065611737, -0.001091355114026867, -0.0010702767523527975, -0.001049250160228973, -0.0010284070968882208, -0.001007645286214267, -0.0009869812536175307, -0.000966430704347642, -0.0009463154249824016, -0.0009261270315626216, -0.0009055080402753737, -0.0008864028288106813, -0.0008659650100231947, -0.0008470009395527705, -0.000826818862667164, -0.0008080686771813657, -0.0007890243641024322, -0.0007697377526950174, -0.000751795137615327, -0.0007328694348457928, -0.0007145220777410927, -0.00069673074024785, -0.0006787947633052069, -0.0006614145165014071, -0.0006439308829874792, -0.0006263836121764845, -0.0006094068723127293, -0.0005924007108406694, -0.0005759575735551382, -0.0005600544422364694, -0.000543627012139628, -0.0005277664152856378, -0.0005124487140062018, -0.0004967139018390565, -0.00048199440622076093, -0.00046691066580775063, -0.0004523746430420656, -0.00043795792472294865, -0.0004236822819760427, -0.0004099422348454376, -0.0003963533963631482, -0.00038293395539443486, -0.0003700333899195356, -0.00035730796025363877, -0.0003447726033612211, -0.0003324409546641058, -0.0003203253748832057, -0.0003087077225475738, -0.0002970449068051766, -0.00028587652796135997, -0.0002749404094561643, -0.00026424404139284056, -0.00025379387974236017, -0.00024359538855146654, -0.00023365308364641874, -0.00022415980702830113, -0.00021473105722762928, -0.0002055671090087765, -0.0001966691361230107, -0.00018803759199101266, -0.0001796722553957962, -0.00017157227559555426, -0.0001637362166716062, -0.00015616210095028044, -0.00014872673389851893, -0.00014167482186095237, -0.0001347673585613726, -0.00012801795076376876, -0.00012163249697242779, -0.0001154057915839819, -0.00010943435829008163, -0.00010371194076433764, -9.815503611311044e-05, -9.284307113715487e-05, -8.776877396259031e-05, -8.28604976529806e-05, -7.812250059380544e-05, -7.361466363743798e-05, -6.932855704371237e-05, -6.520596819003319e-05, -6.124818397627645e-05, -5.7499328129958303e-05, -5.39096720371854e-05, -5.0478636522944894e-05, -4.7204991092961176e-05, -4.411998103990967e-05, -4.118356704638771e-05, -3.839329723972548e-05, -3.577285620764269e-05, -3.326389764588646e-05, -3.0914274504287135e-05, -2.867271544643447e-05, -2.6559746418691386e-05, -2.458906835752603e-05, -2.2718741588146867e-05, -2.096370018424763e-05, -1.9319266065312752e-05, -1.7767786425868092e-05, -1.6331437563095173e-05, -1.4980553066884825e-05, -1.3713211002396339e-05, -1.2545289045667112e-05, -1.1444625149728405e-05, -1.0433606956966998e-05, -9.484762656430533e-06, -8.609768185495204e-06, -7.798291224589947e-06, -7.052532468375132e-06, -6.3634356033337145e-06, -5.728113624525968e-06, -5.1436591515435395e-06, -4.607169297941025e-06, -4.11576773870588e-06, -3.66662404499512e-06, -3.2569703834940037e-06, -2.8819563877923616e-06, -2.5435334036262775e-06, -2.235069570261717e-06, -1.9547458567826343e-06, -1.702082822855779e-06, -1.47480532029485e-06, -1.2697217142505687e-06, -1.0851925206937191e-06, -9.204340263963025e-07, -7.729047966697747e-07, -6.38700165064527e-07], 'MSE': 23635.01241354167, 'R_2': 0.8285657368576022, 'U_norm': [-149.7963895356648, -5.241378081446685, -0.00949285500121686, -0.026818624230165955, -0.04119378658083943, -0.047876555466914154, -0.06116699156736045, 30.68159648303676, 83.015447759872, 49.70767190104748, -0.08206488927805543, -0.08103799282626045, -0.0780079797842017, -0.07304801464549, -0.06599810617347698, -0.05848817773494771, -0.05063772856747169, -0.038619151860554334, -0.030978899622731544, -0.8714482724407683, -4.940486306957779, -0.9505943423772519, -0.008465061723316604, -0.0033104855184179914, -0.0006780626838928182, 0.0013845431642682644, 0.0031616675932450264, 0.004519284559249333, 0.005557458235842832, 0.0063517305308550915, 0.0069553777121480346, 0.007403616047255197, 0.00771853895319945, 0.00791387047573681, 0.007998849231176877, 0.007981254085986126, 0.007869121498818422, 0.007678934488237279, 0.007385238697163494, 0.007060546297082067, 0.006731491324518125, 0.006330568253894996, 0.005849876850918142, 0.005363867479373012, 0.0049055281862068496, 0.004443292408905623, 0.003996632473257896, 0.003586345116335874, 0.0031828545427455704, 0.0027961372187809376, 0.002437924527917226, 0.002116637557442972, 0.0018238747564454582, 0.0015591676333982735, 0.001321568939394704, 0.001109772821827452, 0.0009222176794980049, 0.0007571728915870885, 0.0006128110566143343, 0.000487267496098333, 0.00037868868523458903, 0.0002852710673793612, 0.00020529147729436592, 0.00013713018338325645, 7.928739342499152e-05, 3.0393958697570517e-05, -1.0783047145899533e-05, -4.533921944408105e-05, -7.42355275676359e-05, -9.830417036209464e-05, -0.00011825691697034089, -0.0001346952806939807, -0.0001481219046609697, -0.00015895258533326752, -0.00016752842525309452, -0.00017412768218437382, -0.00017897696381018494, -0.00018226150350113802, -0.00018413433408263232, -0.00018472425284660928, -0.00018414253863707552, -0.00018248843772791088, -0.00017985348141330852, -0.00017632473148143093, -0.0001719870732128788, -0.00016692468863174724, -0.0001612218466198293, -0.0001549631447027326, -0.0001482333292251837, -0.00014111681006733235, -0.00013369697194533134, -0.00012605536989769155, -0.00011827088159275473, -0.00011041887462498925, -0.00010257043305320852, -9.47916753921458e-05, -8.71431853709889e-05, -7.967956765676606e-05, -7.244913348695123e-05, -6.5493715300303e-05, -5.884860497481827e-05, -5.2542606860590066e-05, -4.65981944835421e-05, -4.103175822689441e-05, -3.58539305768892e-05, -3.106997483233537e-05, -2.6680223627741913e-05, -2.268055404780669e-05, -1.9062886558126216e-05, -1.581569648736524e-05, -1.2924527158767825e-05, -1.0372495943506912e-05, -8.140784518166525e-06, -6.209106965895436e-06, -4.556149665088959e-06, -3.159978511517282e-06, -1.9984099431113577e-06, -1.0493435585377413e-06, -2.9105460963712303e-07, 2.9755385353296903e-07, 7.367389782000169e-07, 1.0457452752478393e-06, 1.2426691596630098e-06, 1.3443587271802906e-06, 1.36634620268172e-06, 1.3228100554568648e-06, 1.2265637956737625e-06, 1.0890681321318401e-06, 9.204632155672343e-07, 7.296177422370377e-07, 5.241917134833132e-07, 3.1070991103977106e-07, 9.464319844270231e-08, -1.1950484937048723e-07, -3.281083252548798e-07, -5.283284241476735e-07, -7.180237179493757e-07, -8.956626819330103e-07, -1.0602399142918522e-06, -1.2111967020991613e-06, -1.348347088605925e-06, -1.4718096636426096e-06, -1.581945654692895e-06, -1.6793033855151388e-06, -1.7645691637431419e-06, -1.8385246397260256e-06, -1.9020102692575648e-06, -1.9558946936355e-06, -2.001049675680255e-06, -2.0383301619511927e-06]}, 'iteration_26': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24370.10975979992, -1262.8781319102643, -1.3262645545438971, -5.367233290054418, -7.5023277387838325, -7.976048319463052, -9.605584831475563, 5684.8221163154385, 13591.428101289393, 7771.3160419751875, -11.346805619387156, -10.972076381368668, -10.366880859347733, -9.548696139862734, -8.507765381176196, -7.489227973537813, -6.375962066649709, -4.7589685632143945, -3.0931238734025506, -362.4408439772415, -797.9059217857134, -10.540467582533944, -1.000237759278255, -0.3882852301501835, -0.10916948676804056, 0.1106611572394572, 0.3157877466996825, 0.4812230098001051, 0.6193766026257902, 0.7383508712775911, 0.8425680428445635, 0.9336649491406743, 1.0114624084930697, 1.0748581707937166, 1.1225404730272703, 1.1535109755525967, 1.1673683595126856, 1.1656308272915326, 1.142902370532208, 1.1127624635753677, 1.0763865934370669, 1.0246090478190426, 0.956381022764691, 0.8850751904260586, 0.8155688010860177, 0.7423769508098907, 0.6709943251625134, 0.6036569944937916, 0.5366486006651208, 0.4718258075441808, 0.41195783742248177, 0.35736314416933174, 0.30733930298533074, 0.26190979906563727, 0.22099129886265526, 0.18441933622856402, 0.15197030516161378, 0.12337989970401107, 0.09835831412877284, 0.07660259244718581, 0.057806525521684075, 0.041668465088827385, 0.027897375782445794, 0.01621739403750603, 0.006371115532425392, -0.0018782054827531165, -0.008745389376913312, -0.014422860049487257, -0.0190808443994306, -0.022868124545054852, -0.025913230248086908, -0.028325964071740563, -0.03019915789397664, -0.031610567139708536, -0.0326248185461217, -0.033295338523266625, -0.03366620117358697, -0.033773848162424354, -0.03364864524267867, -0.03331625247971629, -0.03279879641543144, -0.03211584219782607, -0.03128517183731711, -0.030323381406499927, -0.02924631460520357, -0.028069353391907848, -0.026807587778814868, -0.02547588738109602, -0.02408889647967292, -0.022660972947196354, -0.02120608936451317, -0.019737712149424907, -0.018268672139108655, -0.016811037358425502, -0.015375996234760611, -0.01397375726720732, -0.012613469040964217, -0.011303162708327786, -0.010049717681005533, -0.008858850044099005, -0.007735122387140973, -0.006681973089690666, -0.005701762667316063, -0.00479583457277412, -0.003964587701109981, -0.0032075579056964473, -0.0025235059107882223, -0.0019105091846252711, -0.0013660555586702432, -0.0008871366236767104, -0.00047033919862261197, -0.0001119334518392766, 0.00019204352079130164, 0.00044570959463813173, 0.0006532657081690243, 0.0008189306899988467, 0.0009468831173492364, 0.0010412104120806293, 0.0011058651675686262, 0.0011446285956162733, 0.0011610809011679277, 0.0011585782365428324, 0.0011402358530346953, 0.0011089170026768256, 0.0010672270522997381, 0.0010175123162186805, 0.000961863010314206, 0.0009021197998078296, 0.000839883347929171, 0.0007765263534558859, 0.0007132075138016212, 0.0006508869500861438, 0.0005903426229719091, 0.0005321873106638657, 0.0004768858012982551, 0.00042477195281652745, 0.0003760653362619697, 0.0003308872477360445, 0.00028927587668532316, 0.00025120048804238253, 0.00021657451420498074, 0.0001852674730896389, 0.0001571156638466105, 0.00013193164242378705, 0.00010951246903609773, 8.964676786880324e-05, 7.21206561977129e-05, 5.6722573500492305e-05, 4.3247146393647565e-05, 3.149812597977917e-05], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [160.24533660677199, 8447.231949385874, 3226.248468391727, 879.7482165795182, 17.55480087536791, -258.96864839299246, -317.61958105510035, -300.10541739116894, -259.9941518716563, -216.82264276070677, -177.18313302757792, -142.79244232159022, -113.82889056733302, -89.56766762647753, -69.57288768993271, -53.06872252066925, -39.53254089279277, -28.569936103746198, -19.673031408790504, -12.49878487918203, -6.75267372066524, -2.2106770572708028, 1.3997318640032899, 4.206810687589251, 6.395586832633966, 8.069473196022104, 9.330926584229186, 10.263944457100658, 10.940251875313564, 11.409833101335458, 11.719471674641554, 11.902872779974789, 11.98960001630945, 12.001824123550644, 11.957589793069724, 11.870666068425724, 11.751904885602087, 11.609791500257272, 11.450908659910125, 11.279505222425382, 11.101073479852902, 10.91691935522729, 10.730089555495782, 10.541427224875417, 10.35299957969839, 10.16492667391324, 9.977916201429748, 9.79249276043561, 9.60975259652776, 9.428530917677543, 9.249762291877598, 9.07358836043266, 8.899484097552824, 8.728178316438452, 8.55970901775642, 8.392973271789492, 8.227008221526637, 8.067260852635398, 7.907825122897683, 7.7538231108591935, 7.595543003698365, 7.4473400227802795, 7.295269885668718, 7.148466835444187, 7.002555753624112, 6.861651952036481, 6.721671658309209, 6.5827585151044286, 6.445043253582039, 6.308644277028078, 6.176984098922697, 6.0466100234774665, 5.917617597344533, 5.79307635497637, 5.666989560393777, 5.5452963135392865, 5.425080935388782, 5.3064037281743115, 5.1893174809382, 5.073867936527757, 4.960094246965289, 4.85027671018381, 4.739868875508147, 4.631221843951963, 4.524352600679227, 4.42122154457316, 4.317872190979728, 4.216328151841228, 4.116590232080274, 4.018656011873609, 3.920892611710373, 3.8266043875219173, 3.7325799167702858, 3.641887877756328, 3.5501278130314455, 3.461657689198243, 3.3749942393128842, 3.2888502593882025, 3.2033358989418126, 3.120897108373699, 3.039108742381612, 2.9580605570186957, 2.8788841281419555, 2.801537856102039, 2.7250046728933226, 2.6502900830136755, 2.5764434442657755, 2.5035198870976814, 2.4324091564972723, 2.362251492812873, 2.2930874982170675, 2.2257039450850846, 2.1593242433564206, 2.0939770785148455, 2.0296867978961592, 1.9671198930065859, 1.9049763167246685, 1.8445392194990315, 1.7845980137041277, 1.726336584373901, 1.6686282081240542, 1.6125648875092096, 1.5570983833206407, 1.5027598235795299, 1.4495442775477614, 1.3970046076875433, 1.345606538532636, 1.2953385032255293, 1.2457959205900668, 1.1973868257202034, 1.1500947805434125, 1.1032059404391672, 1.057787699534082, 1.0128141707784541, 0.9689587151332186, 0.925900625260354, 0.8836511717527461, 0.8422190024041861, 0.8016103407778092, 0.7620823711868109, 0.7231206150823521, 0.6849887343022089, 0.6476850665817548, 0.6109910899474565, 0.5751346933649715, 0.5401089661431927, 0.5059059009470438, 0.4723337889601971, 0.4394049182893757, 0.4071291346321929, 0.3756752873446786, 0.3448743598643823, 0.31473065309885, 0.28524667240199203, 0.25696882243903657, 0.22891353043465437, 0.20075429947109982, 0.17378344194257858, 0.14793297280874096, 0.12203710797388857, 0.09723032718159863, 0.07243941431760392, 0.04773514174492696, 0.02503173698026747, 0.0023765469774304103, -0.02017031874526577, -0.041742500940623026, -0.06317277270803591, -0.08441237904767118, -0.10399951631635893, -0.12411726071021124, -0.1433373674017957, -0.16171242413984876, -0.17988360889457716, -0.1978180714243471, -0.21548623579840195, -0.23234725913566695, -0.24844886674790717, -0.26430495732789633, -0.2798932201344224, -0.2951938958594914, -0.30978286435969804, -0.32409053704192675, -0.33810205032381396, -0.3518045982559982, -0.3648524278009374, -0.37760397054408856, -0.3900500435334347, -0.4018943582284478, -0.4137226435382895, -0.4249657141206629, -0.4359072848474257, -0.44654358458495713, -0.45687197887744796, -0.46667863268855564, -0.4763984139964919, -0.4856169306869357, -0.49472717621569345, -0.5033581055753992, -0.5118641163772728, -0.519913742932616, -0.5278258996850768, -0.5353051649006424, -0.5426379063498877, -0.5496837093991976, -0.5563323761125851, -0.562826433784489, -0.5690491793638311, -0.5751025968972175, -0.5807943108500522, -0.5863175458892224, -0.5915829267080932, -0.5965973371853674, -0.6014375431145278, -0.6060314168359944, -0.6103864410096332, -0.6145668405832111, -0.6185151967632777, -0.6222392489966252, -0.6257921890193445, -0.6291290573497935, -0.6322966245628893, -0.6352932626259434, -0.6380850254372806, -0.6407102059098149, -0.6431410616574019, -0.6454106618396742, -0.6475195680102326, -0.6494688009387217, -0.6512413710287965, -0.6528615372613245, -0.6543456410492383, -0.6556522446505153, -0.6568273089217845, -0.657858945902169, -0.6587499940555817, -0.6595034674697496, -0.6601225285416754, -0.6606104627328148, -0.6609733061550884, -0.6612080999871136, -0.6613226774120629, -0.6613176198968969, -0.6611968394610713, -0.6609622337408186, -0.6606151140511803, -0.6601649331387185, -0.6596039384834949, -0.6589425430370446, -0.6581788501191351, -0.6573215680078258, -0.6563606134024305, -0.6553119443490178, -0.6541715775385094, -0.6529421272800032, -0.6516262897621036, -0.6502268253383032, -0.6487465422580235, -0.6471882817972271, -0.6455549047343738, -0.6438390082672999, -0.6420532958414876, -0.6401900083121628, -0.6382623796517759, -0.6362623302632435, -0.634203478307495, -0.6320662164325439, -0.6298868138193788, -0.6276112820586635, -0.6253219469944984, -0.6229068346560147, -0.6204834274807748, -0.6180547048688216, -0.6155075121669361, -0.6129600975370723, -0.6102992484557628, -0.6076431833151416, -0.6048790288007678, -0.6021245023320854, -0.5993814458240374, -0.596538019125594, -0.5935975891217841, -0.5906757175282906, -0.5876624953573331, -0.5846719092046356, -0.5815955673870028, -0.5785456234002524, -0.5754154058088776, -0.572315021893634, -0.5691396906383556, -0.5658931255362505, -0.5626820758233316, -0.5594049220818583, -0.5561659518254479, -0.5528657609836134, -0.5495079409067889, -0.5461929309631207, -0.5427292668434174, -0.5394071270996773, -0.5359432226790788, -0.532528140745676, -0.5290708989102775, -0.52557473133196, -0.5220428143924521, -0.5185645374836382, -0.5150539573897481, -0.5115140223913435, -0.5079476077419043, -0.5043575111919776, -0.5008260389651915, -0.4971952986310713, -0.4936257060187608, -0.49004014255513917, -0.4864409953814514, -0.4827575424932113, -0.4791393348662161, -0.4755141804318067, -0.4718841205008403, -0.46825111021971083, -0.46455035114263477, -0.46091819393758154, -0.4572242266625035, -0.4535996725106184, -0.44991885535557463, -0.44624738823293353, -0.4425866037912592, -0.4389377587462971, -0.43524489893200585, -0.43156852031845794, -0.4279096089946927, -0.42421529936913105, -0.4205423917439337, -0.4168916198263889, -0.41326365914237, -0.40956005102527604, -0.40593301295317363, -0.40228492281334766, -0.39861915035034456, -0.39498444540827105, -0.3913364409484124, -0.3877217356931541, -0.38409770408426563, -0.38050887116231047, -0.3768734324672238, -0.3732765466351082, -0.36967886727333166, -0.3661209355877743, -0.3625275890261698, -0.3589765681643808, -0.3553958464718218, -0.35185962824993006, -0.34829892322847317, -0.3447845253537934, -0.34128303404287236, -0.33776399568859194, -0.3342621512233953, -0.3307787358090004, -0.3273148974950774, -0.3238426143831851, -0.3204217129085532, -0.31696782002751167, -0.31353985944038043, -0.31013850822252903, -0.3067385326476301, -0.30336754291149914, -0.3000013485229651, -0.2966420941402502, -0.29331527483889963, -0.2899752671394097, -0.2866702623720111, -0.28337847831286045, -0.2801014988550623, -0.27684080109567333, -0.2735977593990202, -0.2703538710410087, -0.26715035751048677, -0.2639492168105344, -0.2607711986312897, -0.2575992919435196, -0.25445309477009814, -0.25131629178659654, -0.24820738549072344, -0.24509455741093739, -0.24202802953180597, -0.23893010944086426, -0.23589567570285402, -0.23293722713197706, -0.22990926237814852, -0.22681965182085512, -0.22394597767122806, -0.2210112592268033, -0.21802262476155573, -0.21511181707827207, -0.2121538975174712, -0.2092736728686806, -0.20646786006287798, -0.20362093530633021, -0.20084811176142645, -0.19803965693242795, -0.1952009638948849, -0.19243811375059314, -0.18974786543463104, -0.1870314043664442, -0.18429337082772498, -0.1816288034750639, -0.1789463229414632, -0.17625002131697606, -0.17362720524724937, -0.1710746937777311, -0.1684314045882215, -0.1659378580375229, -0.1633603184299035, -0.16085360263221496, -0.15834389667197937, -0.15583406683563866, -0.15339363905191777, -0.15095456409954278, -0.14851931852573352, -0.14609022474516647, -0.143729128216648, -0.14137499903202466, -0.13902982782830045, -0.1366954700174282, -0.13442688633115654, -0.13211767029478622, -0.12987434385175495, -0.12764513370949138, -0.12543139114824603, -0.12323436006896146, -0.12105518151263257, -0.11889489822392488, -0.1167544592246487, -0.11463472436701518, -0.11253646884063082, -0.11046038761092297, -0.10840709977011713, -0.10637715278501719, -0.10437102662867884, -0.1023548919626692, -0.10039860558520323, -0.09843494276447723, -0.09649830979527059, -0.09458882101684708, -0.09270654796479186, -0.09085152253258477, -0.08899604909444833, -0.08716944186356182, -0.08534552048112828, -0.0835517214610327, -0.081787770583952, -0.0800296606553653, -0.07830224523237994, -0.07660513013319556, -0.07489472943969458, -0.07323738715929727, -0.07156980587817868, -0.06995417658169853, -0.06833098667490513, -0.06674009657285397, -0.06516299586643857, -0.06360070853152994, -0.06207088994063082, -0.06055659016945384, -0.05905861064336836, -0.05757767224372801, -0.056114419426294915, -0.0546694243033436, -0.05325694724958479, -0.05184946765625801, -0.050461581288079774, -0.049093610011349334, -0.04774582251336934, -0.04640678357114883, -0.04510035650160104, -0.043803723462200385, -0.04251805734211711, -0.041264794835788286, -0.04002317947145671, -0.038794152180435096, -0.03758775871390658, -0.036394952809339305, -0.03522503266388821, -0.034069473808515334, -0.032928872093581044, -0.03181148789299004, -0.030702052885231514, -0.029616186288113137, -0.028546525507947656, -0.027493386568537607, -0.026450550634133534, -0.02543143092123934, -0.024423445908453613, -0.02343319137397821, -0.0224607413452131, -0.021500716452754722, -0.020558928306660677, -0.019630297041453776, -0.018720153737791873, -0.017823705697781526, -0.016941328433178533, -0.016073344412090823, -0.015211652561483326, -0.014389668845494613, -0.013558248718920226, -0.012757596354133581, -0.011950098213344916, -0.011172943495978272, -0.01042455736611956, -0.009671321273987413, -0.008946361470049456, -0.008218454580462019, -0.007489611461841803, -0.006816655900213514, -0.0061156055168416846, -0.0054421220228364, -0.00479473659703204, -0.004148610061663709, -0.003527728739979965, -0.0029090993275800374, -0.002294026271226871, -0.0017036485065878427, -0.0011366438807330357, -0.0005549915227002127, -1.4876486576412757e-05, 0.000537896417119433, 0.0010678669055990012, 0.0015918234231540227, 0.0020941029752369962, 0.0025901668799297216, 0.003079337434770486, 0.003547907227977026, 0.004022092892940971, 0.00446373673077836, 0.00490998147308295, 0.005336880701003848, 0.005756017228923497, 0.0061670229894678075, 0.006569577193242889, 0.006963403798096463, 0.007339521307943607, 0.00770728297941126, 0.008066489058576288, 0.008416975125166898, 0.008758609806483924, 0.009091292530033488, 0.009414951328161093, 0.009723274021218265, 0.010029077175614872, 0.010320103384769878, 0.010608007134100187, 0.010886861360378305, 0.011151852450588614, 0.011413045604621872, 0.011665398183227576, 0.011909010392835578, 0.012143993462971611, 0.012374202178906467, 0.012592099440788042, 0.012805105312331288, 0.013009655218835913, 0.013205922524776302, 0.013394083887132834, 0.013576968914078889, 0.013751800751230486, 0.0139211294615673, 0.014082529835356383, 0.014236224660642855, 0.01438437240482976, 0.014525005744064373, 0.0146600524847768, 0.014787819827513086, 0.014910021997667557, 0.015025213800394349, 0.01513491220580323, 0.015239074042404883, 0.015336586644317723, 0.015428705480419365, 0.015515430681070738, 0.015596778091202143, 0.01567200552497393, 0.015742771300771306, 0.01580764843390947, 0.01586746490738654, 0.015922799084636088, 0.015972642520361367, 0.016017649814740176, 0.01605826045291452, 0.01609381904040538, 0.01612508354333433, 0.01615181468804842, 0.01617412721898634, 0.01619227184849528, 0.016206161469139193, 0.01621592316932604, 0.01622171456588214, 0.01622357250554818, 0.01622160087292538, 0.01621585104035495, 0.01620646467880558, 0.01619347565348518, 0.016176954223059353, 0.016157124767645793, 0.01613379266081441, 0.016107356734692317, 0.016077553953408107, 0.016044862332226184, 0.016008958162605235, 0.015970141565008967, 0.015928512463374473, 0.015884171794633868, 0.015836943102414763, 0.015787187582963328, 0.015734713731512237, 0.0156799054830877, 0.015622557647581402, 0.01556275547489874, 0.015500586796780956, 0.015437119778211165, 0.015371491767296871, 0.01530178831403323, 0.015231410161412705, 0.015157094821006977, 0.015082308268045354, 0.015007167038250079, 0.01492834401347041, 0.014849353305383065, 0.014766851517589935, 0.014684365241432932, 0.014598549342447014, 0.014512925822382654, 0.014427568651583726, 0.014335756813937178, 0.014247777331487329, 0.014153568387285624, 0.014063307171352669, 0.013967050772881798, 0.013871557293289516, 0.013776867763901225, 0.013679795579525148, 0.013580463371560226, 0.013482150595891532, 0.013381759267890201, 0.01327941307569148, 0.013178282320740193, 0.013075368986897894, 0.012973763190410487, 0.012867608423164149, 0.01276580915854518, 0.012659695762298005, 0.012552313219675393, 0.012446538146118053, 0.012339634793707694, 0.012234389238798785, 0.012125510765808381, 0.012018414605251902, 0.011910525060689871, 0.011801941004653505, 0.011692758694712679, 0.011583071606025373, 0.011475342354650274, 0.011364870363878898, 0.011256441296223746, 0.01114552237199499, 0.011036719462767025, 0.01092782285845765, 0.010816790634945377, 0.010707962340892932, 0.010599247631201077, 0.010488720289379515, 0.010378511303851179, 0.010270583029853873, 0.010161133481586562, 0.010052159738408787, 0.009943708099088915, 0.009834072866350652, 0.009726830873102287, 0.009618559133771302, 0.009511040099955813, 0.009402705814990265, 0.009296817985378913, 0.009190240155162009, 0.0090831010682223, 0.008976980810175162, 0.008871894608172462, 0.008766466583083022, 0.008662162832084047, 0.008557667197159878, 0.008454372546791529, 0.008351020585446095, 0.008247704049849034, 0.008145709927959979, 0.00804386256950173, 0.007942241878368584, 0.007842034834789374, 0.007742144432351585, 0.0076426386853813005, 0.007543581387190082, 0.007445032215064855, 0.007347046844474353, 0.007250628622244378, 0.007153897586995239, 0.007057875153420115, 0.0069626022641217575, 0.006868116515643989, 0.00677445229845245, 0.006681640937321669, 0.006588922296756906, 0.006497152998530669, 0.006406354410385171, 0.006315819405537628, 0.0062263301122494315, 0.006137212631519706, 0.006049202045295285, 0.005961656449770112, 0.005875266316270575, 0.0057894205107670675, 0.005704171230867168, 0.005619566632786792, 0.005535650984587073, 0.005453011468400362, 0.0053705760701987255, 0.005288941073120355, 0.005208637631684152, 0.0051286767329578415, 0.00504912619922262, 0.004970965688822804, 0.004893282724989523, 0.004816564784217995, 0.004740405657820717, 0.004665260044222198, 0.004590740962651691, 0.004516889454950836, 0.0044437428833465865, 0.004370614927937172, 0.004299696599291045, 0.004230887405748595, 0.004160804517131996, 0.004089655177240718, 0.004023807560195536, 0.003953897722346305, 0.003889089098720402, 0.0038233896682519797, 0.003756969475574318, 0.0036926280471422765, 0.003627711355971573, 0.003564841707046785, 0.003503922677154662, 0.0034425390241043805, 0.003380822069894987, 0.0033210724503418636, 0.0032610880450572293, 0.0032030215157426707, 0.0031448057938275203, 0.0030884547907398946, 0.003032028565238737, 0.0029774111032483093, 0.0029227819861321652, 0.00286822612162946, 0.0028138228007651227, 0.0027612129418529115, 0.0027103091761436155, 0.0026580936472420016, 0.0026076142907993723, 0.0025587860098356726, 0.002508874751722395, 0.0024606319567885586, 0.002412735914949751, 0.0023652324598516334, 0.0023193204834088235, 0.0022726843421611805, 0.002227635886111211, 0.0021840959836170242, 0.002139972274490611, 0.0020963729405084294, 0.0020542630115687067, 0.002011750977658569, 0.001970706611115344, 0.0019302091185106058, 0.0018902756157835683, 0.0018509209426253639, 0.0018121578000167033, 0.0017739968847508242, 0.0017364470203660805, 0.0016988310129371507, 0.0016625468882956126, 0.0016268894844012035, 0.0015918613741209304, 0.0015568712978680946, 0.0015225540555491369, 0.001489457243801482, 0.0014564553700342029, 0.0014236027294990772, 0.0013919360344466904, 0.001360442103946442, 0.0013296240373197512, 0.0012994724637302175, 0.0012695519190564944, 0.0012403089876976178, 0.0012113365753069003, 0.0011830463615573232, 0.0011554243091428413, 0.0011281035837865736, 0.00110144901995028, 0.0010751181111411292, 0.0010491321255646309, 0.001023812833589258, 0.000998851059369832, 0.0009745429423080909, 0.0009506003116264101, 0.0009270359607854016, 0.0009038608967419697, 0.0008813246534354298, 0.0008589453109298248, 0.0008372010335841617, 0.0008158574873316555, 0.0007949192559733116, 0.000774389731227924, 0.0007540815957801983, 0.000734382737385489, 0.0007150962197392559, 0.0006960533783750593, 0.0006774343483601745, 0.0006592363793524706, 0.0006414561108495146, 0.0006239466505967763, 0.0006068579906377441, 0.0005901846211182843, 0.0005737942347631605, 0.000557695964438579, 0.0005420138851269711, 0.0005267401518896525, 0.0005116526155322357, 0.0004969748510020584, 0.00048259918373722406, 0.0004685285652605887, 0.00045476502018024483, 0.0004413097192401849, 0.00042824607930406605, 0.0004154042177395011, 0.00040286981051915796, 0.0003906412769245936, 0.0003786466351813616, 0.0003669591059901056, 0.00035557529256987697, 0.0003444301753050446, 0.0003335861933320554, 0.00032298257689693553, 0.00031262170205827237, 0.0003025051569788509, 0.00029278081924840325, 0.00028319518555785606, 0.00027358214063483334, 0.00026483201867231364, 0.0002556363177255702, 0.00024725376530327216, 0.00023848912312547882, 0.0002304886864050924, 0.00022250116768772818, 0.00021455228377998973, 0.00020728241228925237, 0.0001997432310072199, 0.00019255934110928827, 0.00018570920080304262, 0.00017891771033146662, 0.0001724449810694641, 0.0001660402002120958, 0.00015971837095473198, 0.00015370242342785417, 0.00014777405893546625, 0.00014213441879700424, 0.00013676573880327613, 0.00013130789810621957, 0.00012612244307043497, 0.00012119232485014619, 0.00011620707315575676, 0.00011161565025987289, 0.00010698255194085995, 0.00010258624052746113, 9.829215718388952e-05, 9.41047304132606e-05, 9.013492763021368e-05, 8.626701181686e-05, 8.250396020726172e-05, 7.893936403083354e-05, 7.547393302628813e-05, 7.210950889882402e-05, 6.884741975512877e-05, 6.56885188642362e-05, 6.27023134414963e-05, 5.974675870310606e-05, 5.69562523999483e-05, 5.426154368115321e-05, 5.166215787032637e-05, 4.915733633599491e-05, 4.674606565091152e-05, 4.442710532003172e-05, 4.224227134318237e-05, 4.0100874057964955e-05, 3.804709049454394e-05, 3.6079013797480144e-05, 3.419462595904766e-05, 3.2391816485871394e-05, 3.0668399620405016e-05, 2.9022130167067227e-05, 2.7450717978945008e-05, 2.5927259780992712e-05, 2.450012306550589e-05, 2.3119186890634943e-05, 2.1786285838752052e-05, 2.0540427596442114e-05, 1.933995683002548e-05, 1.8202280010239936e-05, 1.7124726074707987e-05, 1.6090421481856585e-05, 1.5113038856862624e-05, 1.4189926191560984e-05, 1.3307008745168616e-05, 1.2464236167431175e-05, 1.1671268090749836e-05, 1.0925501929154204e-05, 1.021590330868107e-05, 9.541963716643716e-06, 8.91035588023526e-06, 8.311891798903198e-06, 7.745811894276016e-06, 7.211265441106081e-06, 6.712642417038014e-06, 6.24279418386239e-06, 5.800765578778859e-06, 5.389705163145858e-06, 4.999946565229321e-06, 4.638441430970808e-06, 4.296833363009916e-06, 3.977855659320613e-06, 3.6831142652946996e-06, 3.40593986819126e-06, 3.1482090039245885e-06, 2.9088813573845727e-06, 2.6850822679886938e-06, 2.4796998563551495e-06, 2.2881990152075403e-06, 2.110075056066233e-06, 1.9473041569455067e-06, 1.7951796699132642e-06, 1.6565902707879605e-06, 1.5275746777927052e-06, 1.4095524252197637e-06, 1.3009605133276323e-06, 1.2019381126469405e-06, 1.111138941576689e-06, 1.0280576084685163e-06, 9.521978943809278e-07, 8.830757360913634e-07, 8.20221712101764e-07, 7.631830672284148e-07, 7.115253128614209e-07, 6.645639824749142e-07, 6.22474299423235e-07, 5.843682680669366e-07, 5.499684005572172e-07, 5.191656499736473e-07, 4.916355646677164e-07, 4.669506986980341e-07, 4.4487816389654483e-07, 4.252911270628961e-07, 4.078577925304883e-07, 3.920937267440169e-07], 'MSE': 23228.27000476759, 'R_2': 0.8315160033485559, 'U_norm': [-152.0799938365826, -7.880904124366354, -0.008276462735240868, -0.03349385020076653, -0.04681776026123385, -0.049773980963563155, -0.05994299149104727, 35.47574142802787, 84.81637227929401, 48.496363266909846, -0.07080896006089497, -0.06847048802404573, -0.06469380699281402, -0.05958798152370927, -0.05309212471692164, -0.04673601207718744, -0.039788752753091135, -0.029698016007954055, -0.01930242679410519, -2.261787159001996, -4.979277026790884, -0.06577706299996662, -0.00624191494275006, -0.0024230672733974905, -0.0006812646737526552, 0.0006905733407359064, 0.001970651714132875, 0.0030030390952585743, 0.0038651770894045814, 0.004607627830152758, 0.005257987921501864, 0.005826471899809478, 0.0063119615941698536, 0.006707578488594009, 0.007005136616204693, 0.007198405907134886, 0.007284881958659193, 0.007274039008336511, 0.00713220363714032, 0.006944117620728834, 0.006717116504978483, 0.0063940022926883226, 0.005968229994901462, 0.005523250852441473, 0.005089501010252689, 0.00463275230256969, 0.0041872939367481425, 0.003767079956014918, 0.00334891868300852, 0.002944396500898186, 0.002570794550933417, 0.002230100122583114, 0.001917929782197765, 0.0016344300875224993, 0.0013790810012850314, 0.0011508561838014853, 0.0009483602371970419, 0.00076994377832044, 0.0006137982944646055, 0.00047803320961858117, 0.00036073764671973904, 0.00026002919052674596, 0.0001740916548537538, 0.0001012035320964265, 3.975850828959763e-05, -1.1720812136517627e-05, -5.457500091909355e-05, -9.000486616806783e-05, -0.0001190726971385631, -0.0001427069584070145, -0.00016170973111150064, -0.00017676623059579246, -0.00018845576780954383, -0.00019726357013408964, -0.00020359293627795908, -0.000207777270078528, -0.0002100916129407819, -0.00021076337657091214, -0.0002099820563614047, -0.0002079077821853389, -0.00020467863320559342, -0.00020041670438262918, -0.0001952329631294478, -0.00018923097609564125, -0.00018250961480029997, -0.0001751648692973819, -0.00016729090777017834, -0.00015898052302946883, -0.00015032510170314518, -0.00014141424310798345, -0.00013233514217375687, -0.00012317183515456705, -0.00011400439200734245, -0.00010490812241121806, -9.595284697777697e-05, -8.720227114349434e-05, -7.871348602508356e-05, -7.053660947608686e-05, -6.2714571992115e-05, -5.528304440910516e-05, -4.827049925323229e-05, -4.169839349565204e-05, -3.558145777141558e-05, -2.992807580505316e-05, -2.4740736873658923e-05, -2.0016544502128755e-05, -1.5747765075408646e-05, -1.1922401166277352e-05, -8.524775759758647e-06, -5.536115084861582e-06, -2.9351194201686385e-06, -6.985130076806169e-07, 1.198434383191574e-06, 2.7814200704703476e-06, 4.076659721733302e-06, 5.110480646790302e-06, 5.908958969400154e-06, 6.497601964559545e-06, 6.901075519378736e-06, 7.142976026051685e-06, 7.245645507295487e-06, 7.23002780083003e-06, 7.115563418093962e-06, 6.9201202864733366e-06, 6.659957018482912e-06, 6.3497156272329506e-06, 6.002439961165862e-06, 5.6296165649998375e-06, 5.241234267529427e-06, 4.845859301065562e-06, 4.450722437125595e-06, 4.061815245522533e-06, 3.683992536264105e-06, 3.3210783095928344e-06, 2.975973043905889e-06, 2.650760156724916e-06, 2.3468098660439624e-06, 2.0648791118417416e-06, 1.8052062127330015e-06, 1.5675993686433737e-06, 1.3515183604049861e-06, 1.156148923550143e-06, 9.804694941849652e-07, 8.233103405942346e-07, 6.834050310069436e-07, 5.594344891891483e-07, 4.5006399471089287e-07, 3.5397331868318983e-07, 2.698808426314492e-07, 1.965618888089918e-07]}, 'iteration_27': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24367.993821740256, -1659.92689571773, -0.3362730305849454, -3.666764013137407, -6.282065429539233, -6.921271568659775, -8.83654336244059, 6436.258545685806, 13669.975201026893, 7367.972426782994, -11.302281438446501, -10.741681754730605, -9.725601696285462, -8.271578852740001, -6.418082504868165, -4.507715401661103, -2.4302959066206142, -0.06426514010076312, 1.8179432758346048, -495.2626515416731, -734.1036171890921, -27.48032682713011, 4.569414015372701, 4.261456245238881, 3.845501493720037, 3.3354143512143017, 2.836886673924896, 2.3698253729404453, 1.9742645319646086, 1.669231747252018, 1.4563004438107685, 1.3245676825111061, 1.2559045346272828, 1.2296143689557637, 1.2259908285074756, 1.2286226561583642, 1.2255072314964672, 1.2104252102480242, 1.173223311827432, 1.1275932315252903, 1.0721591543128905, 1.0004075041938398, 0.9127254560961293, 0.8250045488448958, 0.7425535597911517, 0.6603474589746359, 0.5854959394913501, 0.518738686170708, 0.4565956034463182, 0.40013722596257734, 0.3513982573409043, 0.3093588718509139, 0.27252453600125903, 0.2400938819310424, 0.2113010061109012, 0.18546236150753945, 0.16200312873481124, 0.14046698913204114, 0.12051343371847452, 0.1019065179425642, 0.08449848214124615, 0.06821103643894931, 0.05301645326073938, 0.03891998780962868, 0.025944596915935366, 0.014118470300456975, 0.0034655315824084114, -0.006001195115800193, -0.014283633171199094, -0.02140050095011098, -0.027387390713808496, -0.03229551531541882, -0.03618953234831913, -0.03914480946048002, -0.04124443701524957, -0.04257623312066661, -0.043229925418830924, -0.04329463814601662, -0.042856763743216425, -0.041998256851943895, -0.040795355533837195, -0.0393177094232934, -0.03762787689587871, -0.035781142302188415, -0.033825598476616994, -0.03180243852447775, -0.029746402683988295, -0.027686330520033064, -0.02564577452363913, -0.02364363800195569, -0.021694807280209776, -0.019810755052736776, -0.018000098355901925, -0.016269100346954838, -0.014622110154153461, -0.013061939027688419, -0.011590174437052755, -0.010207435979022886, -0.008913578844822195, -0.007707851468074671, -0.006589014548959801, -0.005555428612507082, -0.00460511700892951, -0.0037358105715454685, -0.002944979484697023, -0.0022298569936802766, -0.0015874587710949233, -0.0010146007799169369, -0.0005079178020872694, -6.38839487783386e-05, 0.0003211640570148659, 0.0006510006129768866, 0.0009294821523054158, 0.001160515762448913, 0.0013480261753210068, 0.0014959220219011426, 0.0016080622081265793, 0.0016882233068896385, 0.0017400687884702591, 0.0017671208173895615, 0.0017727352088817102, 0.0017600800037031491, 0.001732117983862626, 0.0016915932966770292, 0.001641022202980348, 0.0015826879011480064, 0.0015186391943673772, 0.0014506927448412212, 0.0013804385700097036, 0.0013092483498454764, 0.0012382861500998944, 0.0011685210950306165, 0.0011007415370443481, 0.0010355703029845443, 0.000973480624187136, 0.0009148123268944543, 0.000859788006149507, 0.0008085288345550525, 0.0007610698011865779, 0.0007173741295484467, 0.0006773467444639155, 0.000640846659025894, 0.0006076981595970672, 0.0005777008025752892, 0.0005506381410048973, 0.0005262852269852077, 0.000504414915921084, 0.0004848030222763315, 0.0004672323951306921, 0.000451496037682801], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [157.7446250130161, 8491.611113757615, 3214.6039158923204, 857.0548475023312, -1.4092486998775262, -272.1694774045395, -326.03080976200255, -304.9628659671438, -262.2597381358943, -217.19163731351517, -176.16461650926044, -140.77011966499063, -111.10377463405383, -86.37176383569073, -66.09221835832308, -49.446426348298345, -35.8796931766222, -24.970198871766083, -16.187818998440765, -9.17176677474038, -3.6131807157476965, 0.7247628926540556, 4.120688841691252, 6.712394896228527, 8.68717079804119, 10.153517037378784, 11.216432267530973, 11.961561128657483, 12.46059004726814, 12.765097322560571, 12.921071081485096, 12.962936996632248, 12.919116788011829, 12.811984547877266, 12.658350741438584, 12.471424008292699, 12.261457992475131, 12.036325537543105, 11.802000476850258, 11.561834480856044, 11.321394347279186, 11.080866247029103, 10.843087345186689, 10.608234033207012, 10.378164171577712, 10.152436485894423, 9.931431899292512, 9.715369978868353, 9.505165358199799, 9.299174865210551, 9.09820623506766, 8.902177964564133, 8.7102996444682, 8.523187972572302, 8.340706358777778, 8.161513046571349, 7.984464226863422, 7.815221788771153, 7.647396930525264, 7.486270833656904, 7.321621202397621, 7.168287182029773, 7.011749672937923, 6.86136524766371, 6.712574448732277, 6.569505384870629, 6.427948032676176, 6.28801274681759, 6.149797191813764, 6.01338722915122, 5.882157303293684, 5.752621322824968, 5.6248484207573535, 5.501841527831099, 5.37765472026348, 5.258116707762909, 5.140332172387904, 5.024341570054577, 4.910178648222924, 4.797870933274859, 4.6874401934487535, 4.581077172394561, 4.474363934244774, 4.369565747384502, 4.266685407568367, 4.167591857907451, 4.068471405056197, 3.9712584096064374, 3.8759423120540113, 3.782509966294208, 3.6893970641800484, 3.599740652873228, 3.5104770378792023, 3.4245102454308523, 3.3376629269153235, 3.2540538864556847, 3.1722697025680415, 3.091089929797929, 3.010615081200057, 2.933138829546506, 2.856374028001929, 2.780401372567031, 2.70627589057821, 2.6339511854401496, 2.5624707098485393, 2.4927682064401315, 2.4239514137165883, 2.3560677603553697, 2.2899401982361276, 2.224763956008168, 2.1605727043530782, 2.09809156361806, 2.03659544104708, 1.9761069101629085, 1.916644483255279, 1.858819901062095, 1.8014276899418733, 1.745649035822498, 1.6903627714032476, 1.6366570815196204, 1.583489589305031, 1.531862760023234, 1.4808077300523805, 1.4308102129924867, 1.3818622892073353, 1.3335495847174557, 1.2862973297269253, 1.2400918192212553, 1.1945583021603468, 1.1500690293129487, 1.1066062173007754, 1.0635112346691775, 1.0217626698458782, 0.9804151723517897, 0.9400855040423733, 0.9004766424438864, 0.8615968475040253, 0.8234520788242702, 0.7860461852932527, 0.7496145209300642, 0.7136812852125434, 0.6784879208984927, 0.6440315396596437, 0.6101088205685608, 0.5769290944457318, 0.5444850419351666, 0.512768466909429, 0.48160066162982307, 0.45099192846679165, 0.4209504561713323, 0.3916329094370085, 0.36288140403185504, 0.33469941676388126, 0.30708890024475155, 0.2805626275072574, 0.25419816305779164, 0.22768561481538674, 0.20224124987860845, 0.17780409237722136, 0.15327188546753995, 0.12971924770065074, 0.10612733611230334, 0.08256031564094933, 0.06084814913716973, 0.039127399147558466, 0.017452922329715573, -0.003341656596210858, -0.024058080627346667, -0.04465136961208875, -0.06369969216069638, -0.08332459386206918, -0.10213455332856053, -0.12017622061509532, -0.1380774402947084, -0.155807061899686, -0.17333677209226198, -0.19012771853258587, -0.20622224051153468, -0.22213174183264126, -0.23783426399279817, -0.25331006934800765, -0.26812748526271346, -0.2827208480315711, -0.2970747298631242, -0.31117550981185377, -0.3246642493469886, -0.33790827516924204, -0.3508972085093787, -0.3633185574031538, -0.3757854316166813, -0.38769672753483125, -0.39934940865760504, -0.41073800783794184, -0.4218580967337476, -0.4324757458577487, -0.44305997029126437, -0.45315771607657057, -0.46319739280573546, -0.47276805956032897, -0.48226042123916874, -0.4913023349058598, -0.5002495701648488, -0.5087656516325344, -0.5171740416031518, -0.5253127374651804, -0.5330501469492306, -0.5406657466292419, -0.5480214330951892, -0.5552362762537955, -0.5620779902852124, -0.5687757051189596, -0.575219342261996, -0.5814141032700054, -0.5874528930816687, -0.593243709603385, -0.5987925297986543, -0.6041789782607788, -0.6093267993790548, -0.6142424342537469, -0.6189936600685114, -0.6235178645275581, -0.6278758224172233, -0.6320638007643583, -0.6360314707268296, -0.6398302213108165, -0.6434168230603535, -0.6468368297176788, -0.6500890270568539, -0.6531727321435102, -0.65605730108246, -0.6587782414940629, -0.6613616855338299, -0.6637310219566809, -0.6659646868337386, -0.6680383054544556, -0.6699535736562077, -0.6717124457026742, -0.6733171063599339, -0.6747699446449833, -0.6760845033524222, -0.6772400944067166, -0.6782602012389041, -0.6791438165925731, -0.6798794270148322, -0.6804827955024452, -0.6809539349109319, -0.6812890455026244, -0.6814982822661818, -0.681579278398357, -0.6815352424897309, -0.681369184957856, -0.6810803023508017, -0.6806744299716058, -0.6801518815550188, -0.6795147846410236, -0.6787654313704081, -0.6779062573624904, -0.6769398218845255, -0.6758687893057562, -0.6746959118178408, -0.6734162218468651, -0.6720395629611959, -0.6705603591152977, -0.6689895358864845, -0.6673209563725373, -0.6655664376527914, -0.6637094716605806, -0.661782060102887, -0.6597364839130271, -0.6576472687580672, -0.6554121348833378, -0.6531397347098147, -0.650834863014257, -0.6483901391894874, -0.6459190709907054, -0.643311949461129, -0.640684722517229, -0.63792594159473, -0.6351532949299964, -0.6323702746835395, -0.6294636437865436, -0.6264358325103203, -0.623406161266817, -0.6202610454855699, -0.6171198291277903, -0.6138690763394434, -0.6106277003513004, -0.6072827762227007, -0.6039523893156626, -0.6005244454840453, -0.5970025912256124, -0.5935031242821975, -0.5899158191633866, -0.5863553316188935, -0.5827129086750871, -0.5789923840711635, -0.5753055791092024, -0.5714395316498729, -0.5677186695834763, -0.5638262859875233, -0.5599765816628909, -0.556067570406727, -0.5521030204873278, -0.5480866841870957, -0.5441207878702332, -0.5401079122176125, -0.5360516234175754, -0.5319554395948358, -0.5278228220056087, -0.5237490735489092, -0.5195523334363406, -0.5154182983248995, -0.5112582015937858, -0.5070751040172059, -0.5027869026918877, -0.49856802216539253, -0.4943348091204162, -0.49008996978930985, -0.48583611632975376, -0.4814975618063843, -0.47723449119915223, -0.4728941863230908, -0.46863116147620765, -0.46429794084321074, -0.4599719987551523, -0.4556552375377912, -0.45134946343356, -0.4469888998823791, -0.4426452361823704, -0.4383199520893152, -0.4339508149335552, -0.4296052607348857, -0.42528445181493174, -0.4209894687735108, -0.41660398317578995, -0.4123084862050825, -0.40798762422568613, -0.4036456240353709, -0.3993404661862095, -0.3950198330865324, -0.39073913981489233, -0.38644812553673946, -0.38219971833236666, -0.3778973006856371, -0.3736418704502803, -0.3693870642028985, -0.36518100372045353, -0.36093503165582475, -0.35674119692104106, -0.3525146174247832, -0.3483430556097317, -0.3441452919641568, -0.3400049429683734, -0.3358827645007144, -0.33174308561818205, -0.32762694719085805, -0.32353591923849473, -0.319471458116711, -0.31540082825758475, -0.3113942531155248, -0.3073530400861392, -0.3033462981545571, -0.29937487354722503, -0.295409398108228, -0.2914821591749452, -0.2875650484957151, -0.28366067623674024, -0.2797987274715034, -0.2759263323883516, -0.27209944625145704, -0.2682928669048031, -0.26450848663506293, -0.260748061003079, -0.25701321401688576, -0.25328271435255256, -0.2496039845390495, -0.24593339106812165, -0.2422947719234965, -0.23866868358526455, -0.23507755292911273, -0.23150276820496654, -0.2279654166077223, -0.22442932966509915, -0.2209515386741986, -0.21744398721352917, -0.21401410274591584, -0.21067570660696158, -0.20726468151850427, -0.20379036852097157, -0.2005645445334072, -0.19727591308622064, -0.19393288541534084, -0.1906828364453022, -0.18738625558631528, -0.18418222491104055, -0.18106670064514582, -0.1779113793264261, -0.17484392457329123, -0.17174289616052224, -0.16861452893506923, -0.16557565502621147, -0.16262230573067402, -0.15964592173312386, -0.15665180621480546, -0.15374378439503011, -0.15082201242368345, -0.14789111556999132, -0.14504586403257072, -0.14228239787517347, -0.1394264497776656, -0.13673775542270525, -0.1339641284361145, -0.13127226259626967, -0.12858272370786544, -0.1258986499383451, -0.12329421835746152, -0.12069662524983296, -0.11810854414616201, -0.11553246340061546, -0.11303377451412355, -0.11054769161672302, -0.10807631426719777, -0.10562158201660202, -0.10324108242051265, -0.10082312493957439, -0.09847921137697055, -0.096155026198696, -0.09385192661798535, -0.09157114605877578, -0.08931380000303542, -0.08708089184508441, -0.08487331871247684, -0.08269187721854562, -0.08053726911684564, -0.07841010683244883, -0.07631091884935386, -0.07424015493717515, -0.07219819120378784, -0.07015059306782687, -0.06816818455516854, -0.06618271152260367, -0.06422894122497293, -0.062306851312892986, -0.06041637562697072, -0.05855740787737279, -0.056702148205679766, -0.054879856590097593, -0.053064353454921075, -0.05128288331772794, -0.04953501687462557, -0.047796891004227474, -0.04609299905254766, -0.04442279230732493, -0.04274336450730287, -0.04111976991028353, -0.039489901772265947, -0.03791444998340004, -0.03633527863973673, -0.03479113024181146, -0.0332639293734238, -0.03175461822982733, -0.03028014076893311, -0.02882404532307221, -0.027387042568860705, -0.025969759158319918, -0.024572742510999307, -0.023196465524274002, -0.02185438628875586, -0.020520277406516584, -0.019207939850317376, -0.017917592862192896, -0.01664940279608786, -0.015392561712268826, -0.014169376602304749, -0.012958388576968904, -0.011760674189174137, -0.010596105112599492, -0.009445292923899711, -0.00830907921122302, -0.007196681488812998, -0.006099685241815899, -0.005026567610683656, -0.003969432461418504, -0.002928776763324514, -0.0019120562925323834, -0.0009053234463808421, 7.730481927435069e-05, 0.0010425784781222384, 0.0019902734950418364, 0.00292602462881026, 0.003837862474793309, 0.004737113866583225, 0.005617941323332508, 0.006480352306665118, 0.007329169969070505, 0.008159310517391773, 0.008975309375630776, 0.00977254143001617, 0.01055526677922204, 0.011323201412761618, 0.012076111748865602, 0.012821037922640935, 0.013529217500217421, 0.01424304694216495, 0.014928026144290568, 0.015616362061612946, 0.016276380666465112, 0.01690961540399448, 0.017544542639391897, 0.01815326912910118, 0.018762050113298873, 0.01936909307477175, 0.019927262819480825, 0.020506268080946605, 0.021060040639728956, 0.021589984725932543, 0.022116487521086553, 0.022620055703241923, 0.02311939597231979, 0.023613385885398703, 0.02408511298166469, 0.024535823967247558, 0.024995686509352934, 0.025420344755134796, 0.02585248514637557, 0.026264340338133737, 0.02666903813104144, 0.027054558488433827, 0.02743285000302473, 0.027803368618552496, 0.028155816773679638, 0.028509898802814952, 0.028837209744131436, 0.029165373682302164, 0.029476770044589883, 0.029779946717210837, 0.030074636962099135, 0.030360616345247202, 0.03063770023429449, 0.030899680270504597, 0.03115318359890925, 0.03139809042536396, 0.03163431179378992, 0.031861787392732474, 0.032080483413559346, 0.03229039047158397, 0.03248754420018588, 0.03268018444839566, 0.032860633637708435, 0.033036171102644354, 0.03320315103643631, 0.03335883845587595, 0.03350921178677624, 0.03365134916699558, 0.03378538195599107, 0.03391144976890613, 0.03403162052694508, 0.03414204757585707, 0.03424658714976733, 0.034343502851663606, 0.034432981583300756, 0.03451521165119045, 0.03459145947600507, 0.034660602680586426, 0.03472369516173716, 0.03477988409433548, 0.0348293904505249, 0.03487297334354875, 0.03491012328947453, 0.03494142911783824, 0.03496658350768742, 0.03498601964965812, 0.03499960912400156, 0.035007643391616924, 0.03501014904362154, 0.03500723260193694, 0.034999002102260104, 0.03498551633752705, 0.03496684585662666, 0.034943348302879096, 0.034914606516247296, 0.03488131166851142, 0.03484328493596734, 0.034800190011562857, 0.03475298395058122, 0.03470137783491628, 0.03464495352676919, 0.034584879885780906, 0.03452018417876736, 0.03445153638176239, 0.034379070435380736, 0.03430226568149589, 0.03422187564274112, 0.034138039427849126, 0.03405019055516051, 0.03395914338442052, 0.03386430724990777, 0.033765787197912546, 0.03366444316844552, 0.033559656195415316, 0.03345154090770945, 0.03334098555416533, 0.033226573850109235, 0.03310997153712189, 0.03298974616831111, 0.03286758082978085, 0.03274203245908001, 0.03261400669509482, 0.03248362644130771, 0.032351013543131725, 0.03221550610115893, 0.03207800997483814, 0.031937866693015335, 0.03179597656465946, 0.0316516853088337, 0.03150511883557029, 0.03135640278241914, 0.03120792656532898, 0.031057515301573784, 0.030900829629216326, 0.03074546931685382, 0.030584176944137315, 0.030424422121361958, 0.030266234889990685, 0.030102558354297523, 0.029940639517600322, 0.029773568643983235, 0.02960843405936766, 0.029438480867706087, 0.029270629483721815, 0.02910487289546754, 0.02892819582989698, 0.02876034231545523, 0.02858205563199302, 0.02841254483717828, 0.028233079218468828, 0.028056271391344728, 0.02788208165247311, 0.027704596320070968, 0.027524041343966566, 0.02734632673072301, 0.027165801211357473, 0.026982680120142835, 0.026802586348571328, 0.026620131888822045, 0.02644074946143913, 0.026254084805770576, 0.02607575223107377, 0.02589051901651102, 0.02570370939706699, 0.02552028416599728, 0.02533545686707401, 0.025154005143103057, 0.024966786962169422, 0.02478309390428809, 0.024598470498886818, 0.024413064935917078, 0.0242270199179337, 0.024040472589224114, 0.023857578186571814, 0.02367033440791571, 0.0234868315760123, 0.023299376404514703, 0.023115731821911446, 0.022932140188327416, 0.022745144187423374, 0.02256203193807814, 0.022379261463780293, 0.02219357877215829, 0.022008547776634867, 0.021827441270455127, 0.021643860980568867, 0.021461140749450883, 0.021279340818500626, 0.021095585818143307, 0.02091585455504737, 0.02073439455240921, 0.020554177992114387, 0.020372561599803576, 0.02019499973350667, 0.020016219784009127, 0.01983642231485143, 0.019658245348918565, 0.01948170328130931, 0.019304472002135364, 0.019129003979122053, 0.018953073376618126, 0.01877901413347719, 0.018604695320315598, 0.018430260155627477, 0.018257872045109494, 0.018085535034832553, 0.017913372495854875, 0.017743387692051287, 0.017573712681441544, 0.01740445272159505, 0.017235706607773998, 0.017067566862490228, 0.016900119935176598, 0.01673507662082459, 0.016569211574899448, 0.016404265232852433, 0.016240301875399224, 0.01607738078686124, 0.015915556475457403, 0.015754878891978682, 0.015594024182115881, 0.015434471229994298, 0.015276255069941583, 0.015118137649543914, 0.014961479690852488, 0.014805096994490822, 0.01465027561543907, 0.014495883256626376, 0.0143431351014786, 0.014190948815290946, 0.014039411425824691, 0.013888603817660515, 0.013738600965201065, 0.013590453575117479, 0.013442237382112435, 0.013295018401039521, 0.013149757753937624, 0.013004666127263084, 0.012859858606414351, 0.012717119712002383, 0.012574785090166428, 0.012433746414043713, 0.012293256278937206, 0.012154153532132962, 0.012015722731825468, 0.011878037812258593, 0.011741167022485288, 0.011603817995170433, 0.011470113868526775, 0.011339896031439803, 0.011206756412737058, 0.011071046574715618, 0.010944945595907274, 0.01081051897217417, 0.01068538337096521, 0.01055800351929446, 0.010428673298245483, 0.010302844268218321, 0.010175328254444197, 0.010051278568868536, 0.009930541047791272, 0.009808332115972028, 0.009684885337207884, 0.00956480808321778, 0.009443681903346348, 0.009325860692663987, 0.009207158640891106, 0.009091690424776056, 0.008975490532703984, 0.008862448129016253, 0.008748806105484775, 0.008634724292660045, 0.008520353687481923, 0.008409158038324866, 0.00830099375108484, 0.008189436610905362, 0.008080987554274714, 0.007975505669179277, 0.00786707635414044, 0.007761669255844489, 0.007656415433043446, 0.007551410729012434, 0.007449324848881697, 0.0073450066854943395, 0.007243625686271283, 0.007145047798057097, 0.007044535747824146, 0.006944593369866549, 0.006847456579348454, 0.006748766090744588, 0.0066528666385308535, 0.0065576325405062655, 0.006463109902624504, 0.006369340764916643, 0.006276363307993177, 0.006184212056868356, 0.006092918081083281, 0.006000828187609607, 0.005911376856470136, 0.005822855854183748, 0.005735284354148678, 0.005647181677429085, 0.005560145032175908, 0.005475594943172146, 0.005390672539708309, 0.005305504083484272, 0.0052227952485135315, 0.005139918959790956, 0.0050582039648462, 0.0049776455013347196, 0.004897087137346222, 0.004817739121323968, 0.004738506208163525, 0.0046605243168332195, 0.00458377833889515, 0.004507260694602438, 0.00443200536789947, 0.004357058703273269, 0.0042824839322991755, 0.004209219668997041, 0.004136387440873039, 0.004064867719111157, 0.0039938298982108425, 0.003923319496254606, 0.0038533782778689997, 0.003784778784057668, 0.003716064917999678, 0.003648716189804899, 0.003582028469714937, 0.0035160290627881405, 0.003450742511076643, 0.0033855796226339454, 0.0033218006814198066, 0.003258792642423707, 0.003196013614068706, 0.0031340675764421925, 0.00307296408119976, 0.0030127109513546878, 0.0029528230779883712, 0.0028938268849018544, 0.0028357242934916307, 0.0027780691118066514, 0.002720902768765857, 0.0026646823814256548, 0.002609402917693914, 0.002554272205687925, 0.0025001197068711526, 0.002446567324618414, 0.002393640223475552, 0.0023413610107686353, 0.002289749874417749, 0.0022391479259736566, 0.002188913974352779, 0.0021393957869286413, 0.00209060517954757, 0.0020422692369638086, 0.001994697960115726, 0.0019478972845805007, 0.0019016160720682115, 0.0018561302283395373, 0.00181120213639054, 0.0017668560007458821, 0.0017231135359469351, 0.0016806395218182388, 0.0016383457022132416, 0.0015954902035384725, 0.001556083273113773, 0.0015142445875828976, 0.0014757115574980672, 0.0014350044512364372, 0.0013974594951432504, 0.001359592077398179, 0.0013215129706756576, 0.0012863283572955722, 0.0012494644905183012, 0.0012139678061100594, 0.0011797704901759243, 0.0011455155584274856, 0.00111253084591882, 0.0010795551952402695, 0.0010466644670326845, 0.001015036692940809, 0.000983543202031164, 0.0009532707771955833, 0.0009241580243716753, 0.0008942550295824173, 0.0008655461433252968, 0.000837970255310494, 0.0008097962591107622, 0.0007835796012273482, 0.0007568531823816157, 0.0007312297047236561, 0.0007059443604916779, 0.0006810313791352159, 0.0006571700780683969, 0.0006336838925311869, 0.0006106000212357519, 0.00058851111910196, 0.0005668202975829494, 0.0005455487244437974, 0.0005247150399154312, 0.0005043354632225405, 0.0004848764134488342, 0.00046542350955988855, 0.0004468722424907992, 0.0004287798847484402, 0.0004111543441723781, 0.0003940017603325681, 0.0003773266106916804, 0.00036113181576909344, 0.00034572537194594585, 0.00033047902722573415, 0.0003157140986622388, 0.0003014282785612299, 0.00028761819525205287, 0.00027427950308404447, 0.0002614069689428718, 0.00024899455516468137, 0.0002370354987657403, 0.00022533268131346625, 0.00021426782476488963, 0.00020346252058839936, 0.00019293633910011964, 0.0001830071884803603, 0.00017335284577066102, 0.0001641206377012085, 0.00015529802431856504, 0.00014675403550587986, 0.0001386086395728989, 0.00013084813771710872, 0.0001233609367493236, 0.0001161519496053883, 0.00010931036315541727, 0.00010282121131868131, 9.65946035643467e-05, 9.063106741737987e-05, 8.49954565979362e-05, 7.961144341796379e-05, 7.447687260384793e-05, 6.958864571064123e-05, 6.499203640198837e-05, 6.062607230490834e-05, 5.648601529078681e-05, 5.26058356368477e-05, 4.889814041286408e-05, 4.5432709685968136e-05, 4.213301528296586e-05, 3.90285058274199e-05, 3.613841360290449e-05, 3.340046166981896e-05, 3.0835858026794924e-05, 2.8437080351493524e-05, 2.61777845821949e-05, 2.4089660514107472e-05, 2.2129010432798462e-05, 2.0292593669340628e-05, 1.8602921156133636e-05, 1.7013027133984097e-05, 1.5554850799139383e-05, 1.4188390096302088e-05, 1.2930133301497424e-05, 1.176489323840892e-05, 1.0695528090412205e-05, 9.70877227707418e-06, 8.800248788891332e-06, 7.965574479291573e-06, 7.200395107255777e-06, 6.500416119023862e-06, 5.861429319458238e-06, 5.279335619622375e-06, 4.747101329245077e-06, 4.267361446287956e-06, 3.830591938560804e-06, 3.434114527059068e-06, 3.0771534683846666e-06, 2.756402882526437e-06, 2.4672790704341397e-06, 2.2074015701782765e-06, 1.9756023026272943e-06, 1.7682480249186822e-06, 1.5798058952379597e-06], 'MSE': 22835.68861670222, 'R_2': 0.8343635542534942, 'U_norm': [-154.47749084392927, -10.52287454234569, -0.0021317558754837397, -0.02324493794646863, -0.039824275727073664, -0.04387643370223213, -0.05601803153551172, 40.80176143484163, 86.65889709268498, 46.708231355559704, -0.07164923342460218, -0.06809539008641688, -0.06165409257651998, -0.052436517993081536, -0.040686536964598986, -0.02857603173166811, -0.015406521210132737, -0.00040739987313368777, 0.011524597297664089, -3.139648355073539, -4.65374727326341, -0.17420769091129923, 0.02896716146948893, 0.027014906229924578, 0.024378019221938125, 0.021144393078462335, 0.017984046549023677, 0.015023176714018666, 0.012515574051400382, 0.010581861348079763, 0.009232013111973207, 0.00839691168440477, 0.007961631255653367, 0.0077949684250356, 0.007771997496837004, 0.007788681600371215, 0.007768931801179549, 0.007673321435535262, 0.007437485200320992, 0.007148219684101387, 0.00679680309980382, 0.0063419435428215916, 0.005786095454494075, 0.005230001023994263, 0.004707314503314857, 0.004186180417386582, 0.003711669671848003, 0.0032884713952871752, 0.0028945240082845596, 0.0025366140155864067, 0.002227640136403957, 0.0019611373280635936, 0.0017276312043924364, 0.0015220416058459628, 0.0013395131940524552, 0.0011757127181357923, 0.0010269961909417649, 0.0008904708441020752, 0.0007639780685272108, 0.0006460221267113295, 0.0005356663169232566, 0.00043241433143962477, 0.00033609039517470583, 0.00024672782275346065, 0.0001644721457929448, 8.950206908799082e-05, 2.1969253078734204e-05, -3.8043737631227435e-05, -9.054909602174111e-05, -0.0001356654845597862, -0.00017361853541086154, -0.00020473290529918976, -0.00022941848200059596, -0.0002481530481850232, -0.0002614633435971226, -0.00026990607885820077, -0.0002740500698138425, -0.0002744603071027405, -0.0002716844635292326, -0.0002662420790881432, -0.00025861645431520046, -0.0002492491233325223, -0.0002385366662180353, -0.00022682955038507557, -0.00021443265363520444, -0.0002016071139018693, -0.00018857316206950144, -0.00017551362252869157, -0.00016257780300430214, -0.00014988553836983243, -0.00013753119840335205, -0.00012558751264702664, -0.00011410910759846406, -0.00010313568766762763, -9.269482354521765e-05, -8.280433675888054e-05, -7.347429084958198e-05, -6.470861366448314e-05, -5.6506387208585024e-05, -4.8862847031895626e-05, -4.1770136766423546e-05, -3.52178631897477e-05, -2.9193495606825758e-05, -2.368264895264798e-05, -1.8669285814450958e-05, -1.4135866737507101e-05, -1.0063472995390732e-05, -6.431919830430626e-06, -3.219873913108266e-06, -4.0498336402545397e-07, 2.035974649363647e-06, 4.12692739362109e-06, 5.89232218797819e-06, 7.3569274672088966e-06, 8.545623520707881e-06, 9.483188568248034e-06, 1.0194085604647532e-05, 1.0702255685894109e-05, 1.1030922869772993e-05, 1.1202415425962126e-05, 1.123800707608594e-05, 1.1157781171713168e-05, 1.0980519855271169e-05, 1.0723619265117496e-05, 1.0403030885103755e-05, 1.003322873220133e-05, 9.627200907849084e-06, 9.19646388816099e-06, 8.751097366457378e-06, 8.299796916200972e-06, 7.849941969517455e-06, 7.4076761541807966e-06, 6.977997120082881e-06, 6.564853190943377e-06, 6.17124435067143e-06, 5.799324880231745e-06, 5.4505058897866796e-06, 5.125555536114756e-06, 4.824695627569494e-06, 4.547693024697171e-06, 4.293945011703769e-06, 4.062557821797959e-06, 3.852417542936016e-06, 3.662253490918752e-06, 3.490693530524195e-06, 3.336311635977616e-06, 3.197667855866842e-06, 3.0733409973202647e-06, 2.961954462430756e-06, 2.8621960239086393e-06]}, 'iteration_28': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24368.798818978645, -2037.7675389125309, -4.891398524047411, -4.984523391868884, -7.408359069972603, -7.581589015363226, -9.10728946713856, 7218.45163056957, 13745.507552958292, 6930.6947087052595, -11.016923647996444, -10.869931764630259, -10.572797679535077, -10.127187853025104, -9.502689394588174, -8.858254386736146, -7.907343555961516, -6.5831969495542415, -6.245693461094264, -594.3202354578489, -645.7721042797419, -2.328788139746651, -1.8135852625336693, -1.2711984277605735, -0.6618537227344671, -0.11883152186668855, 0.38294326423007313, 0.8017615021990608, 1.1398314467432846, 1.4010126138104189, 1.5906828959025037, 1.715488025576738, 1.783007549722871, 1.8013759486151995, 1.7788992188219592, 1.7237051443862355, 1.6434607513771722, 1.5463388185849982, 1.4313949411378444, 1.319135425257715, 1.2081105693868603, 1.0930242230068106, 0.9726847654104727, 0.8617875395158426, 0.7626984698696808, 0.6684049002053756, 0.5851852378743917, 0.5114653040407504, 0.4436492740920041, 0.38235545360812995, 0.3294176810078573, 0.2838041783925509, 0.24407374662816358, 0.20954400582775518, 0.1795549936454442, 0.15348671826902835, 0.13077089966565125, 0.11089794340343824, 0.09342009387439275, 0.07795160315289168, 0.06416663722119738, 0.051795531551635736, 0.04061990690901061, 0.030467066763157618, 0.021204020177695897, 0.012731407757098624, 0.004977552116820985, -0.0021071942048693786, -0.008555672283561818, -0.014388617840162373, -0.019618778312136605, -0.024254414060584175, -0.028302176887537046, -0.031769381339326816, -0.034665702077096114, -0.037004344984485855, -0.0388027498879574, -0.04008288948743051, -0.04087123202003037, -0.0411984353823201, -0.04109883767350162, -0.040609804596535494, -0.039770988149044784, -0.03862354397460176, -0.03720934741263005, -0.03557024051082163, -0.03374733493473028, -0.031780388637973646, -0.029707268117890692, -0.02756350248943847, -0.025381931282492432, -0.02319244411509823, -0.021021807612093525, -0.018893572922225522, -0.016828055743388096, -0.014842379881326188, -0.01295057509969734, -0.011163719868698704, -0.009490120013699949, -0.007935514788360576, -0.0065033024651268605, -0.005194778417203744, -0.004009379364406555, -0.002944928352417126, -0.001997875719607416, -0.0011635321624324777, -0.0004362906435300584, 0.00019016541578796586, 0.0007226696347671538, 0.0011683972303395283, 0.001534707519023449, 0.001829004783508541, 0.002058617499936883, 0.0022306956085856987, 0.0023521251850844803, 0.0024294596922968294, 0.0024688667101418096, 0.0024760889951705423, 0.0024564185092502107, 0.0024146820921848618, 0.002355237337079697, 0.0022819772647784315, 0.002198342429237544, 0.002107339084031524, 0.002011562176699735, 0.0019132219645682212, 0.001814173198025109, 0.001715945885857348, 0.0016197767859868855, 0.0015266408984338585, 0.0014372823081131567, 0.0013522438939042544, 0.0012718954757103688, 0.001196460107894456, 0.0011260382921891618, 0.0010606299901671301, 0.001000154362475483, 0.0009444672485407143, 0.0008933764337689734, 0.000846654797358811, 0.0008040514772584127, 0.0007653012016918874, 0.0007301319503791133, 0.0006982711330617035, 0.0006694504613431609, 0.0006434096879052233, 0.0006198993817855275, 0.0005986829100290698, 0.0005795377457978518, 0.0005622562522178414], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [154.8914701825754, 8534.69417898445, 3205.313458051089, 838.4055594842437, -16.119472297648745, -281.72295428023256, -331.77086459837824, -308.2302452306215, -263.97626217584894, -217.93801337480582, -176.3025624180557, -140.528027094466, -110.62976429515966, -85.76035664729041, -65.40478177758241, -48.72027536167382, -35.13638960275916, -24.220542714469378, -15.43544172673682, -8.415949825591275, -2.8507815378298007, 1.4978470209610335, 4.908805479249735, 7.5191883711818415, 9.515655418391127, 11.005542593142449, 12.092753887106582, 12.861890834955362, 13.383835106844971, 13.709217595114232, 13.883482303990561, 13.940447031976824, 13.908263194396596, 13.809029282565154, 13.659509463183259, 13.472900275374842, 13.25953384342103, 13.027434834499967, 12.782785610641042, 12.52911806283519, 12.272404672163626, 12.012977983089556, 11.754048886713425, 11.49599148865378, 11.241050695983054, 10.988956201274982, 10.740347594968949, 10.495689655286984, 10.256242004129119, 10.020341538921025, 9.789105097643546, 9.562626423913821, 9.340162009868614, 9.122583148945047, 8.909876672229357, 8.700605310475602, 8.49354171964975, 8.295414467957725, 8.098837373196947, 7.910073787512485, 7.717217739216798, 7.537707568224863, 7.35459569839753, 7.178874556341318, 7.005249649035966, 6.838563364095465, 6.673929739888169, 6.511503291791328, 6.351419260194563, 6.193794771835516, 6.042528403915026, 5.893597429322144, 5.747088552803177, 5.60643495430911, 5.464839232167462, 5.328946783272824, 5.1954490611133535, 5.064387406656309, 4.9357935194057045, 4.809690251565362, 4.686092367090512, 4.567429037714776, 4.448759696081194, 4.332602481826822, 4.218946510920334, 4.109831665424414, 4.001043813069799, 3.894700879089017, 3.7907754143275434, 3.6892370041827536, 3.5883777046495013, 3.4915790037461663, 3.395516051871912, 3.303297790229607, 3.2104332788841505, 3.1213170761743054, 3.0344192486019166, 2.9484329848421518, 2.863460213545663, 2.7819064245762326, 2.701347792396465, 2.6218634126807876, 2.5445460686031076, 2.4693316999684707, 2.395214695770253, 2.323152606467461, 2.2522122337330197, 2.1824356162789256, 2.114658011362802, 2.048043961926046, 1.9826207300066883, 1.9191170476724015, 1.8567857830561414, 1.7956426980007922, 1.7356992976913481, 1.6775626018576364, 1.6200134648040176, 1.564229333771775, 1.5090818028534343, 1.4556494286807589, 1.4028881434564289, 1.3517860111049065, 1.3013772236406707, 1.2521364419472611, 1.2040492555492321, 1.1567035878923113, 1.1105111859487284, 1.0654522573875567, 1.021156411625467, 0.9779809041540031, 0.9359024117653441, 0.8942796234911545, 0.8540529721845932, 0.8143067697187234, 0.775630251730389, 0.7377338784722838, 0.7006218658362988, 0.6642961925931932, 0.628756804864766, 0.5942228286981271, 0.5602395784521796, 0.5270325063826768, 0.4945952358779244, 0.46273339007425374, 0.4316406006152177, 0.40130638668222085, 0.3717195248775198, 0.3427103487874775, 0.314286023629005, 0.2864516713306008, 0.25934944422086964, 0.2328303911148083, 0.20689520304424777, 0.18154314058295953, 0.15724090754700126, 0.13314054791162708, 0.10895970657417914, 0.08580580240616131, 0.06361791330984509, 0.04139337082442989, 0.020103909685354804, -0.0011733831638339194, -0.02237970290651337, -0.04187324335246325, -0.06133174866061186, -0.08070539505504626, -0.09925102888076007, -0.1176857645173975, -0.13596939708943462, -0.15284377655025944, -0.17019045410663053, -0.18677944560149595, -0.20265585462886135, -0.21837415039721764, -0.23390723111116737, -0.24923071392471347, -0.26387566026177617, -0.2778825256380974, -0.2916983003218509, -0.30530445070410805, -0.3186845308648124, -0.3314672778867145, -0.3440293307659292, -0.3563581724601962, -0.36844295245370223, -0.37997795419238223, -0.39127917634790316, -0.4023386452833434, -0.41289206653572685, -0.42346129693720197, -0.43353764901717634, -0.44337409005924605, -0.45296695786724844, -0.4623135017649243, -0.47121872378764984, -0.48007697975224783, -0.4885100375078891, -0.49687668358409437, -0.5048354137064177, -0.51271213354802, -0.5201989953538705, -0.5275915747817835, -0.5346128015156533, -0.5415303271688229, -0.548211408314177, -0.5545493352291374, -0.5607739488996104, -0.566772904648606, -0.5726438852415693, -0.578198752661936, -0.5836244241469987, -0.588832282916955, -0.5938273755627594, -0.5986851770725069, -0.6033322341336768, -0.6077741473565077, -0.6120752064606749, -0.6161750601485965, -0.6200795943198063, -0.6238431678662084, -0.6274166936992926, -0.6308486891541745, -0.6341365246650088, -0.6372411976726687, -0.6402034284553333, -0.6429900002252772, -0.6456367981243769, -0.6481431846889861, -0.6505089434843679, -0.6527110585092826, -0.6547771309281064, -0.6567271297962725, -0.6585037298890318, -0.6601662648506685, -0.6616967177026, -0.6630966860450718, -0.6643679595695037, -0.6655124973309757, -0.6665324065455258, -0.6674373915439152, -0.668213687596632, -0.668877612272349, -0.6694284994848188, -0.6698598856498579, -0.6701818747017666, -0.6703945843479553, -0.6704976666635503, -0.6704954278048123, -0.6703886393741872, -0.6701786362562439, -0.6698691594491423, -0.6694570519413069, -0.6689495675498841, -0.6683457072701825, -0.6676471919611293, -0.666855866124674, -0.665973681515169, -0.6650026818272485, -0.6639449884449149, -0.6628027872265778, -0.6615708530562702, -0.6602582721401514, -0.6588593299218043, -0.6573839622507502, -0.6558260044797634, -0.6541960933174379, -0.6524785535454957, -0.6507025895915942, -0.6488239256004404, -0.6469106166160764, -0.6448687027550004, -0.6427971527984612, -0.6406997524354078, -0.6384784867994728, -0.6362361923139909, -0.6338729985567676, -0.6314936935845752, -0.6289970179340962, -0.6264891599403634, -0.6239728918678298, -0.621345522761364, -0.618608967398139, -0.6158707539212835, -0.6130279069475683, -0.6101879961387022, -0.6072481616921998, -0.6043156524698171, -0.601288015431368, -0.5982718602164981, -0.5951653989484151, -0.5919715694007621, -0.5887955825742148, -0.5855371550982219, -0.5823001991475353, -0.5789856207324059, -0.5755965486545312, -0.5722346404879756, -0.568705346094146, -0.5653046550657177, -0.5617429437979075, -0.5582158853526631, -0.5546298978729977, -0.5509881231033689, -0.5472937011235928, -0.5436405603105802, -0.5399388729294694, -0.5361916545610745, -0.5324018925234353, -0.5285725385394813, -0.5247918643935967, -0.5208908679146532, -0.5170419457160046, -0.51316245748755, -0.5092550698503944, -0.5052427153872852, -0.5012884400489597, -0.4973138986189947, -0.4933215003161048, -0.4893135843195258, -0.4852185378872331, -0.4811874677096125, -0.477075898136062, -0.4730301398781697, -0.46891019142267143, -0.46478948971314765, -0.4606698331002188, -0.45655294361653476, -0.4523757565600121, -0.44820678905380623, -0.4440475056704351, -0.4398379396462763, -0.4356429569063061, -0.43146376586731183, -0.42730150633492486, -0.42304321424694225, -0.41886409903952126, -0.41465207279078814, -0.4104110787712391, -0.4061977516069023, -0.401960910055435, -0.397754925516526, -0.3935304615960755, -0.38933968207544284, -0.38508720972227173, -0.38087281380564436, -0.3766506836323737, -0.3724686834864797, -0.3682386570881786, -0.3640523130125638, -0.35982494820910293, -0.3556443787835328, -0.3514292676752829, -0.3472636431156754, -0.343108219707842, -0.33892701732605246, -0.33476148401271594, -0.3306133309932009, -0.32648416712407935, -0.32234077713094605, -0.3182547918064831, -0.31412563258144094, -0.31002389751676834, -0.30595064274321493, -0.3018758548122893, -0.29783282804524347, -0.29379275533975757, -0.28975838660524883, -0.28576054608598833, -0.28174458954769943, -0.27776864220131997, -0.27380670305423477, -0.26986085955989875, -0.26593307096388297, -0.2620251722372648, -0.2581150340909217, -0.25425252031466367, -0.2503919859014082, -0.2465586177409577, -0.2427320595461878, -0.23893611422521818, -0.23515125520496644, -0.23139996197537052, -0.22764399352254766, -0.22394409547759708, -0.22020667849816117, -0.21654634943032744, -0.21297829280199973, -0.20932716923513212, -0.20560267448623454, -0.202139501676538, -0.1986039104492013, -0.19500470362651967, -0.191500668164643, -0.18794152944190737, -0.18447758285200605, -0.18110488527994215, -0.17768468166597104, -0.17435548885151048, -0.17098565477493274, -0.16758187151038964, -0.1642714242135163, -0.16105037469335695, -0.157800485950567, -0.1545275178543705, -0.15134513797304558, -0.14814426222672225, -0.1449299684379625, -0.14180637472461224, -0.13876957465431317, -0.1356281012792559, -0.13266782783466097, -0.12961127890710003, -0.126642203489624, -0.12367316816354099, -0.12070770886864159, -0.1178279550342655, -0.11495358137905867, -0.11208763036720268, -0.1092329496199194, -0.10646217181246719, -0.10370362221480878, -0.10095972696169314, -0.09823274079283101, -0.09558679333113433, -0.09289784481458552, -0.09028999615579897, -0.08770296234164396, -0.08513835760351467, -0.08259765995145653, -0.08008221693191428, -0.07759325145631465, -0.07513186765501445, -0.07269905671663107, -0.07029570267791788, -0.06792258813414254, -0.06558039984436133, -0.06326973421005451, -0.060991102609299526, -0.058706168122166655, -0.05649405043143574, -0.05427867117280274, -0.05209890884071919, -0.049954816050104274, -0.047846392300000096, -0.04577358807046707, -0.04370548346011562, -0.04167477076892614, -0.03965234985729727, -0.037668641124999715, -0.035723216232389804, -0.03378957929929775, -0.03189503981447362, -0.030039023882818955, -0.028173928264391256, -0.026372049546558543, -0.024564507448660556, -0.022818650336803376, -0.021070092335633138, -0.019361792075030165, -0.017673782355245058, -0.01600715736407645, -0.014380648274060787, -0.012776123808497464, -0.01119440807001668, -0.009636227390782138, -0.008102215695457224, -0.006592919798915505, -0.005123092495610905, -0.0036640287447430265, -0.0022308667156278757, -0.0008238552229988486, 0.0005568193848213302, 0.0019228935955979381, 0.0032501259244393024, 0.004561810164165271, 0.005856733940419097, 0.007113431567888853, 0.008352849155985777, 0.009574048499036147, 0.010767126081663081, 0.011941115610980445, 0.01308695797313018, 0.014213102634406977, 0.015319013861239345, 0.01639679595696183, 0.017461238615901903, 0.018497424305098757, 0.01951251370036179, 0.020506289727241413, 0.021484657635612272, 0.022435131940713202, 0.02336955441838827, 0.024281871192753327, 0.02517213439968276, 0.026045345727680674, 0.026896302878613266, 0.027729688503772203, 0.02854081684791906, 0.029334065651342472, 0.030109170143717393, 0.030865923588584043, 0.03161138905558369, 0.032316918684284504, 0.03302479702039316, 0.0337008103768542, 0.034376756514528116, 0.035021545546335034, 0.0356369236054198, 0.036250586501997806, 0.036835598781393, 0.03741722873430078, 0.03799358868559008, 0.038520187962572144, 0.039062852284036664, 0.03957825048539153, 0.04006796754410663, 0.04055091285986295, 0.041009274762132376, 0.041460159697823504, 0.04190244124031219, 0.04232107061594147, 0.042717442284940385, 0.043117997478863704, 0.04348419913912937, 0.0438529753401011, 0.04420055732533263, 0.04453815301273196, 0.04485586088693445, 0.04516366063479399, 0.04546106840133966, 0.04573996060821429, 0.046015909104983446, 0.04626692721402808, 0.046514367056173345, 0.04674493174324877, 0.04696512421811917, 0.04717475848103061, 0.04737369380037521, 0.04756183169603118, 0.04773515861592372, 0.04789826565329168, 0.048051119000342514, 0.04819371666729286, 0.048326085903677436, 0.04844828069648456, 0.048560379357026194, 0.04866051729495538, 0.048752977729508956, 0.04883417395076229, 0.04890749894907012, 0.04897138476617691, 0.049025091448810454, 0.04907082842619375, 0.04910768688121829, 0.04913587430051785, 0.049155604326621666, 0.049167219529753836, 0.04917056170858271, 0.04916598543016618, 0.04915361711729079, 0.04913370673446158, 0.049106503090346365, 0.0490716857149617, 0.049029884452040616, 0.04898061396600016, 0.0489247164562549, 0.0488624603849215, 0.04879313706176266, 0.04871784455123937, 0.04863575135368499, 0.0485480990035764, 0.04845394755192909, 0.048354658726715724, 0.048249197607715295, 0.04813769416487822, 0.04802165735386661, 0.04789993781482299, 0.04777268776209021, 0.04764006765849949, 0.047503722362562346, 0.04736089069517234, 0.047214720368167686, 0.047063907876190414, 0.04690708654581324, 0.046747512319931614, 0.04658383483169187, 0.046414665658186624, 0.046243320060643925, 0.04606683820422244, 0.045886973549181656, 0.045703907867851966, 0.04551624433551676, 0.045325741548319594, 0.04513257613924029, 0.04493535850763296, 0.0447358331897076, 0.044532620144920945, 0.044325908801640244, 0.044117417105520605, 0.043905785058074624, 0.04369119914810369, 0.043475337341091824, 0.04325538433412128, 0.04303449214341665, 0.04280989329149271, 0.04258467856716165, 0.04235613165739843, 0.04212587140276361, 0.04189406126194763, 0.041660860284904115, 0.04142506848136098, 0.04118822467680523, 0.04094915500563471, 0.0407093549047409, 0.04046767667862815, 0.04022430536833178, 0.0399794214504343, 0.039736885032368205, 0.03949307091476237, 0.03924099692170327, 0.038992882874760014, 0.038737124956033764, 0.03848555421888874, 0.03823808740605495, 0.037983669082871374, 0.03773354869950883, 0.03747703243329487, 0.037224984108182806, 0.03696706997095174, 0.036713769582457326, 0.03646496636114321, 0.03620117838638162, 0.035951860718737585, 0.035688379966775916, 0.03543909889184253, 0.035176440687992555, 0.03491890006466757, 0.03466632607801996, 0.034410113785162365, 0.03415061499257404, 0.033896291987997575, 0.03363902438159008, 0.033379135822715254, 0.03312457270715589, 0.03286768457812127, 0.03261608796752366, 0.03235526772375565, 0.03210700867637958, 0.031850069898608314, 0.03159187713848606, 0.03133925095914643, 0.031085563326043095, 0.030837338229603998, 0.030582066126275093, 0.030332412491485685, 0.030082286804300522, 0.02983188350291723, 0.029581387435153334, 0.029330973964398408, 0.029086186522456915, 0.02883630377297006, 0.028592111787542316, 0.02834335994720228, 0.02810033706656307, 0.0278580366366858, 0.027611901055941645, 0.027371508871363952, 0.02713217690098855, 0.026889645761084487, 0.02664857063314588, 0.0264131829550744, 0.026175149697389818, 0.02593879124416617, 0.025704167849845593, 0.02546756394241257, 0.025236659878401863, 0.02500404672333238, 0.024773528172443212, 0.02454171551228556, 0.0243155519630545, 0.024088302732104473, 0.023860223966965095, 0.023634652413030508, 0.02341158692848462, 0.023188080536169577, 0.02296721548377194, 0.022746178886365927, 0.02252789184291111, 0.022309670251365446, 0.022091688573117465, 0.021876638025503607, 0.021662016143075665, 0.021447970194660455, 0.02123697801630442, 0.021026708134231815, 0.020817283604840447, 0.02060881881302985, 0.0204014197983147, 0.020195184588114333, 0.01999220698541663, 0.019788511339916357, 0.01958623015924788, 0.019385432794406143, 0.01918618226623126, 0.01898853559214592, 0.018792544105990155, 0.01859658649544542, 0.018402457642741066, 0.018210190148098597, 0.01801827233572387, 0.01782834852536507, 0.01763897551442588, 0.01745170308402326, 0.01726515384737423, 0.017080788356292124, 0.016897292406539414, 0.016714765113436482, 0.01653329786645711, 0.016352974667556246, 0.016175050580855364, 0.01599720818172908, 0.015820721713276968, 0.015646735367599543, 0.015473099451472471, 0.015299947811861284, 0.015129407650191853, 0.014959483792157256, 0.014791235338493015, 0.014623765180518786, 0.014458067756618651, 0.014293285290109963, 0.01412950114196872, 0.013966791759965586, 0.01380361752141459, 0.01364487048974889, 0.013490352075782695, 0.01333245512262327, 0.013171599287279701, 0.013022210997539052, 0.012863039816418374, 0.012714941856384302, 0.012564256588839319, 0.012411332521078322, 0.012262612013860837, 0.012111959102907001, 0.011965458397342282, 0.011822920908263309, 0.011678695853529037, 0.011533058138137273, 0.011391439795809645, 0.011248626115617005, 0.011109747149874689, 0.010969865549888018, 0.010833826948160043, 0.010696956181911719, 0.010563831264786033, 0.010430024650371787, 0.010295722771646226, 0.010161101468491793, 0.010030234958931105, 0.009902950854552388, 0.009771687429046296, 0.009644092092541887, 0.009519996297644294, 0.009392439816449095, 0.009268443498695149, 0.009144630394905913, 0.009021111405780135, 0.008901025160333883, 0.008778310494870456, 0.008659046782818342, 0.008543075042234081, 0.008424820540093546, 0.008307227278131386, 0.008192924913994098, 0.008076782391477083, 0.007963911421544295, 0.007851809319291846, 0.007740529179131695, 0.0076301193898223926, 0.007520623879852496, 0.00741208235882747, 0.007304530553732282, 0.007196019482556762, 0.007090595346080102, 0.006986244890424083, 0.006882990174449786, 0.006779084240651066, 0.0066764097651173665, 0.006576642870132963, 0.006476409952658496, 0.006375858566646458, 0.006278183033268155, 0.006180280937278817, 0.006083721366197998, 0.0059884988811754495, 0.0058932461417428835, 0.005799393823737322, 0.005705646244238174, 0.005613347247359162, 0.0055224795158089176, 0.005431850050836467, 0.005342683573980344, 0.005253850274024144, 0.005165424680491193, 0.005078520017300365, 0.004992094614943216, 0.004907193676546658, 0.004822831665615335, 0.00473906259585827, 0.004655936130099829, 0.004574371112570382, 0.004492636434837219, 0.0044124922098306004, 0.004333101379301359, 0.004254496823595423, 0.004176708211230811, 0.004099033553258298, 0.004022975688654605, 0.003947804642751737, 0.003872874142043774, 0.003798905365698676, 0.0037259105146262533, 0.003653899765547843, 0.0035822938198083725, 0.003511722629819938, 0.003442189457958343, 0.0033731609588616937, 0.0033046870515908554, 0.0032373160049120305, 0.0031710429004849607, 0.0031049185075790057, 0.003039938218890001, 0.002975649240464042, 0.00291208241185952, 0.0028492655642263693, 0.0027872236784974155, 0.0027263678298796706, 0.0026659276878679694, 0.0026063222403396136, 0.0025475665691598306, 0.0024893326751177893, 0.002431994732164622, 0.0023755608441253075, 0.002319728938836805, 0.0022648326415332606, 0.0022105859918016787, 0.002157018866879923, 0.0021041581881339503, 0.0020528085354242624, 0.0020016551405682595, 0.0019498002121803003, 0.0019020981220950635, 0.001851431307792563, 0.001804748260690386, 0.0017554109052644277, 0.0017098873440461433, 0.0016639543860430363, 0.0016177458280595533, 0.0015750327668801792, 0.0015302635230791757, 0.001487137448290585, 0.001445573901924068, 0.0014039243203975724, 0.0013638038744255164, 0.0013236793129117025, 0.0012836428594768358, 0.001245129262171069, 0.0012067649327561364, 0.0011698745272115403, 0.0011343846707143534, 0.0010979184336424197, 0.0010628958341993065, 0.0010292436984869187, 0.0009948496921938514, 0.0009628341645794957, 0.0009301851035317108, 0.0008988728384332787, 0.000867963529693474, 0.0008374993351486747, 0.0008083116808339178, 0.0007795737110810086, 0.0007513190514621605, 0.0007242738101472784, 0.0006977078546451899, 0.0006716474660119074, 0.0006461158557007538, 0.0006211332909532972, 0.0005972721851887929, 0.0005734117046715129, 0.0005506506229329595, 0.000528446362408056, 0.0005068090126331885, 0.00048574649798949736, 0.00046526470485246617, 0.00044536760781560433, 0.00042643414703662154, 0.000407692615826132, 0.00038953821487759785, 0.0003719684764391845, 0.00035497961595626646, 0.0003385666412774458, 0.0003227234578081607, 0.0003074429694461327, 0.0002927171751816519, 0.000278303586880103, 0.0002646726548355402, 0.00025135851894956634, 0.00023838544925430244, 0.00022614554445894798, 0.0002142418773200697, 0.00020285631211642248, 0.00019197364565844388, 0.00018143253076262, 0.00017138117552670124, 0.00016180290970552237, 0.00015256018721907189, 0.0001436592192406512, 0.00013521030298792354, 0.00012719515726493426, 0.00011950291576490784, 0.00011213436190875587, 0.00010516978083254471, 9.851499193089028e-05, 9.216745140817824e-05, 8.612344642697144e-05, 8.043908452736664e-05, 7.503908785286536e-05, 6.991769867860923e-05, 6.511704942881939e-05, 6.05291093849304e-05, 5.6240313308689326e-05, 5.21560360855303e-05, 4.831280088562494e-05, 4.473450116727965e-05, 4.1344103064839834e-05, 3.8167930309070735e-05, 3.519673178926968e-05, 3.239793325336936e-05, 2.9810849076282337e-05, 2.7381394000769714e-05, 2.5105595410198184e-05, 2.301139741352327e-05, 2.1040631644186915e-05, 1.9232926640466956e-05, 1.753872796062241e-05, 1.5978509663192643e-05, 1.4533471301515323e-05, 1.3207186194894657e-05, 1.1983228343917336e-05, 1.0856191794800317e-05, 9.820660762016065e-06, 8.871253152490583e-06, 8.00265882812848e-06, 7.209672788481441e-06, 6.4872235004359395e-06, 5.826594869793245e-06, 5.2310704400212784e-06, 4.688839351233811e-06, 4.196586479617292e-06, 3.7533580599998486e-06, 3.3550580641808045e-06, 2.9960021978300605e-06, 2.6732408648375594e-06, 2.3853295231763102e-06, 2.127760968147488e-06, 1.89366679486914e-06], 'MSE': 22479.62139294921, 'R_2': 0.8369462532199767, 'U_norm': [-157.32821720564152, -13.156099172477523, -0.03157952163121593, -0.032180748205438904, -0.0478293548055515, -0.04894775045062991, -0.058797876172900346, 46.60328703350775, 88.74283110784226, 44.745489944623884, -0.07112672928630623, -0.07017773007114217, -0.06825939276505194, -0.06538247625821414, -0.06135063087086436, -0.05719007245994665, -0.051050865236864564, -0.042501998037767705, -0.0403230304762341, -3.8370107524954897, -4.169190883891323, -0.015034967008330326, -0.011708748478920977, -0.008207026691788652, -0.004273015958736325, -0.0007671921633067547, 0.002472332817869742, 0.005176279253733939, 0.007358903931341337, 0.009045124400704763, 0.010269661053500252, 0.011075419625993944, 0.01151133468440098, 0.011629923518923321, 0.011484810751845554, 0.011128470441607323, 0.010610401931680091, 0.009983369772595637, 0.009241276760469798, 0.008516514344850274, 0.007799723059016722, 0.007056710248447545, 0.006279782650835277, 0.005563815361160526, 0.0049240831040311735, 0.0043153112347469385, 0.0037780339890259723, 0.0033020882582281198, 0.0028642589187905416, 0.0024685378340508087, 0.0021267645095670367, 0.001832277649534278, 0.001575772680014265, 0.0013528440653929209, 0.0011592310006928775, 0.0009909307360362906, 0.0008442743796937398, 0.0007159719220073701, 0.0006031325930187106, 0.0005032659526416545, 0.000414268372974949, 0.0003343988638410428, 0.0002622475397546742, 0.00019669944887064987, 0.00013689598395597756, 8.219566749356718e-05, 3.213574072340898e-05, -1.3604326992923712e-05, -5.5236562022096286e-05, -9.28948369454721e-05, -0.00012666145092048173, -0.00015658973394073455, -0.00018272263092783576, -0.00020510736556903262, -0.00022380639876775106, -0.0002389049894711096, -0.0002505157315260978, -0.0002587804836156671, -0.00026387012821089934, -0.00026598259678332003, -0.00026533958068381604, -0.0002621823178771754, -0.00025676680695163465, -0.00024935875423434087, -0.0002402285125049013, -0.00022964621960706082, -0.00021787729794001023, -0.00020517843015802693, -0.00019179408742123736, -0.00017795365043718513, -0.0001638691355932005, -0.00014973351425217303, -0.00013571959531607624, -0.0001219794281441365, -0.00010864417359309832, -9.582438523803288e-05, -8.36106411053933e-05, -7.207446527720068e-05, -6.126948127045881e-05, -5.123274247270017e-05, -4.1986188584339314e-05, -3.353818270765566e-05, -2.5885088230606896e-05, -1.9012850445599126e-05, -1.2898552263457312e-05, -7.511918914705003e-06, -2.81675061786911e-06, 1.2277333020119773e-06, 4.665651602738032e-06, 7.543328442359051e-06, 9.908276550422613e-06, 1.1808298964078753e-05, 1.3290709303290116e-05, 1.4401668536650125e-05, 1.5185634087373568e-05, 1.568491598627127e-05, 1.5939332952367816e-05, 1.5985960988331432e-05, 1.5858965706192035e-05, 1.5589509827869113e-05, 1.5205726555973174e-05, 1.4732749752597127e-05, 1.419279209322792e-05, 1.3605262352128731e-05, 1.2986913856910949e-05, 1.2352016323831634e-05, 1.1712544268914044e-05, 1.1078375633067282e-05, 1.0457495090481502e-05, 9.856197371401027e-06, 9.279286387334947e-06, 8.730267036776649e-06, 8.211526926373982e-06, 7.724506124860927e-06, 7.2698534848354564e-06, 6.847568758205435e-06, 6.457130035320622e-06, 6.09760659628015e-06, 5.767757478014971e-06, 5.466116358321525e-06, 5.191063638315612e-06, 4.940886688011408e-06, 4.713829308179183e-06, 4.5081316197334625e-06, 4.322061516983219e-06, 4.153938808511598e-06, 4.0021531347388745e-06, 3.86517676172874e-06, 3.7415730265187425e-06, 3.6300013977408682e-06]}, 'iteration_29': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24387.545494528757, -2410.7968937396313, -7.132830381569213, -4.717740220926116, -6.965390551749889, -7.131127904991602, -8.692598371543202, 8031.576842394348, 13829.193309463863, 6447.687544101496, -10.0478372020183, -9.602842887979532, -8.974411472412278, -8.18987575807849, -7.260809348105784, -6.377018795672804, -5.195404586677408, -3.8020163446059825, -2.818343049737168, -708.6574382524061, -583.3134756087074, -3.2318284021354504, 0.19169341544964147, 0.5502313714738206, 0.8532275273819863, 1.0998517333898896, 1.3304822050221892, 1.5122708375807128, 1.652153366460512, 1.754646315110312, 1.8226193231086707, 1.8581254753355059, 1.8631173335254188, 1.8399401112836538, 1.7915716027317932, 1.7216220435811767, 1.6342013000474978, 1.5348037819009466, 1.4204726114883257, 1.311619978689749, 1.2041595358378738, 1.0933075327820794, 0.9772403962595542, 0.8711647993179974, 0.7765571417885561, 0.6862959251522347, 0.6069868546387185, 0.5359088191948921, 0.4699853244902865, 0.4097748122554115, 0.35689735795677946, 0.310676874263914, 0.269551051357397, 0.23293733460393018, 0.20030118704684566, 0.17116382922026127, 0.1451042258592404, 0.12175717791439837, 0.10080903503173075, 0.08199218719016002, 0.06507916242141028, 0.049876871841183675, 0.036221315021199595, 0.023972888961556405, 0.013012328533345914, 0.003237236165808027, -0.005440875324274899, -0.013099111889959353, -0.01980537718998575, -0.025620263627609722, -0.0305986997742672, -0.03479138173848653, -0.03824600314601947, -0.041008289740179074, -0.04312284046508537, -0.04463377673689641, -0.04558520380031059, -0.046021492523373585, -0.04598739471651156, -0.045528010002287754, -0.04468862616062381, -0.04351445778291048, -0.042050309775845535, -0.040340192415435606, -0.03842691358507048, -0.03635167174798979, -0.03415366988788437, -0.031869767175224266, -0.029534181027248554, -0.027178248375997263, -0.02483025117159755, -0.02251530772340107, -0.0202553286099407, -0.018069033415372002, -0.015972022750692705, -0.01397689860155045, -0.012093425298975861, -0.010328722891965823, -0.008687484885346288, -0.007172212469595153, -0.005783458057339644, -0.004520071641597852, -0.0033794443547321123, -0.002357744476857283, -0.0014501421021545686, -0.0006510194331606715, 4.583542840915098e-05, 0.00064705263845487, 0.0011595235434067597, 0.0015902625712275827, 0.001946287853670754, 0.0022345199454858345, 0.0024616976950548207, 0.002634310111973771, 0.002758542945747825, 0.0028402385674823724, 0.002884867758068996, 0.0028975119216611803, 0.002882854385460226, 0.002845179398904208, 0.00278837761510773, 0.0027159568419362775, 0.0026310570177058936, 0.002536468409877015, 0.002434652175668321, 0.002327762516646128, 0.0022176697531788143, 0.0021059837544597695, 0.0019940772317863977, 0.0018831084965543166, 0.0017740433725307624, 0.0016676759751302617, 0.001564648223478794, 0.0014654679099012863, 0.001370525289750305, 0.0012801081362794886, 0.0011944152941334393, 0.001113568771509505, 0.0010376244488394164, 0.0009665814988882049, 0.0009003906563723986, 0.0008389614537731931, 0.000782168585480808, 0.0007298575188096778, 0.0006818495235181005, 0.0006379462255975347, 0.0005979337988102535, 0.0005615868845868573, 0.0005286722893159487, 0.0004989524877368636], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [152.61495782844045, 8578.353100567267, 3194.790946319414, 818.2469826961938, -32.25225874091755, -292.4938850061224, -338.44064950190375, -312.08119849656816, -265.9046277552241, -218.53210703866293, -175.95784474662594, -139.5231338634201, -109.17260529170761, -84.00569278069439, -63.47313064360291, -46.70201133395597, -33.09974945013649, -22.21533713641777, -13.496848185871421, -6.567726980747917, -1.1077080557829628, 3.128674331591512, 6.423948720735665, 8.920481245306178, 10.806112814007868, 12.19071403346552, 13.179277181918325, 13.856968677756775, 14.294381600397182, 14.542620187120674, 14.646464186208823, 14.639776880796326, 14.549924792615592, 14.398846152006934, 14.202541519181121, 13.973770696756114, 13.722439658295201, 13.45616735970711, 13.180756944923736, 12.89926800870258, 12.617613892307844, 12.335603938524555, 12.056307797784687, 11.779787847995228, 11.508170826261738, 11.24093607516478, 10.97857335599223, 10.721411797153507, 10.470630660491521, 10.224366864818263, 9.98368441950295, 9.748586505172957, 9.518220562179922, 9.293416637685407, 9.074093751218395, 8.85871364534095, 8.645969259064106, 8.442720628723047, 8.241343784927274, 8.048215648523225, 7.851128659367736, 7.667871198381858, 7.481110622923676, 7.302038742571913, 7.125234615191334, 6.955607176349625, 6.788164184812597, 6.623048547778133, 6.460384242006823, 6.300277576930071, 6.146674995384451, 5.99547961900471, 5.846770097933849, 5.704021927669589, 5.560328693125675, 5.422427348041528, 5.286954094375743, 5.153945332011729, 5.023428249033996, 4.8954216095436776, 4.769936501594673, 4.649436583980252, 4.528901939325238, 4.410886935431665, 4.295378476910056, 4.184449099423587, 4.073813323654903, 3.965622996310051, 3.859849586677548, 3.7564618283169904, 3.653719470264315, 3.555067360864121, 3.4571174936126385, 3.3630405336669797, 3.2682547742878145, 3.177245594721894, 3.088453020988238, 3.0005420203774342, 2.91361615024613, 2.830137945692342, 2.747628290344062, 2.6661680563851755, 2.586878290633683, 2.5096955441361777, 2.4335892110627015, 2.3595439452625384, 2.2866024003113434, 2.2148085156669355, 2.1450234310194554, 2.0763887764153877, 2.008933700087132, 1.9434115346704, 1.8790534346155419, 1.815876987481138, 1.753895496686973, 1.6937388013755355, 1.6341469577575378, 1.5763407923104413, 1.5191526955725454, 1.4637028384893396, 1.4089095295161487, 1.3558006768732087, 1.303374410198068, 1.252125744878814, 1.2020416049080074, 1.1526942845697792, 1.1045144633313335, 1.0574834975598706, 1.0112163860021421, 0.9660879011542378, 0.9220756761728488, 0.8785102463998156, 0.8363776027841214, 0.7947203870523762, 0.7541575588827478, 0.7143871819115877, 0.6754151295888573, 0.6372449527168704, 0.5998780839590524, 0.5635466236236565, 0.5277737098710381, 0.4927979545351415, 0.45861413268613105, 0.4250187220690404, 0.39221721343970023, 0.36020002219771147, 0.32895674567971783, 0.29830951724482085, 0.2682670851144846, 0.23883605021508947, 0.21016799377932882, 0.1821066142794037, 0.1546537965258753, 0.12780989880132282, 0.10207041572464953, 0.07653836751232128, 0.05091531398194419, 0.02637572273657788, 0.0028562923244688935, -0.020704873224799802, -0.04327669469810157, -0.0658367598684723, -0.08832185397902101, -0.1089903159715241, -0.12962024543029096, -0.15015793313713688, -0.16981481713607482, -0.18935024506296658, -0.20872066278347903, -0.2265927664768322, -0.24495873683379138, -0.26251539715398514, -0.2793103428830857, -0.29592964499182794, -0.31234376893312493, -0.328526079442687, -0.34398101411193177, -0.3587514989554415, -0.37330864836481953, -0.3876321753042876, -0.40170403992335035, -0.4151336952373795, -0.42831680699271657, -0.4412396199948528, -0.4538901879254535, -0.46594861300919144, -0.4777454196674427, -0.48927183394004636, -0.5002526839972568, -0.5112306121729169, -0.5216769428170891, -0.5318543987600857, -0.5417589752740603, -0.5513876748638987, -0.5605402262974734, -0.5696218832117965, -0.5782448466684718, -0.5867760447672484, -0.594867342870741, -0.6028502526801783, -0.61041297468758, -0.6178543693502851, -0.6248958442170564, -0.6318062208877626, -0.6384525735231639, -0.6447300000419477, -0.6508666979114216, -0.6567517397865581, -0.6624808862984313, -0.6678712790826997, -0.6731051211074963, -0.6780970166309884, -0.6828527296560085, -0.6874443489712816, -0.6918027372202029, -0.6959342800288718, -0.69989920317783, -0.7036423572276729, -0.7071704471154237, -0.7105332075179293, -0.713687450036057, -0.7166767682690004, -0.7194989273521872, -0.7221213940358655, -0.7245796091032431, -0.7268471059556082, -0.7289542860637415, -0.7309010841819827, -0.7326878919135267, -0.7342988570978579, -0.7357558201301824, -0.7370727980949606, -0.7382129857861146, -0.7392165749243477, -0.7400728712106521, -0.7407841910927943, -0.7413530491438878, -0.7417821324105477, -0.7420742765071878, -0.7422332612853253, -0.7422593701550846, -0.7421563700646278, -0.7419244073020407, -0.7415708902662288, -0.7410935486217637, -0.7404933296318553, -0.7397834720106305, -0.7389498313108261, -0.7380066978383952, -0.7369498541416707, -0.7357899893389107, -0.7345124327321765, -0.7331374271248178, -0.7316586317179401, -0.7300785426122877, -0.7283997657112461, -0.7266249986135908, -0.7247570137888119, -0.7227986430094073, -0.7207527630056261, -0.7186094685338424, -0.7163840162569778, -0.7140661424821094, -0.7116717410428378, -0.7091902276595597, -0.7066379771589969, -0.703990196588558, -0.7012913447794707, -0.6984741208087731, -0.6956400223513882, -0.6926500150891849, -0.6896491548243993, -0.686640810104379, -0.6834844669075809, -0.6803263191945866, -0.6770256865382045, -0.6737289091852983, -0.6702955941680822, -0.6668716874267823, -0.6634593922541678, -0.659919353120064, -0.6562553696829966, -0.6526112430176965, -0.6488497163483756, -0.6451129233489636, -0.6412652841850023, -0.6374469462255529, -0.633524256304013, -0.6296351054844118, -0.6256479809663195, -0.6215672876617123, -0.6175271591636227, -0.6133997129021099, -0.609316280303786, -0.6051515416889218, -0.6009098557714485, -0.5967181275908484, -0.59233412022053, -0.5881251677831059, -0.5837324308789044, -0.5793975072618933, -0.5750049991064957, -0.5705589544398422, -0.5660633691969623, -0.5616321418686042, -0.5571559105934277, -0.552638427531494, -0.5480833699209594, -0.54349433350591, -0.5389766821121036, -0.5343284767311027, -0.5297551386243331, -0.5251580375561842, -0.5205403037670356, -0.5158111851396284, -0.5111627793657385, -0.5065025305649056, -0.5018331669325964, -0.4971573140307906, -0.4923916192013847, -0.48771179428072486, -0.48294994545759173, -0.4782753633898064, -0.4735261041634657, -0.4687869155480038, -0.46405966423827794, -0.45934612015073034, -0.45457411290902533, -0.449821933373521, -0.4450910107308767, -0.44031311762425623, -0.4355618450099723, -0.4308382973388611, -0.42614350042993115, -0.4213501664106664, -0.4166554385733701, -0.41193310824830537, -0.4071876729271488, -0.40248238252172935, -0.3977599445049907, -0.3930808224200543, -0.38838997844782724, -0.3837451809686894, -0.379040701655698, -0.3743868861725195, -0.36973295785419474, -0.36513148716141886, -0.36048540848474975, -0.35589537713670133, -0.3512684301981597, -0.3467005877308114, -0.34210286499341774, -0.3375668016669252, -0.33304938325160766, -0.3285114687642959, -0.3239980031262321, -0.319510688365604, -0.3150511080319269, -0.3105833176555697, -0.306184389336419, -0.30174595069043797, -0.2973438756274884, -0.29297910792623705, -0.2886193719602559, -0.28430017124562507, -0.279990603562775, -0.2756935401446827, -0.27144167275264525, -0.26717680387806103, -0.26296057464241374, -0.2587652539027618, -0.2545929511585137, -0.25044563033861067, -0.24632511511736713, -0.24220800557229333, -0.23814667933764105, -0.2340930094768901, -0.2300733573869802, -0.22606628341905155, -0.2220966140705237, -0.21814382275062413, -0.21423127613851511, -0.2103190136218777, -0.20647018876976617, -0.2025873937469873, -0.1987896014295481, -0.19509221903078633, -0.19131352420346154, -0.1874638519724031, -0.18388876943507412, -0.18024338055986985, -0.1765370155909497, -0.17293312440266806, -0.16927706989679553, -0.16572316207109808, -0.1622670066456125, -0.15876633433862225, -0.1553628426212823, -0.15192185144883477, -0.1484503318775655, -0.14507799797175133, -0.14180051587549658, -0.1384974754758515, -0.13517482782891033, -0.13194785429149733, -0.12870582396953933, -0.12545394393530812, -0.12229742519419853, -0.11923202692244607, -0.11606452013159049, -0.11308302990490188, -0.11000796135210732, -0.10702420380815453, -0.10404375926901643, -0.1010701854938802, -0.09818570443155616, -0.09530972534625905, -0.09244528600695458, -0.08959521747653708, -0.08683189846024593, -0.0840837106321745, -0.08135304660439291, -0.07864211919874069, -0.07601454464050302, -0.07334710480909361, -0.07076286880785104, -0.0682019585960852, -0.06566592651971237, -0.06315618445849837, -0.060674010213016445, -0.05822055392485889, -0.055796844483876895, -0.05340379588223132, -0.05104221348063711, -0.048712800157359876, -0.046416162315271896, -0.04415281572659871, -0.0419231911989033, -0.039689765472767626, -0.03752980105081685, -0.03536893556492447, -0.03324507124590355, -0.031158179983146506, -0.02910818235454121, -0.027094951840405234, -0.02508842727746444, -0.02312029525217738, -0.021162315237534677, -0.019243899430973477, -0.017364547868878893, -0.015498621625315536, -0.013672429879796204, -0.011885333323462331, -0.010091487367870956, -0.00836037828590986, -0.006625777750210087, -0.00495226520534717, -0.0032780673453759682, -0.0016442953713324707, -3.179524880594071e-05, 0.0015584143032548385, 0.003108520612965158, 0.004635863969974706, 0.0061396913596208314, 0.007619346116807151, 0.009074262390833891, 0.010503959698625406, 0.011894528750886067, 0.013273167444060745, 0.01462558849917482, 0.01595160142195951, 0.017251076000162638, 0.018535082300565043, 0.01978088309442057, 0.02101039294566834, 0.02222248263337389, 0.023397111851976793, 0.0245539125871414, 0.025692022706300784, 0.026802248594042646, 0.027893034825726346, 0.028956003359665757, 0.029999033402343115, 0.031021652593976618, 0.03201660346488925, 0.0329975670971336, 0.03395082503671426, 0.034883013324308904, 0.03579396512911449, 0.036689112072548255, 0.03755706703407695, 0.03840868240464189, 0.03923846503862656, 0.04004650408710211, 0.04083736770223425, 0.04160637430244351, 0.04235778810162037, 0.043087418218318595, 0.04379923867986025, 0.0444930358896328, 0.04516865131045767, 0.04583239336830451, 0.04645883829845364, 0.0470855648867029, 0.0476822883942406, 0.04827709077613457, 0.048842628176634866, 0.049380574893151605, 0.04991515900533441, 0.05042293319228725, 0.05092585318338891, 0.05142219140516175, 0.051873784418716366, 0.052337117718603075, 0.052775107689665174, 0.05318926155380172, 0.0535956113855947, 0.05397921016694233, 0.05435441956565631, 0.05472023378010272, 0.0550642596409043, 0.05538781458069486, 0.055712424835724195, 0.056006917237044464, 0.056301058040546414, 0.056575838605103665, 0.0568401968188187, 0.05708645538336024, 0.05732243139037793, 0.057547720312596466, 0.057756258427864596, 0.057959668384554186, 0.05814184154728546, 0.05831838557398534, 0.05847979769262073, 0.058630751569810645, 0.05877111690795593, 0.05890080506775833, 0.0590197661523143, 0.05912561821575901, 0.05922132942629405, 0.05930690738310887, 0.059382388504940556, 0.05944783556822986, 0.059503335325702095, 0.059548996216015296, 0.05958431496802808, 0.059610899817503754, 0.05962782393994531, 0.059635930835532314, 0.059634972865849525, 0.0596254061338718, 0.0596070680301041, 0.0595802718068283, 0.05954523673580689, 0.05950218677079937, 0.05945042993044974, 0.05939192753429102, 0.05932497748923699, 0.05925075293384721, 0.05916950611493126, 0.05908148725626159, 0.05898547392680724, 0.058883040940710674, 0.058772840115363933, 0.05865661103952187, 0.058534616603611624, 0.05840534153374822, 0.05827071563219428, 0.05812913564566237, 0.05798263368364735, 0.05782953133284556, 0.0576719420717007, 0.057508124293024716, 0.05733824427524923, 0.057164507928277444, 0.05698510364788667, 0.05680021397626639, 0.056610027563563155, 0.0564168197942074, 0.05621663108610421, 0.05601382724230484, 0.05580652201061091, 0.05559281732671411, 0.05537710267342985, 0.05515748052385428, 0.05493206302161602, 0.054705221076584765, 0.05447298888414738, 0.054237645835645165, 0.05399938360962884, 0.053756354201087826, 0.05351080461244174, 0.05326291780577457, 0.053010879443005664, 0.05275688802913823, 0.052499155323614446, 0.05223790054791817, 0.05197526331840248, 0.05170949881119433, 0.05144081855195198, 0.05117129251517947, 0.05089738206501247, 0.05062298921090639, 0.0503446522791334, 0.05006617807399006, 0.04978418404711351, 0.049500649484106075, 0.04921575200528016, 0.04892966377447251, 0.048640893978253615, 0.048351308516226967, 0.048059453245628644, 0.047767135101825654, 0.0474729363331293, 0.047177066815180684, 0.04687973038219583, 0.04658559046834528, 0.04629022796378416, 0.04598518363035584, 0.045685234383908126, 0.04537634006408452, 0.0450727781235554, 0.04477441853565709, 0.04446792095296412, 0.0441668267738982, 0.04385825124871954, 0.043555252006839254, 0.04324539482994745, 0.042941258936710996, 0.04264268357689706, 0.04232628822623058, 0.04202739219863131, 0.041711657179202166, 0.04141306138244297, 0.041098562215201306, 0.0407903011997872, 0.040488082762937305, 0.0401816017175134, 0.039871274584114734, 0.03956721272468727, 0.03925969935182054, 0.03894911645652212, 0.038644952832975955, 0.03833805998830883, 0.03803753029035948, 0.037726020524470445, 0.03742954323372826, 0.03712272590635172, 0.036814432068166876, 0.036512800342019466, 0.03620991186623073, 0.035913551331448794, 0.03560877913906539, 0.035310712746486846, 0.035012076800475016, 0.03471309976591051, 0.03441399881281936, 0.03411497996435217, 0.03382266010533572, 0.03352423309962119, 0.033232577705197, 0.032935448357106066, 0.03264513254927892, 0.03235564833693321, 0.03206154774658978, 0.0317742742526454, 0.03148823095353305, 0.03119832483509504, 0.030910118279051747, 0.030628670273488905, 0.030344016577288618, 0.030061322207483313, 0.029780659009520774, 0.02949758118055394, 0.02922127780823117, 0.028942883601860835, 0.02866695029141111, 0.028389421196909542, 0.028118609672436463, 0.02784645239639442, 0.02757325529731365, 0.027303015550344034, 0.027035733260340852, 0.026767877968245014, 0.026503144324851454, 0.026238161734816162, 0.02597643316924608, 0.025714741623940798, 0.025453296950417315, 0.02519532848952126, 0.024937836008700504, 0.024680997292421823, 0.024427787406370284, 0.024175410315757276, 0.023924015187762934, 0.023673740933525603, 0.02342471658472768, 0.02317706167888312, 0.02293329284434848, 0.022688637466000625, 0.022445658588675588, 0.02220444167960518, 0.02196506466192941, 0.02172759829464639, 0.021492106544907814, 0.021256643506466177, 0.021023368141954785, 0.02079232202142788, 0.020561690908001924, 0.020333453169016222, 0.02010587686259799, 0.019880826824904798, 0.019656650244471392, 0.019435104685092797, 0.01921461332817404, 0.018995297786407517, 0.018777270397787503, 0.018560634619702976, 0.01834690057722799, 0.018133286921742844, 0.017921326892096544, 0.01771239683265127, 0.017503917679773568, 0.01729605305244583, 0.017091358877418857, 0.016887442610647285, 0.016685577689645643, 0.01648469016885679, 0.0162859752531595, 0.016088406497455115, 0.015892086424972474, 0.01569710916735963, 0.015501633050213452, 0.015311519991819919, 0.015126530758828256, 0.014937561107702405, 0.014745120995347487, 0.01456646751279885, 0.01437618995065528, 0.014199222939948037, 0.014019240462808908, 0.013836666297199028, 0.013659194128361623, 0.013479503774887214, 0.013304854547812411, 0.013135017584466646, 0.012963261505546195, 0.012789920602863708, 0.012621461484176418, 0.012451682155746064, 0.012286682278649382, 0.012120596594092965, 0.011959179114819975, 0.011796882899526817, 0.011639136716443411, 0.011480694241714705, 0.011321781627911896, 0.011162612049031222, 0.011008002021223713, 0.010857741678038716, 0.010702908804410587, 0.01055252829643201, 0.010406394793312228, 0.010256315844899366, 0.010110555623390699, 0.009965142428491135, 0.009820209597948472, 0.009679437564248095, 0.009535723602004116, 0.009396189783365066, 0.00926064210324308, 0.00912256673128256, 0.008985407743353116, 0.008852228749320656, 0.008717052321024384, 0.008585828795674154, 0.008455644360166362, 0.008326561098927824, 0.008198635297340646, 0.008071917745426819, 0.007946454036866836, 0.007822284861930375, 0.0076971635216484275, 0.007575754421666847, 0.00745573336489845, 0.007337124237316877, 0.007217922586533839, 0.007100290182591571, 0.006986141079884061, 0.006871612868082326, 0.006756879095398222, 0.006645581675657793, 0.006534182271391231, 0.006424466594915612, 0.006316424908231382, 0.006208505506325411, 0.006102328791443679, 0.005996428028685777, 0.005892320158857254, 0.005789981078229061, 0.005688065611380234, 0.0055879492531959235, 0.005488361399656297, 0.005389386248173739, 0.005292267287028297, 0.005195837606039855, 0.005101260490136824, 0.005007434944134357, 0.004914420342522218, 0.0048222708016607396, 0.004732001161460999, 0.0046416940002695075, 0.004553292312591694, 0.004465868461708192, 0.0043794564871507125, 0.0042940866059621875, 0.004208987856047811, 0.004125803846089317, 0.004043731101383556, 0.003962062744734092, 0.0038815832788413832, 0.003802302318040704, 0.003724227141887287, 0.003646727473092924, 0.003570482730955628, 0.003495492201350576, 0.0034211779199976445, 0.003347592219932747, 0.003275321133810985, 0.0032043546225404475, 0.003133674180722575, 0.0030643415652004667, 0.0029958698447362427, 0.0029282892413059524, 0.002861626523120297, 0.0027959052023164305, 0.0027315564596200287, 0.0026677624877025972, 0.002604963243495069, 0.0025431710764612855, 0.002482038371882054, 0.0024219551150463717, 0.0023629258818532455, 0.002304631615196566, 0.0022474174598854603, 0.0021909820432022397, 0.002135353819806572, 0.0020805579495509893, 0.002027423349200959, 0.001974585852695063, 0.0019211205575038611, 0.0018720240930289022, 0.0018199685760587542, 0.0017720911146623397, 0.0017215811259408084, 0.001675058227497956, 0.0016281982345026375, 0.0015811403763635193, 0.0015377173847867763, 0.0014922823643675313, 0.0014485916044618059, 0.0014065558205114202, 0.0013645047040587491, 0.0013240660832521665, 0.001283691431329664, 0.0012434741216673358, 0.0012048520546186813, 0.0011664443028289357, 0.0011295737030209297, 0.0010941605445203837, 0.0010578327148940236, 0.0010230006137502108, 0.0009895853277481046, 0.0009554885735092405, 0.0009238005111924432, 0.0008915364688784345, 0.0008606425446773646, 0.000830193965572211, 0.0008002309438795913, 0.0007715679108348003, 0.0007433895768463679, 0.0007157274278711202, 0.0006892891808559728, 0.0006633579673255104, 0.0006379578750273716, 0.000613109864065551, 0.0005888319124395494, 0.0005656772998707275, 0.0005425565685545441, 0.0005205326758090533, 0.0004990777348669194, 0.0004781997281369855, 0.00045790451239937176, 0.0004381959566971531, 0.0004190760780267822, 0.00040090648346414727, 0.00038294484995780176, 0.00036556890998069126, 0.00034877454490666937, 0.0003325564089134918, 0.0003169080410249482, 0.0003018219722177303, 0.0002872898274982623, 0.00027330242290336896, 0.00025962830546655215, 0.00024671228110716115, 0.00023411142068494536, 0.00022184794879418258, 0.00021029108038000786, 0.00019906462386392075, 0.00018833904624643665, 0.0001780987167704345, 0.00016819079387988905, 0.0001587535933036671, 0.00014977028021184212, 0.00014111091385535804, 0.00013278057738612043, 0.000124881592436002, 0.00011739583728685764, 0.00011021893311155336, 0.00010335093674376386, 9.686589588278678e-05, 9.067535614339629e-05, 8.477632886297298e-05, 7.916475238894837e-05, 7.389204306646019e-05, 6.888772771868995e-05, 6.414593155781544e-05, 5.970508246941793e-05, 5.546474988906799e-05, 5.150435173853749e-05, 4.7736052126481915e-05, 4.4193162648312545e-05, 4.08972541954921e-05, 3.7776980508674374e-05, 3.485623468339852e-05, 3.212615784798575e-05, 2.955651427086761e-05, 2.718308765382118e-05, 2.4955964283490876e-05, 2.2871268136688707e-05, 2.0954337766985005e-05, 1.9151700472076488e-05, 1.7499394245926622e-05, 1.5951924392608378e-05, 1.4527819208247977e-05, 1.3209743813518953e-05, 1.2000796925959602e-05, 1.0885856606414726e-05, 9.859868395956725e-06, 8.917781023043776e-06, 8.054585785836697e-06, 7.265351004943059e-06, 6.5452517394479764e-06, 5.889594997996116e-06, 5.290393445377313e-06, 4.750551933973535e-06, 4.259296700105983e-06, 3.813567999985321e-06, 3.412448513444098e-06, 3.0521808686578547e-06, 2.7275796508312265e-06, 2.4359400119983954e-06, 2.1759209682247263e-06, 1.943419862536364e-06, 1.7322117914074877e-06], 'MSE': 22114.936523918615, 'R_2': 0.8395914594380881, 'U_norm': [-159.79787228889955, -15.796596431842984, -0.04673742663557887, -0.030912698839860173, -0.04564028758369904, -0.04672627126388372, -0.05695770920227238, 52.626406820126576, 90.6149274768134, 42.248070883648744, -0.0658378271953604, -0.06292202967977989, -0.058804271986219556, -0.053663650601697, -0.047576000839566084, -0.04178501831287002, -0.03404256483364817, -0.024912475198127577, -0.018467017225216258, -4.643433708400138, -3.822125203236469, -0.021176354232939926, 0.001256059160505389, 0.0036053567772060305, 0.005590720209401491, 0.007206709952356298, 0.008717901747368837, 0.009909060435137469, 0.010825631989679405, 0.011497210649472286, 0.011942599549050182, 0.012175251399163058, 0.012207960238914682, 0.012056092934325465, 0.011739161295833645, 0.01128082116798754, 0.010708002193083752, 0.010056706148790177, 0.009307558278524383, 0.008594308184612315, 0.007890180328580023, 0.007163829485636332, 0.006403306805601732, 0.005708253066108412, 0.005088342285056941, 0.004496911287135176, 0.0039772435442656275, 0.0035115091458225124, 0.0030795495543987726, 0.0026850239246376173, 0.0023385477000880586, 0.0020356908606434868, 0.0017662164685581553, 0.0015263073708957837, 0.001312461047554278, 0.001121540325915724, 0.0009507863986409177, 0.0007978063217139603, 0.0006605449207334832, 0.0005372486977108933, 0.00042642715674761765, 0.00032681509496047334, 0.00023733790976185717, 0.00015708086119343943, 8.526247192934221e-05, 2.1211788267452042e-05, -3.565099654671523e-05, -8.583111446616608e-05, -0.0001297734999837868, -0.0001678751810464568, -0.0002004960736959647, -0.00022796836102461783, -0.0002506045525434115, -0.00026870426333627844, -0.0002825597252056487, -0.00029246004098173594, -0.00029869420753227176, -0.0003015529622054203, -0.0003013295384505577, -0.00029831944873441645, -0.00029281943841309596, -0.0002851257732794074, -0.00027553203469273826, -0.0002643265972443848, -0.00025178995692294153, -0.00023819206409175035, -0.00022378979385874603, -0.00020882466364177492, -0.00019352088093524232, -0.00017808377903376715, -0.00016269867365333705, -0.00014753015095088153, -0.0001327217786270107, -0.00011839621559050493, -0.00010465568387286813, -9.158275719983913e-05, -7.924141574209019e-05, -6.767831317703015e-05, -5.6924203402583404e-05, -4.6995475313509634e-05, -3.789574855912845e-05, -2.96174877903467e-05, -2.2143598564524573e-05, -1.544897377586537e-05, -9.501965767438124e-06, -4.2657642714040165e-06, 3.003337886904488e-07, 4.2397720962613334e-06, 7.597705769399982e-06, 1.0420096410270282e-05, 1.2752929889893592e-05, 1.4641552712053442e-05, 1.613012076088184e-05, 1.726115286743315e-05, 1.8075180769911815e-05, 1.861048624095351e-05, 1.8902916231471345e-05, 1.8985766325563717e-05, 1.8889723732903646e-05, 1.8642860730986738e-05, 1.8270670581923655e-05, 1.7796137978184942e-05, 1.7239837169939988e-05, 1.6620051210864488e-05, 1.5952906680281543e-05, 1.5252518849728261e-05, 1.453114287688062e-05, 1.3799327329318933e-05, 1.3066066812287148e-05, 1.2338951089031808e-05, 1.1624308659608195e-05, 1.0927342915789445e-05, 1.0252259992651189e-05, 9.602387167762467e-06, 8.980281565004548e-06, 8.387828800691025e-06, 7.826331791965843e-06, 7.29658998993991e-06, 6.798969547660288e-06, 6.333465044721389e-06, 5.899753673422936e-06, 5.4972426509849045e-06, 5.1251109202068786e-06, 4.7823459152954685e-06, 4.467776517478429e-06, 4.180102893425282e-06, 3.917923960036626e-06, 3.6797630693283376e-06, 3.464092234691803e-06, 3.269355086656486e-06]}, 'iteration_30': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24412.91257362461, -2770.7278048281983, -8.986015993100617, -4.152106167101328, -6.233735462516283, -6.398339024058992, -7.974089331716689, 8853.70008907392, 13903.457203279475, 5952.372053998583, -8.845071360193126, -8.095354294312145, -7.141903964453957, -6.028115531782397, -4.806838938820176, -3.706706632705245, -2.3374839868137434, -0.9223115323725857, -1.275814353703284, -813.0473087745496, -524.5863030477808, -4.049224571945274, 2.005489857437551, 2.1513771180686123, 2.1444387842313377, 2.108023156978494, 2.091620502467593, 2.06949344060728, 2.0479186199845505, 2.028110410411585, 2.007381348940561, 1.9812105514554588, 1.9449754222510434, 1.895151920444649, 1.829931415231361, 1.7493569891963912, 1.655086655489657, 1.5510177640494593, 1.433326540772521, 1.322820776825653, 1.2138925890531016, 1.1024738927717326, 0.9864201403742298, 0.8814590353945643, 0.7884408513915714, 0.700105350054222, 0.6232298386032359, 0.5539542611209042, 0.4895716379743836, 0.4304996850985532, 0.37794021248618476, 0.3317210341410496, 0.2899820545795844, 0.2521773867441877, 0.21784346964671056, 0.18659658914340504, 0.15812464213216787, 0.1321758881852335, 0.1085467839048938, 0.0870703631706332, 0.06760606663873568, 0.050031466097709955, 0.034235983963117375, 0.020116471507586327, 0.007574367392739137, -0.003485905461190213, -0.013157652998613746, -0.02153204844124105, -0.02869795576979599, -0.034741633553237526, -0.039746450785624665, -0.04379269002491667, -0.04695746799000767, -0.049314770604406456, -0.05093557828140774, -0.051888046532814376, -0.05223770424304424, -0.052047635643618764, -0.051378619192857106, -0.05028920582032319, -0.04883572854536117, -0.047072244231652675, -0.04505041559347972, -0.04281934693584941, -0.04042539055168525, -0.03791194184341957, -0.0353192409289182, -0.03268419661987114, -0.03004024588453254, -0.027417258675474027, -0.024841494391913667, -0.022335612842019754, -0.01991873941284443, -0.017606581497948737, -0.015411590961592336, -0.013343165996989061, -0.011407884529706563, -0.009609760984559722, -0.007950518110425164, -0.006429866010280594, -0.005045781171401355, -0.0037947791655949963, -0.002672175789425803, -0.0016723323672995563, -0.0007888820891235836, -1.4935201558388093e-05, 0.0006567382084301516, 0.0012335482753890225, 0.0017229480490249208, 0.0021323180362070432, 0.002468871339576612, 0.002739577856060345, 0.002951105756673814, 0.00310977839122255, 0.003221544689278035, 0.0032919611884603818, 0.0033261838787215212, 0.003328968179953115, 0.0033046754921742154, 0.003257284929636553, 0.0031904090089552406, 0.003107312184043949, 0.0030109313263825517, 0.0029038973449757883, 0.002788557281099246, 0.002666996370925075, 0.00254105963655995, 0.0024123726823635024, 0.00228236144400398, 0.002152270710020825, 0.0020231813076018778, 0.001896025849860416, 0.001771603089340429, 0.001650590806758881, 0.0015335573575197912, 0.0014209719149742275, 0.0013132135122202436, 0.0012105789947035237, 0.0011132900439065393, 0.0010214993723467564, 0.0009352962935609018, 0.0008547117763502466, 0.0007797231995878246, 0.0007102589276230646, 0.0006462028481064251, 0.0005873990032182313, 0.0005336564019680228, 0.00048475402210422134, 0.0004404460432927428, 0.0004004672369156732], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [150.35527217958165, 8620.235858670405, 3184.131287539099, 798.7514796346248, -47.5438928470453, -302.5131630824937, -344.53196240627926, -315.5319979444451, -267.587840825422, -219.00561048982678, -175.587945858113, -138.56345023959975, -107.8102858026419, -82.37923463429333, -61.690044535022686, -44.842782150999525, -31.22505760649778, -20.369394121503795, -11.710805552896746, -4.862547207010327, 0.5036485957275453, 4.640079343688807, 7.832512212667662, 10.227977536473169, 12.015338626420576, 13.306685257801506, 14.207942480835285, 14.804745257197728, 15.167401300711063, 15.347405503364081, 15.388925146992808, 15.325842899167547, 15.184813488201026, 14.987621417429697, 14.749581445226678, 14.483060887756205, 14.197585747636838, 13.900415840594137, 13.597020928094778, 13.290042464479198, 12.985355217096556, 12.682303385617944, 12.383843483657063, 12.089764681862865, 11.80210251264918, 11.520117523408016, 11.244174940062845, 10.974491862935311, 10.712190196036385, 10.455225669786312, 10.204628683455741, 9.96032915301273, 9.721378719637883, 9.488582876449568, 9.261806240334712, 9.039415456244967, 8.820027784202395, 8.610677202491479, 8.40347543084421, 8.20495418536849, 8.002545671922377, 7.814494098993054, 7.622989829349006, 7.43949465015293, 7.258434467432067, 7.084819655062949, 6.913525393111776, 6.744687540615261, 6.578423040407841, 6.414831268612704, 6.257934054705402, 6.103537210239289, 5.951714126739983, 5.806005632071673, 5.659356237381399, 5.518636289623659, 5.3804078326924545, 5.2447036961364, 5.111547679374201, 4.980955345937222, 4.852934774112774, 4.72999662555271, 4.607016857370564, 4.486599178464719, 4.36872821193378, 4.255517500897738, 4.14259194386655, 4.032146232376968, 3.9241501804432173, 3.818571003621907, 3.713630368332343, 3.6128463253785883, 3.512757318198506, 3.416603058013771, 3.3197000571573296, 3.226633383950385, 3.135808601567894, 3.045859855775095, 2.9568923721096656, 2.871427070662301, 2.7869264752850875, 2.7034729862133324, 2.622215341570811, 2.5430894299830196, 2.46503911973767, 2.389074700402954, 2.3142145855293994, 2.240503986490023, 2.168827752519573, 2.09830504322941, 2.0289661576870985, 1.9615863708182664, 1.8953759987872234, 1.8303536725570049, 1.7665336940500405, 1.7045656813397199, 1.6431524781802882, 1.5835529785462834, 1.5245641841572846, 1.467342391719099, 1.4107722673728944, 1.3559159873450364, 1.3017397111336333, 1.2487556517858203, 1.196951350323504, 1.1458851888560604, 1.096003664777638, 1.047288628846089, 0.9993421844633157, 0.9525536229703906, 0.9069009587086342, 0.8616905007105344, 0.8179464570672851, 0.77467588676513, 0.7325225332206391, 0.6911736847659363, 0.6506363209399504, 0.6109150361469242, 0.5720122454464474, 0.5341706926774454, 0.49689464438737635, 0.46043354026429034, 0.4247829069380904, 0.389731337017031, 0.3554940894490359, 0.32206215565620094, 0.28942565991620983, 0.2573996807990048, 0.22599414385157915, 0.1952167506604931, 0.16522690955506542, 0.13586200233663398, 0.10712480965198552, 0.07901651622376892, 0.052056983027168637, 0.02530754846995157, -0.0015441146423118867, -0.027266512875796, -0.05192489756750313, -0.07663189945550748, -0.10030563135765873, -0.12397071633337108, -0.14756036324635075, -0.16924651591888012, -0.1908940440488774, -0.2124460665869528, -0.23307446314396923, -0.253575501321344, -0.27390286711765305, -0.292656871365031, -0.31192744899219194, -0.33034662582302166, -0.3479639750559649, -0.36539381007035454, -0.3826045445557917, -0.3995676303593714, -0.4157632117141249, -0.43123617491117744, -0.44647972954810505, -0.46147206627572046, -0.47619374707631545, -0.4902359758965283, -0.5040122879483866, -0.5175078109153441, -0.5307095935431384, -0.5432837333144441, -0.5555748632764528, -0.5675734418223795, -0.5789930695920821, -0.5903977329303874, -0.6012378896983037, -0.6117863425634618, -0.6220386912955609, -0.6319916211719848, -0.6414384070894952, -0.6507971892262, -0.6596682155977419, -0.6684289090695915, -0.6767217301910882, -0.6848864690374892, -0.692604265681532, -0.7001802138379707, -0.7073308068498846, -0.714329220358776, -0.7210405204331867, -0.7273595870860305, -0.7335164424795486, -0.739399589106738, -0.7451046236106396, -0.7504499184122185, -0.7556166824713639, -0.7605206019339894, -0.7651679653901461, -0.7696293192552783, -0.7738376374569742, -0.7777998985025608, -0.7815741260070428, -0.7851081395332572, -0.7884092777688354, -0.7915245127259392, -0.7944143252466982, -0.7971192355623676, -0.7996372019141392, -0.8019399550337774, -0.8040594764175866, -0.8059738756854868, -0.8077098665025533, -0.8092677514391513, -0.8106483255764179, -0.8118408104989171, -0.8128630164860465, -0.8137246502420795, -0.8144037163186476, -0.8149265887804068, -0.8152878695622188, -0.8154904101709547, -0.8155372707751872, -0.815431691997049, -0.8151770686191339, -0.814772708231913, -0.81422952223193, -0.813541775863416, -0.8127101893365591, -0.8117528229102442, -0.8106579153508731, -0.8094270222471975, -0.8080839547730325, -0.8066002021805259, -0.8050006039676358, -0.8032765952219229, -0.8014443512974587, -0.7994800875286701, -0.7974143452942958, -0.7952365510595285, -0.7929498186355379, -0.7905573656087167, -0.7880624935563058, -0.785468569709195, -0.782779010031439, -0.7799972636761413, -0.777109608413585, -0.7741363376301705, -0.7710634614826241, -0.7679117719650425, -0.764667049183355, -0.761350418250008, -0.7579295242303417, -0.7544615172526362, -0.7508598911048404, -0.7472541115334264, -0.7434673450112456, -0.7396833556051846, -0.7359052932740148, -0.7319567171742298, -0.7280205401709056, -0.723921404837183, -0.719841037760056, -0.7156056220725554, -0.7113951501617967, -0.7072114682313343, -0.7028836596678373, -0.6984170341324304, -0.6939867969934569, -0.6894259608876703, -0.6849067494134202, -0.6802650605828137, -0.6756698394263181, -0.67096009606139, -0.6663012540613991, -0.6615356229828592, -0.6566688337318289, -0.6518606917373675, -0.6469588245991895, -0.6421190362206278, -0.6371926147265943, -0.6321849709186562, -0.6272457367746515, -0.6220896802345629, -0.6171486288800726, -0.6120011056866995, -0.6069303887345596, -0.6018012689966884, -0.5966186005203957, -0.5913871467226448, -0.5862392131132407, -0.5810475106342611, -0.5758164635438624, -0.5705503845292382, -0.5652534684420888, -0.5600470788047643, -0.5546985030806657, -0.5494441251045312, -0.5441703612921175, -0.5388807928198336, -0.5334716802797543, -0.5281627047685497, -0.5228478742775452, -0.5175302478178418, -0.5122127542289356, -0.5068007390248727, -0.5014936621454689, -0.4961010284499547, -0.4908144593519842, -0.48545070047912237, -0.4801055373842389, -0.47478095285749794, -0.46947881435973204, -0.4641179732784109, -0.4587864036736001, -0.45348555875180074, -0.4481389906339862, -0.44282903876149576, -0.43755676933998794, -0.43232315964835893, -0.42698641352488376, -0.4217659801920731, -0.416521328978334, -0.411257519662619, -0.40604463904208754, -0.4008191317210811, -0.39564781642582264, -0.3904697713949218, -0.3853486679179062, -0.3801679349155216, -0.37504908075006127, -0.36993613174990014, -0.3648867200597575, -0.3597942950805803, -0.35476914113609753, -0.3497094283500216, -0.34472009959203126, -0.3397038892189161, -0.3347605961788223, -0.3298431830927694, -0.3249090360297327, -0.3200070076681058, -0.3151388456514154, -0.31030616297559555, -0.3054699668687694, -0.3007135711090917, -0.29591974065716553, -0.29117042808321014, -0.286466519362313, -0.2817731560677297, -0.2771284794397988, -0.2724991727074505, -0.26788828443561125, -0.26333079770187123, -0.2587642809414759, -0.2542546794363062, -0.24977221979773961, -0.2453190884699342, -0.2408973083657892, -0.2365087454078934, -0.23212843652421775, -0.22781201914513577, -0.2235082488987365, -0.21924505654002993, -0.21499963915460032, -0.21079823105385823, -0.20661903235747414, -0.20248666951971442, -0.19835888643828642, -0.19430222828324095, -0.19021399677044518, -0.18621939465713375, -0.1823343468453655, -0.17836789593597002, -0.17433115802333207, -0.17058618453726335, -0.16677138380371048, -0.16289674998531303, -0.15913310978282, -0.15531891446546325, -0.15161509274620338, -0.14801677152034012, -0.14437577006519386, -0.1408394081353467, -0.13726767975319967, -0.13366795519430377, -0.13017465760117683, -0.12678301977124565, -0.12336835721862884, -0.11993692139060856, -0.11660767790734902, -0.11326628987692086, -0.10991819423319804, -0.10667161136531217, -0.1035219186660063, -0.10027062302540901, -0.0972133722054881, -0.09406335494358833, -0.09101000301221293, -0.0879631514319513, -0.08492645591405386, -0.08198376792110981, -0.07905275261567894, -0.07613651021767161, -0.07323791901312927, -0.0704304672112344, -0.06764126926781538, -0.06487273962197869, -0.06212710129995313, -0.05946866025598207, -0.05677272141981793, -0.05416363933368036, -0.05158083027619561, -0.04902582335230564, -0.046500000105801687, -0.04400460160685009, -0.04154073554236091, -0.03910938326104022, -0.03671140673158087, -0.03434755537857472, -0.032018472766363146, -0.0297247031061854, -0.02746669756664109, -0.025244820371675657, -0.023021675740754154, -0.0208741003305813, -0.018728083438320775, -0.01662125395486901, -0.014553506231188363, -0.012524683701337566, -0.010534583307237472, -0.008553464090194687, -0.006612583415850951, -0.004684058186779281, -0.0027968222736718786, -0.0009502954313326925, 0.0008807544929874008, 0.0026705526895827157, 0.004419816276123939, 0.0061734228847084354, 0.007863493731561706, 0.009554741693449774, 0.011184253961107114, 0.012812237502099227, 0.014398733900155948, 0.015962404469577543, 0.017502286682099747, 0.019001196000426407, 0.020475966028324962, 0.021925901686756993, 0.023350405025708825, 0.02474896939419627, 0.02612117372230087, 0.027453741850787014, 0.028772781824901738, 0.030064639750156635, 0.03132918317752569, 0.03256633913234459, 0.03378667213072926, 0.03496862742682338, 0.03613305423500471, 0.03727888887926832, 0.03838724776592294, 0.03947671874761436, 0.040546504057740004, 0.041588004289956806, 0.042609186481596284, 0.043602253742137984, 0.04457461623709269, 0.045525861733405074, 0.04644929237646417, 0.047357639669152816, 0.04823823622921178, 0.04909727238809929, 0.04993463468973761, 0.05075533878634434, 0.05154899017650906, 0.05232556111320627, 0.05308007323936593, 0.0538126609169627, 0.05452750225750835, 0.055220404623575046, 0.05589525247129634, 0.05654832631739491, 0.05718323060507697, 0.05779980673595542, 0.05839794921293558, 0.058983247696200426, 0.0595333931105798, 0.06008143308669968, 0.0606008954438569, 0.061116245996946116, 0.06160381343987733, 0.06206523125105991, 0.06252130550061427, 0.06295205718335697, 0.0633761452366312, 0.06379198840644795, 0.0641678155974022, 0.06455068601646255, 0.06490984187915261, 0.06524673834863272, 0.0655744745186256, 0.06588105206237695, 0.06617801424822972, 0.06646447440354834, 0.06673080530048923, 0.06697826800153739, 0.06722324963732955, 0.06744230784954941, 0.06765768605159778, 0.06785539764089407, 0.06804198865763648, 0.06821215429519026, 0.06837141941815293, 0.06851946555387772, 0.0686524461016646, 0.06877774520148663, 0.06888559458702308, 0.06898541171714882, 0.06907180332045858, 0.06914746965049937, 0.0692123452655149, 0.06926640311795962, 0.06930965167203064, 0.06934150567173931, 0.06936316418782637, 0.06937468588559415, 0.06937615534296175, 0.06936768065675145, 0.06934939113657171, 0.0693214350957139, 0.06928482751380458, 0.06923821495285598, 0.06918363250764542, 0.06911909395510052, 0.0690458266187524, 0.06896562924498746, 0.06887569807377056, 0.06877771663472641, 0.06867192406006539, 0.06855856241175731, 0.06843578641846586, 0.0683079390790335, 0.06817101860805551, 0.06802737780122002, 0.06787727755537974, 0.06772097555463794, 0.0675562421162173, 0.06738571864173963, 0.06720709343641075, 0.06702311924418139, 0.06683405780527552, 0.06663749350959149, 0.06643629475539758, 0.06622799735329017, 0.06601552489796236, 0.06579637585205411, 0.06557351043867626, 0.06534440016361763, 0.06510925699865534, 0.06487107002500776, 0.06462729171524803, 0.06437814312261769, 0.06412384884442832, 0.06386738962710557, 0.06360347700986545, 0.06333783408546793, 0.06306793050781215, 0.06279128429094391, 0.06251354256079683, 0.062232205043474514, 0.06194483726080658, 0.06165697550102482, 0.06136355033694629, 0.06106742212899001, 0.06076879541215432, 0.060465331981831676, 0.060159814947215805, 0.05985243543213364, 0.05954091983415708, 0.05922796146302302, 0.05891133215579736, 0.05859128656066226, 0.05827042030246695, 0.057946575950089715, 0.057619994358946124, 0.05729316585551972, 0.056961781362750666, 0.05663054346572546, 0.05629525429127261, 0.05596048066082572, 0.055622136638297834, 0.05528258356501913, 0.05494201431707783, 0.05460061494442223, 0.05425659170382839, 0.05391215258534708, 0.05356555262185519, 0.05321892224864953, 0.05287056459913148, 0.052520716330504834, 0.05216960617163167, 0.05182271817337652, 0.05147481862973172, 0.05111595008474915, 0.05076348996021078, 0.05040093160898553, 0.05004502465222222, 0.04969558222655856, 0.049336971550375225, 0.04898502836328128, 0.04862468274618227, 0.04827117426052289, 0.047909986260632025, 0.04755577264943771, 0.04720831936117001, 0.04684042578558322, 0.04649315111468806, 0.04612658862366996, 0.04578017751086269, 0.045415573686111176, 0.04505844985885507, 0.04470855721866051, 0.04435395566571607, 0.04399512900899798, 0.0436437595596514, 0.04328860932759628, 0.04293011980433353, 0.04257923420047723, 0.04222538954236515, 0.041879060677978856, 0.04152026026999977, 0.04117894162194874, 0.040825886041676945, 0.040471297959233, 0.04012452966772318, 0.039776469045829085, 0.03943605410976617, 0.039086122176144995, 0.03874402852493485, 0.038401415634268014, 0.038058543133939714, 0.037715657429342006, 0.03737299191424524, 0.037038122490526265, 0.03669637613443149, 0.036362498393353836, 0.036022467968453493, 0.03569034370900829, 0.03535927607037392, 0.03502303479183654, 0.03469470024332737, 0.034367869822718555, 0.034036724275621766, 0.03370761706600492, 0.033386319773436215, 0.03306145459071391, 0.03273891586526739, 0.032418782868222494, 0.032095984061063676, 0.031780995319664926, 0.03146370747802506, 0.03114930762562228, 0.030833172879069882, 0.03052477054327438, 0.03021491556239161, 0.02990395729017835, 0.02959644463148698, 0.029292375284484706, 0.028987732100700117, 0.02868671639843393, 0.028385494816773073, 0.02808804859319082, 0.027790720859193343, 0.027493750595698006, 0.027200805063858222, 0.02690847632020464, 0.02661696660667956, 0.026329651654313432, 0.026043357863193384, 0.025758254738952532, 0.025474500045313184, 0.025192240240704315, 0.024911610924032684, 0.02463546270228785, 0.024358389045100237, 0.024083293757182718, 0.02381027350341657, 0.02353941633511994, 0.023270802126126755, 0.023004502999708885, 0.022738319267040834, 0.022474692280252014, 0.022213668577469356, 0.021953199080865547, 0.021695518596675015, 0.021438672141826088, 0.021184764717213894, 0.020931931792371315, 0.02068215575303503, 0.020433658911219708, 0.020186579293193455, 0.01994104430774536, 0.01969717119849707, 0.01945665962693115, 0.019216380307836987, 0.018978059256280214, 0.018743243350108182, 0.018509034183602596, 0.01827561751865477, 0.0180458634287563, 0.017817086282214144, 0.017590715418128483, 0.01736554701241308, 0.017142921111200783, 0.01692168799168779, 0.016701963440081787, 0.01648385362982616, 0.01626530075154122, 0.016052857531958193, 0.015846250299135244, 0.015635312896195498, 0.015420624733099348, 0.015221431329103058, 0.015009401711936826, 0.014812322431153456, 0.014612004931594326, 0.014408929827540209, 0.014211655413944655, 0.014012045079931335, 0.013818163197703256, 0.013629748197630364, 0.013439332466479373, 0.013247293995796832, 0.01306079651913077, 0.012872973226543953, 0.012690571323478674, 0.012507105937891274, 0.012328932182345848, 0.0121499259995816, 0.011976073813508807, 0.011801592086215557, 0.011626734874287389, 0.011451741329868611, 0.011281904458068022, 0.011116984835834736, 0.01094719365567715, 0.010782431378704438, 0.010622463851551465, 0.010458326147692062, 0.010299059511330328, 0.01014032065905555, 0.009982257412327148, 0.00982887987558419, 0.009672450946851418, 0.009520724336894333, 0.009373479251712027, 0.009223640792938602, 0.009074952623027306, 0.008930731025499367, 0.008784503058712055, 0.008642705577339298, 0.00850218461492666, 0.008363006774561171, 0.00822523206730142, 0.008088914263667233, 0.007954101239532387, 0.007820835314793786, 0.007686707965700317, 0.007556717394481718, 0.007428368561559933, 0.0073016848084388455, 0.007174526893164625, 0.007049202210768376, 0.006927742994858497, 0.006806036367292095, 0.006684271168603676, 0.00656630894679083, 0.006448395631975892, 0.006332421116433191, 0.006218371011585804, 0.00610460651884095, 0.005992834785169036, 0.0058815103931491265, 0.00577222639079758, 0.00566495247431105, 0.005558276604293001, 0.005453636374739913, 0.00534970132387512, 0.005246559560241349, 0.005145504009099547, 0.005045317305776047, 0.004947204824654982, 0.004850020966891625, 0.004753826201702342, 0.004658675148886491, 0.004565611698193653, 0.004472657225225862, 0.004381809686086267, 0.004292111222874672, 0.004203594347294849, 0.004116287381583625, 0.004029401054117111, 0.003944610420609204, 0.0038610912226172208, 0.0037781226388657906, 0.0036964999289895648, 0.003616229020942224, 0.0035373133597006055, 0.003459113517070373, 0.003382312504485114, 0.003306905238735417, 0.0032323076406555384, 0.0031585706729216905, 0.0030862782789158162, 0.0030154155563131392, 0.0029449633035195317, 0.0028759775028337565, 0.002807969747912856, 0.002740967318365681, 0.0026749938254927324, 0.002610069437906745, 0.00254661575105572, 0.0024838229774627194, 0.002422121788624774, 0.002361520692133645, 0.002301676017425271, 0.002242966630156951, 0.002185393007369696, 0.002128640783982674, 0.002073042699924391, 0.002018302477636534, 0.0019644450078063914, 0.0019114917721391568, 0.0018602386221023524, 0.0018093659237121468, 0.0017579855338416541, 0.0017108906603634263, 0.0016610498207417104, 0.0016152945761680583, 0.0015671134816838943, 0.0015228186513883885, 0.001478284597672223, 0.001433646331710204, 0.0013925317244037607, 0.0013495910489358437, 0.0013083762699067363, 0.0012687954406458083, 0.0012292727037092816, 0.0011913350156517284, 0.0011535264149618275, 0.0011159348832249921, 0.0010799010167000498, 0.0010441328580625489, 0.0010098589144008879, 0.0009769985524236472, 0.0009433502973581797, 0.0009111462817672307, 0.0008803072353911949, 0.0008488957830566116, 0.0008197553881141071, 0.0007901377545067101, 0.0007618283072203882, 0.0007339761038873224, 0.0007066165487933724, 0.0006804898656943011, 0.0006548494855342013, 0.000629722504842027, 0.0006057484875030554, 0.0005822741301434592, 0.0005593195991695111, 0.0005369020946528063, 0.0005150360061740228, 0.000494216524497351, 0.0004734621642775635, 0.00045372525300827756, 0.0004345296996569111, 0.0004158807890955769, 0.0003977818705278454, 0.00038023449656434213, 0.00036323855894839803, 0.0003471128308442954, 0.0003311966446945714, 0.00031582363449375155, 0.0003009882999465291, 0.0002866840908897463, 0.00027290351428305436, 0.000259638235716359, 0.0002468791754187991, 0.00023461659879899088, 0.00022264639912797094, 0.00021135635199686904, 0.00020035768976386554, 0.0001896690158125773, 0.00017961060169794868, 0.00016985352399258188, 0.00016054481572233133, 0.00015166951277863488, 0.00014309405864554263, 0.0001349371081888997, 0.0001271828433699562, 0.00011971809522394659, 0.00011254645556373378, 0.00010575504246987594, 9.932716823563036e-05, 9.317230670552255e-05, 8.728978091866118e-05, 8.174216979997033e-05, 7.64529877738216e-05, 7.1419009945041e-05, 6.663611046688373e-05, 6.21473817556104e-05, 5.789212987789574e-05, 5.386477632636738e-05, 5.009732940674132e-05, 4.650404971775572e-05, 4.3151728990991406e-05, 3.996552258669334e-05, 3.697317737750423e-05, 3.419241773519085e-05, 3.156262299615119e-05, 2.9103567892624228e-05, 2.680741109916835e-05, 2.4648390418323208e-05, 2.265623167757661e-05, 2.0788717491590512e-05, 1.9042342078507046e-05, 1.7438049063013046e-05, 1.5930837564647146e-05, 1.4550610183786346e-05, 1.3259144731193608e-05, 1.2071715444233884e-05, 1.0973677235699745e-05, 9.96743554962939e-06, 9.040240459240396e-06, 8.187746049269952e-06, 7.405622386761772e-06, 6.689587977841981e-06, 6.035437975547973e-06, 5.439068328984181e-06, 4.896496094072729e-06, 4.401026776361681e-06, 3.954981594751212e-06, 3.549384664458387e-06, 3.181647762555182e-06, 2.850954900217847e-06, 2.5541527437190457e-06, 2.2869209344450447e-06, 2.0469904183046217e-06, 1.8332185303056562e-06, 1.6421968607966478e-06, 1.4687834883973752e-06], 'MSE': 21765.87505106966, 'R_2': 0.8421233428719626, 'U_norm': [-162.36818480911532, -18.427872664244973, -0.05976522060058324, -0.027615301511190446, -0.04146003917297867, -0.04255480332372077, -0.05303498328566452, 58.885198886934745, 92.47069975200986, 39.588715307997425, -0.05882780995223229, -0.053841506136970745, -0.047500189880753906, -0.04009247867346224, -0.03196987294376436, -0.024652987461335974, -0.015546405240043503, -0.006134214788514938, -0.008485331692377451, -5.407507821589672, -3.488978447152423, -0.02693104485785682, 0.013338340799083128, 0.01430862443992291, 0.014262478177474279, 0.014020280968194234, 0.013911188321794337, 0.013764023133757759, 0.013620530854762768, 0.013488788154133277, 0.013350920946617733, 0.01317686122023941, 0.012935864487977277, 0.012604492656585147, 0.012170716677914908, 0.011634823090540626, 0.011007839197522924, 0.010315685938575132, 0.009532931720543557, 0.008797967375388668, 0.008073495353878057, 0.00733245917417416, 0.006560595634326512, 0.005862508339756031, 0.005243852386876261, 0.0046563405542305964, 0.004145048130070829, 0.003684302214011564, 0.003256098917005376, 0.0028632164318593547, 0.002513647893617233, 0.002206248108006394, 0.0019286457397211063, 0.0016772101408251095, 0.001448858206999447, 0.0012410378884295768, 0.001051673414188578, 0.0008790904803122635, 0.0007219353371439272, 0.0005790975073560081, 0.0004496421428254771, 0.000332754984032528, 0.00022770058896008345, 0.00013379292428138706, 5.037646699989022e-05, -2.3184457833234368e-05, -8.751042004063246e-05, -0.0001432078048894261, -0.00019086763908327193, -0.0002310636209559455, -0.00026435023052673583, -0.00029126142019351287, -0.00031231008663042456, -0.0003279883038604011, -0.0003387681565160691, -0.00034510294105285106, -0.0003474284844530217, -0.0003461643545224018, -0.0003417147835672767, -0.00033446918879149345, -0.00032480223626851377, -0.00031307345355597715, -0.0002996264449294891, -0.0002847877989042984, -0.000268865800599644, -0.0002521490691100623, -0.00023490523800343176, -0.00021737978461636637, -0.00019979509535296986, -0.00018234983270239683, -0.0001652186456735419, -0.0001485522427043808, -0.0001324778251016017, -0.00011709986139073982, -0.00010250116785155018, -8.874425105992833e-05, -7.587286023387554e-05, -6.391369496805422e-05, -5.287821311728347e-05, -4.276448660136598e-05, -3.355905721096068e-05, -2.523875031342187e-05, -1.7772411674004302e-05, -1.1122538945611963e-05, -5.246787021135899e-06, -9.933274284583663e-08, 4.367909419902625e-06, 8.204223635557516e-06, 1.1459179497608302e-05, 1.418186412336262e-05, 1.6420251238985473e-05, 1.8220697030322555e-05, 1.9627550930098454e-05, 2.068286899478496e-05, 2.142621704403451e-05, 2.189455113233181e-05, 2.2122163306021777e-05, 2.2140681454381678e-05, 2.19791128743567e-05, 2.1663922313086414e-05, 2.1219136308314724e-05, 2.066646646265181e-05, 2.0025445656075295e-05, 1.9313571838418458e-05, 1.854645497962814e-05, 1.7737963806393513e-05, 1.6900369402285217e-05, 1.604448352228312e-05, 1.5179789942049374e-05, 1.431456764325038e-05, 1.345600511468495e-05, 1.2610305086071447e-05, 1.1782779991978583e-05, 1.0977937693743275e-05, 1.01995582743441e-05, 9.450762165443767e-06, 8.73407028362394e-06, 8.05145692244911e-06, 7.404396466419944e-06, 6.793904593374301e-06, 6.220575319974201e-06, 5.684614617057124e-06, 5.1858720334504465e-06, 4.723871126594693e-06, 4.2978396432254426e-06, 3.9067403212785725e-06, 3.549302896079909e-06, 3.224057367616839e-06, 2.9293688059597985e-06, 2.663473198350366e-06]}, 'iteration_31': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24441.847760797355, -3115.3685923328107, -9.314704268259687, -4.944163243064626, -6.562593396660541, -6.391719115586418, -7.6378817930007, 9666.178001123633, 13975.337253926478, 5457.125880388265, -7.138455610427748, -6.171783705596884, -5.119836235616524, -4.046615264083851, -3.0064717494900743, -2.21902153788668, -1.1629124571531904, -0.14094834741926263, 0.45207655687845827, -905.7416512537266, -472.7834371363706, 3.059929682632848, 1.9052436906039885, 2.1515739615951475, 2.2332066134676967, 2.2927785922319113, 2.357612137323971, 2.3906425765107344, 2.3917712170530003, 2.3635597094262986, 2.309481039562678, 2.2336778391827394, 2.140610657662454, 2.0347001943979115, 1.920035876915722, 1.8001964044220475, 1.6781602650007683, 1.5570444189272863, 1.4321308941368498, 1.3217526234812071, 1.2171039882156847, 1.1124285324422751, 1.0034644986988681, 0.9051521198446287, 0.817044252327046, 0.7317893169502672, 0.6561452027364268, 0.5858049352684405, 0.5173554528093608, 0.4563268643628283, 0.3993294432414193, 0.3487686209365056, 0.30276619853260883, 0.26099988106394334, 0.2231492785804918, 0.18890317046764177, 0.15796520865216301, 0.13005801445599072, 0.10492573413779481, 0.08233520582154139, 0.062075948445300504, 0.0439592134192172, 0.02781634483793224, 0.013496681888788676, 0.0008652120510488921, -0.010199847670060743, -0.01980939854943525, -0.028065628626387784, -0.03506392566779074, -0.0408944880269526, -0.04564361249403238, -0.04939465984918957, -0.052228716145833555, -0.05422498068717644, -0.05546092030860057, -0.056012234490707156, -0.05595267722379459, -0.055353780211772355, -0.05428451844425909, -0.052810954025388115, -0.0509958881116454, -0.04889854428918593, -0.046574300485807026, -0.04407448053176905, -0.04144621139830068, -0.03873234753879155, -0.03597146018103571, -0.03319788674548649, -0.030441833549296856, -0.027729524015838565, -0.025083383982026683, -0.022522255971652586, -0.020061634532670982, -0.01771391569607933, -0.01548865429081347, -0.013392823850844664, -0.011431074707816185, -0.009605986716089612, -0.007918313807277198, -0.006367218209987391, -0.004950492813167057, -0.0036647704986384174, -0.002505719706119331, -0.0014682257561512684, -0.0005465576425439714, 0.0002654797968073663, 0.000974408342625319, 0.0015869532939755855, 0.0021099346033706104, 0.0025501718698216092, 0.002914402686880534, 0.0032092137827373604, 0.0034409842365942826, 0.003615840020261071, 0.003739618974015811, 0.0038178453369072116, 0.0038557128255533846, 0.0038580752965729193, 0.0038294439618679066, 0.0037739901778650943, 0.003695552841962732, 0.003597649466723531, 0.003483490066264223, 0.003355993043542363, 0.003217802393238967, 0.0030713055597866145, 0.002918651454724649, 0.0027617681596540295, 0.0026023799906205887, 0.0024420236199379983, 0.002282063071462234, 0.0021237034719596374, 0.001968003483974591, 0.0018158864311814769, 0.0016681501502093686, 0.0015254756836550884, 0.001388434902703969, 0.0012574972271968221, 0.0011330356092150672, 0.001015331944021047, 0.0009045821147435916, 0.0008009008685561116, 0.0007043266859562202, 0.0006148268472169952, 0.0005323028224051766, 0.00045659611803877014, 0.0003874946190958978, 0.00032473946805806984, 0.0002680323967134008, 0.00021704342134774412], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [148.28869502449402, 8660.354436274036, 3173.650310510708, 780.0913398322173, -61.94199910887447, -311.77271317650604, -350.042850334308, -318.5777526230769, -269.0213303053814, -219.3599612977005, -175.2044254442528, -137.67231147232113, -106.57739869598984, -80.9249689566469, -60.106194282878164, -43.19702335467925, -29.567654558880072, -18.736405844337867, -10.127223694968276, -3.3448596686970298, 1.9455183339503845, 6.001705704454949, 9.112004466039279, 11.427073216412525, 13.136472246801766, 14.353930747836893, 15.185992630154413, 15.71855496386319, 16.021603887752626, 16.146870027254106, 16.13797492549868, 16.028785318063807, 15.84536500728666, 15.60938358935918, 15.335611106264032, 15.03612299840712, 14.720172489474422, 14.394770003068533, 14.065161049039821, 13.733677926530675, 13.406249305523962, 13.081853265075514, 12.763419962356702, 12.450541319913667, 12.145239752417682, 11.846616371584197, 11.554969976276293, 11.270457895855996, 10.994200928907617, 10.723995217984914, 10.460882784048806, 10.204751127365963, 9.954572904444214, 9.711161278796247, 9.474345046794095, 9.24239382625381, 9.01384732359536, 8.796005479006011, 8.580634729881929, 8.374502323630743, 8.16454660010738, 7.969671763717087, 7.771401254658827, 7.581590948366913, 7.394456119938137, 7.215158100790142, 7.038387911879605, 6.864275615893261, 6.692931556209315, 6.524447884506908, 6.3629530175492945, 6.204117033910951, 6.048006630313216, 5.8982516166872525, 5.747592434889821, 5.603079777015379, 5.461173917991378, 5.321901824809031, 5.185281516682662, 5.051322908643923, 4.920028602732004, 4.79396754475947, 4.667880698540984, 4.544433577605597, 4.423606257750464, 4.307561381499649, 4.191810959750138, 4.078601609569933, 3.96789967751873, 3.8596691784799795, 3.752084836665927, 3.648751550699992, 3.546118692877741, 3.4475070958637093, 3.3481122420776877, 3.252635989057183, 3.1594425053364574, 3.067129602642224, 2.9758043263384972, 2.8880544934919476, 2.8012750669844895, 2.715550224799045, 2.6320601203390876, 2.550739597928809, 2.470503650560716, 2.392391385770779, 2.3153941139972267, 2.239558707669426, 2.1657963774251825, 2.093201592499589, 2.0218062175272467, 1.9524096051551163, 1.884199577870239, 1.8171962200887126, 1.7514152310895916, 1.6875274539135563, 1.6241966060352784, 1.562721968138873, 1.5018638272714848, 1.4428162587305102, 1.3844295155954554, 1.3278010439941152, 1.27186478560546, 1.2171506355857449, 1.1636468999705352, 1.1108985401895919, 1.0593678259947439, 1.0090371368164108, 0.9594964251705563, 0.9111489513751843, 0.8639730308904752, 0.8172527879611735, 0.7720475784068505, 0.7273322188753469, 0.6837728379527248, 0.6410471413044332, 0.5991631747466841, 0.5581264861614911, 0.5179403343345753, 0.4788561371136525, 0.44036255931737406, 0.40271788618180826, 0.36591808488561334, 0.3297455497740759, 0.29442299503542174, 0.25994156182586164, 0.2262914467213246, 0.19328241089978723, 0.1609251605652683, 0.12922805766745818, 0.0983555446471293, 0.06814043433271658, 0.03858586434546652, 0.009693277284928768, -0.018003237583641134, -0.045467987961970165, -0.07302052369049108, -0.09939696080608394, -0.12466521204512682, -0.14996527363798046, -0.174189168920791, -0.1983852912168176, -0.22248415589264578, -0.24461951371990975, -0.2666961730436648, -0.28865506326045304, -0.3096526228339355, -0.33049963805165494, -0.3511481500087868, -0.3701778778026003, -0.3897099125490051, -0.40835699033385625, -0.4261709381117217, -0.4437734340612447, -0.46113201840064266, -0.4782174303747338, -0.49450676441881397, -0.5100469613131944, -0.5253340837989087, -0.5403459536567904, -0.5550628869839428, -0.5690770829796291, -0.5828021578890643, -0.5962232174215295, -0.6093273834424716, -0.6217842509590655, -0.6339362997793325, -0.6457742132081029, -0.6570165195941821, -0.6682186746322349, -0.6788411330547796, -0.6891524500216032, -0.6991486586839745, -0.7088269196094716, -0.7179875012468254, -0.7270363495671895, -0.7355874250781256, -0.7440051126045744, -0.7519464414300749, -0.7597374657411908, -0.7670745782734121, -0.7742485736312361, -0.7809917252282161, -0.7875624694588822, -0.7938341570455695, -0.7997102465606114, -0.8054055651283679, -0.8108171255424661, -0.8160331170988996, -0.8208885614257051, -0.8255492216468687, -0.8299394163279528, -0.8340660235972133, -0.8379921877452977, -0.8416594791969356, -0.8450754308290999, -0.8482907520156592, -0.851261730292637, -0.8539962107227642, -0.8565339820625438, -0.8588437922262644, -0.8609590903229994, -0.8628784974161766, -0.8645817654021728, -0.8660940014676143, -0.8674011413060745, -0.8685231641814596, -0.8694609891080279, -0.8702160173159657, -0.8707848681200296, -0.8711789279994984, -0.8714018618767351, -0.8714520273995775, -0.8713365207120631, -0.8710570588398654, -0.8706169882719353, -0.8700198460071087, -0.8692693309562939, -0.8683692773890239, -0.8673136513678626, -0.8661253956647192, -0.8647877397474447, -0.8633020841901392, -0.8616978247372248, -0.8599527407921171, -0.8580690052307881, -0.8560810759988411, -0.8539456274318034, -0.8516980013570516, -0.849325136898828, -0.8468483375795276, -0.8442349621299033, -0.8415251581977774, -0.8387041731067617, -0.8357755399288229, -0.8327428733468166, -0.8296098501908563, -0.826380191494794, -0.8230576460324552, -0.8196459752839741, -0.8161280635327465, -0.8125283353664302, -0.808829536383864, -0.8050563711841053, -0.8011914809143343, -0.7972596923164287, -0.7932224463586147, -0.7891468448494453, -0.7849311199267294, -0.7807264611827802, -0.7763266304578811, -0.7719451054488539, -0.767584442592743, -0.76304092785629, -0.7585249694090587, -0.7538352717611094, -0.7491796381499575, -0.7443596041009927, -0.7395798710505215, -0.7348416746203436, -0.7299513047148645, -0.7249152590266501, -0.7199309027773342, -0.714810164027295, -0.7097462221024045, -0.7045549889394813, -0.6994252177338437, -0.6941769816139339, -0.688994420873265, -0.6837019082822641, -0.6783059193225386, -0.6729834152633457, -0.6675654936162843, -0.66222414515113, -0.6567950237030293, -0.651284220963753, -0.6458561782562099, -0.6401975201990028, -0.6347819429915671, -0.6291472471074236, -0.6236035819518322, -0.618002887442311, -0.6123504939644903, -0.6066516098178688, -0.6010501211383932, -0.5954072847715085, -0.5897279025328367, -0.584016637124196, -0.578278006741465, -0.5726432574875316, -0.5668604837867206, -0.561185213494762, -0.5554945258896643, -0.5497922282454923, -0.5439665857049781, -0.5382541211153785, -0.5325405465806925, -0.5268290697305493, -0.5211227510044816, -0.5153200611930037, -0.5096347621206947, -0.5038626762054239, -0.4982088069465563, -0.4924770579304609, -0.4867697947744024, -0.48108901918523894, -0.47543660777338, -0.4697260370879485, -0.4640510001602064, -0.45841291694285297, -0.4527304422631404, -0.44709105029514234, -0.44149573989242036, -0.435945416858222, -0.4302897349460682, -0.42476120338441636, -0.41921085691856663, -0.4136440611924362, -0.4081348679572638, -0.4026160347562467, -0.39715805581305097, -0.39169655272646914, -0.3862986025149099, -0.38084130792114984, -0.3754526358915252, -0.37007356984200274, -0.364764650089824, -0.3594138079959524, -0.35413688027241663, -0.34882688380673976, -0.34359390001034884, -0.33833585441815345, -0.3331572979148755, -0.3280088477788314, -0.3228458648142859, -0.31771943948116776, -0.3126313269617656, -0.30758313921170416, -0.30253410486051563, -0.2975711271157343, -0.2925718322636239, -0.28762166975452746, -0.2827214776652686, -0.2778348876241251, -0.2730015541642883, -0.2681867472274563, -0.26339360325736866, -0.25865842376936127, -0.253916301654556, -0.24923567478124214, -0.24458556937475082, -0.23996820517415088, -0.235385628737939, -0.2308397207052134, -0.22630458824469138, -0.22183777801024757, -0.21738620034117576, -0.2129787037105623, -0.208591668614818, -0.20425215794403145, -0.19993760611984826, -0.19567338678802323, -0.1914158583824494, -0.1872336040138862, -0.18302071814417942, -0.17890617825644717, -0.17490624801254245, -0.17082430520802044, -0.1666718951769116, -0.16282129516476873, -0.15890056787644405, -0.1549200729998009, -0.1510552729472188, -0.14714023942975554, -0.14334011943172567, -0.13964977641325702, -0.1359172033484232, -0.13229338951676764, -0.1286348268202749, -0.12494910878766605, -0.1213738248515538, -0.11790397135097017, -0.11441194503768437, -0.11090416829659258, -0.10750220673390938, -0.10408917706769973, -0.10067065009507098, -0.09735707184432195, -0.09414361287763835, -0.09082777090644557, -0.08771101581085138, -0.08450090190957622, -0.08139047984560009, -0.07828784724906358, -0.07519672503497239, -0.07220241596782694, -0.06922108906747274, -0.0662558913941068, -0.06330974020385145, -0.060457277352901094, -0.0576243968918495, -0.05481353908995393, -0.052026946790487, -0.049329834322242645, -0.046595675917003546, -0.043950572708317176, -0.041333053304602435, -0.03874464917032487, -0.036186740482435094, -0.03366056356694018, -0.03116721832202291, -0.02870767557871417, -0.026282784357041185, -0.023893278981972924, -0.021539786029342183, -0.01922283107726228, -0.01694284524337273, -0.014700171492572139, -0.01245706047960092, -0.010291013241292345, -0.008127355520947155, -0.006004019547161043, -0.003920871545065198, -0.0018777267629214859, 0.0001256460027615731, 0.0021191949620890014, 0.004071476210580165, 0.006010547781214705, 0.007907329209484084, 0.009762432619184252, 0.011601220194948489, 0.013397821331387845, 0.015152984920537925, 0.01691173938369719, 0.018606021196099543, 0.020300720706419605, 0.021932812145176325, 0.023562614755325097, 0.02515012853345044, 0.026714044706901825, 0.02825340573282265, 0.029751051598029068, 0.031223820902721897, 0.03267102646733093, 0.03409207937040354, 0.03548648297996269, 0.03685382710617434, 0.038180904348422265, 0.03949372601476435, 0.04077870252036054, 0.042035714642592814, 0.04326470298132183, 0.044476165378721545, 0.04564871834375456, 0.046803060882279146, 0.047938133488226856, 0.04903524708830627, 0.05011281906031649, 0.05117005829258992, 0.0521984757259065, 0.053205949030758, 0.05418479737372065, 0.055142337357875326, 0.05607816652013861, 0.056985710065708635, 0.057877486463523156, 0.058741066288945695, 0.0595825383805554, 0.060401800814816074, 0.06120376189744288, 0.06197827645536681, 0.06273508990325523, 0.06346935556491044, 0.06418122039566268, 0.06487475238967556, 0.06554589334164304, 0.06619841698245889, 0.06682873947962423, 0.06744035410141128, 0.06803311452567956, 0.06860692777378255, 0.06916714793912186, 0.06969247177520248, 0.0702144706428534, 0.07070792556814197, 0.07119607781576358, 0.0716565062243069, 0.07209085382270757, 0.0725187101609727, 0.07292133695704614, 0.0733161846216739, 0.07370169356739348, 0.07404852620869515, 0.07440013216229506, 0.07472818177349821, 0.07503413554481148, 0.07532991688362663, 0.07560472514745524, 0.07586894120155827, 0.07612170358231583, 0.07635456123216044, 0.07656877744599763, 0.07677847236189682, 0.07696363197802668, 0.07714312341482392, 0.07730522911578798, 0.07745539563707445, 0.07758943481378479, 0.07771178941903356, 0.0778221672773658, 0.07791781020066886, 0.07800399510334166, 0.07807413679341818, 0.0781345217927878, 0.07818185795777882, 0.07821782853775869, 0.07824239356134056, 0.07825555133178579, 0.07825733549985021, 0.0782481575225948, 0.07822824861668408, 0.07819769168055395, 0.07815659525893034, 0.07810509111786489, 0.0780433319101345, 0.07797148894035597, 0.0778914983244744, 0.07780022116985887, 0.0777015009767187, 0.0775916073650081, 0.0774726767038626, 0.07734737398754772, 0.07721121338519348, 0.07706675436093048, 0.07691425512966893, 0.07675397635180953, 0.0765832976813324, 0.07640817647592094, 0.07622305211833771, 0.07603108702185815, 0.07583255801118649, 0.07562773819898877, 0.07541368172322735, 0.0751937957971248, 0.07496507173115714, 0.07473100625817096, 0.07449187350917903, 0.07424458931937429, 0.07399273372405377, 0.07373319255058983, 0.07346957968483912, 0.07319876192429967, 0.0729243686801789, 0.0726432578297714, 0.0723556775420367, 0.07206525482314761, 0.07176885495773758, 0.07146673255547917, 0.07115914483133505, 0.07084966966854987, 0.07053190920994967, 0.07021273830902734, 0.06988909015560557, 0.06955798127571751, 0.06922615376402697, 0.06889059512699547, 0.06854839266210284, 0.06820612237395209, 0.06785773967077278, 0.0675066305626461, 0.06715302087619224, 0.06679413109720223, 0.06643324171721972, 0.06607056222343562, 0.06570339880580413, 0.06533491477607513, 0.06496247533787973, 0.06458637277456884, 0.06420964598051446, 0.06382975056793516, 0.0634469612852435, 0.06306418594437162, 0.06267636977937414, 0.06228900821103426, 0.06189718387661027, 0.06150622558165365, 0.06111135345183294, 0.06071531759719902, 0.060318334853837856, 0.05992061409172489, 0.059520059699722676, 0.05911923654186322, 0.058716107964174334, 0.05831314588662947, 0.057908371680471075, 0.057502055906539874, 0.057094459695977956, 0.05669194080440645, 0.056288417936807236, 0.055872344719281694, 0.05546386651412644, 0.05504385055700037, 0.05463169844778573, 0.05422718078190237, 0.053812198486784674, 0.053405074338031475, 0.05298837299270202, 0.05257971495723334, 0.052162316176046865, 0.05175310859337787, 0.0513518347624259, 0.05092708554643579, 0.050526263253851254, 0.05010330489206352, 0.049703715114359864, 0.049283260716504226, 0.048871550736902546, 0.048468289704785866, 0.048059713885050835, 0.04764638390331727, 0.047241754075513794, 0.04683288044533041, 0.04642027395470387, 0.04601652729601897, 0.04560948366124062, 0.04521119043778363, 0.04479866346564588, 0.04440633898402399, 0.04400062944690885, 0.04359326740799644, 0.04319499456849743, 0.04279534290381147, 0.04240457294925717, 0.04200298481188618, 0.04161049726019595, 0.04121751913238087, 0.04082434955932759, 0.04043127230171699, 0.040038556007222656, 0.03965488059645714, 0.03926343543313679, 0.038881111396577274, 0.038491853388222634, 0.03811175635540771, 0.037732978619078615, 0.03734839593975063, 0.03697296971010773, 0.03659937609922889, 0.03622096671416959, 0.03584500516661267, 0.035478081580605926, 0.035107202355044484, 0.034739099699179946, 0.034373863805587455, 0.034005711251869436, 0.033646589319928435, 0.03328497179896211, 0.03292677277820012, 0.03256672741629478, 0.03221561707476592, 0.03186298363941757, 0.03150922924873672, 0.03115953033531924, 0.03081388276563478, 0.030467721268576543, 0.030125820798693845, 0.029783828186470164, 0.02944626427432374, 0.02910897950956757, 0.028772248053918505, 0.02844022835836748, 0.028109057904735658, 0.027778968279313383, 0.027453781639016964, 0.027129905548551225, 0.026807533675410954, 0.02648684608236482, 0.02616800973589894, 0.025851179025088534, 0.025539570850617286, 0.025227085255232158, 0.024917000256401062, 0.024609425172442266, 0.024304459356190845, 0.024002192701808454, 0.023702706140877883, 0.023403527720158003, 0.02310740303816978, 0.022814383436080415, 0.022522169784490044, 0.02223327014992341, 0.02194549329326616, 0.021661198097032635, 0.021378296987429494, 0.021099008015883877, 0.020821343087862782, 0.020545457956461902, 0.020271496096202362, 0.01999958923045594, 0.019731631005212566, 0.01946413538504099, 0.0191990260031824, 0.01893802144366327, 0.018677899589401043, 0.018418869905011903, 0.018164116369465612, 0.017910659789077334, 0.017660084031066437, 0.01741105654114094, 0.017165059084744402, 0.01692082064011702, 0.01667846992761012, 0.016438124587160655, 0.016197520610351925, 0.015963868295299517, 0.015736852937682993, 0.015505307037462593, 0.015269885421060026, 0.015051678011791391, 0.014819650646577377, 0.01460421225323676, 0.014385465000114004, 0.01416394974229786, 0.013949002020740788, 0.013731755693234694, 0.01352098699829854, 0.01331639619824231, 0.013109873554679997, 0.012901841643294483, 0.012700058839740146, 0.012497092955098736, 0.012300232624731946, 0.012102475834640022, 0.01191066969418517, 0.011718218007108944, 0.011531553352932038, 0.011344461972923969, 0.01115722417242094, 0.01097010309920509, 0.010788753187759525, 0.010612901775219268, 0.01043211691026885, 0.010256945489194353, 0.010087121284944224, 0.009913131297735325, 0.009744563511918452, 0.009576813674346886, 0.009410040866769052, 0.009248468560630599, 0.00908394804171456, 0.008924635681175281, 0.00877028168325292, 0.00861347039161834, 0.00845812925950088, 0.00830771368753053, 0.008155471924721451, 0.008008104654610595, 0.007862323983539608, 0.007718197383954135, 0.007575784940820353, 0.007435139760994624, 0.007296308375330106, 0.007159331131693102, 0.007021736171338842, 0.006888646813917776, 0.006757496765558911, 0.006628305398101624, 0.006498893068972088, 0.00637160947512295, 0.006248506285367023, 0.006125409033368297, 0.006002515212800025, 0.005883715558138102, 0.005765222287192209, 0.005648933473143469, 0.0055348272754831875, 0.00542126207837194, 0.005309939686656653, 0.00519931794060408, 0.005090976589552981, 0.0049848768085629614, 0.00487961812800451, 0.004776614935416164, 0.004674553008680181, 0.004573518643225448, 0.004474773046558077, 0.0043771209993518495, 0.004281731596798154, 0.004187484921425025, 0.0040944374116973015, 0.004002639195828527, 0.003913090412719539, 0.00382388365819072, 0.0037369326273562326, 0.003651312736069933, 0.003567050666523161, 0.00348416869123328, 0.0034019157718345222, 0.0033218722529041516, 0.003243251143975841, 0.0031653710896271644, 0.003088975381630453, 0.0030140630347157823, 0.0029406305795089695, 0.0028680788399885774, 0.0027970370414256247, 0.0027274931253840084, 0.0026589034215729005, 0.002591311924751959, 0.002525248293211411, 0.002460690791706974, 0.0023967070808279317, 0.0023342521149513143, 0.0022728771494201247, 0.0022126021169835263, 0.0021534432728234467, 0.0020954134461886845, 0.002038882197301678, 0.0019831224301567595, 0.0019285124997595606, 0.001875053859889261, 0.0018224386711709541, 0.0017709951261497445, 0.0017207169867318763, 0.0016713243884321465, 0.0016231014319560279, 0.001575785424834508, 0.0015293933108621338, 0.0014839387546160781, 0.0014400963371328773, 0.001396730954735397, 0.0013530891744322772, 0.0013132282349846002, 0.0012711927426698048, 0.0012327411642517152, 0.0011923968220640677, 0.0011554412920003379, 0.0011184188610389178, 0.001081446006379077, 0.0010475148019074391, 0.001012205152858139, 0.000978440762873089, 0.0009461335884954429, 0.0009139921907074399, 0.0008832533447140409, 0.0008527320178095329, 0.0008225000188033698, 0.0007936297756277804, 0.0007650802201294554, 0.000737826224870952, 0.0007117928438572731, 0.0006852353010863781, 0.0006599144907541289, 0.0006357576060610426, 0.0006112455582665958, 0.0005885916861345299, 0.0005656534531924852, 0.0005438118365495322, 0.0005224043927268664, 0.0005014559868488245, 0.00048152761563200337, 0.00046204408370642064, 0.0004430233452752204, 0.0004249440090111964, 0.0004073079371946352, 0.0003901275017526176, 0.00037341262405678, 0.0003571709324875359, 0.00034176497713185393, 0.000326465261736138, 0.00031197070659301984, 0.00029792657089710645, 0.0002843335688872889, 0.0002711909449247142, 0.00025849660165121684, 0.000246247223331707, 0.0002346680348421263, 0.00022328149458718743, 0.0002123244326789419, 0.0002017897640894203, 0.0001916697191242167, 0.00018195593285624223, 0.00017263952874490014, 0.00016371119655002192, 0.00015516126468482602, 0.00014684537180910048, 0.00013903016376978346, 0.00013144378640018403, 0.00012409770018558596, 0.00011720939027487968, 0.0001105510062468579, 0.00010422095238878607, 9.820664506846215e-05, 9.241570242859954e-05, 8.692642226978766e-05, 8.17259724829528e-05, 7.673671624199287e-05, 7.195968590197958e-05, 6.745122910139376e-05, 6.319835064122721e-05, 5.9139598279519477e-05, 5.527326536980462e-05, 5.163901676254098e-05, 4.818532574527766e-05, 4.490891817229653e-05, 4.180595967505581e-05, 3.8903133264985286e-05, 3.615996974827515e-05, 3.3571855307565246e-05, 3.115826016353703e-05, 2.886331563592993e-05, 2.672879257246389e-05, 2.4706168747974714e-05, 2.2812323916443446e-05, 2.105760917960861e-05, 1.9403024892613734e-05, 1.7860376182722514e-05, 1.64240715878742e-05, 1.5077412328983121e-05, 1.3838341988642419e-05, 1.2680036074840176e-05, 1.1599869878083055e-05, 1.0610299070501457e-05, 9.683126439879614e-06, 8.83634214993047e-06, 8.046109882189262e-06, 7.321442044236984e-06, 6.6530630440400165e-06, 6.042125747678652e-06, 5.480599639817883e-06, 4.965600190133635e-06, 4.494276217354134e-06, 4.0638290135113835e-06, 3.671528631208698e-06, 3.314727502168904e-06, 2.990871569267485e-06, 2.6958142603341076e-06, 2.430794269839878e-06, 2.19034678206615e-06, 1.972827055280045e-06, 1.7776470079733816e-06, 1.602846289188233e-06, 1.4457941002339693e-06, 1.3050815279626572e-06, 1.1799680252710297e-06, 1.0683954500933702e-06, 9.673112211196127e-07], 'MSE': 21434.20403254886, 'R_2': 0.8445290863372472, 'U_norm': [-164.82610359555872, -21.00880716399022, -0.06281466220179413, -0.03334147118786156, -0.04425552068074139, -0.043103212466167135, -0.05150683810750877, 65.18486131567082, 94.2441180610402, 36.800687267906355, -0.04813890649641611, -0.041620055504138664, -0.03452614000474795, -0.027288764468905897, -0.020274450151570936, -0.01496419900262705, -0.007842219254909738, -0.0009504996160974491, 0.0030486245608929126, -6.107961587086202, -3.188263528614727, 0.020634949198632662, 0.01284820595380523, 0.014509359364237336, 0.015059857512577247, 0.015461587252459342, 0.015898798903738465, 0.016121543053218702, 0.0161291541563056, 0.015938906965333247, 0.015574221916621512, 0.01506303527144739, 0.014435427201356505, 0.013721209145473909, 0.012947958577145483, 0.012139808820981748, 0.01131684561641928, 0.010500088504299853, 0.009657721356812015, 0.008913374184215435, 0.008207665394674797, 0.007501775738292391, 0.006766965617153052, 0.00610398602165188, 0.005509821593448147, 0.004934896205319996, 0.004424782373999823, 0.003950435576405687, 0.003488839481164539, 0.0030772869447105305, 0.002692918997966942, 0.002351956914548971, 0.0020417348677136712, 0.001760079428351313, 0.0015048300140211024, 0.0012738878766346293, 0.0010652545626094712, 0.0008770595404222611, 0.0007075774341649868, 0.0005552358928472563, 0.00041861551587145135, 0.00029644345779113055, 0.00018758237023554862, 9.10162565845722e-05, 5.834646077251332e-06, -6.878371738411913e-05, -0.00013358670790478768, -0.00018926344099348737, -0.00023645717382529457, -0.0002757761682334418, -0.00030780237546048327, -0.00033309794746484863, -0.0003522096963521614, -0.0003656717107348575, -0.0003740063961511316, -0.00037772423980120745, -0.0003773226092722037, -0.000373283885935379, -0.00036607320969732517, -0.00035613607712303924, -0.00034389599424308737, -0.0003297523413761107, -0.0003140785652497607, -0.0002972207733697467, -0.00027949677129307494, -0.00026119555241513277, -0.00024257722576083532, -0.00022387334924168904, -0.00020528762225100578, -0.00018699688512997424, -0.00016915236880658133, -0.00015188113976977806, -0.0001352876870905767, -0.00011945560467355259, -0.00010444932648619577, -9.031587926903847e-05, -7.708662300978248e-05, -6.477895522053179e-05, -5.3397960116327856e-05, -4.293798809999105e-05, -3.33841552920925e-05, -2.4713755186355743e-05, -1.6897577462399856e-05, -9.901130755474511e-06, -3.6857674383926415e-06, 1.7902901989792665e-06, 6.571022452874409e-06, 1.0701782066316245e-05, 1.4228560087540334e-05, 1.719734518091049e-05, 1.9653572998577368e-05, 2.16416618166722e-05, 2.3204629609110677e-05, 2.4383787494185584e-05, 2.52185035456967e-05, 2.5746031035435927e-05, 2.6001394323333853e-05, 2.6017325888607405e-05, 2.5824247550735717e-05, 2.5450289278993536e-05, 2.4921339071148014e-05, 2.4261117633413105e-05, 2.349127202473974e-05, 2.2631482794361477e-05, 2.1699579991195414e-05, 2.0711663591283633e-05, 1.9682224999673243e-05, 1.8624266432105477e-05, 1.754941599043186e-05, 1.6468036381778485e-05, 1.5389326040715115e-05, 1.4321411863014062e-05, 1.3271433047966681e-05, 1.224561612333369e-05, 1.124934138213397e-05, 1.028720150486842e-05, 9.36305296344372e-06, 8.480061338632184e-06, 7.640741670990886e-06, 6.846994950091844e-06, 6.100142133875759e-06, 5.4009570316584005e-06, 4.7496991406164175e-06, 4.146147811920307e-06, 3.5896385988741515e-06, 3.079102684449956e-06, 2.61310964927385e-06, 2.1899138611589125e-06, 1.807503917871047e-06, 1.4636545404385057e-06]}, 'iteration_32': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24398.797773603357, -3404.0077265904606, 22.685759498099486, 18.996493956058774, 15.061730543731667, 10.596054396768773, 662.3166586731647, 9548.153447783463, 11724.052938323874, 7476.199112782987, -6.760606197388959, -13.375383262029763, -15.572584829537183, -15.810390543741391, -15.077190284160741, -13.854654540852094, -11.825057686103749, -10.006629392683491, -131.66637189008372, -1027.3436566263183, -308.31362962906127, -2.9757826572068713, -1.4962633317209322, -0.29694126810997046, 0.6086138669885879, 1.3455276916926655, 2.007208804590014, 2.3512699641082886, 2.595568560461887, 2.9046593090961417, 2.986432814029618, 2.9752494695227476, 2.855933881118196, 3.0820544824208853, 2.647833822693635, 2.477591864369086, 2.2731429482833443, 2.055170047743593, 1.8343050552406268, 1.6341859298623997, 1.4414242893459275, 1.2554060980287094, 1.079275560488817, 0.9260804057172737, 0.7907492893692425, 0.6715559511821972, 0.5696152770264453, 0.4812605327584622, 0.4040228279760577, 0.33831979587039707, 0.28419941284360994, 0.23878670221610507, 0.20074119664785942, 0.16883044033743835, 0.14192071797441183, 0.11909501076890262, 0.09949991051659778, 0.08239239391794191, 0.06721413219036439, 0.053502682072755166, 0.040901563869328694, 0.029148109733198382, 0.01806079675761469, 0.007526532220582065, -0.0025117387021835343, -0.012066814979983811, -0.02111819323787976, -0.029622033355579946, -0.037520027471949574, -0.04474710717995953, -0.051237961690790396, -0.05693237260076839, -0.06177939933343308, -0.06574047351415165, -0.06879148020151706, -0.07092391980481433, -0.07214525600776442, -0.07247856257617565, -0.07196158589468887, -0.07064534017711667, -0.0685923493833979, -0.06587464432105342, -0.0625716155426518, -0.05876781333925786, -0.054550775102852, -0.05000894854556987, -0.045229766597205935, -0.0402979174161146, -0.03529384055236057, -0.030292469033877247, -0.02536222657045191, -0.02056427982106489, -0.015952037714027898, -0.011570883215063712, -0.007458117780907305, -0.0036430949063923834, -0.00014751662276962319, 0.0030141345739522016, 0.00583405625348424, 0.00831050629363285, 0.010447128691385893, 0.012252248745342717, 0.01373815897484083, 0.01492041430415883, 0.015817152144997283, 0.016448450123425065, 0.016835731249656198, 0.0170012237426404, 0.016967480207670273, 0.016756958629672653, 0.016391665626840315, 0.015892860688416024, 0.015280818743674176, 0.014574647296591024, 0.013792153618124352, 0.012949756910232878, 0.012062440116664404, 0.011143735928326908, 0.01020574164834431, 0.009259157786846084, 0.008313345568206412, 0.007376398903987314, 0.006455226762927621, 0.0055556423900431605, 0.004682456214657194, 0.003839569861184459, 0.0030300690320004815, 0.002256313552835899, 0.0015200231638345942, 0.0008223580501777121, 0.00016399339042927553, -0.00045481252168630973, -0.0010341567977458833, -0.0015744370908611872, -0.0020763031876990788, -0.0025406147348557154, -0.0029684046904780628, -0.0033608479890724964, -0.003719234888057896, -0.004044948372047871, -0.004339445010838047, -0.004604238644442928, -0.004840886249274872, -0.005050975426925633, -0.00523611296459536, -0.00539791402398507, -0.005537991628374254, -0.005657946209861745, -0.005759355161044236, -0.005843762458678351], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [145.88930112266704, 8700.050561549693, 3178.9991352767634, 767.2998643935987, -81.11199910470282, -330.7166420161257, -365.6715520846692, -329.9618162303549, -276.3558704387515, -223.30346298684714, -176.51703030852335, -137.04820899667817, -104.59753387330656, -78.03507987939503, -56.64925049649441, -39.420694217523966, -25.650419116191014, -14.802808531360622, -6.260378419807115, 0.40175346907044507, 5.540008759347656, 9.428669297999841, 12.3642874299837, 14.50672041881281, 16.047632417998603, 17.10437170054636, 17.78463829596, 18.1746002396152, 18.343199196765845, 18.3424213432324, 18.214448226028956, 17.99303786974647, 17.70286149655628, 17.3654535937201, 16.994411287751166, 16.601314758979104, 16.195005868677704, 15.782164415235847, 15.367778544418943, 14.953607617124026, 14.54621472196689, 14.143736594980755, 13.749413919773495, 13.362480114291952, 12.98527416250302, 12.61659364438489, 12.2567668365888, 11.905980641382138, 11.565630021966184, 11.233027536363034, 10.909492179636844, 10.594922481001964, 10.288095052846625, 9.990042815025058, 9.700584984746639, 9.417636106698929, 9.139451396110942, 8.874922849877802, 8.61405634405892, 8.365051409836472, 8.112160267976998, 7.878146343232542, 7.640809501380789, 7.414360626963147, 7.191878138916586, 6.9794762995325375, 6.770840791640574, 6.5661303373858955, 6.365475993165129, 6.168983258881476, 5.98143084908116, 5.797752564408987, 5.618016828339825, 5.446363535739266, 5.274458293595185, 5.110332108653533, 4.949921348547492, 4.793239120522236, 4.640286445750501, 4.491053490865047, 4.345520725236271, 4.206490334279253, 4.068138193334868, 3.9333857666914134, 3.802184593998666, 3.6768368634083366, 3.552467681577282, 3.431482138632089, 3.3138156674287407, 3.199401259718495, 3.0862961117679344, 2.9782606691097375, 2.8715522769591133, 2.7695946055068186, 2.667403545829799, 2.56979696977291, 2.4750592899962296, 2.381747790054481, 2.2899642248302117, 2.202279258115607, 2.1160595469982146, 2.0313798793095144, 1.9493860284983484, 1.8699842525443156, 1.7920950264853837, 1.7167071363810806, 1.6428267153216087, 1.570486292206519, 1.5005344294629852, 1.4320915597224952, 1.365174044995543, 1.3005104322003735, 1.2373233104159929, 1.175617051122065, 1.1153914913249572, 1.0572406021418497, 0.9999331760871932, 0.9446302417562413, 0.890201347214732, 0.8376995578865094, 0.7860873442089995, 0.7363199865856971, 0.6874455103898766, 0.6399159198585738, 0.5937061254884044, 0.5484117105392348, 0.5044181477226215, 0.46169564313463235, 0.4198845619381239, 0.37931374338216023, 0.3399507785265525, 0.3011894510608871, 0.263897340262429, 0.22721720012146832, 0.19168648786795334, 0.15703099854690744, 0.12324814913829374, 0.09033324841612063, 0.05827972656550265, 0.027277301729300357, -0.0030886648117172564, -0.03262175565130239, -0.06133407367004672, -0.08940286084081787, -0.11666274366391027, -0.14312930109836122, -0.16881860693647657, -0.19388313664599027, -0.2183208493544437, -0.24213159109514726, -0.26519898924418184, -0.2876550391643419, -0.3095034471264333, -0.3307491596242541, -0.35100850964075764, -0.3709933555331391, -0.39093525435263676, -0.40992389831182086, -0.4280194392893445, -0.44604255413399624, -0.463208017951542, -0.48026309303306575, -0.4971575660040807, -0.5125927807147971, -0.527906325899013, -0.5430562787246606, -0.5574646678700511, -0.5716920058202926, -0.5857053833815581, -0.5985489870004439, -0.6116584665424307, -0.6241026685456852, -0.6359236623893897, -0.6475376095900063, -0.6589233239646602, -0.6700621015555042, -0.6806167710920271, -0.6906243360918909, -0.7004076086390163, -0.7099528796879723, -0.7192482922366099, -0.7280396387322547, -0.7365897305394808, -0.7448900293068005, -0.7529334359053331, -0.7605204284963916, -0.7678628455612351, -0.7749559248122797, -0.7816341223774959, -0.7882283642459552, -0.7944219587532317, -0.8003746774200428, -0.8060852283911123, -0.8115530579274237, -0.8166684369322753, -0.8216591841866864, -0.826313462662789, -0.830830862830821, -0.835028528900242, -0.8390801878316976, -0.8428292747507521, -0.8464258797387639, -0.8497372292708781, -0.8528918611990988, -0.8558285993869047, -0.8585060266972809, -0.8610238653046727, -0.8633363933755799, -0.8654813252298651, -0.8673930304488102, -0.8691392020880285, -0.8706917703362348, -0.8720558788554487, -0.8732530156210059, -0.8742661285798359, -0.875100698158187, -0.8757702704076177, -0.8762670869705735, -0.8765967479880611, -0.8767658962454712, -0.8767745502586413, -0.876625390783974, -0.8763182418161302, -0.8758599275832472, -0.875247978135486, -0.8744929878707567, -0.8735893478133254, -0.8725383238902089, -0.8713414879935791, -0.8700158655093665, -0.8685506873506557, -0.8669306460579128, -0.8652102693430015, -0.863339819970337, -0.8613393494546046, -0.8592116388678019, -0.8569595867666763, -0.8545861908728042, -0.8520945310895647, -0.8494639720195082, -0.8467447255288498, -0.8438920049615141, -0.8409076871199297, -0.8378453697350414, -0.834657508885867, -0.8313464753216211, -0.8279683379840049, -0.8244464091362581, -0.8208371898464432, -0.8171167807570561, -0.8133157829591163, -0.8093821667973714, -0.8053744450703568, -0.8012681549927835, -0.7970665241088882, -0.7927728288395284, -0.7883903813283799, -0.783922517273669, -0.7793725847199303, -0.77474393377869, -0.7700119392859907, -0.765208053393379, -0.7603078344958333, -0.7553426146153998, -0.7502881568788516, -0.7451755655370579, -0.7399535664279565, -0.7347076333058482, -0.7293058249259434, -0.7239406019487239, -0.7183479808865377, -0.7127985226536114, -0.7072933281740914, -0.7015744375896978, -0.6959059463025802, -0.6900343835587641, -0.6842191609801894, -0.6782115810424572, -0.6722660241499, -0.666382602867774, -0.6603200915993568, -0.6540864170701718, -0.6479251826618011, -0.6416032083386207, -0.6353583387964108, -0.6289629082724674, -0.622648855980596, -0.616194126715707, -0.6098246493638652, -0.6033240447600726, -0.5966999477561007, -0.5901691112949818, -0.5835238240519307, -0.576974618484914, -0.5703195844074074, -0.5635658885915094, -0.5569147117397039, -0.5499817694826137, -0.5433471345438705, -0.5364442822230768, -0.5296529221797713, -0.5227914410449654, -0.5158661507210809, -0.5088832264604387, -0.5020188146145699, -0.49510275428375156, -0.48814077867188255, -0.4811384671709287, -0.4741012396414208, -0.4671899879228133, -0.46009565489419774, -0.4531316557520638, -0.446147157769424, -0.43914679927997946, -0.43199334231826914, -0.4249772180556994, -0.41795812044885394, -0.410940018330229, -0.40392671496278304, -0.3967934424722071, -0.38980305056330294, -0.382704578683948, -0.37575023404081015, -0.36869892468404075, -0.3616766730362147, -0.35468607267767505, -0.3477295716475904, -0.3407008152940916, -0.3337152672096125, -0.3267748408575168, -0.31977956748098757, -0.31283730593361275, -0.30594946951995217, -0.29911735847830284, -0.2921561157424146, -0.28535212887532685, -0.2785222625511113, -0.2716733586741188, -0.26489674733570073, -0.258109944421409, -0.2513998691411241, -0.2446876054786449, -0.23805582243958967, -0.23135380866166183, -0.2247389977698494, -0.21813917605447533, -0.2116288505308741, -0.20507087510090324, -0.1986075011651436, -0.1921079744767607, -0.1857073159588509, -0.17928095169932642, -0.17295693576122073, -0.1666751524983171, -0.16038147765378027, -0.15413852856781096, -0.1479486906158162, -0.1418141643726942, -0.13568572556511838, -0.1296690770762063, -0.12361616923423602, -0.11763085341020482, -0.11171432920242072, -0.10582295992238362, -0.10000481757375726, -0.09421834652997872, -0.08846766031600654, -0.08279653650623112, -0.077127556147622, -0.07154283809188525, -0.06600560201774115, -0.060518765282607245, -0.05508501753114103, -0.04970682949314072, -0.044353906362663814, -0.0390943764419846, -0.03386591212204284, -0.02870268206938065, -0.023577280523827685, -0.018521569441640257, -0.013509480429085174, -0.008570690873790953, -0.003654953670205169, 0.0011583884138716527, 0.005990850540817991, 0.010694256271882906, 0.015250659640114135, 0.019883605319220114, 0.024578355390883523, 0.028914865996241806, 0.0333128939780303, 0.03775926471841782, 0.04205768798193289, 0.04639246875111088, 0.050580526510254624, 0.05462854061660576, 0.05870306843323708, 0.06263911687344391, 0.06659243871431321, 0.07055354170290072, 0.07437451730844591, 0.07806188839958114, 0.08175125546177377, 0.0854346911028988, 0.08898461790894538, 0.09252312793991775, 0.09604343776553954, 0.09943201239680835, 0.1026951499743685, 0.10603759861335336, 0.1091557140712598, 0.11234240474453713, 0.11540524019596236, 0.11843511487160947, 0.1214277209465073, 0.1243009302173508, 0.12713567702927642, 0.12992841776651826, 0.13267591696149095, 0.13530916930024103, 0.13789722132543217, 0.14043746726692358, 0.1429275640120193, 0.1453099639679424, 0.14769621185219253, 0.14997605203502082, 0.15220332045247204, 0.15437660459393968, 0.15649468950909948, 0.1585565472356097, 0.16056132627097194, 0.16250834115585525, 0.1643970622266955, 0.16622710558656545, 0.16799822333521494, 0.16971029409178845, 0.17136331383703024, 0.17295738709576605, 0.17451889788779823, 0.1759943409128347, 0.1774351010572213, 0.178815622530466, 0.18013659228787665, 0.18139875403475325, 0.18260290204422774, 0.183766945833942, 0.18487248496786224, 0.1859354523912608, 0.18693999775820933, 0.18788735252058633, 0.1887906645769655, 0.1896374616874469, 0.19042911336110488, 0.1911855592578711, 0.19187790628754567, 0.1925331537321934, 0.19312741065199343, 0.19368321361231267, 0.19418683174778115, 0.1946448686368304, 0.19505709737773871, 0.19541968688589212, 0.19573752731396118, 0.1960106820807263, 0.196239320623277, 0.19642370997482658, 0.1965642066031346, 0.1966605136360561, 0.19671503334608828, 0.19672716781329624, 0.19669755643453674, 0.196626892002017, 0.19651475487436823, 0.19636392579430417, 0.19617261644397893, 0.1959408143316029, 0.19567332048754071, 0.19536669325568617, 0.1950211728858801, 0.19464016302430934, 0.19422145137057178, 0.1937689828702117, 0.19328019972368696, 0.19275567898971516, 0.19220005226146833, 0.19160618002558416, 0.1909829175222199, 0.19032702834286383, 0.1896393070625529, 0.18891595077401457, 0.1881669795798731, 0.18738393094792882, 0.18657236042198483, 0.18573320590991851, 0.18486237849227405, 0.18396575354887726, 0.18303916502374726, 0.18208864602015823, 0.1811099640461868, 0.1801040105605298, 0.17907170213946447, 0.17800338023622705, 0.17694240590129587, 0.17582609023851398, 0.1747085134736126, 0.1735374455626906, 0.1723671012004839, 0.17119838987119676, 0.1699791802603363, 0.16876346429232977, 0.16749940361526938, 0.16618834967229426, 0.16493584992583848, 0.163586389523638, 0.1622452422985839, 0.1609129427714855, 0.15953925690300644, 0.15817604452199627, 0.156773799209324, 0.15533413076383246, 0.1539076482852344, 0.1524946005243958, 0.15099917637457272, 0.14956698637355856, 0.14805570068772678, 0.14656140866376888, 0.14503825803660972, 0.14353321631232974, 0.1420014628227934, 0.1404446025155535, 0.13890785123530472, 0.13730497786419457, 0.1357666235931584, 0.13416524010829045, 0.13258661840909075, 0.13098980366148458, 0.12937625670974176, 0.12774741491350608, 0.12610468903703842, 0.12448765214204158, 0.1228582310844465, 0.12121773700267222, 0.11956744860044659, 0.11790861038133636, 0.11624243115165125, 0.11457008277970547, 0.11292663527622246, 0.11124470711514407, 0.10959264017109654, 0.10790536997992788, 0.10621721757805605, 0.10456009426912359, 0.10287236776143575, 0.1011864591475942, 0.09950318833893829, 0.09782333670210722, 0.09611952848454858, 0.09444925912442208, 0.0927575049832527, 0.0910729960503377, 0.0893963077077416, 0.08772798099068278, 0.08604364241458314, 0.08436967709539167, 0.08268265562753796, 0.0810078191296363, 0.07934549858164963, 0.07767364695660588, 0.07601585304358173, 0.07435095323182853, 0.07270146715702484, 0.07104709084328288, 0.06940930672946798, 0.06776864580189423, 0.06612648653479267, 0.06450280586141409, 0.06287933249622642, 0.06125727461815689, 0.059637779884908496, 0.05803892439998506, 0.05642735747876776, 0.054837641012365324, 0.05325372269361786, 0.05166105826461659, 0.050091700536620175, 0.0485306212939744, 0.04696422216150926, 0.04542218466451369, 0.0438768302024926, 0.0423430500266167, 0.04082136659550457, 0.03929963483529364, 0.03779156075738498, 0.036297525867500666, 0.034806191630756655, 0.03333015286560082, 0.0318585791018418, 0.03039256192302652, 0.028943638948234447, 0.027501701518142647, 0.02606766397595345, 0.02465207808872823, 0.023236081593092497, 0.021839560682474418, 0.020444582404286163, 0.019069907145306167, 0.017698495099439968, 0.016339813202414382, 0.014994347079618175, 0.01366253818733981, 0.012337232624822739, 0.011026766198018711, 0.00972431076403256, 0.008437672640637345, 0.0071603385390408255, 0.005893074440309163, 0.004636587844887245, 0.0034100287249057533, 0.0021944211766876465, 0.0009554677867242296, -0.0002467991912668218, -0.0014686985256733107, -0.0026537950625873585, -0.003803703307802795, -0.004969903961235324, -0.006100936890512116, -0.0072453100233084355, -0.008354701401104416, -0.009474779272242193, -0.010560207459265496, -0.011612523412077181, -0.012713498276997588, -0.013740383729288128, -0.014811373260075839, -0.01581138436107905, -0.016851312938903785, -0.017857472001150253, -0.018831406594701384, -0.019806557908723665, -0.020781216626225053, -0.02172387949611193, -0.02266494104217346, -0.023602932831438564, -0.02450948292563526, -0.02541215554653798, -0.026284488379968336, -0.02717661913504615, -0.0280143404120519, -0.028869667753551837, -0.029717264683749686, -0.030535094491811316, -0.03134497156363883, -0.03212640561634224, -0.032918709976909426, -0.033682510926976564, -0.034436809196474315, -0.03518098983286003, -0.035914494712672385, -0.03663682014728519, -0.037332352429226376, -0.03803158997385939, -0.03870438497279767, -0.03937904453508867, -0.04002772606735635, -0.040664190242856633, -0.04130018852245074, -0.04191106806926653, -0.0425091358859232, -0.043104867539004915, -0.043686681112363054, -0.04424478189146498, -0.044799079146159014, -0.04533940567711607, -0.04586579310815057, -0.0463865100972007, -0.04688483750218911, -0.047376963438588465, -0.04785480649097179, -0.04832538005580171, -0.04877480497017422, -0.0492166910059361, -0.04965034815921151, -0.05006946910258182, -0.050474307386300696, -0.05087027001880456, -0.05125196260089606, -0.05162432807880102, -0.05198253335616644, -0.05233108491109286, -0.05266963958861019, -0.05299414098783051, -0.05330850013929073, -0.053612478816566334, -0.05390270995490427, -0.05418256168127674, -0.0544518827607184, -0.05471055350722315, -0.05495848379215198, -0.055195611091467506, -0.055419732543839056, -0.05563531327798603, -0.05584004462805557, -0.05603395616932134, -0.056217096179799524, -0.05638953006399887, -0.05655133885158248, -0.05670387633406529, -0.056845772842711924, -0.056977162229322156, -0.05709912993151925, -0.057210693386159465, -0.057312777292461155, -0.05740463171425615, -0.057487030646588805, -0.05755943452263822, -0.05762247641155396, -0.05767615028111922, -0.05772047161562887, -0.05775547577615053, -0.057781076723387385, -0.05779768620047492, -0.05780518529375191, -0.05780371074203704, -0.0577933539329281, -0.05777407815512792, -0.057746251258814996, -0.05770969013276121, -0.05766469367362169, -0.05761110651457651, -0.05754934051837621, -0.05747918154618337, -0.05740071032468692, -0.05731402238073831, -0.05721823827024572, -0.05711644427614921, -0.057009108242013086, -0.05689091202646954, -0.056761543574829924, -0.05663320241215737, -0.056487665017263225, -0.056344008539567086, -0.056189587236549696, -0.05602425620999053, -0.05585504474356781, -0.05567506148066042, -0.05549166425660965, -0.05530520855622493, -0.05510839959940933, -0.05490125039160093, -0.054691615589753204, -0.05447192406385157, -0.05425021087008379, -0.05401875510311327, -0.05378573048632723, -0.05354330075777603, -0.053299740490638, -0.05304712949801718, -0.05278562821238127, -0.05251541617168593, -0.05224489080668654, -0.05197426481319675, -0.05168734036125968, -0.051400722777950186, -0.051114595368502595, -0.05081283215379058, -0.05051197229438063, -0.0502040821424173, -0.049889402300152985, -0.04957619086429168, -0.04924863523669336, -0.04892296308375184, -0.0485992827834019, -0.04826205534864546, -0.047919456707580035, -0.047579441389133545, -0.04722680969567505, -0.04687714585784578, -0.04652300256234776, -0.04616462876885588, -0.04580227206696093, -0.0454361781018484, -0.04506659004934309, -0.04469374813922569, -0.04431083783298312, -0.04393227543663428, -0.0435511593087664, -0.04316771389511161, -0.042775437320621605, -0.04238143625805821, -0.04199247193389215, -0.04159556448836972, -0.04119117478789969, -0.040792335475530246, -0.0403865735803627, -0.03998044711263446, -0.039574132412040185, -0.03916186898920418, -0.03874992965140807, -0.03833272109498767, -0.03791632288314533, -0.03750087754844838, -0.0370810415191231, -0.0366626025511437, -0.03624038212608624, -0.03581476316735535, -0.03539124055442104, -0.034964881218273354, -0.034540985317734876, -0.03411478169228266, -0.033686610137020484, -0.03325680110652396, -0.032830268233185834, -0.03239805011359867, -0.03196954843724263, -0.03154046292983862, -0.0311110761440233, -0.0306816605933232, -0.03024839359032918, -0.02981977982348699, -0.029391893636018285, -0.028961126551782405, -0.02853170136289312, -0.028103827877064627, -0.02767770615973271, -0.02725000079821061, -0.026824571268154438, -0.02640158614399593, -0.025977905812760115, -0.02555390186560492, -0.025133083158754708, -0.02471557619351698, -0.024295481044597948, -0.023879205103963293, -0.023463974098606948, -0.02305007977307665, -0.022637800186735994, -0.022227399866696574, -0.021821731634608075, -0.021415765755449265, -0.021012394573755446, -0.020611830648406472, -0.020211924292453682, -0.019815334453594045, -0.01942223425593539, -0.019030614278636865, -0.01864291099429844, -0.018257203945984225, -0.017873785709076693, -0.017492932650608136, -0.017120582762051376, -0.016747306725849065, -0.01636650390484173, -0.01601404455311702, -0.015637405740791484, -0.01528829483103712, -0.014917145852945556, -0.01457267946684762, -0.014223149912674878, -0.013869518188286755, -0.013540836954461575, -0.01319446411882887, -0.012858982864628896, -0.012533953397368534, -0.01220656217887203, -0.011889580656700063, -0.01157097456061057, -0.0112514691516005, -0.010942597763388708, -0.010633430832302577, -0.010334725469069887, -0.010046039205785735, -0.009748049703395163, -0.009460547236962616, -0.009183075204219758, -0.008898239752193253, -0.00863195897169136, -0.008359263312356634, -0.008096635706975578, -0.007836323551380303, -0.007578714748526243, -0.00733091684073305, -0.007085986015757828, -0.006844244601073511, -0.0066119773812397305, -0.006382984973540695, -0.006157530629744549, -0.0059358538102786285, -0.005718170744529382, -0.0055095359642883856, -0.005300190395787274, -0.005099814021034029, -0.004903693978901515, -0.0047119589331797275, -0.004524718949119409, -0.004342066295280395, -0.004164076267677869, -0.003994193617847137, -0.0038255323849947383, -0.0036616718838069, -0.00350262791205463, -0.0033484035214615565, -0.003198989853863346, -0.0030543669637931696, -0.002914504624425938, -0.0027793631142372546, -0.002646741137555284, -0.0025209992783378713, -0.0023978717446082815, -0.00227759896972352, -0.0021638461674145003, -0.002052953978690153, -0.0019466386081317469, -0.0018447852579000304, -0.0017459050025496435, -0.0016514086129665706, -0.0015611637239997859, -0.0014738937336430992, -0.0013896724830288678, -0.0013095621415961682, -0.001233410372260866, -0.001160180857904873, -0.0010898948060399903, -0.0010233339193237072, -0.0009596134543248327, -0.0008987216453640817, -0.0008406352090502035, -0.0007859069721309403, -0.0007338251379448164, -0.0006843449749838815, -0.0006378851585028892, -0.0005934100939309631, -0.000551766991447315, -0.000512046132251474, -0.00047461037948906543, -0.000439701473667313, -0.0004065756313063746, -0.00037549662695262205, -0.00034638086014165124, -0.00031891512123794196, -0.00029349133205899277, -0.0002695837644876711, -0.00024715791035490026, -0.00022649418746834482, -0.00020702308770171302, -0.00018914022266018613, -0.00017235926107219673, -0.000156886347582417, -0.00014253841759930542, -0.00012935405871730002, -0.00011717286472232651, -0.00010594354290783067, -9.561446555081644e-05, -8.613410879785877e-05, -7.745144176623228e-05, -6.951626713979802e-05, -6.227951503141173e-05, -5.565535256521848e-05, -4.967810729921305e-05, -4.423051879285913e-05, -3.9280355424722656e-05, -3.4819049528614276e-05, -3.0806333734448276e-05, -2.7185775849889767e-05, -2.3928361076856208e-05, -2.1020188726474412e-05, -1.8416340480585523e-05, -1.604785424125608e-05], 'MSE': 21254.64005553904, 'R_2': 0.8458315361750971, 'U_norm': [-167.24185827131734, -23.332812667549497, 0.1554998164238657, 0.1302117005653561, 0.10324081654714781, 0.0726307846846774, 4.539857651526867, 65.44793479105752, 80.36266450791634, 51.24569841637505, -0.04634065801041851, -0.09168172844372773, -0.10674247350814829, -0.10837251568973796, -0.10334678552733043, -0.09496689929640945, -0.08105500278907574, -0.06859056377258602, -0.9025087592866212, -7.041939681278853, -2.113339551726764, -0.020397538682879784, -0.010256155339381897, -0.0020353875603608762, 0.00417175120796255, 0.009222936048006926, 0.013758437343226803, 0.016116808776555108, 0.017791356498388054, 0.019910022821857117, 0.02047054031330619, 0.020393883941366386, 0.01957603377880217, 0.021125980210843297, 0.018149609378705453, 0.016982683789578738, 0.015581286189376967, 0.014087188272040392, 0.012573266474908277, 0.011201547478159421, 0.009880260451538789, 0.008605196480074654, 0.0073979075525699555, 0.006347829487253414, 0.0054202006921796305, 0.004603188495229116, 0.0039044348952593845, 0.00329880621815911, 0.0027693794244178288, 0.002319017185861191, 0.0019480483573253988, 0.0016367663759362045, 0.0013759829918881198, 0.0011572503217902599, 0.0009727973001570907, 0.0008163382104581568, 0.0006820233557011046, 0.0005647596735756688, 0.00046072009260111874, 0.00036673478977835693, 0.0002803602706650601, 0.00019979607528655837, 0.00012379795265453258, 5.159070732046111e-05, -1.7216743707742247e-05, -8.271213112196798e-05, -0.00014475491428749096, -0.0002030445905626478, -0.0002571814879989067, -0.00030671959440307364, -0.00035121123617300323, -0.0003902436455229224, -0.00042346764964736316, -0.0004506188811498682, -0.0004715320438691086, -0.0004861488772563922, -0.0004945205412232288, -0.0004968051951800494, -0.0004932615721828407, -0.0004842393497852029, -0.0004701670992365757, -0.0004515385565896266, -0.0004288979053596236, -0.00040282469655257417, -0.0003739189562943091, -0.00034278695051131666, -0.00031002798929209436, -0.00027622256865567513, -0.00024192206248351664, -0.00020764010013366187, -0.00017384569276316964, -0.00014095810798542976, -0.00010934343795391682, -7.931276076320615e-05, -5.1121759705502134e-05, -2.4971638670779117e-05, -1.0111544981364528e-06, 2.066042236609532e-05, 3.998961006790652e-05, 5.696446720937645e-05, 7.160997161250441e-05, 8.398318913854052e-05, 9.416837901189072e-05, 0.00010227216265160034, 0.00010841886316838908, 0.00011274610289613554, 0.00011540072612082476, 0.000116535096441586, 0.00011630380096771013, 0.0001148607782320316, 0.00011235687286857619, 0.00010893780830682796, 0.00010474255929790516, 9.99020984619166e-05, 9.453848595581574e-05, 8.876426740059537e-05, 8.268214356774463e-05, 7.638487445289374e-05, 6.99553811685208e-05, 6.346701049241012e-05, 5.698392905172751e-05, 5.0561616662440796e-05, 4.424743093541844e-05, 3.808121882984485e-05, 3.209595349245334e-05, 2.6318378655597106e-05, 2.0769645304014983e-05, 1.546592889209002e-05, 1.041901739970859e-05, 5.636863330409339e-06, 1.1240947039316023e-06, -3.1175180022260876e-06, -7.088640440556981e-06, -1.079199832918753e-05, -1.423204563878684e-05, -1.7414674827480598e-05, -2.03469663195429e-05, -2.30369737179429e-05, -2.5493541107966446e-05, -2.7726148174591746e-05, -2.9744778993328683e-05, -3.155981019910413e-05, -3.3181914105812555e-05, -3.4621972948015787e-05, -3.5891000468263495e-05, -3.700006781222413e-05, -3.796023146772959e-05, -3.87824616162097e-05, -3.947757051454459e-05, -4.005614137032921e-05]}, 'iteration_33': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24474.537714548595, -3765.898426363796, -10.340842533179607, -13.496900500167285, -13.183968062578009, -11.333062770846306, -11.035045390059533, 11095.896174909603, 14127.99808279982, 4639.001542671026, -5.384684105545589, -3.5723585482268643, -1.8812996041186798, -0.35760594030251525, 0.9629481105478056, 1.7805747547771027, 2.8541269716014757, 3.5788746072669695, -149.20272663896947, -1020.1690435065456, -300.83866652986353, 3.700637453431468, 3.5669327212253767, 3.33455470123656, 3.005316582983342, 2.7206602729961302, 2.5141877129661925, 2.351759983318816, 2.22708572576253, 2.132967982346949, 2.060627479003327, 2.001196781526706, 1.9467884504209452, 1.891124746062026, 1.8298093476899597, 1.7602798045913501, 1.6816059049632042, 1.594534741250365, 1.4946572677312369, 1.400397239017379, 1.3036199181699006, 1.2005879993781792, 1.0883894145356734, 0.9838283544527252, 0.8872774380188168, 0.7928099319928016, 0.7080954954184467, 0.627842867384611, 0.5487112468776087, 0.4807917995924377, 0.4188748058634773, 0.3628897016753733, 0.31247889659069444, 0.26722779791256557, 0.2267027448878473, 0.19047072640998894, 0.15811374039073894, 0.12923863070146638, 0.10348324625333107, 0.08051970516305967, 0.06005544403206951, 0.04183262647432285, 0.02562637725708715, 0.011242215115499013, -0.0014870214057223167, -0.012704523671387585, -0.022532956085082146, -0.0310778499232878, -0.038430836147670316, -0.044672631940332254, -0.04987571841685693, -0.05410666757981017, -0.05742809515467943, -0.05990023272962853, -0.06158212749465931, -0.06253249007435774, -0.06281022133106805, -0.062474656182474254, -0.061585567426791006, -0.06020297501490061, -0.058386806192947976, -0.05619645048717661, -0.053690250207806954, -0.05092496310219528, -0.047955228840173385, -0.04483306548554495, -0.04160741658258613, -0.038323763903216464, -0.03502381586205624, -0.03174527698007797, -0.028521699831141344, -0.02538241753606979, -0.02235255236653895, -0.019453093838427075, -0.01670103840127964, -0.014109581852949568, -0.01168835510497294, -0.009443693931078528, -0.007378933471779214, -0.005494718862817834, -0.0037893239673910902, -0.002258971064295537, -0.0008981452348940977, 0.0003001018848809268, 0.0013438634198787737, 0.0022421071142215113, 0.003004426445524352, 0.0036408148307397305, 0.0041614641020196064, 0.004576587736237863, 0.0048962687462189534, 0.005130331618824757, 0.005288237273260401, 0.005378999708897677, 0.005411122736833487, 0.005392554978166897, 0.005330661276960361, 0.00523220853235886, 0.005103364011678734, 0.004949704193828922, 0.0047762323294561065, 0.004587402942601257, 0.004387151640235516, 0.004178928766598981, 0.003965735529195569, 0.003750161444851618, 0.0035344221060012075, 0.0033203963820360883, 0.0031096623645487024, 0.00290353150192063, 0.002703080484184951, 0.002509180579456075, 0.002322524223544293, 0.0021436488022772734, 0.0019729575907543773, 0.0018107379679502007, 0.0016571770252783533, 0.0015123747786202502, 0.0013763552292761752, 0.0012490755548000953, 0.0011304337119922127, 0.001020274802760461, 0.0009183964986114601, 0.0008245538444026032, 0.0007384637323564051, 0.0006598092821426124, 0.0005882443517528142, 0.0005233982658005426, 0.00046488087308504706, 0.00041228787326461015], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [143.8326862576653, 8736.32987856865, 3153.8082170789007, 743.7848445873944, -90.16915270012616, -329.6126225138883, -359.99617447375294, -323.2247315737532, -270.2173739765885, -218.34786787946285, -172.8179361955085, -134.48153622732977, -102.98104033423259, -77.19818885816012, -56.43805196572544, -39.71184235814208, -26.342124267050472, -15.809280458939865, -7.513397214621711, -1.0410771900714213, 3.9547739263465083, 7.741351298021466, 10.607516446143954, 12.708801640343006, 14.231849677511136, 15.290513952287569, 15.989196595999685, 16.411232210958882, 16.62340492857981, 16.67540428072621, 16.607926798985734, 16.452842286521577, 16.233840185728003, 15.970910154798151, 15.677043255406547, 15.362964611132034, 15.036776414132829, 14.704522403638556, 14.37064723971594, 14.036820906359523, 13.708462749852785, 13.384115294560468, 13.066377884002891, 12.754584407262628, 12.45055034804884, 12.153226948917974, 11.862795599379764, 11.579325864856907, 11.303871964421896, 11.03419144327508, 10.771292464594671, 10.515044087080364, 10.264407347914164, 10.02019299783976, 9.78223303865059, 9.548793166586513, 9.318404375908406, 9.098443908728784, 8.880617051277639, 8.671785916683596, 8.458721152227765, 8.26062690696281, 8.058743725077623, 7.865150077833388, 7.6739689048138136, 7.490495133206061, 7.309318290586592, 7.130581538376982, 6.954409117429649, 6.78090768663787, 6.614350825600042, 6.45029463013504, 6.288819993782664, 6.133701702474633, 5.977432571164554, 5.827337717742821, 5.679759834321691, 5.534738774667719, 5.39230515262328, 5.252481122516582, 5.1152811170352885, 4.98340558944003, 4.851364009215642, 4.721954405530029, 4.5951667104224345, 4.47328392928023, 4.351602225372056, 4.232489892705591, 4.11592092301877, 4.00186642457088, 3.8884094464761034, 3.779359995638078, 3.670979175490122, 3.566781278881401, 3.4616955134578924, 3.3606984796115733, 3.2620676282326038, 3.1643240881281995, 3.0675852659430256, 2.9745980303469435, 2.882607217119753, 2.7917057801786775, 2.7031493342432205, 2.6168731982312, 2.5317299643656352, 2.4488257591450107, 2.3670932976482235, 2.286585221531067, 2.208271763761901, 2.1311942018242833, 2.0553887943928943, 1.981706536314665, 1.9092871641486482, 1.8381539414191665, 1.7683253302194772, 1.7005149600524958, 1.6333059917918549, 1.5680785990700155, 1.5035185853228796, 1.4408937044252352, 1.3789854635846155, 1.318958271164335, 1.259682726061128, 1.2017211233849665, 1.145061463099443, 1.0892223997135753, 1.0346937117357924, 0.981456790900591, 0.9290781208334976, 0.877984172931065, 0.8281517644566015, 0.7788249039879753, 0.7311218854568623, 0.6839606103118241, 0.6380435823559605, 0.5930306339142801, 0.548930011302735, 0.5057472447760891, 0.4634853759410574, 0.42240810101583093, 0.3819774916960181, 0.3424645052494899, 0.3038642651094762, 0.265948054711052, 0.22894880035143977, 0.19285640983171887, 0.15765977266913755, 0.12315923559474783, 0.08936548173005902, 0.05628667609259774, 0.024093609800880843, -0.007388914428423589, -0.038158323738668835, -0.06821385511765249, -0.09700139193174678, -0.125524180322136, -0.15411336079196464, -0.18145805477739782, -0.20763089318970943, -0.23381328509425928, -0.25885920850278654, -0.28385332123673157, -0.3087231288385982, -0.33154483101221466, -0.35428442256912396, -0.37688047522193424, -0.39846573268054153, -0.41987451911967205, -0.4410572395312353, -0.46055889992657617, -0.48055411069067366, -0.4996224639964729, -0.5178189442471604, -0.5357794619328938, -0.5534707839648896, -0.5708630642071987, -0.5874249909304916, -0.6032061828359256, -0.6187113193252578, -0.6339179557093915, -0.6488062705624414, -0.6629646993587462, -0.6768121121148861, -0.6903336734913222, -0.703516654687244, -0.7160296909118957, -0.7282178369038985, -0.7400720369106024, -0.751311443459622, -0.7624917157918428, -0.7730747021417846, -0.7833290251345314, -0.7932511255766825, -0.8028386024859576, -0.8118946570054039, -0.8208210560386366, -0.82923742364142, -0.8375029094406146, -0.8452812336592813, -0.852892309563489, -0.8600400771008995, -0.8670084208041863, -0.8735378654855029, -0.8798792914291325, -0.8859105203481208, -0.8915399704667721, -0.8969741443614137, -0.9021148880859213, -0.9070461586644925, -0.9116127775760199, -0.9159715012212826, -0.9200518048157134, -0.9238610035975595, -0.9274577306044681, -0.9307888440474992, -0.9338622819995939, -0.9367241572356205, -0.9393360973571911, -0.9417063132344016, -0.9438699544979974, -0.945801100168773, -0.9475285563807119, -0.9490512961084479, -0.9503543568534896, -0.9514582254384604, -0.9523540666581773, -0.9530572643593284, -0.9535690708490415, -0.953891217152622, -0.9540254068836864, -0.9539785145429551, -0.9537498275818828, -0.9533520616436325, -0.9527785508527575, -0.952035984544451, -0.9511279880120388, -0.9500583687285447, -0.9488310875251256, -0.9474502318918313, -0.945905669593836, -0.944229310546559, -0.9423959727054254, -0.9404074156991648, -0.9383016977111446, -0.9360484419034046, -0.9336501566595481, -0.931149651852451, -0.9284917410643786, -0.9257200536963918, -0.9228178193194021, -0.9198104565856563, -0.9166579206817352, -0.9134082308076896, -0.9100430827340537, -0.9065662703752635, -0.9029816609046974, -0.899293175360019, -0.8955047708019186, -0.891620423980914, -0.8876441164579113, -0.8835555910110051, -0.8793829209512799, -0.8751057842986074, -0.8707524271226404, -0.8663024961016753, -0.8617842540333744, -0.8571531319842729, -0.8524857828526188, -0.8476654514185369, -0.8428646961996616, -0.8378478616533508, -0.832858186868066, -0.8278979751377628, -0.822735322930493, -0.8176091348744824, -0.8122907186010647, -0.8070155474531372, -0.8015585418902089, -0.7961512592090493, -0.7907946614503415, -0.7852695701414519, -0.7795833412873254, -0.7739586257509733, -0.7681829881869742, -0.7624741244763634, -0.7566243091170205, -0.7508460603076551, -0.7449365233404263, -0.7391028701188965, -0.733147238339388, -0.7270768329827908, -0.7210905691932082, -0.7149983200450635, -0.7089933333817228, -0.7028906978171273, -0.6966971641487699, -0.6905974112975759, -0.6842391807096952, -0.678154608123766, -0.6718242750436817, -0.6655965245120669, -0.6593049168940325, -0.6529553443641101, -0.6465535620229506, -0.6402611118076125, -0.633922051472276, -0.6275416899785727, -0.6211251823277075, -0.6146775240668346, -0.6083461160326031, -0.6018478348883971, -0.5954697568171494, -0.5890736946478671, -0.5826638673156731, -0.5761145958980192, -0.5696917301748461, -0.5632667466558815, -0.5568432085975765, -0.5504245185056396, -0.5438964095681502, -0.5374993360202559, -0.5310035319698774, -0.5246396824028003, -0.5181870485993743, -0.5117608280374071, -0.5053632653129595, -0.4989964683869743, -0.4925629485544752, -0.48616823451388624, -0.479813933351773, -0.47340834942751503, -0.46705007519532016, -0.46074025525015877, -0.4544799321102038, -0.4480994998499202, -0.4418612648848282, -0.43559717124384123, -0.42931325994728897, -0.42309313591582887, -0.41686089717256974, -0.4106961708608792, -0.40452626615565834, -0.3984269865387549, -0.3922594767503875, -0.3861683699810071, -0.38008699269980006, -0.37408382700519477, -0.36803217191513765, -0.3620630607046885, -0.35605550648446027, -0.3501340829549475, -0.34418332193835605, -0.33832158465032935, -0.33249302570415695, -0.32664713732815037, -0.32084179893888753, -0.3150790435359455, -0.3093607434407419, -0.3036407537851518, -0.29801757516721145, -0.2923525978250857, -0.28674268560532234, -0.2811888414801444, -0.27564989308845006, -0.27017083693772037, -0.26471235250150826, -0.2592780412563472, -0.2539091116220926, -0.24853201800266775, -0.24322441134545675, -0.23795122144241676, -0.23271501607258382, -0.22751816718815832, -0.22236285888518154, -0.21721977886477922, -0.21215423956586318, -0.20710608670624814, -0.20210808692725016, -0.1971335085401725, -0.19221309083059282, -0.18732129917158738, -0.18248695286227526, -0.1776606292151298, -0.17292012318587707, -0.16814544970810594, -0.16348283699454974, -0.15895073245475383, -0.15432641306984501, -0.14962307094718708, -0.14526237784779558, -0.14082312334857922, -0.13631715373775785, -0.1319431490174353, -0.12751337203574362, -0.12321473422615234, -0.11904140313484544, -0.1148215243210123, -0.11072584477535138, -0.10659221267842042, -0.10242932687335751, -0.09839262736907844, -0.09447641800172651, -0.09053671375156375, -0.08658087479459858, -0.08274602160360783, -0.07890042079641787, -0.07505045775990866, -0.07132053358569317, -0.06770513555006484, -0.06397653324293806, -0.060473732588083105, -0.05686806707770032, -0.05337646873606093, -0.04989576747452679, -0.04643022319223373, -0.043075458921430776, -0.039737535580469205, -0.03642005177591042, -0.03312634143340025, -0.029939822806266694, -0.02677767813383726, -0.023642690537728953, -0.020537415361307786, -0.017534480027628793, -0.01449305642729204, -0.011553458907296088, -0.008647312292697678, -0.005776349484566833, -0.0029421284986273603, -0.00014604101477428178, 0.0026106790789212197, 0.0053269472049002845, 0.008001819726753932, 0.010634485733729318, 0.013224259014280763, 0.015770570247693655, 0.01827295943724381, 0.02073106860334808, 0.02318620829935076, 0.025553581005163313, 0.02791483896490354, 0.030228537173122953, 0.032494868653760466, 0.03471408532206975, 0.03688649271502372, 0.03904454056770642, 0.04115417083385921, 0.04324569265973114, 0.045287734496101364, 0.04728104061724046, 0.049252870207372026, 0.051175493374672705, 0.05304981109593319, 0.05492385431065996, 0.05672512776318998, 0.05852266096086448, 0.06024964541540387, 0.06196996014660621, 0.06364136203382505, 0.06528359498599169, 0.06689564848578569, 0.06845962846054468, 0.06999320172534489, 0.07149566678361632, 0.07296643444649191, 0.07440502084814005, 0.07581104060708845, 0.07717102597321394, 0.07851168384376968, 0.07981912392388273, 0.08109329075899324, 0.08233419629983342, 0.08355245356145656, 0.08472664485647845, 0.08587759269196231, 0.08700421131946498, 0.08808805909627956, 0.08914744685847073, 0.09018159194251071, 0.09118225825609473, 0.09215718775434412, 0.09309903039401649, 0.09401491757452782, 0.09490450255030422, 0.09576164187709214, 0.09659821552556055, 0.09740262682451192, 0.0981806798028493, 0.09893236032463275, 0.09966220484601707, 0.10036107938256124, 0.10103788765584716, 0.10168835557468216, 0.10231274039692159, 0.10291469054921563, 0.10349077299768625, 0.10404432786249955, 0.10457242414822109, 0.10507810894285105, 0.10556133662691941, 0.10602211904253436, 0.10646474943706809, 0.10687272079490501, 0.10727067759238637, 0.10763940878459254, 0.10799632738376856, 0.10832508855917058, 0.10862747293880222, 0.10891718556504952, 0.10918160761360995, 0.10943229968985815, 0.1096678324437661, 0.10987097297892195, 0.11006733507817523, 0.11024068061502644, 0.11039256098878227, 0.11052909617379351, 0.11064550301125724, 0.11074641617157148, 0.11083114898751008, 0.11089716430002657, 0.11094577913537457, 0.11097987547246148, 0.11099654424432619, 0.11099791610670215, 0.11098359095895538, 0.11095360984823319, 0.11090934734666003, 0.11084994431156561, 0.1107752942599589, 0.1106880207637056, 0.11058313355250238, 0.11046962857270819, 0.11033857438393443, 0.11019693226745673, 0.11004149107904493, 0.1098723844111371, 0.10968978208527468, 0.10949388679362469, 0.1092898805171123, 0.10907341557419022, 0.10884473297578712, 0.10860409600421278, 0.10835178752733045, 0.10808810743699099, 0.10781337021986798, 0.10753377489741864, 0.10723800018870473, 0.10693820025635806, 0.10662272722355781, 0.10629789482120654, 0.10597026817764138, 0.10562783866226437, 0.10527712458482485, 0.10491848684065509, 0.10455228419213042, 0.10417253778458126, 0.10379226259941404, 0.10339914244501072, 0.102999869828014, 0.10259479526755065, 0.10218426137545258, 0.1017623152704329, 0.10133561926399764, 0.10089826889393849, 0.10045688127432949, 0.10001177485665899, 0.09955713288909425, 0.09909946037734733, 0.09863301516780593, 0.09816420931903741, 0.09768738361454019, 0.0972088423292934, 0.0967230165324578, 0.09623032271670073, 0.0957368833434498, 0.09523727954114272, 0.0947319139796599, 0.09422118474083792, 0.09371093788271927, 0.09319058507614279, 0.09267134353357773, 0.09214812748291247, 0.09161611540246478, 0.09108609073078021, 0.09055314478510954, 0.0900126405336593, 0.089474910216391, 0.08893039976805589, 0.08838438080860082, 0.08783714483706373, 0.08728436313293991, 0.08673105894872055, 0.0861774903829561, 0.08561951180644227, 0.08506189510948539, 0.08450061510999608, 0.0839360985695793, 0.08337286512481071, 0.08280706739808091, 0.08223909326168849, 0.08167321185602186, 0.08110192444758799, 0.08053329922086173, 0.079960087702129, 0.07939005483905887, 0.07881619820984391, 0.07824249774777188, 0.07766923164770669, 0.07709666478961949, 0.07652175774781811, 0.07594816775823934, 0.07537295416545245, 0.07479961683565708, 0.07422531165340465, 0.07365040510072807, 0.07307524717816631, 0.07250875388655355, 0.07194231186806241, 0.07135975533445571, 0.07078928666795067, 0.07020417620821505, 0.06963144222192699, 0.06907066005989472, 0.06849672722290227, 0.06793497300325096, 0.0673613240055246, 0.06680002186562378, 0.06622799396399644, 0.06566842618833632, 0.0651208747603704, 0.06454252942262316, 0.06399791357214459, 0.0634244125048511, 0.06288370513637973, 0.06231590908744366, 0.061761042358647364, 0.0612186218062297, 0.060670106710285415, 0.060116274065928746, 0.05957512247618446, 0.05902931010406028, 0.05847953532241172, 0.05794254549396607, 0.05740213922341723, 0.05687428012886031, 0.056328514751925726, 0.05581037026340122, 0.05527545329157385, 0.05473927282317945, 0.05421593226287239, 0.0536916411219487, 0.05317982660575014, 0.052654683470743174, 0.05214225533299553, 0.05162998474479152, 0.051118255333920073, 0.05060742849985092, 0.05009784395107161, 0.049600729530037656, 0.049094293036701396, 0.04860037618379544, 0.04809822428371563, 0.04760858714203522, 0.04712132786391961, 0.04662728726532805, 0.04614566966998061, 0.04566704466404058, 0.04518289628427, 0.044702517792202315, 0.04423429486693015, 0.043761628347700865, 0.04329309537693327, 0.04282879166218438, 0.04236135972019673, 0.04190594908791888, 0.041447922810325236, 0.04099476454059658, 0.04053980510405261, 0.0400966474955319, 0.03965207095689501, 0.039206583348571356, 0.03876669246341819, 0.038332371570459225, 0.03789787237798494, 0.03746917633150449, 0.03704081239364226, 0.03661843031341377, 0.03619682448021765, 0.03577633166797945, 0.0353621306308448, 0.03494938834479453, 0.034538385721283024, 0.03413386705194871, 0.03373134855486479, 0.0333310620092522, 0.03293322153345027, 0.03253802432062238, 0.032145651381445386, 0.031760071125291736, 0.03137372472909236, 0.030990658661607745, 0.030610996560421676, 0.030234849524538133, 0.02986231680604843, 0.029493486482950446, 0.029125305995261683, 0.02876114566063561, 0.02840105652258774, 0.028042204173004674, 0.027687659478162464, 0.027334723834930984, 0.02698628072426633, 0.026639761830362797, 0.02629787432083416, 0.02595817471058544, 0.025620845871189547, 0.025286055306453302, 0.024953955865644264, 0.024626850432977822, 0.024300475188266286, 0.023977170436854735, 0.023659022132196127, 0.02334209429943209, 0.02302663632805681, 0.022716517352782163, 0.02240810223906248, 0.0221033110288768, 0.021800515498617074, 0.021501510031375955, 0.021204742388686425, 0.020910362454739397, 0.02061850653712117, 0.02032642000156471, 0.020042848150046283, 0.01976739837720345, 0.01948651530666138, 0.019200992160585267, 0.018936397759466168, 0.018655094761059064, 0.018393944832744265, 0.018128820041204266, 0.017860372789747406, 0.017599911079112806, 0.017336685842439338, 0.017081325450898077, 0.01683346080883389, 0.016583261933337885, 0.016331236115362215, 0.0160867776330787, 0.01584087768279376, 0.015602362216936078, 0.015362743237191402, 0.015130313188668969, 0.014897074855485694, 0.014670820389889939, 0.014444014611895532, 0.014216992206765401, 0.01399006706659788, 0.013770093430041219, 0.013556740056359385, 0.013337345408163757, 0.013124704086838282, 0.012918493459574083, 0.012707157763072293, 0.012502338591946972, 0.012298440195105615, 0.012095651867022697, 0.01189910830831017, 0.011698893374141905, 0.011504929513545994, 0.011316915730499073, 0.01112581611911097, 0.01093641066242782, 0.010752913172734649, 0.010567084519950053, 0.010387101405626582, 0.010208949726490685, 0.010032710139240158, 0.009858454568405318, 0.009686246698776223, 0.009516142457967868, 0.009348190487040851, 0.009179355981735297, 0.009015925217181432, 0.008854750382561383, 0.008695855454251151, 0.008536556673091007, 0.008379743696408655, 0.008227948630843, 0.008076025313635346, 0.007924212214731063, 0.007777317433588603, 0.007630659541124572, 0.007486586713487396, 0.007345074441454299, 0.007204086382221238, 0.007065735094552343, 0.0069281041890200705, 0.006793159568625448, 0.006660856714741119, 0.006529450257709422, 0.006400707120240654, 0.0062729861874720886, 0.006146394303732467, 0.006022513820378905, 0.0058998477043432475, 0.005779867093060438, 0.005661166212849096, 0.0055438164913206205, 0.00542788186426884, 0.005314629074001448, 0.005201647166442708, 0.005091361418616938, 0.004982603549710153, 0.004875409553777027, 0.004769810154962486, 0.004664848824785054, 0.004562545199995814, 0.004461898993684191, 0.004362039207024544, 0.0042639204615160875, 0.0041675455484591626, 0.004072914238166959, 0.003979256795558719, 0.0038873881612642115, 0.0037972976630774825, 0.0037082841899859238, 0.0036204064160762777, 0.0035343567161675964, 0.003450112534522423, 0.003366459656521886, 0.003284649275399315, 0.0032040982828219623, 0.0031248360845556357, 0.0030468875830912076, 0.0029702734709129708, 0.002895487138472546, 0.0028215708985402585, 0.002749029253036455, 0.002677868776847686, 0.002607683208458573, 0.0025389140829643908, 0.002471558330725612, 0.0024052452168699147, 0.002340360530253042, 0.0022765554124343597, 0.0022138563566365755, 0.002152285742850157, 0.0020927645544221948, 0.0020337570114627905, 0.0019742343936937127, 0.0019197426092187246, 0.0018621436532772673, 0.0018093307255850094, 0.0017537855970903185, 0.0017027831167559053, 0.0016515664651784408, 0.0016002926580218546, 0.0015531227719995603, 0.001503916671994006, 0.0014567457564320574, 0.001411498823691448, 0.0013663719126465366, 0.001323106075642793, 0.001280038303620558, 0.0012372690197871067, 0.0011963207652171855, 0.0011557225793511568, 0.0011168661912227523, 0.00107965525099792, 0.0010415964009261975, 0.0010052138678096267, 0.0009704133651420842, 0.0009350078858686532, 0.0009021999058410994, 0.0008688925091101451, 0.000837092676988999, 0.000805841887683801, 0.0007751787639875434, 0.0007459303290546257, 0.0007172582513624362, 0.0006891916241361922, 0.0006624423864092449, 0.0006362791962827184, 0.0006107232798219229, 0.0005857924663782037, 0.0005615013799842028, 0.0005383978320499603, 0.0005153912417092859, 0.0004935359122193152, 0.00047230244404451147, 0.00045169530863722575, 0.0004317168179213728, 0.00041236728929246294, 0.0003936452058544504, 0.0003758997829841877, 0.00035840264465901585, 0.0003415197599033891, 0.00032524373712753, 0.00030956606207884965, 0.0002944772206601332, 0.0002799668149111333, 0.0002660236721922633, 0.00025263594765908805, 0.00023957993836702635, 0.00022727743978908686, 0.0002153036713367015, 0.00020367830448329624, 0.00019274857847327565, 0.00018215599513861255, 0.0001720593705159212, 0.00016244147308223757, 0.00015315679039449022, 0.0001443330310581582, 0.0001359521791970814, 0.00012789120137145547, 0.00012015340942784705, 0.00011283210514821047, 0.00010590851041076318, 9.92844771857581e-05, 9.29587584767707e-05, 8.699804694441168e-05, 8.13195796860976e-05, 7.591941600026958e-05, 7.07926600659482e-05, 6.598498278194474e-05, 6.143088097212327e-05, 5.71239698561151e-05, 5.309803269330899e-05, 4.926106534588711e-05, 4.56840289930176e-05, 4.22867106988365e-05, 3.909839827438687e-05, 3.6137626460790235e-05, 3.3339548518647706e-05, 3.072494746578956e-05, 2.8285214801145242e-05, 2.599274207128006e-05, 2.38788519532643e-05, 2.1898519538386416e-05, 2.0047846161868895e-05, 1.834882614284931e-05, 1.675362511309893e-05, 1.5293729093981817e-05, 1.392855476093224e-05, 1.2674114470576263e-05, 1.151480146361099e-05, 1.0453030958354097e-05, 9.475233813598572e-06, 8.576726094482273e-06, 7.752850228077104e-06, 6.9990090068015575e-06, 6.3106950068231384e-06, 5.683515643362365e-06, 5.1132141147064794e-06, 4.592693852645146e-06, 4.124336355248445e-06, 3.6986644067786936e-06, 3.3129178503634655e-06, 2.9661989036168077e-06, 2.65516207364953e-06, 2.3752455736466747e-06, 2.1240427739794936e-06, 1.9003294456211702e-06, 1.700513611574174e-06, 1.5191971320227642e-06], 'MSE': 20813.864095923695, 'R_2': 0.8490286617160274, 'U_norm': [-170.15977661432356, -26.182493923118212, -0.0718949414273826, -0.0938375057735621, -0.09166183592857402, -0.07879337505512847, -0.07672140247965797, 77.14446893662885, 98.22522598037756, 32.25276307242248, -0.0374371379441287, -0.024836903546137684, -0.013079778017263939, -0.002486263382276654, 0.006694918502366559, 0.012379486225714147, 0.01984338227675408, 0.024882206593884768, -1.0373353291181167, -7.092748332023955, -2.091587628363779, 0.025728765533829894, 0.02479918036127964, 0.02318356692528526, 0.020894531466953168, 0.018915452038192854, 0.017479946898057066, 0.01635066443662206, 0.015483863843174135, 0.014829508104903357, 0.014326559120424633, 0.013913365853013341, 0.013535090701306958, 0.013148087538685052, 0.012721790845701674, 0.012238385125857473, 0.01169140306056824, 0.01108603882694193, 0.010391638434949427, 0.009736293454926558, 0.009063446944450871, 0.008347115200406412, 0.007567052003466223, 0.006840088870034083, 0.006168816441360752, 0.005512028970635874, 0.004923049935704739, 0.004365091725493791, 0.0038149273454492674, 0.003342715853138096, 0.0029122365548391337, 0.002522998852640798, 0.002172516590944875, 0.0018579073046560474, 0.0015761559575868608, 0.0013242520302324506, 0.001099289353626899, 0.0008985345009000993, 0.0007194696084218407, 0.0005598150699881414, 0.0004175368319580715, 0.0002908422810302916, 0.00017816796706677886, 7.816175467806037e-05, -1.0338549931752764e-05, -8.832848796280396e-05, -0.00015666088645338314, -0.0002160694539883635, -0.00026719125689969597, -0.0003105874832202539, -0.0003467620595442903, -0.0003761778292242514, -0.0003992701295067792, -0.0004164577218698888, -0.00042815113323660544, -0.00043475855055129367, -0.00043668948339063176, -0.0004343564591108584, -0.0004281750494424977, -0.00041856254445058193, -0.0004059355896683613, -0.0003907070921193182, -0.0003732826780338667, -0.00035405695693329427, -0.0003334098123570287, -0.0003117029010693358, -0.0002892765041679783, -0.0002664468347001694, -0.00024350387136121688, -0.00022070975568534964, -0.0001982977627006555, -0.0001764718315926232, -0.00015540662552287102, -0.00013524807457493082, -0.00011611434694840762, -9.809718672611479e-05, -8.126355303817703e-05, -6.565749549463977e-05, -5.130220173529697e-05, -3.820215708098155e-05, -2.634536052655582e-05, -1.5705547379971786e-05, -6.244375044761395e-06, 2.086465137297397e-06, 9.343240799633246e-06, 1.558830038593661e-05, 2.0888342766151363e-05, 2.5312847397502524e-05, 2.8932673223374228e-05, 3.181882967256899e-05, 3.4041419119636994e-05, 3.566874653153066e-05, 3.676658916285177e-05, 3.739761704795991e-05, 3.7620953125702606e-05, 3.749186036391951e-05, 3.706154300740914e-05, 3.637704807541702e-05, 3.5481253633347656e-05, 3.441293027685054e-05, 3.3206863219126225e-05, 3.189402263924712e-05, 3.0501770933629555e-05, 2.9054096698584707e-05, 2.757186589711447e-05, 2.607308220348013e-05, 2.457314957415468e-05, 2.3085130891048976e-05, 2.1619997871626225e-05, 2.0186868390399678e-05, 1.8793228159158804e-05, 1.7445134689160747e-05, 1.6147402156026433e-05, 1.4903766746868287e-05, 1.3717032240929123e-05, 1.2589196647024928e-05, 1.1521560722437315e-05, 1.05148198298423e-05, 9.569140838822566e-06, 8.684226025354227e-06, 7.859365931784393e-06, 7.093483625627088e-06, 6.385172413459221e-06, 5.732729239115536e-06, 5.134185789374494e-06, 4.587338946578132e-06, 4.089782150589748e-06, 3.6389382724072144e-06, 3.232094776989429e-06, 2.866440757072928e-06]}, 'iteration_34': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24493.92051436993, -4075.3799119718024, -7.397184724908229, -14.36669161931558, -13.351731527707067, -10.945855044207006, -9.556722355161506, 11770.136272945345, 14194.364578122224, 4261.357902788559, -3.2357380638302162, -1.335904964507089, 0.3385957857868263, 1.7484858139628556, 2.8723210353431012, 3.3952551216865468, 4.209368773582867, 4.562802172317691, -329.5311746673253, -1018.4874179753652, -171.82698154051857, 4.046582971565823, 3.282916029799537, 2.9184165586040933, 2.5032555708253774, 2.1731220338236654, 1.954271648791607, 1.8063766004038129, 1.715981431326079, 1.669680506456033, 1.6533648386663433, 1.6537888899577398, 1.6596154042329454, 1.6619722828498487, 1.6545981846986628, 1.6337199132153852, 1.5977053152407148, 1.5467785250762356, 1.4771153426916, 1.4074663062160995, 1.32937880567329, 1.2401800660845628, 1.1367320486227812, 1.0381023229449398, 0.9443949064896592, 0.8511104704947585, 0.7655463467271537, 0.6784477842751037, 0.5958567939678808, 0.5236823994597055, 0.45912948604657844, 0.3979286011550941, 0.3423008641726694, 0.29196813467994753, 0.2465971012563861, 0.20582505003106122, 0.16927982779760553, 0.13659472296530437, 0.10741904040611862, 0.08142512015813572, 0.058312478251243444, 0.037809673848005994, 0.01967442371005174, 0.0036924126725174943, -0.010324817753258204, -0.022542578991057143, -0.03310607281519798, -0.04214353457540792, -0.04976930550455445, -0.05608669931733764, -0.06119056680094586, -0.06516949729626231, -0.06810762610802454, -0.07008604300314604, -0.0711838171883166, -0.07147866991658905, -0.071047336731519, -0.06996566743087672, -0.06830851506284823, -0.06614946437292503, -0.06356044777631015, -0.06061129233449447, -0.05736923596541626, -0.05389844531472413, -0.05025956157482422, -0.04650929471823606, -0.042700080939399795, -0.038879812909218325, -0.03509164815461821, -0.03137389698004522, -0.02775998834504255, -0.02427850962696134, -0.020953314445050813, -0.017803691268589553, -0.014844584855556847, -0.012086861820899587, -0.009537611652469871, -0.0072004743810105375, -0.005075986463411537, -0.0031619369142473603, -0.0014537262989863643, 5.527810818280659e-05, 0.001373396739327181, 0.0025103068716840196, 0.0034767305601654357, 0.004284144758260298, 0.004944516136742941, 0.005470062344748493, 0.005873040757128401, 0.006165565071893503, 0.006359449454046572, 0.006466079453649121, 0.006496308407161924, 0.006460377693632874, 0.00636785896266816, 0.006227616230390213, 0.006047785613717654, 0.005835770452670944, 0.005598249549875668, 0.005341196358151239, 0.005069907001396069, 0.0047890351998968695, 0.004502632245746381, 0.004214190459373027, 0.003926688628073865, 0.00364263820628311, 0.003364129212547213, 0.0030928749588103174, 0.0028302548730353124, 0.0025773549082234574, 0.0023350051049008756, 0.0021038140614059713, 0.001884200142801961, 0.0016764194000795766, 0.0014805902268635097, 0.0012967148912409342, 0.0011246980935974075, 0.0009643628096760308, 0.000815463654781394, 0.0006776980777882498, 0.0005507157062093357, 0.0004341261492058814, 0.00032750559540548486, 0.00023040251729973505, 0.0001423427554200063, 6.283426547307815e-05, -8.628299620152142e-06, -7.255901810775336e-05, -0.0001294760677254117, -0.0001798970094050251], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [141.95588041457282, 8768.998909236687, 3141.9115718067937, 725.7329346315712, -102.9902979562618, -336.5267702508752, -362.5750790348479, -323.0054382793547, -268.31597325918534, -215.52066086402203, -169.56938625113673, -131.14580412456715, -99.77505359641333, -74.25763823493928, -53.83774801021697, -37.48690392616241, -24.49803483718067, -14.328545935803229, -6.368360648910733, -0.196413322060556, 4.538023400936143, 8.104182294500978, 10.786610486452306, 12.740627372969294, 14.147503698743943, 15.118305515124915, 15.753489194157908, 16.132572403365213, 16.31867867974225, 16.358541272284054, 16.28999562337561, 16.142490490055906, 15.937670925443543, 15.693704654304021, 15.42223733875142, 15.132837380674946, 14.83267314612666, 14.527048740116362, 14.219834906051727, 13.91238769804571, 13.609556981592775, 13.309891749135527, 13.015714265598746, 12.726355070058228, 12.44346914261273, 12.16606984770006, 11.894326214192613, 11.628315596349825, 11.369053800703583, 11.114459383408501, 10.865514124213883, 10.622132496086166, 10.383364733922923, 10.150021939660354, 9.921986995695281, 9.697634690275743, 9.475577692738815, 9.262975907903073, 9.051858006391264, 8.848914650674844, 8.641304704101307, 8.44777886906471, 8.250050260849235, 8.05996335747424, 7.871784944287551, 7.690761320143518, 7.511587931992893, 7.33442148480811, 7.159401121435759, 6.986649492076976, 6.820452516804367, 6.656405585895231, 6.494605033502653, 6.338860268849523, 6.181649179843773, 6.030355603518148, 5.8813180615745635, 5.734591039329278, 5.590219749394828, 5.448240822859937, 5.308682970176175, 5.174313898652093, 5.039552575253684, 4.907260967208369, 4.777441958573379, 4.652451480821681, 4.527478016652806, 4.404960537917873, 4.284884161311312, 4.167230627826316, 4.050029567884433, 3.9372276878951307, 3.824968375128251, 3.716901856718849, 3.6077760112227124, 3.5027653608965, 3.40009160606072, 3.2982216832682814, 3.197281809822116, 3.100147046830736, 3.003948046077692, 2.9087859991100324, 2.815981550124403, 2.7254748918914347, 2.636068226771699, 2.548928741700387, 2.462940253576804, 2.3781621734881218, 2.295621606606455, 2.2143133961737336, 2.134279740503692, 2.0564241312833977, 1.9798424802704313, 1.9045631331050616, 1.8306093519529536, 1.758741406851807, 1.6874612682625034, 1.618236165024219, 1.5496748147268524, 1.4831268556552824, 1.4173007564754447, 1.3534377529832418, 1.290339373676259, 1.2286066925826107, 1.1682298467429253, 1.1086983562734045, 1.0505367733217297, 0.9937279142200117, 0.937811443870925, 0.8832448319224555, 0.8300056921187426, 0.7772881945701053, 0.7262894814937372, 0.6758546385906492, 0.6267366178543182, 0.5785733339131698, 0.5313752033742397, 0.4851496901072897, 0.4399015425234071, 0.395914591877607, 0.3526141740402237, 0.310291731139047, 0.26894329051114396, 0.22832501644042022, 0.18868754809368984, 0.15002114443735198, 0.11231490420788076, 0.07535588536148394, 0.03915644339111123, 0.003726193164564957, -0.030751144470730844, -0.06446246546206305, -0.09740429729799067, -0.12957515564364624, -0.16038152523567756, -0.1908965065265811, -0.22147330183175787, -0.2507093011923293, -0.2786823050826327, -0.30665448062180345, -0.3334010097439222, -0.3600797929978028, -0.38661228195016667, -0.4109465809306668, -0.43517957614845326, -0.45924472080156004, -0.48221820283969946, -0.5049878959976959, -0.5275000779581539, -0.5482093434662957, -0.5694250127085946, -0.5896391054035729, -0.6089109982822424, -0.6279143489711916, -0.6466132482789996, -0.6649754709039513, -0.6824404282960338, -0.6990618059234803, -0.7153715540543102, -0.7313455333427833, -0.74696246421263, -0.7617912183398285, -0.7762711295677418, -0.7903863677937201, -0.8041234025083294, -0.8171377383261302, -0.8297890990451672, -0.8420679729907966, -0.8536843671025438, -0.8652125881832218, -0.8760977687470154, -0.8866173134511272, -0.896767719101406, -0.9065467470930698, -0.9157549049843322, -0.9248010350865332, -0.9333000009873162, -0.941614938661966, -0.9494080290977489, -0.9570003860106224, -0.9640972788317623, -0.9709812936656271, -0.9773968233546273, -0.9835912206910555, -0.9894450065114218, -0.994871296497679, -1.000070180563076, -1.0049477870043801, -1.009583948349035, -1.0138340798724723, -1.0178455173438472, -1.0215537242615946, -1.0249669806797985, -1.0281384070636885, -1.0310218241141238, -1.0336261598296612, -1.0359914117523914, -1.0380869066851044, -1.0399218358744333, -1.0415247609610687, -1.0428779912183015, -1.0440035093530666, -1.0449009271146248, -1.0455639097621379, -1.046005865780896, -1.0462267503413816, -1.0462347332796276, -1.0460318221816851, -1.0456205267399672, -1.0450115205236694, -1.044204324478036, -1.0431908498129006, -1.042009131388654, -1.0406287956467197, -1.039065512793156, -1.037323715133517, -1.0354080124146696, -1.0333231605126902, -1.0310740324988175, -1.0286433874133871, -1.0260797229919882, -1.0233429079391545, -1.0204356415313371, -1.0174121488220111, -1.0142274673308744, -1.010885029869914, -1.0074433055666874, -1.0038256553732547, -1.00009125334972, -0.9962168393400012, -0.9922357087038979, -0.988094554708674, -0.9838561533568879, -0.9794960040860656, -0.9750186950093421, -0.9704288671401438, -0.9657311938355982, -0.960930361986566, -0.9560310548968227, -0.9510379367846858, -0.94592540085786, -0.9407283685865745, -0.9354213261706673, -0.9300391096771673, -0.9245563295142649, -0.9190075776539144, -0.9133380169146953, -0.9076412415837578, -0.901774736666545, -0.8959482523236213, -0.8898758472839894, -0.8838519993689085, -0.877878443661826, -0.8716759285230965, -0.8655315052530205, -0.8591710371555339, -0.8528761172117578, -0.8463780989205669, -0.8399526596846076, -0.8336000675249841, -0.82706032600066, -0.8203428133270082, -0.8137104545335112, -0.8069126238481179, -0.8002054201212379, -0.7933446427838138, -0.7865793970587451, -0.7796720173785708, -0.7728645057504037, -0.765925799659871, -0.7588646693213187, -0.7519123049191143, -0.7448476926201347, -0.7378947323845496, -0.7308391181436986, -0.7236889171455267, -0.7166571194387118, -0.7093378484029775, -0.7023434489706785, -0.695076583190566, -0.687937301066595, -0.6807345483158923, -0.6734751994947485, -0.6661659401684645, -0.6589909438926472, -0.6517721266657189, -0.6445156061169878, -0.6372272980488604, -0.6299129117465581, -0.622739376868851, -0.6153859213815284, -0.6081774076772288, -0.6009573569352061, -0.5937305170840196, -0.5863554278709573, -0.5791314159457086, -0.5719136077358759, -0.5647059463422136, -0.5575121803434656, -0.5502043984836378, -0.5430516817334929, -0.5357970142262782, -0.5286979253685161, -0.5215080525931, -0.5143558411655718, -0.5072436534898193, -0.5001736934694596, -0.49303775000587136, -0.4859529059002047, -0.4789207752314166, -0.471839887004948, -0.46481922382099317, -0.4578598627510794, -0.45096276725387185, -0.443941207451275, -0.43708380637487504, -0.43020561620173337, -0.4233133588375887, -0.41649865992671997, -0.40967827747269475, -0.40293926442960926, -0.3962020594692388, -0.3895493340721502, -0.38282964812349346, -0.37620059021666846, -0.36958946555440836, -0.36307058818015353, -0.3565063465223549, -0.35003884054191764, -0.3435369334348985, -0.337135397180174, -0.3307093342437705, -0.32438648902208395, -0.31810644126122756, -0.311814783143023, -0.3055738085016063, -0.2993855967769833, -0.29325204694633483, -0.2871236338115374, -0.28110576791643166, -0.27505006210224076, -0.26906009034167205, -0.2631367750686598, -0.2572361315447793, -0.251406015372195, -0.2456044983792431, -0.23983538733976303, -0.23414232672007373, -0.22844728959279456, -0.22283247044489518, -0.2172606429083284, -0.21173445577211633, -0.2062563397334557, -0.20082851688075617, -0.19542009784201497, -0.19009966934155506, -0.18480394610709794, -0.1795672506760777, -0.1743615132347503, -0.1692188329632913, -0.1641124441247868, -0.15907234671393827, -0.15404697259093145, -0.14911722744695502, -0.14415832419356245, -0.13932206845689027, -0.13462720017445684, -0.12984301329231165, -0.12498360398199736, -0.12048419165242397, -0.11590972197062575, -0.11127279970715012, -0.10677784458222385, -0.10223187348025387, -0.0978266464672088, -0.09355574508284169, -0.08924323530315195, -0.08506355149408823, -0.08085113868790104, -0.07661512344938913, -0.07251357634506166, -0.06854027327222255, -0.06454902825062592, -0.060547506302089424, -0.05667429130432594, -0.05279620002984044, -0.04891983466900865, -0.04517030285240568, -0.04154163062403936, -0.03780537944160585, -0.03430110605636349, -0.0306998379241528, -0.027218347005547275, -0.023753585431004188, -0.020309867573347663, -0.016982031199874972, -0.013676702601729712, -0.010397491949354977, -0.007147726047378562, -0.004009506079145538, -0.000901061883188001, 0.00217486035756261, 0.005215756206001963, 0.0081507214804535, 0.011117418675193532, 0.01397900411262823, 0.01680227332469094, 0.01958558230479613, 0.022327469963543487, 0.025026648655033987, 0.02768199475077607, 0.030292539320716724, 0.03285745897224244, 0.035376066889979504, 0.037847804111898774, 0.04027223107057492, 0.04264901942246022, 0.04497794418267127, 0.04729811367771162, 0.049529521091117856, 0.051749270454789595, 0.05391839446323066, 0.056037226374075426, 0.0581061566256257, 0.06012562730812772, 0.06212583066022339, 0.06407523470634632, 0.06600189606805282, 0.06787697246352618, 0.06970134176198552, 0.071500025262588, 0.07324780612398625, 0.07494571138574796, 0.07663722622631913, 0.07825701551418367, 0.0798672697715122, 0.08140825424356248, 0.08293709686868726, 0.08441627433250389, 0.08586340316322322, 0.08727763363905819, 0.08864342358567937, 0.08997636415372486, 0.09127590981290976, 0.09254162581508146, 0.09377318082399311, 0.0949703397289167, 0.09612183439743444, 0.09725038762404661, 0.09834432755434239, 0.09940373725916322, 0.10042876373852626, 0.10142822834476951, 0.1023847137247916, 0.10331534702882322, 0.10421924319749237, 0.10508178880369885, 0.10591774866435412, 0.10672652942581487, 0.10750181386190669, 0.1082497366764834, 0.10896480306345173, 0.10965258288246893, 0.11031289661730706, 0.11094135999363713, 0.11154678955095793, 0.11212090753914146, 0.11266806862394237, 0.1131884009069294, 0.11368511558611268, 0.11415216137064885, 0.1145956700811831, 0.11501295045225375, 0.11540437501836563, 0.11577237042108335, 0.11611499108830754, 0.1164343949118522, 0.11672907568533705, 0.11700093698961385, 0.11725008947473388, 0.11747669475145536, 0.11768287207528183, 0.11786147348322512, 0.11802351098067264, 0.11816120349827852, 0.11828114797868199, 0.11837795151337438, 0.11845323151825897, 0.11851053640936528, 0.11854751338990947, 0.11856598565952471, 0.1185649880228624, 0.11854603454580133, 0.11850710438521678, 0.11845048849307495, 0.11837755118246449, 0.1182858750621201, 0.11817923506453942, 0.11805410160895863, 0.11791015927228474, 0.11775283860546892, 0.1175832633425103, 0.11738960462235735, 0.11719106293379832, 0.11696830285459286, 0.11673523947233466, 0.11648512114176404, 0.11622603473533227, 0.11595064575535645, 0.11565911181436177, 0.11536027737782527, 0.11503730460917373, 0.11471688698780586, 0.11437285387725543, 0.11402359312563314, 0.11366042571433564, 0.11328368206500197, 0.11289371841344491, 0.11249091358080039, 0.11208535103864825, 0.11166785548968003, 0.1112388212224004, 0.11079865556876448, 0.11034777644338144, 0.1098866100273957, 0.10941558860159073, 0.10894494674368592, 0.10845550614304657, 0.10796726700463376, 0.1074611321855656, 0.10694731639377991, 0.1064358774766482, 0.10590793857435028, 0.10537359543117322, 0.10483326335839767, 0.10428734997825789, 0.10372695171734739, 0.10317114225746288, 0.10260178305614535, 0.10202855769843237, 0.10145183544142025, 0.10087197385627852, 0.10028053838337755, 0.09968683684846956, 0.09908261468337341, 0.09847697181429158, 0.09787021416521148, 0.09725436427901821, 0.0966381840943792, 0.09601388817791011, 0.0953900033701388, 0.09475893941673037, 0.09412898094689746, 0.09349273510568605, 0.09285074252471981, 0.09221091593173526, 0.09156616212944381, 0.0909169848253205, 0.09026387487480911, 0.08961423795772609, 0.08895456620427257, 0.08829905209167682, 0.08764120174762721, 0.08697495914409561, 0.0863137926406362, 0.0856515036606814, 0.08498232560797489, 0.08431900960502055, 0.08364972653069962, 0.08298094351721469, 0.08231297145833963, 0.08164050828968039, 0.08096964440526765, 0.08030064271480093, 0.07962846851997844, 0.07895884430488463, 0.07828690786941475, 0.07761316342967471, 0.0769429730404208, 0.07627172490001118, 0.07559986545457628, 0.07493240854633776, 0.07426049129492582, 0.07359358376961062, 0.07292316249279587, 0.0722582862942855, 0.07159076229300702, 0.0709252104196671, 0.07026192509163774, 0.06960118347430436, 0.06893946263700922, 0.06828095505774574, 0.06762226558189639, 0.06696738159665433, 0.06631303231173089, 0.06565962480177813, 0.06500754422575526, 0.0643668489248943, 0.06372774753884002, 0.06307205298606343, 0.06243151222365086, 0.06177611054781396, 0.06113611003516102, 0.06051092931373514, 0.05987257855223405, 0.05924922532644905, 0.05861414735701716, 0.05799417328931226, 0.05736380582138808, 0.05674858301048331, 0.056147920098383736, 0.05551491980312968, 0.05492018820596215, 0.05429532683461726, 0.05370752102807703, 0.053091648574584774, 0.05249116546004088, 0.05190545464499498, 0.051314471686806536, 0.05071909410218277, 0.05013864393547729, 0.04955449140125319, 0.04896741539439892, 0.048395269056560185, 0.04782075832853706, 0.04726082388018045, 0.04668318292425952, 0.04613599007718551, 0.045572327822421474, 0.04500860510506767, 0.04445961247735032, 0.043910845554036286, 0.04337632236203714, 0.04282910016012936, 0.04229632436561269, 0.04176489897143442, 0.041235224805068554, 0.040707676517256916, 0.04018260336630642, 0.039671532739047964, 0.039152056065005464, 0.03864657286716849, 0.03813383438672584, 0.0376350199966416, 0.03713975803129039, 0.036638761874968895, 0.03615149418909155, 0.035668367792823674, 0.035180803694264656, 0.034698175392381785, 0.03422886015630701, 0.03375620164856117, 0.03328878686078445, 0.03282669074074994, 0.03236259630155674, 0.03191152268245376, 0.031458948395413536, 0.031012269732420276, 0.030564911959500184, 0.030130224892323185, 0.02969521329919279, 0.02926039301187151, 0.02883210961794304, 0.02841030709728277, 0.027989394041177666, 0.027575155232148506, 0.02716229273597438, 0.026756239788007546, 0.026351978392609214, 0.025949836050601093, 0.025554749501497383, 0.02516209147496948, 0.024772129139697046, 0.024389344800726142, 0.02400947547506956, 0.02363273599393188, 0.02325932233640087, 0.02288941250668113, 0.02252316741153595, 0.02216426644387442, 0.021805663060261347, 0.02145111620733525, 0.021100726949880914, 0.020754583464735143, 0.020412761823869335, 0.02007532675165132, 0.019739481366667058, 0.019408294526552683, 0.019081793193987305, 0.01875739923345183, 0.018437879476053614, 0.018120791201314268, 0.017808713431484453, 0.017499332941738797, 0.017195053086171544, 0.016893684299510242, 0.01659538349766937, 0.016300291965737814, 0.016008536165009732, 0.015722120148303848, 0.015437299891497624, 0.015156115504860217, 0.014880359256221231, 0.014606605802370675, 0.014335073188895934, 0.014069075759493102, 0.013805478338125851, 0.013545912375951553, 0.013288980252878798, 0.013036192641909307, 0.012786224074930175, 0.012539194086578997, 0.012295208919138488, 0.012051970169967226, 0.011816735975039008, 0.011589115659554757, 0.011357909520730625, 0.011123835346449406, 0.010907789510913196, 0.010679035272246883, 0.010467546029838737, 0.010253716043113006, 0.010038123469531323, 0.009829841515963268, 0.009620263413751703, 0.009417840493117238, 0.009222215532215713, 0.00902561859166552, 0.008828485720254442, 0.00863815000973127, 0.008447580021637298, 0.00826359916275238, 0.008079641603405952, 0.007902055617326084, 0.007724711360339158, 0.00755351469971534, 0.007382743590137029, 0.007212669756722028, 0.007043545000516058, 0.006880452894377917, 0.006723085054311973, 0.00656211466498901, 0.0064069404231651365, 0.006257264629475056, 0.006104707402596936, 0.005957679452160699, 0.0058121345693500975, 0.005668211065759793, 0.005529523542476179, 0.005389074625502865, 0.005253824191672472, 0.005123501405884336, 0.004991840194180853, 0.004862157862515748, 0.0047373061550276445, 0.004611671550760649, 0.004490774491149929, 0.004371883662706462, 0.004255043315652076, 0.00414029035611568, 0.004027654829143897, 0.003917160387834958, 0.0038088247469473774, 0.0037006967993669423, 0.003596786317432978, 0.0034950536948201902, 0.0033954971525388708, 0.0032964367062696923, 0.0031996692963657284, 0.0031067186065878863, 0.0030144129206397642, 0.0029229117059130626, 0.0028350907470377803, 0.0027481279254993073, 0.0026634090545383927, 0.0025808957561959103, 0.0024993917751733818, 0.0024201086260664502, 0.0023419367583742716, 0.00226598074374631, 0.002192188504189658, 0.002119573000229242, 0.0020490966011593053, 0.001979845708211147, 0.0019118748336207092, 0.001846016601859331, 0.001781457236841967, 0.0017189529534109562, 0.0016577525806099433, 0.001597884608420793, 0.001539372042140411, 0.0014828334275978031, 0.0014270535760756175, 0.001373217849324627, 0.0013207332543693675, 0.0012696036268704204, 0.0012198292836998244, 0.0011709526826601346, 0.0011238982898151475, 0.001078181044707473, 0.0010333961363936772, 0.0009899615812333762, 0.00094785995850296, 0.0009070722159010457, 0.0008672541441330963, 0.0008287391272780246, 0.0007915022528864964, 0.0007552393714689264, 0.0007199655449005204, 0.00068594289382103, 0.0006531404275259237, 0.0006210742459499085, 0.000590212272872059, 0.0005603165672580881, 0.0005313849085730915, 0.0005034125485121651, 0.0004763924452377461, 0.0004504791507285898, 0.0004253254797116976, 0.00040109176358782466, 0.0003777638889139162, 0.000355195921477955, 0.0003335165515094149, 0.00031270719882362056, 0.00029263905957653216, 0.0002734142779469834, 0.0002549143598893352, 0.00023713474717949236, 0.00022006891408311952, 0.00020395004931124625, 0.00018834589863494136, 0.00017299268464707247, 0.0001592854115649883, 0.0001451664206481619, 0.0001325618850223904, 0.00011966535760204731, 0.00010815576530984837, 9.692499493610122e-05, 8.60173369772106e-05, 7.628585755882635e-05, 6.645078977112032e-05, 5.73326748097286e-05, 4.8878196897758516e-05, 4.073706764391491e-05, 3.321061740880896e-05, 2.5995958465697584e-05, 1.9111401596025007e-05, 1.278757493923393e-05, 6.782272632331172e-06, 1.2869775199264296e-06, -3.7388692862149055e-06, -8.634037527525897e-06, -1.3076306628848783e-05, -1.710320959046045e-05, -2.0971810932847006e-05, -2.4346128464237373e-05, -2.755967226312487e-05, -3.042347633120057e-05, -3.303861617641838e-05, -3.540786026733119e-05, -3.7481677859012515e-05, -3.933379947494128e-05, -4.096901575468815e-05, -4.235959339961927e-05, -4.355712932537842e-05, -4.456763786828226e-05, -4.539781764867672e-05, -4.605494263667079e-05, -4.653724704209021e-05, -4.687553139336384e-05, -4.7062067695568556e-05, -4.711400904292456e-05, -4.7039190391886144e-05, -4.684556926110861e-05, -4.654116072772895e-05, -4.6133978409225383e-05, -4.564279361953016e-05, -4.505524399129965e-05, -4.438825091532105e-05, -4.364936209819605e-05, -4.284591281196463e-05, -4.198499910220471e-05, -4.107345545468948e-05, -4.01178366106293e-05, -3.91244032173832e-05, -3.808164230943516e-05, -3.70300355494885e-05, -3.59400473744577e-05, -3.481688191458547e-05, -3.370058576395856e-05, -3.256095107417805e-05, -3.141984923316448e-05, -3.0281279965059247e-05, -2.9132662637813183e-05, -2.7994319585521187e-05, -2.6869328205734718e-05, -2.5745473664552857e-05, -2.462660588759407e-05, -2.353037322594488e-05, -2.2458698485349923e-05, -2.1400239123471744e-05, -2.0357914071061482e-05, -1.9346335081374588e-05, -1.8354968554131657e-05, -1.7386016636629912e-05, -1.6441442949172967e-05, -1.5532810365266047e-05, -1.4650752096967504e-05, -1.379654856093196e-05, -1.2979618192658107e-05, -1.2183617472348197e-05, -1.1425463158257344e-05, -1.0690297471560049e-05, -9.986275275018657e-06, -9.319632792878428e-06, -8.677617191733756e-06, -8.066572839679697e-06, -7.4861519066608265e-06, -6.931231857016038e-06, -6.410873833761433e-06, -5.915396733813911e-06, -5.444940597311016e-06, -5.0063307239548175e-06, -4.588307107014313e-06, -4.20012321933041e-06, -3.831945946250375e-06, -3.488920834414332e-06, -3.1676178316804647e-06, -2.8694780660761572e-06, -2.591408937906765e-06, -2.3327047312697123e-06, -2.0926083101647928e-06, -1.870322155195874e-06, -1.665018746133257e-06, -1.4758502216144602e-06, -1.3019572664253323e-06, -1.141550076531072e-06, -9.957190478489547e-07, -8.618403745800309e-07, -7.393200665307407e-07, -6.281347746540387e-07, -5.274580720729352e-07, -4.360278761725913e-07, -3.532454208736424e-07, -2.788822245481391e-07, -2.119016569277617e-07, -1.5061669199797456e-07], 'MSE': 20518.11580888972, 'R_2': 0.8511738431433173, 'U_norm': [-172.5460086078624, -28.708778448058286, -0.05210904062782274, -0.10120532947588431, -0.09405550172166356, -0.07710744376630632, -0.06732177875686496, 82.91404528221082, 99.99138158560388, 30.018889664656495, -0.02279396993580055, -0.009410705377683215, 0.0023852184600127303, 0.01231710734628065, 0.020233899664943197, 0.02391767863820414, 0.029652655246194252, 0.032142396413788375, -2.321363330437424, -7.174675801118785, -1.2104252489330813, 0.028505920064311383, 0.023126312392675433, 0.02055861691666731, 0.01763403931264965, 0.015308432675532384, 0.013766753776173594, 0.012724915648332466, 0.012088132099833348, 0.011761967908335624, 0.01164703312877548, 0.011650020333609942, 0.011691064876956675, 0.01170766777227028, 0.01165572136367786, 0.011508645585875877, 0.011254942830185929, 0.010896191997752396, 0.01040545373229838, 0.00991481511688438, 0.009364732228645993, 0.008736376858591716, 0.008007643273416774, 0.007312851866470881, 0.006652735382593685, 0.005995598560143693, 0.005392847031352382, 0.004779286237858052, 0.004197478776038233, 0.0036890504217954407, 0.0032343111510074324, 0.002803185051569835, 0.002411318670743856, 0.0020567526644071684, 0.001737139039505568, 0.001449922679121046, 0.0011924819714821573, 0.0009622336379646843, 0.0007567072269908213, 0.0005735945568803247, 0.0004107788856578503, 0.0002663480640190332, 0.0001385953416823458, 2.6010987845012713e-05, -7.273258243338949e-05, -0.00015879989593141778, -0.00023321381816326234, -0.0002968776956448426, -0.00035059699858820605, -0.0003950995144904785, -0.0004310534142446399, -0.00045908276034675445, -0.00047978023909246655, -0.0004937170826620905, -0.000501450289516126, -0.0005035273625335183, -0.0005004888608195812, -0.0004928691038945929, -0.000481195389733945, -0.00046598608182793857, -0.0004477479039215749, -0.00042697274871720837, -0.0004041342698449528, -0.0003796844855346351, -0.0003540505791643003, -0.0003276320408605196, -0.00030079825436698257, -0.0002738865968381964, -0.00024720108898036844, -0.00022101160552085358, -0.0001955536348347248, -0.00017102855905089075, -0.00014760441361267259, -0.00012541707502804802, -0.00010457182078158397, -8.514520011475717e-05, -6.718715451534353e-05, -5.072332596970935e-05, -3.5757493517437e-05, -2.227408199937474e-05, -1.0240690964568909e-05, 3.89403440937158e-07, 9.674814020357889e-06, 1.768371179435539e-05, 2.4491627659589267e-05, 3.0179410352149786e-05, 3.483135839326489e-05, 3.8533538306731796e-05, 4.137229646186232e-05, 4.34329671047615e-05, 4.479877443855631e-05, 4.5549923313171295e-05, 4.5762869430554454e-05, 4.550975759399759e-05, 4.485801473641541e-05, 4.387008290751018e-05, 4.2603276513077055e-05, 4.1109747954367925e-05, 3.943654567079649e-05, 3.7625749305798866e-05, 3.571466709834103e-05, 3.3736081912243336e-05, 3.171853284070228e-05, 2.9686621333304126e-05, 2.7661331285146334e-05, 2.566035449196124e-05, 2.369841396870657e-05, 2.178757904243386e-05, 1.9937567013769564e-05, 1.8156027815920293e-05, 1.6448808621439792e-05, 1.4820196666178103e-05, 1.3273139098663631e-05, 1.180943965531436e-05, 1.0429932353182526e-05, 9.13463316967725e-06, 7.922870772167879e-06, 6.793398123499345e-06, 5.744486625355115e-06, 4.774004973804869e-06, 3.879484990095119e-06, 3.058176588506131e-06, 2.3070942542989438e-06, 1.62305722801501e-06, 1.0027253206589843e-06, 4.4263235462146035e-07, -6.078155841391584e-08, -5.111378129790795e-07, -9.120866822097526e-07, -1.2672740942029889e-06]}, 'iteration_35': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24509.348463231563, -4334.255653366106, 16.52675022568392, 3.8078213298464245, 2.2506399749467154, 4.239587709661295, 1965.2522532654498, 10082.666626877899, 11643.728519424267, 6972.52749492797, -34.87133428257589, -14.069720182761328, -16.49615800502651, -17.077936357418423, -16.696859388924047, -15.911929791820622, -13.99239529379789, -12.107052681275423, -592.5209881103706, -1020.2391571636665, 10.2401416286532, -3.91415050293238, -1.8736084672789004, -0.3907986091475836, 0.6968900341799278, 1.5192828883974416, 2.194590573927556, 2.473167129720833, 2.662990767099905, 2.86512398392998, 2.8523563239777157, 2.780537059927042, 2.6984696454407184, 2.299267291261815, 2.3497738547889773, 2.2075163358994736, 2.029519445610336, 1.8454362756775156, 1.6646534238734265, 1.5067595647118341, 1.3514124466253685, 1.197068795781801, 1.0514590552725471, 0.9226997708126665, 0.8046030671466077, 0.6985805597491677, 0.604144850299911, 0.5190085098225937, 0.44182584782979434, 0.37488450886888836, 0.3165630442413535, 0.2656518033352242, 0.22135074005903174, 0.1828735481249882, 0.14943965965658865, 0.12044989512241583, 0.09522651129240135, 0.07315451822869959, 0.05391436047084279, 0.03687105327856705, 0.02175853034903274, 0.008289422928657931, -0.0037641984527683856, -0.014577624529983103, -0.02428098134779076, -0.032966978682178245, -0.04069858472259615, -0.047516337077565196, -0.05344506247148758, -0.05849983944222145, -0.06269109806720011, -0.06602880492771097, -0.06852572898239435, -0.07019982341820094, -0.07107578938189253, -0.07118590984756819, -0.07057025620370454, -0.06927637741998253, -0.06735858247732161, -0.06487692280209581, -0.061895973423326124, -0.05848350099408615, -0.05470909472943358, -0.05064282344702616, -0.04635396905540533, -0.04190987435044188, -0.03737493140143232, -0.0328097264282345, -0.02827034823670035, -0.023807859946352334, -0.019467927925597952, -0.015290597575518884, -0.011310202470549492, -0.007555391552004614, -0.0040492580781021255, -0.0008095538684115526, 0.0021510272834377006, 0.0048245122334859905, 0.0072072713237552296, 0.009299614218014505, 0.011105370025970597, 0.012631461487519289, 0.013887481549973948, 0.014885279189350972, 0.015638560075990023, 0.016162506557067483, 0.016473420339842896, 0.016588390519849505, 0.016524988791375345, 0.01630099302892758, 0.015934139857323445, 0.015441906209406685, 0.014841319507791608, 0.014148795716981603, 0.013380004184689515, 0.012549758055099745, 0.011671928718061952, 0.010759382749403298, 0.009823939600883786, 0.008876348266231033, 0.007926281106403161, 0.006982342924600585, 0.006052093392909835, 0.005142080880080161, 0.004257885881037355, 0.0034041721602864347, 0.002584743994987764, 0.001802607828075494, 0.0010600368754816794, 0.0003586372918851049, -0.0003005853447199947, -0.0009171603436144412, -0.0014910879139094539, -0.0020227777132390276, -0.002512990512346859, -0.0029627834940392683, -0.0033734594946452164, -0.003746520419550875, -0.0040836249203401965, -0.00438655030881355, -0.004657158620903346, -0.004897366588519217, -0.005109119318462571, -0.005294367329202405, -0.005455046642574876, -0.005593061586480772, -0.005710270044776228, -0.005808470845274845, -0.005889393104727112, -0.005954687404879539], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [140.4394281809093, 8794.056414789686, 3142.5426596341076, 715.3425970033675, -117.34789435575274, -350.11761289561076, -372.780962232671, -329.0212411971106, -270.4434886153743, -214.54182620996906, -166.35586588282217, -126.47135066396656, -94.26066958250497, -68.36059055791725, -47.88390618872201, -31.694334463046975, -19.005429945451038, -9.212897677682966, -1.667283696323932, 4.081029307464077, 8.40167296019237, 11.578117971652555, 13.896131673541035, 15.518652461291095, 16.622997319132082, 17.321243694670056, 17.711624535263468, 17.8709469757163, 17.858371233044377, 17.719153182500275, 17.487583380893803, 17.191746980292113, 16.85044596192158, 16.48085065767162, 16.092466768518054, 15.693721623574929, 15.290845117029441, 14.888380832607034, 14.48959062016193, 14.09495241663346, 13.709751321456784, 13.331467729354335, 12.962574252830477, 12.60190483575551, 12.251291664618837, 11.90934618256249, 11.576166867640548, 11.251766133504526, 10.937307136219486, 10.630209243988249, 10.331614770615664, 10.041369439455092, 9.758296471122792, 9.48331021894185, 9.21621274260244, 8.955053838795195, 8.69819987189854, 8.453845413642448, 8.2127457407756, 7.9824687108979395, 7.7484355695143785, 7.531706412020001, 7.311717044454926, 7.10162915404637, 6.895021026548305, 6.697571794405458, 6.503414265469231, 6.312691054769537, 6.125520587826349, 5.941999014371067, 5.766597501219809, 5.594586991037049, 5.426032385083616, 5.264826428396049, 5.103144889447139, 4.948544612983105, 4.7972106977020585, 4.649160623175134, 4.504401325235362, 4.362930253664172, 4.224736361994467, 4.092495451728205, 3.9606762017747394, 3.832064123481198, 3.7066225563589095, 3.58656849478129, 3.4672428811101508, 3.3509575236034728, 3.2376609933964153, 3.127299510856358, 3.018005030146116, 2.9134223498549106, 2.809939843570601, 2.7108886032840576, 2.6114337294007086, 2.516271103783164, 2.423743360066481, 2.332448748374785, 2.2424908927866825, 2.1564004595157, 2.071603105416964, 1.9881771492805855, 1.907259409536444, 1.8287681338994506, 1.7516440995037534, 1.676874171135253, 1.6034804954376374, 1.531501019671602, 1.461787891987128, 1.3934723422223707, 1.326576536850671, 1.261836376842934, 1.1984810244166582, 1.136520657160611, 1.075960954170018, 1.017406293593007, 0.9596226981738348, 0.9037864696783697, 0.8487619585660903, 0.7956192741479603, 0.7433137677381549, 0.6928188921161199, 0.643174079760267, 0.5948428818591368, 0.5478048839620387, 0.5016527942270163, 0.45678368785407936, 0.4131719334870015, 0.3704545575505689, 0.3289715621692562, 0.28869411151932994, 0.24900541655513267, 0.2107975053498077, 0.17319571352206622, 0.1367542495988689, 0.10119524866602947, 0.06651913525656462, 0.032724075079156714, -0.00019380196419766933, -0.032036862789722995, -0.0632283674704187, -0.09356408006231622, -0.12305406311051166, -0.15187808254607219, -0.17986415584495138, -0.20702631325795096, -0.23337924068937824, -0.25907757955167865, -0.2841174684389517, -0.30849709379803697, -0.33209592291267886, -0.35504775194496363, -0.3773550947898173, -0.3990218583311316, -0.4196565362547715, -0.439983497653405, -0.46023561650412553, -0.47948738524837875, -0.4978011392373462, -0.5160066601886388, -0.5333100858670555, -0.5504641620111235, -0.567415533192375, -0.5828634093394798, -0.5981488699734318, -0.6132274814750671, -0.6275240991267379, -0.641595177177713, -0.6554059721479761, -0.6680176435667913, -0.6808406432223779, -0.692962267348201, -0.7044270899918984, -0.7156397336776693, -0.72657823026494, -0.7372233107235412, -0.7472542735178594, -0.7567105260920698, -0.765898713166749, -0.7748050632807583, -0.7834178306859969, -0.7915035609323888, -0.7993061972942526, -0.806817644570132, -0.8140313849032251, -0.8207711216252228, -0.8272278045383008, -0.8333974839179888, -0.8391390981326088, -0.8447377203177655, -0.849925077387927, -0.8548384293457665, -0.8594776099022399, -0.8638432521241446, -0.8678515138555085, -0.871682268020147, -0.8751742966619169, -0.8784790629932603, -0.8814645245200428, -0.8842563039478802, -0.8867485958498109, -0.8890435964021907, -0.8910590129556971, -0.8928758696237473, -0.8944588979472242, -0.8957919807850903, -0.8969281792711625, -0.8978472110563305, -0.8985648265749441, -0.8990634985322419, -0.8993658820173552, -0.899468459534536, -0.8993776044773979, -0.8990940394335809, -0.8986244140776052, -0.897975342038814, -0.897140424712016, -0.896134622858525, -0.8949645505980127, -0.893617770766269, -0.8921159424883554, -0.8904432662685445, -0.8886014422335857, -0.8866177959707271, -0.8844723009004054, -0.882195256419883, -0.8797641156562309, -0.8771818183440404, -0.8744515649761734, -0.8716084549379297, -0.8686260273714165, -0.8654746790096473, -0.8622576725044392, -0.85887932416222, -0.8553767667514288, -0.8517540341159373, -0.8480152195036808, -0.8441644569113365, -0.840205904048652, -0.8361070061611926, -0.8319451549196019, -0.8276509252132818, -0.8232280448836301, -0.8187550644118308, -0.8141616402208176, -0.8094517774213189, -0.8047043459044356, -0.7998113200665233, -0.7948515525802995, -0.789791863865536, -0.784673517919092, -0.7794265854390542, -0.7741292015973407, -0.7687485604944079, -0.7632888702355293, -0.7577543162463383, -0.752149049706929, -0.7464771771533733, -0.7407427511942772, -0.7349497622858936, -0.7290674795509609, -0.7231350406270807, -0.7171222432444274, -0.7110674739159972, -0.7049410679113435, -0.6987805831861472, -0.6925243308915869, -0.6862744947418846, -0.6798741401012516, -0.6735510173573261, -0.666994393614641, -0.6605218207696787, -0.6541325521469743, -0.6475274602976149, -0.6410118021689046, -0.6342943591419034, -0.6276720341891636, -0.620861637679393, -0.6141515602680446, -0.6075400810644461, -0.6007560879068434, -0.5938100790254773, -0.5869733437059835, -0.5799869154475723, -0.5731134208088694, -0.5661019976015145, -0.5592066543090712, -0.5521845659931492, -0.5452812048598503, -0.5382616897385697, -0.5311351628147092, -0.5241343905672212, -0.5170362484850455, -0.510065168877202, -0.5030057529079794, -0.4958662023381922, -0.48885867181732545, -0.4815787455575666, -0.474634979842529, -0.46743383400781274, -0.4603717850108128, -0.4532593473031579, -0.4461033117400274, -0.4389102476931464, -0.43186092750504945, -0.42477992398642384, -0.41767320520071854, -0.4105465164109736, -0.4034053782409525, -0.3964123352105551, -0.38925461142616774, -0.3822483557593318, -0.37524106514357086, -0.3682372735914605, -0.3611001106668734, -0.3541191530116225, -0.34715400226901144, -0.3402083696271826, -0.33328577042880975, -0.32626327967421315, -0.31939936596855517, -0.3124472701127974, -0.30565367137979427, -0.29878268780694567, -0.2919571914886021, -0.2851793112406225, -0.27845102267132904, -0.2716694402567465, -0.2649459208616952, -0.2582818556681037, -0.2515811545225416, -0.24494701203816965, -0.23838029332938046, -0.2318817574446031, -0.22527570707961372, -0.21883372341949225, -0.21238189067041072, -0.20592672631980005, -0.19955405545456512, -0.19318603480105298, -0.18690393939054192, -0.18063358796673232, -0.17445190588546838, -0.16821832270216172, -0.16207916602699118, -0.1559670612666765, -0.14995065892120826, -0.1439030586002026, -0.1379552732638237, -0.1319867826410569, -0.12612137406758092, -0.12024466430338028, -0.11447352527694755, -0.10875268161488871, -0.10303275493256343, -0.09737054820546076, -0.09176794322297754, -0.0862266441321185, -0.08070203423778687, -0.07528910074325833, -0.06985446902074947, -0.06449132695440682, -0.05920041547445459, -0.05394249812006055, -0.048760257824995115, -0.04361644848501903, -0.038514598746857864, -0.0334932972206275, -0.028483840019650732, -0.02355862879345752, -0.018684948978129466, -0.01386518429772644, -0.009101503391003154, -0.0043958694656512165, 0.00027834958657149065, 0.004861883540049916, 0.009409279724254253, 0.013890973422035657, 0.018330919167636604, 0.02270168997807533, 0.027026007293624834, 0.031278456495372114, 0.03550243402730101, 0.03962996770540449, 0.04376534817071401, 0.04778193025945365, 0.051664982112700514, 0.055605057607834164, 0.05958909733564381, 0.06326129369380461, 0.06697774554795265, 0.07072685995667684, 0.07434323176263463, 0.07798205183672964, 0.08148976014999912, 0.08487257447518592, 0.0882698132508654, 0.09154403610031886, 0.09482495443457951, 0.09810440246946688, 0.101260099261688, 0.10429803397011553, 0.10733009599675675, 0.11034954362065208, 0.11325198922766831, 0.11613746272964871, 0.1190002596115638, 0.12174827307678075, 0.1243871987691931, 0.12708248306785397, 0.12958948769632508, 0.1321439595581599, 0.13459153283575212, 0.13700509726190827, 0.13938114502790486, 0.1416547300083908, 0.14389016452262754, 0.14608460706102455, 0.14823548698475772, 0.15028907288162283, 0.15229950649175636, 0.15426475750237348, 0.15618302343073362, 0.1580102827763803, 0.15983212229545757, 0.16156439872674103, 0.16324835852295366, 0.16488298882453278, 0.1664674444545006, 0.1680010382273614, 0.16948323136065196, 0.17091362404494959, 0.17229194621951366, 0.17361804859281674, 0.17489189393999172, 0.17611354870269055, 0.17728317491098475, 0.17840102244170886, 0.17948551210474653, 0.18049968913282338, 0.18147910482606566, 0.18240634245475623, 0.18328212408003425, 0.1841072144817238, 0.18488241593254798, 0.18561927258112684, 0.1863061676242393, 0.1869530627353079, 0.1875503912336008, 0.18809929966676361, 0.18860752902885186, 0.18906820414999023, 0.1894825719649327, 0.18986092710361482, 0.1901890413936648, 0.19047999585381745, 0.19072347651914037, 0.19092908338484782, 0.19109170736148165, 0.19121396060259377, 0.19129584578900083, 0.19133723354627596, 0.191339419770163, 0.19130263388663588, 0.1912271884673002, 0.19111347205550822, 0.190961942246525, 0.19077512995216636, 0.19054989798607627, 0.19028855716848442, 0.18999177845802992, 0.18966027169621463, 0.189291396927167, 0.18889246750119773, 0.18845731451345824, 0.18798615732074983, 0.18748773373225483, 0.1869547195247612, 0.18638752432956263, 0.18579132791591285, 0.18516226416241585, 0.1845058748477954, 0.18381806949265075, 0.18309950405303071, 0.18235616216286643, 0.18157830715925952, 0.1807773495182862, 0.1799487845179443, 0.17909341588795444, 0.1782064276918368, 0.17729989559708043, 0.17636335864772407, 0.17540334281630823, 0.1744207381995164, 0.17341062107247368, 0.1723796657426512, 0.17132293342946825, 0.17024715371353213, 0.1691473804964738, 0.16802451750258812, 0.1668794817650282, 0.1657015504477963, 0.16453821988863254, 0.16332062861265034, 0.1621077352012611, 0.1608428030958829, 0.15958434093549564, 0.15833289740452966, 0.15703259146866394, 0.15574094836843316, 0.15440281848069043, 0.15301984886862321, 0.15170301403604566, 0.15028871557507897, 0.14888745095650474, 0.14749944046767363, 0.1460722544549828, 0.14465968243525779, 0.1432103281998116, 0.141725948348349, 0.140258620087059, 0.1388083259501941, 0.13727679009336818, 0.13581304341991346, 0.13427151160906003, 0.13275024766353424, 0.1312024630579994, 0.12967578313843717, 0.1281246398739721, 0.12655067092399666, 0.12499948801310827, 0.12338404806739363, 0.12183591850563454, 0.12022663680518096, 0.11864240976897805, 0.11704203805880747, 0.1154269693091799, 0.11379862080357303, 0.11215837702940355, 0.11054565542386817, 0.10892239083772239, 0.10728986119740697, 0.10564930786549646, 0.10400193439619564, 0.10234890553250231, 0.10069134643158686, 0.0990639318103122, 0.09739989903266216, 0.09576682619097043, 0.09410035670984494, 0.09243438839823062, 0.09080033478941807, 0.08913738056810802, 0.08747746487689013, 0.08582135302706007, 0.08416977224015067, 0.08249579483994321, 0.08085586821692747, 0.07919592589517778, 0.07754414232656519, 0.07590104034018284, 0.07426710987076594, 0.0726184620000263, 0.07098090422137063, 0.06933149646062998, 0.06769489658569981, 0.0660713885194357, 0.06443941886688877, 0.06282199267349349, 0.061198439787646754, 0.05959069900578358, 0.057978958056027194, 0.056384124062557314, 0.05478721654053924, 0.05318956817883136, 0.05161059238622231, 0.050032498843655474, 0.04845645158218214, 0.04688355462065892, 0.04533134211140481, 0.04376742446281073, 0.042225330014893724, 0.040689465706407774, 0.03914572531938574, 0.03762516462877742, 0.03611320152619243, 0.034596660999656234, 0.03310426720852527, 0.031609219630967585, 0.03012591938962367, 0.028654858768561324, 0.027184290619213358, 0.02572745381790832, 0.02428470377216997, 0.022845084420010413, 0.021420747017680118, 0.020001233290071377, 0.018587594717896203, 0.01719094910773775, 0.01580154470732649, 0.014420260103569657, 0.01305725086235103, 0.011694352173781068, 0.010350701306616656, 0.009009040447027428, 0.007687409111557827, 0.006369420685393337, 0.005064173589022195, 0.003772129476645459, 0.0024937072128019553, 0.0012220388059871734, -3.4878493202220045e-05, -0.001283595502909344, -0.002516629970240834, -0.0037402262652445504, -0.004953649235343366, -0.0061562205950245015, -0.0073296237357680745, -0.008492023925419402, -0.0096761937038762, -0.010824748260514779, -0.011991484812626897, -0.013122510580333672, -0.014219400331637332, -0.015331256645863241, -0.016409012944741275, -0.01749888922210546, -0.01855486171020729, -0.019620398117541116, -0.02065236832719456, -0.02165226918892136, -0.022697762770883166, -0.023672286166102025, -0.024688008589440473, -0.02563578727804782, -0.026620729615760157, -0.02757301299817285, -0.02849413939901672, -0.02941574156672377, -0.030336175303237588, -0.03122569662987416, -0.03211299441783745, -0.03299665871534759, -0.033849970354358334, -0.03469888545521699, -0.035518527990165735, -0.03635598639570703, -0.0371416128067758, -0.037942958754605585, -0.03873623583907893, -0.039500836178122514, -0.040257171884590555, -0.0409861243569663, -0.04172435342634622, -0.04243515995619579, -0.04313624773652698, -0.04382703523761628, -0.04450699605201822, -0.04517565655083948, -0.045818588606063686, -0.04646398003864402, -0.047084000811721295, -0.047704736605166775, -0.048300569437227964, -0.04888417105795069, -0.049466288353654075, -0.05002436067585091, -0.050569667423875156, -0.05111173597569886, -0.051640005619483266, -0.052145623989891754, -0.05264663989960042, -0.053133845584915934, -0.05360728455805629, -0.05407438029130057, -0.05452015342159003, -0.0549591055015809, -0.0553840191956428, -0.05580112500122014, -0.056198146170064835, -0.05658713343873823, -0.05696744757064721, -0.05733355870253959, -0.05768572296388492, -0.05802864948102383, -0.05835767366051264, -0.05867706666910955, -0.05898269483971896, -0.05927841807990264, -0.05956393090141707, -0.059835832663477584, -0.060097423725944135, -0.06034849912424314, -0.06058630649767916, -0.06081363742923379, -0.06103036996263632, -0.06123641225772122, -0.06143170064235347, -0.06161619770420798, -0.06178823983271425, -0.061951273261512285, -0.06210353689191455, -0.062245080484697735, -0.06237597138466705, -0.062496292988708436, -0.06260614328798482, -0.06270644640834085, -0.0627963117826224, -0.06287588679876953, -0.06294585118604401, -0.06300567004036997, -0.06305587753027692, -0.06309615130643141, -0.06312688954021178, -0.06314796100410558, -0.06315963717884314, -0.06316194148352386, -0.06315491737095565, -0.06313862672980722, -0.06311334645121656, -0.06307882917566489, -0.06303532367467235, -0.06298330431676159, -0.06292224276086694, -0.06285214170100334, -0.06277399892974338, -0.06268704861998046, -0.06259190765292649, -0.06248815766789549, -0.06237651308177385, -0.06225650662636932, -0.062128247690522595, -0.061991858930687364, -0.0618459913624785, -0.06169524101383686, -0.06154003283000831, -0.06137269340942178, -0.06119302749214839, -0.06101776361619787, -0.06082200715312186, -0.0606314182380692, -0.06042903999126675, -0.06021482885619473, -0.05999787778712051, -0.05976933095685203, -0.05953851268568838, -0.05930573402521243, -0.05906186895714942, -0.058807015092531015, -0.05855081236207368, -0.058283981348593646, -0.058016256649213616, -0.05773828821535174, -0.057459867398618414, -0.05717160455103756, -0.056883313710263644, -0.05658559373878895, -0.05627866755715502, -0.05596277456219094, -0.05564770207346219, -0.05533361749401587, -0.05500174248587424, -0.05467130267396423, -0.054342436029449534, -0.05399662156756611, -0.05365282532401519, -0.053301951650983614, -0.0529442825436251, -0.052589175533060195, -0.052218706807917264, -0.05185123337136052, -0.051486818152074246, -0.05110796762702126, -0.05072389470490701, -0.05034348807221513, -0.04994973895743622, -0.04956004525500017, -0.04916607845015436, -0.048768110404404326, -0.04836641001867802, -0.04796124271710001, -0.04755286998106716, -0.047141548932101734, -0.04671977060862885, -0.04630340477900699, -0.04588483307821879, -0.04546429178619051, -0.04503465447044832, -0.04460370787806807, -0.044178820793379245, -0.04374580230569745, -0.04330516909384526, -0.04287110869000763, -0.042430032845614585, -0.04198906857973948, -0.041548393414602786, -0.04110175640641506, -0.04065594951398566, -0.040204914707690276, -0.03975521917552677, -0.03930700168460555, -0.0388544909299056, -0.03840391863048129, -0.03794970143216418, -0.0374922516515275, -0.037037466992034654, -0.036580041638463096, -0.03612565328230752, -0.03566917850296558, -0.03521097853865865, -0.034751403599939765, -0.03429569762464742, -0.033834281758502324, -0.03337718803193057, -0.032919818390984, -0.03246246842055779, -0.03200542237039397, -0.03154460988234634, -0.031089069489736696, -0.030634617201814377, -0.030177417417836205, -0.029721948467740924, -0.029268424769420532, -0.028817050143525414, -0.028364286729824908, -0.02791421501359785, -0.0274670044562861, -0.027019329901832947, -0.026571581080781, -0.02612745694887613, -0.025687081494764803, -0.02524422759069608, -0.024805645430221075, -0.02436840471116723, -0.023932807641079176, -0.023499141535071016, -0.023067679032655438, -0.022641411395759554, -0.022215047482559706, -0.021791620847430332, -0.021371348203575682, -0.020951969344342958, -0.020536267703138017, -0.020124417799118357, -0.019714308955510403, -0.019308487116851344, -0.018904936301606678, -0.018503958142201255, -0.018105836915604235, -0.017716771053595325, -0.017326901665735774, -0.016929339138028254, -0.01656151794081098, -0.016168622247472952, -0.015804588319545555, -0.015417727109807171, -0.015058818249444187, -0.014694771184704282, -0.014326591605727574, -0.013984514694495423, -0.013624155730791412, -0.013275255423194595, -0.012937344026502911, -0.012597095374852615, -0.012267777868841652, -0.011936883975807389, -0.011605168031928455, -0.011284598903683971, -0.01096382764912333, -0.01065400994498589, -0.010354676768292336, -0.010045792796963379, -0.009747871288039308, -0.009460429460707576, -0.009165447329795887, -0.008889761293921477, -0.00860751451406422, -0.008335765789210563, -0.008066488032629219, -0.007800080562327438, -0.007543888609937093, -0.007290728116012908, -0.007040930034203275, -0.006800983795682973, -0.006564480320109538, -0.0063316891677056095, -0.006102855117238138, -0.005878198779835915, -0.0056629320968066095, -0.00544698308781909, -0.005240334470764573, -0.0050381215333348515, -0.00484047431317854, -0.004647503613229441, -0.004459301851336744, -0.004275943930995499, -0.004100974716338243, -0.003927299477628036, -0.003758602444951606, -0.0035948972845966255, -0.0034361845837769414, -0.003282452723114602, -0.00313367873359305, -0.0029898291349103687, -0.0028508607526011756, -0.002714508311167249, -0.0025852528315105064, -0.0024587071125955736, -0.002335117182472847, -0.002218247231704671, -0.0021043355477868143, -0.0019951435298072038, -0.0018905513544923733, -0.001789028572380607, -0.0016920222109698066, -0.001599394657194503, -0.0015098342342713127, -0.0014234156508335413, -0.0013412274687383114, -0.0012631118942182358, -0.0011880046681479477, -0.001115926561636486, -0.0010476780665736758, -0.000982350902724934, -0.0009199321031954432, -0.000860396912502101, -0.0008043109607229243, -0.000750943851840393, -0.0007002489676630605, -0.0006526544161186763, -0.0006070985883248938, -0.0005644486026139588, -0.0005237720819361881, -0.00048544006020484037, -0.00044969940455123243, -0.0004157880417088782, -0.00038397551815010957, -0.0003541757503212743, -0.00032606772869679494, -0.0003000520882889839, -0.00027559043463050214, -0.0002526471207518493, -0.00023150865965121227, -0.00021159212880222475, -0.00019330188636482396, -0.00017614023254776005, -0.00016031773894071587, -0.00014564695235631242, -0.00013216709626949106, -0.00011971395354114953, -0.00010823489833992588, -9.76769797386204e-05, -8.79873700487735e-05, -7.911376205845772e-05, -7.100471652062647e-05, -6.360996173950743e-05, -5.6841679457056746e-05, -5.073483804903793e-05, -4.516953751562743e-05, -4.011276848159961e-05, -3.5555701202019294e-05, -3.145713104084647e-05, -2.775935500914055e-05, -2.4432684194470213e-05, -2.1462870768322345e-05, -1.8803997977755596e-05, -1.6385610400344344e-05], 'MSE': 20382.982720814096, 'R_2': 0.8521540178508681, 'U_norm': [-174.518999620285, -30.862099898688406, 0.11767884897828045, 0.02711362034835429, 0.016025698827627506, 0.030188016095267105, 13.993593414199477, 71.79370336454707, 82.90925628270163, 49.64793434085929, -0.24830159739045507, -0.10018354812313485, -0.11746101684156315, -0.12160357396471516, -0.11889011255142058, -0.11330101546610453, -0.09963295567112032, -0.0862083594533744, -4.219050141384726, -7.26462057319698, 0.07291500529618579, -0.027870738023075475, -0.013341043148500601, -0.002782684428504903, 0.004962210716979276, 0.010818065205654159, 0.015626598647145183, 0.01761020510276522, 0.01896184573692476, 0.020401136823921022, 0.020310224605438194, 0.019798834996922417, 0.01921447335634015, 0.016371949998288424, 0.016731582362822385, 0.015718636632245157, 0.014451208439472781, 0.01314044284683365, 0.011853177194191655, 0.010728892785391256, 0.009622742465523892, 0.008523737341688362, 0.007486922091916776, 0.006570090640869739, 0.005729182176363931, 0.0049742481169786626, 0.004301817939316438, 0.0036956039881898737, 0.0031460242643868877, 0.002669367958070723, 0.0022540895316182064, 0.0018915756587711133, 0.0015761296053325852, 0.0013021524714809576, 0.001064086217795161, 0.0008576643819262366, 0.0006780610881195354, 0.0005208972959085034, 0.00038389760823933104, 0.00026254061150482883, 0.00015493177859939456, 5.9024898157088446e-05, -2.6803003324827986e-05, -0.00010380008483821369, -0.00017289290986140433, -0.000234741619049894, -0.0002897945778691012, -0.0003383404346646417, -0.0003805559683138904, -0.000416548545658797, -0.0004463924341439797, -0.00047015860088627247, -0.0004879379673514761, -0.0004998583693419714, -0.0005060956915586029, -0.0005068798051606542, -0.0005024960387704194, -0.0004932829651832604, -0.00047962729190528146, -0.0004619566155685305, -0.00044073074315164283, -0.0004164322076162661, -0.00038955651949033, -0.00036060260431567624, -0.00033006378444187996, -0.00029841957475219627, -0.00026612847945916933, -0.0002336219031958611, -0.00020129922672516127, -0.00016952404537274403, -0.00013862152685747896, -0.00010887681475821934, -8.053438154932174e-05, -5.3798222232364695e-05, -2.883277252575183e-05, -5.764434393915662e-06, 1.53164059103671e-05, 3.4352975555711204e-05, 5.1319429535251213e-05, 6.621797281217824e-05, 7.907587059088833e-05, 8.994241629274909e-05, 9.888591657107895e-05, 0.00010599074214850273, 0.00011135448435350443, 0.00011508524920306301, 0.00011729911312602792, 0.00011811775915535904, 0.00011766630667207061, 0.00011607134316497406, 0.00011345916240415425, 0.00010995420902105032, 0.00010567772690614019, 0.00010074660605783535, 9.52724201840885e-05, 8.93606463892042e-05, 8.31100560086807e-05, 7.661226559223018e-05, 6.99514356347883e-05, 6.320410442683971e-05, 5.643914408715615e-05, 4.971782518148599e-05, 4.309397641163978e-05, 3.661422548642744e-05, 3.0318308361837194e-05, 2.4239433408018133e-05, 1.8404689009033234e-05, 1.2835482564351742e-05, 7.548000525073259e-06, 2.553679527638667e-06, -2.1403202022994705e-06, -6.530647107943764e-06, -1.0617302678272217e-05, -1.440320388354126e-05, -1.789376779753926e-05, -2.109652209837042e-05, -2.4020743641889973e-05, -2.66771267566686e-05, -2.90774818837543e-05, -3.123446438515636e-05, -3.3161332901701915e-05, -3.487173553733429e-05, -3.637952243962659e-05, -3.7698582289971595e-05, -3.884270054637916e-05, -3.982543698995457e-05, -4.06600206966347e-05, -4.135926023336249e-05, -4.1935467788932926e-05, -4.240039634305597e-05]}, 'iteration_36': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24544.8202389071, -4636.0749003693, 7.615802770527042, -1.0984879509313068, -5.38656081969932, -8.459912261650905, 2386.33123655943, 10257.920368075955, 11618.255800003077, 6801.589540093597, 24.453666388133392, -27.34712625626965, -27.447052262312997, -25.806697260373756, -23.269338553755663, -20.6304849569754, -17.137000925372, -13.960301700922313, -709.1846840184865, -973.5848297608425, 30.91578431035326, -4.255283134378128, -1.6317735819700094, 0.11673953540985609, 1.481203941298016, 2.5649260939829652, 3.449502784410669, 3.8727084809874115, 4.0945788329648725, 4.246506341883202, 4.094475573492539, 3.775380373890295, 3.390323864085559, 3.188967672420847, 2.614421756494252, 2.252515334425121, 1.8894349610471461, 1.5670371559108551, 1.29670973997866, 1.0946456490095344, 0.933948425057471, 0.8050401425743294, 0.7076246521500954, 0.6408601994718222, 0.5910546349526639, 0.5535392095368423, 0.5231224679273633, 0.49392955842969294, 0.46290856801016605, 0.43155985390443846, 0.39824706066813137, 0.3625598776562475, 0.32491909473028596, 0.2860216300062083, 0.2466887017417893, 0.207783534419633, 0.17009254488642525, 0.13427606890102742, 0.10087365040388485, 0.07026664413479364, 0.04268986238690107, 0.018245824145938463, -0.003075181412273917, -0.02137234717186034, -0.03681132465052792, -0.049602653366634615, -0.05998276924835373, -0.06819821242803427, -0.07449325213942674, -0.07910084466749806, -0.08223663061148058, -0.08409554825286289, -0.08485057552618216, -0.08465310069703001, -0.0836344465611001, -0.08190812328889198, -0.07957245027068921, -0.07671325923602178, -0.07340646244564741, -0.0697203371218774, -0.06571743617708888, -0.06145608536263973, -0.056991466210295834, -0.05237631393022673, -0.047661279475579764, -0.04289501665724761, -0.038124060077246814, -0.03339255872572299, -0.028741925409730928, -0.02421045456195701, -0.019832951881824382, -0.015640409537447053, -0.01165975088810993, -0.007913659886240041, -0.004420502154659583, -0.0011943382014846695, 0.0017549761870661097, 0.004421611337722059, 0.006803518519425648, 0.008902131364302634, 0.01072202765051786, 0.012270564804741837, 0.013557501673382275, 0.014594617732015978, 0.015395339361384649, 0.015974381054910253, 0.016347407748693078, 0.016530722884026496, 0.016540985299704266, 0.01639495673867119, 0.016109280516898177, 0.015700291058325294, 0.015183853034838744, 0.01457522853433529, 0.013888970104132784, 0.013138837452205333, 0.012337735396447566, 0.011497670722424526, 0.010629725669525431, 0.00974404591011031, 0.008849841069772754, 0.007955395922785793, 0.00706809062528217, 0.006194428437802076, 0.005340069617495353, 0.004509870270525048, 0.0037079251204896304, 0.002937613237386372, 0.0022016459080915845, 0.0015021158686844473, 0.0008405472298560574, 0.00021794547877298105, -0.0003651529655793774, -0.0009086321289457987, -0.0014127491611776917, -0.0018780887028756427, -0.002305519156752922, -0.002696151176567807, -0.003051298465669589, -0.0033724410757603003, -0.0036611912446649136, -0.003919261810264167, -0.004148437174945686, -0.004350546784759501, -0.004527441026740078, -0.004680969498786103, -0.004812961531316122, -0.004925208946022302, -0.005019450965926961, -0.005097361304514252], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [139.07140934404535, 8826.10973494879, 3128.6906277635926, 694.7867342972391, -133.0311160024665, -359.90112287894414, -377.914002247408, -330.8534422211358, -270.0223577273706, -212.6273768938917, -163.49195103066586, -123.04581838032264, -90.55122239051134, -64.56161938230592, -44.13097489931325, -28.079046790412153, -15.587480125430746, -6.026563203569408, 1.2687664584908545, 6.760261028729862, 10.826033899920867, 13.756877651016184, 15.838875480107511, 17.24018949375112, 18.136313261963217, 18.641112226368925, 18.852598615298316, 18.847031451849816, 18.68198341891816, 18.402886204035873, 18.04245055733287, 17.628706243810118, 17.17904046728495, 16.710489486184628, 16.231357022066902, 15.749521872205879, 15.270703702473334, 14.798973807032212, 14.337157673578794, 13.885075780740284, 13.448176830383524, 13.023109858668441, 12.612271093306289, 12.214033032238477, 11.830130842201836, 11.458783947194068, 11.099879053294345, 10.753222382809406, 10.419844381024562, 10.096820814426374, 9.785186448242495, 9.48460340929732, 9.193693432044167, 8.913240293577864, 8.642878276431253, 8.380494354825595, 8.124348060402262, 7.882439539626865, 7.645457067638196, 7.4206995318152975, 7.193869597197224, 6.985246143735385, 6.7748958621509425, 6.57533869434285, 6.38034587785514, 6.195158132208452, 6.014156895353214, 5.837409467644654, 5.66495756495462, 5.496820046940237, 5.336989963414014, 5.1810593453956875, 5.029023501010328, 4.884305535446445, 4.73981996716928, 4.602261903689465, 4.468158767197617, 4.337471222872927, 4.210151750669251, 4.086145899426239, 3.9653934290897777, 3.850173744657263, 3.7356216793928474, 3.6241229794823138, 3.5156033163686993, 3.4119351101481454, 3.3090578877746375, 3.2089340701900038, 3.1114860058640144, 3.016636400340094, 2.9227520985025603, 2.8329371611476084, 2.7440648398599072, 2.6589736084586826, 2.573488198717417, 2.491624970767726, 2.4119432128614338, 2.3332188743892908, 2.2555231473718997, 2.1810305579810185, 2.1075041509564127, 2.0349973054461024, 1.964488369247196, 1.8959017263607918, 1.8283049977165893, 1.762557659324177, 1.6977957461426454, 1.6340455907663736, 1.5720604101061406, 1.5110675157408013, 1.4510831274624885, 1.3927692284855056, 1.3354347395013773, 1.2790885683246727, 1.2237367129207257, 1.169937877192773, 1.1165611746107555, 1.0646968293276826, 1.013294793334674, 0.9633601942031058, 0.9139179969572904, 0.8658954450210414, 0.8183870527611875, 0.771841006653968, 0.726247097583589, 0.6812168126063353, 0.6371445552994612, 0.594016573272132, 0.5514822486437168, 0.5098889895186075, 0.469220734821201, 0.4288613929941323, 0.3897284279061221, 0.3509371286406355, 0.31306748532759365, 0.275842671302091, 0.2392724732631842, 0.20336481623440014, 0.1681259064973976, 0.13378050766213126, 0.09988305861522391, 0.06666427639721337, 0.03412475022845513, 0.002075777894457895, -0.029281440063736952, -0.05995021132303964, -0.0899346574467706, -0.11940010081160873, -0.14833312518926117, -0.17672225610712228, -0.20441577968857155, -0.23155921009145822, -0.2581455750831481, -0.2841693905602931, -0.3091445866173795, -0.3339364461950876, -0.35883084326088055, -0.3826819375997134, -0.4055460928734561, -0.42845106545508915, -0.45039011571361004, -0.47230899971478346, -0.4941412118298556, -0.514192462776856, -0.5341849691124351, -0.5540614857980952, -0.5730551973554172, -0.5918963272823194, -0.6105374263853869, -0.6276946215815118, -0.645277534936312, -0.662033296741014, -0.6780077722979597, -0.6937562756593401, -0.7092458383832381, -0.7244464455260216, -0.7388912749531035, -0.7526228826577712, -0.7660784231153792, -0.7792349098738149, -0.7920717557934626, -0.8042327748480819, -0.8160766555987357, -0.8275876656203076, -0.8387520807096096, -0.8492889427488656, -0.8594887430842633, -0.8693415265380515, -0.878614281442997, -0.887763473296177, -0.8963469069283039, -0.9045837600758635, -0.9124698129884218, -0.9200020508517062, -0.9270279628222516, -0.9338586199503771, -0.9402024702662601, -0.9463301433020372, -0.9519923999718203, -0.957422610683799, -0.9624101737168025, -0.9671542478154047, -0.9714793805509796, -0.9755534173825324, -0.9792961761018663, -0.9826567104850394, -0.985760858852457, -0.9885515919011687, -0.9910740434506671, -0.9932525700006469, -0.9951662407527081, -0.996784516176289, -0.998115425227947, -0.9991807477137357, -0.9999664445099948, -1.0004812900161533, -1.0007357160245687, -1.000729509300072, -1.0004718005302349, -0.9999632297017271, -0.9992150160720943, -0.9982222433417516, -0.9969860099674449, -0.9955274033011807, -0.9938343857676841, -0.991933389175034, -0.9898080699392137, -0.9874618572435386, -0.9848986621143638, -0.9821537910092697, -0.9792040052872308, -0.9760201680342554, -0.972708825025004, -0.9691737131179261, -0.9654541695037955, -0.961555869611447, -0.9574846370276321, -0.9532464109688663, -0.9488472161897152, -0.9442517979315557, -0.9395483932770525, -0.9346600389803353, -0.9295915974713999, -0.9244345779408842, -0.9191093752756008, -0.9136214250652483, -0.9080640864619268, -0.9023120785620846, -0.896458994166962, -0.8904668686060008, -0.8843857448307116, -0.8781335237660406, -0.8718042983800529, -0.8653600459026939, -0.8588068072328654, -0.8521506095794443, -0.8453974459672203, -0.8385532567029907, -0.8316239127316344, -0.8246152008019697, -0.8174908210381471, -0.810299048472225, -0.8030041403281649, -0.7956535235909594, -0.788212028943129, -0.7807260987325022, -0.7731215599388064, -0.765523398882057, -0.7577415797936662, -0.7500537437724321, -0.7420828319905712, -0.7342156067117074, -0.7264517252012045, -0.7184283768139008, -0.7105170080961541, -0.7023646619516755, -0.694332273999782, -0.6860769575961929, -0.6779488573048122, -0.6699460646363095, -0.6617409220383117, -0.6533470163116825, -0.6450926471573628, -0.636665582560783, -0.6283830034863152, -0.619942989459751, -0.6116516414995715, -0.6032172790046499, -0.5949350199829504, -0.586523311289976, -0.5779938257323423, -0.5696253342225516, -0.5611512677825253, -0.5528396867614186, -0.5444338626444456, -0.5359441327637794, -0.527622805066761, -0.5189901435434919, -0.5107677619472403, -0.5022527570223615, -0.49391436079632106, -0.4855287230230193, -0.4771041963622352, -0.46864882256072526, -0.46037490087504523, -0.45207630926708525, -0.4437602651388165, -0.43543367856050574, -0.4271031513929739, -0.4189579905765475, -0.4106339811926986, -0.4024988613104416, -0.39437518177553416, -0.3862682217431382, -0.3780199325210962, -0.3699649310123684, -0.36194076480040277, -0.3539516259163735, -0.34600145130186927, -0.33794928294752824, -0.33009133058650775, -0.32214490694574444, -0.31439178002008267, -0.30656252735388695, -0.29879723246466194, -0.29109805768991576, -0.2834669766037286, -0.2757872914869962, -0.26818507511939815, -0.2606615740703961, -0.2531082242081272, -0.24564125035338696, -0.23826125884460664, -0.23096873459871345, -0.22356658408760124, -0.21635894725091664, -0.20915082579966418, -0.20194950220558464, -0.19485049750067152, -0.18776685266131526, -0.18078872687358344, -0.17383345494146743, -0.16698609653765029, -0.16009082338984418, -0.15330936273138018, -0.1465669784621085, -0.13993908960369403, -0.133285718500987, -0.1267508148053086, -0.1202017523863153, -0.11377414648963864, -0.10734241797549361, -0.1010342426198778, -0.0947888426663253, -0.08855217117801101, -0.0823860079604403, -0.07629213192337606, -0.07027212319393775, -0.06427732342998385, -0.05841052393600504, -0.052526961560633856, -0.04672739414495664, -0.041012324418433485, -0.035339145843080046, -0.02975368532604351, -0.024215565196370706, -0.018728412254154093, -0.01333348854862591, -0.007956790335630438, -0.0026758363206751496, 0.0025447028119131515, 0.007702473146159701, 0.012795357359988546, 0.017821462928621457, 0.022809402261747727, 0.027696138463281873, 0.0325400420239655, 0.03730979597662208, 0.042031075257582415, 0.04667489713900427, 0.05126558796345576, 0.05577635287203678, 0.060253384042680394, 0.06462482384208768, 0.06900126596818919, 0.07324884632699398, 0.07735230727187621, 0.08151313628178436, 0.08571746416016349, 0.0895901290082395, 0.09350697976817858, 0.09745575392586732, 0.10126236985819949, 0.10509032396391797, 0.10877821029162145, 0.11233282929852276, 0.11590070455641019, 0.11933761612377963, 0.12277984936923837, 0.1262188702247371, 0.12952657957275318, 0.13270946484387575, 0.13588487576125835, 0.1390458035982203, 0.14208309019167428, 0.145101533470176, 0.14809523200640204, 0.15096798399907574, 0.15372589629803365, 0.1565419459889192, 0.159160633721071, 0.1618283117301081, 0.16438384332563458, 0.16690342896315635, 0.16938348086548, 0.1717562975273861, 0.17408908201531417, 0.17637894092746778, 0.17862326443156337, 0.1807660592143395, 0.1828638870730566, 0.18491469629015428, 0.18691667195380068, 0.1888239267444951, 0.19072585655761348, 0.19253467824449524, 0.19429350354893624, 0.19600132886840965, 0.19765732305199543, 0.19926081709432975, 0.2008112939757781, 0.20230837870441729, 0.20375182860628366, 0.2051415239020005, 0.20647745860034705, 0.2077597317325422, 0.2089885389449648, 0.21016416446267885, 0.2113060329105277, 0.2123752475447917, 0.21340929690309274, 0.2143898357232532, 0.21531762583748396, 0.216193470991811, 0.21701821152875223, 0.21780415799491754, 0.21853894420798858, 0.2192332446641732, 0.21987680511862975, 0.2204708121204532, 0.22102364436918545, 0.22152781901838692, 0.221984621246542, 0.22240545093377787, 0.22277445244833344, 0.2231062883059464, 0.22338913808705713, 0.22363406983596007, 0.22383502129299931, 0.2239950665368696, 0.2241141952683353, 0.2241918712456051, 0.22422980553419197, 0.2242282180173003, 0.22418741311875492, 0.22410777247951613, 0.22398974790132445, 0.2238355485289442, 0.22364267872948781, 0.2234131172218994, 0.22314753249892946, 0.22284663253657175, 0.22250803903992578, 0.22213852879197674, 0.22173244930080815, 0.22128999242858796, 0.2208194189969274, 0.22031386713611548, 0.21977372312833546, 0.21920394429601134, 0.21860086091416306, 0.2179698101593679, 0.21730688378692356, 0.21661272056561157, 0.21589312445095896, 0.2151386783523329, 0.2143604580332015, 0.2135541094219472, 0.2127204241690505, 0.2118547068372387, 0.2109687537615789, 0.21005235226324903, 0.20911188867104777, 0.2081482458184434, 0.20715659695125277, 0.2061434966808661, 0.20510409472869318, 0.20404501347526885, 0.20296138720975349, 0.20185410306659834, 0.2007240627506689, 0.1995606688196149, 0.19841085524386062, 0.1972065599387055, 0.19600608436869896, 0.19475326173342, 0.19350602949639914, 0.19226497547823082, 0.19097467259164683, 0.1896921935896738, 0.18836277182720437, 0.18698798728730961, 0.1856781980686485, 0.18427067562844443, 0.18287533656596688, 0.18149244026525277, 0.18006974573443363, 0.17866086851946977, 0.177214543324109, 0.175732479363214, 0.17426667059241555, 0.1728171369586751, 0.17128561451927618, 0.16982113140612415, 0.16827804076197803, 0.16675445816977588, 0.16520352569916394, 0.16367296714361768, 0.16211710113227418, 0.16053753860886538, 0.15898005687440447, 0.15735723048632724, 0.15580123289311185, 0.1541829549589997, 0.15258905872729264, 0.15097810051277302, 0.14935151337720973, 0.14771070194780744, 0.14605703991888852, 0.14443027734970698, 0.14279202838251662, 0.14114356386616855, 0.13948611968819455, 0.13782089546771775, 0.1361490534879062, 0.13447171785510875, 0.13282399217136573, 0.13113826871208084, 0.12948299492467882, 0.12779292975668655, 0.12610241493737542, 0.12444334628240832, 0.12275397111422076, 0.12106670398764642, 0.11938231886345102, 0.11770155236978962, 0.11599697367805434, 0.11432606128472943, 0.11263372806410824, 0.11094867475656457, 0.10927143766333625, 0.10760252058495164, 0.10591750385750574, 0.1042427463877487, 0.1025547711180476, 0.10087879788587233, 0.09921512771571982, 0.09754166226451587, 0.09588198092106472, 0.09421486479547955, 0.09256283369856338, 0.0909055237118412, 0.08926442821691158, 0.08762001301702402, 0.08597362715497313, 0.08434527602571797, 0.08271661433867881, 0.08108882512615241, 0.07946303236726698, 0.07785736566285266, 0.07623830731374558, 0.07464055630928183, 0.07304796733424623, 0.0714458856967138, 0.06986653471858238, 0.06829478365546508, 0.06671691470306611, 0.06516281241239336, 0.06360456911245621, 0.0620571783700654, 0.060521157982911994, 0.058984229929252896, 0.05746022018203265, 0.05594951003531438, 0.05444062084630396, 0.05294628370007545, 0.05145552372786623, 0.049969427420259054, 0.048499683773205626, 0.04703603401395743, 0.045579392228833074, 0.0441404749462737, 0.04270009867079028, 0.04127848315303798, 0.03985736655826652, 0.038455855583984865, 0.03705657468905524, 0.03566917130594767, 0.0342941417682317, 0.03293193926403504, 0.03157524034282696, 0.030232573735672796, 0.028896941068813724, 0.027576346699747824, 0.02626410659700378, 0.024961000941276172, 0.02366775262320964, 0.022404096916034906, 0.021150510049265225, 0.01987156815616974, 0.01862922531907444, 0.01736527412927754, 0.016138081462577177, 0.014946056057824208, 0.013735824469581548, 0.012560783225672115, 0.011370534508142176, 0.01021533544295341, 0.009047634079606225, 0.007914696503739053, 0.006815003017438812, 0.005663026962480192, 0.004587209203814898, 0.0034637376074378385, 0.0024133439598827628, 0.0013195618491343732, 0.0002598333338434372, -0.0007673743140058705, -0.001797312347965455, -0.002828227763202973, -0.003826775616239733, -0.00482512625063056, -0.005821765339916377, -0.006786517275030555, -0.007748683764187663, -0.008680027197226721, -0.009634109252463718, -0.010531535283061427, -0.011449413948812836, -0.012360647653845716, -0.01324150158193377, -0.014115425867506871, -0.014960266035520815, -0.01581854063114988, -0.01664761193122016, -0.017468052663206553, -0.018279202788862806, -0.01908045951068884, -0.01987127496886166, -0.020634496675393722, -0.021403588721209992, -0.022145388766189412, -0.022891099025700478, -0.023609936406045653, -0.024317081125760042, -0.025025632167749567, -0.025708108385264803, -0.02637818436043144, -0.02704763103898852, -0.02770346382381509, -0.028334560028008087, -0.028963403312954297, -0.029578482248775628, -0.030179798047108932, -0.030776811663605793, -0.031350314593054, -0.031918893162630774, -0.03247321869995764, -0.03302143003055005, -0.03354730706557137, -0.03406671974383111, -0.034578904658528316, -0.035076402821913544, -0.035559449635142355, -0.03603448077970699, -0.03649500628673075, -0.036946966700375644, -0.03738447013931325, -0.03781299016402805, -0.03823212374367062, -0.0386368099977247, -0.03903188251510381, -0.03941704853560479, -0.039787989344759536, -0.04014895241701069, -0.04049973725726131, -0.040840176788358634, -0.04117013535409826, -0.04148950675457996, -0.041795237474338914, -0.04209338468947568, -0.04238077802778374, -0.042657410563430434, -0.042923295790500686, -0.04317846600839724, -0.04342297077956824, -0.043658845872437665, -0.043883955306807956, -0.04409840677626849, -0.04430393406616467, -0.04449883328531709, -0.04468465597701947, -0.04485995992374644, -0.045026125022229524, -0.045181947540257825, -0.04532864607400561, -0.045466166558485455, -0.04559447867186123, -0.04571357415380001, -0.045822769890498535, -0.04592356019528493, -0.04601522223506551, -0.04609733351451413, -0.04617100987557122, -0.0462361522633077, -0.046292081738605655, -0.046339584626481134, -0.04637843040824908, -0.04640890440930448, -0.04643091239334577, -0.046444666173433465, -0.04645020049740984, -0.046447567250771656, -0.04643668607005823, -0.04641808274680129, -0.04639228806195282, -0.04635800037042593, -0.04631472738624565, -0.04626690601672878, -0.046207764278428, -0.04614505836302918, -0.0460735678663059, -0.045992990512069454, -0.045906780730098726, -0.045811465584292124, -0.045710977350531874, -0.045605738002168966, -0.045491666036895057, -0.04536864184061577, -0.04524137380236666, -0.04510531385411451, -0.04496548336736591, -0.04481706176150568, -0.044665336042596634, -0.04450525249111817, -0.04434232040810143, -0.044171289236835526, -0.04399221949897198, -0.043805194640920926, -0.043616079895525225, -0.04342515638797823, -0.04322097028068432, -0.04301531494059593, -0.042808442242228815, -0.04258867755873065, -0.042368052406782916, -0.042140800904837294, -0.041907094701043736, -0.0416731168142217, -0.04142705497054575, -0.041181100432523036, -0.04093543053804293, -0.04067825572304016, -0.0404157754159325, -0.04015413271616493, -0.03988164256859032, -0.03961035841941094, -0.039334550106641296, -0.039054424707231215, -0.03877019025783467, -0.03848205509960284, -0.03819022727109307, -0.037894913948822835, -0.037590710822384535, -0.0372890904542995, -0.03698459791589527, -0.03667743210753316, -0.036362383901652265, -0.0360451618876385, -0.035731250944270224, -0.035410197589035686, -0.03508236125905314, -0.034758330094168864, -0.03442799396269837, -0.03409669911607732, -0.0337646124684546, -0.03342703506278497, -0.03308911307696278, -0.03274626921983474, -0.03240351079933361, -0.032060978712390685, -0.031714279459576694, -0.031368204958955155, -0.031018485391960424, -0.030665441833665912, -0.030313646206927624, -0.029959015357071603, -0.029605972060644296, -0.029250557235681124, -0.028893061309779734, -0.028533768028790058, -0.02817680003929465, -0.027814666368056146, -0.027455253213406767, -0.02709496924379491, -0.02673406134695667, -0.02637276854430119, -0.026007879827867838, -0.02564656829118313, -0.025285540290464665, -0.024921757577745673, -0.024558793114154726, -0.024196835590712663, -0.0238360655598686, -0.023473666838662238, -0.023112917493430852, -0.02275397195141331, -0.022394174194715167, -0.022033845213461797, -0.021675975592608244, -0.021320684383531865, -0.02096295705783564, -0.020608256114321422, -0.02025422670522349, -0.01990112434919301, -0.019549193227729134, -0.01919866625644835, -0.018851989113301687, -0.01850487069030587, -0.01815978954832675, -0.017816934876987826, -0.017474472534143595, -0.017134685464899855, -0.016797729453902763, -0.016461888165193183, -0.0161292571464493, -0.015798194921151233, -0.0154689576768415, -0.01514178792017418, -0.014821794859755407, -0.01450088121069759, -0.014173370270809747, -0.013870124486785018, -0.013545958690112127, -0.013245379728158518, -0.012925716462064005, -0.012628934686652313, -0.012327694089390304, -0.012022820609918165, -0.011739370923664746, -0.011440575364070192, -0.01115108961326345, -0.010870543372573722, -0.01058788079425926, -0.010314132311172293, -0.010038909000571604, -0.009762837442454063, -0.009495887199803692, -0.009228616268880382, -0.008970327949988026, -0.00872064648967755, -0.008462861068920337, -0.008214092834848053, -0.00797395300883643, -0.007727389221468491, -0.007496840511093319, -0.00726069157183564, -0.00703321759113987, -0.006807707097092045, -0.006584497666353058, -0.006369750967377166, -0.006157452499923592, -0.00594788322209596, -0.005746494439556932, -0.005547913786027934, -0.0053523710939882806, -0.005160075649389416, -0.004971216657068812, -0.004790181929863432, -0.004608505035859201, -0.004434588124752348, -0.004264343032073427, -0.00409788294994786, -0.00393530492990343, -0.0037766905677349702, -0.0036221067089748224, -0.0034745470520981037, -0.0033280318374666945, -0.0031856712437348246, -0.0030474803267372666, -0.002913463027937396, -0.0027836128966090175, -0.002657913801043611, -0.002536340626049174, -0.0024188599543758056, -0.00230355897206021, -0.002194229786688493, -0.002087164421989691, -0.0019825724819837005, -0.0018836422660003485, -0.0017871921678178676, -0.0016947155695505153, -0.001606113445600789, -0.0015200912290742415, -0.001437876860753958, -0.0013593559018508967, -0.001283418170686472, -0.0012101283726077966, -0.0011404113523364426, -0.001074135136475638, -0.0010103982856648245, -0.0009492196506452448, -0.0008912800884948544, -0.0008358098778919712, -0.0007827991250481666, -0.0007322278980578862, -0.0006845778657720742, -0.0006392296373260817, -0.0005961445522104777, -0.000555687478796911, -0.0005169568834560228, -0.0004806907909860279, -0.0004460971795591066, -0.0004134922693792351, -0.00038308683233756436, -0.000354233231411118, -0.0003271613860942987, -0.000301798645319208, -0.000277872319095873, -0.00025572397173079193, -0.00023489574543955909, -0.00021535768668843192, -0.00019735422318828207, -0.00018038927017796904, -0.00016480761493279535, -0.0001501855985128295, -0.00013670292127798258, -0.00012420014283203267, -0.0001127109587281467, -0.0001020956516793417, -9.230957868870838e-05, -8.330779923082843e-05, -7.504545790609225e-05, -6.747812376240975e-05, -6.0562087387177505e-05, -5.425461730243304e-05, -4.848093420579272e-05, -4.3270988180028735e-05, -3.852259866164358e-05, -3.420769356046899e-05, -3.031882607784661e-05, -2.6820915551217604e-05, -2.366478688359119e-05, -2.0825162087008408e-05, -1.828993716015798e-05, -1.6019966484527924e-05, -1.3955140150505826e-05], 'MSE': 20087.975256813945, 'R_2': 0.8542938257903552, 'U_norm': [-176.49077121882786, -33.33593102863405, 0.054761814971053646, -0.007898733164365956, -0.03873233798546594, -0.060831426955639784, 17.159035439026955, 73.76009517451084, 83.54165589323809, 48.907173560888225, 0.17583532484496864, -0.1966408943560711, -0.19735941735602577, -0.18556436175785898, -0.16731935565755052, -0.14834454541668873, -0.12322447181350157, -0.10038225538672761, -5.099428335620868, -7.000610954936588, 0.22230151056963446, -0.030597828577713274, -0.011733350463894844, 0.0008394215331654255, 0.010650671847971716, 0.018443230793305083, 0.024803824221009702, 0.027846906184781146, 0.02944227617119578, 0.03053471860741487, 0.029441533678737884, 0.027147063508581384, 0.024378295201590763, 0.022930433322355687, 0.01879913185770794, 0.016196825427336154, 0.013586077640708565, 0.011267859918438745, 0.009324056963066587, 0.007871104898082945, 0.006715603382408075, 0.005788681858009199, 0.005088210847576614, 0.0046081376741535255, 0.004250008243690573, 0.003980251679992245, 0.003761538561201044, 0.0035516254691019553, 0.0033285674686837803, 0.0031031529545261995, 0.0028636156300519506, 0.0026070051358177797, 0.0023363471826031573, 0.0020566529953657403, 0.0017738275855190542, 0.0014940780123606139, 0.001223059045997518, 0.000965518864098636, 0.0007253370846537837, 0.0005052558582054969, 0.0003069636144226771, 0.00013119752125685872, -2.211224746432261e-05, -0.00015367894319058664, -0.00026469369153740463, -0.0003566703875590224, -0.00043130913575410723, -0.0004903826954124459, -0.0005356474968126079, -0.0005687786239028107, -0.0005913266513173019, -0.0006046932926276258, -0.0006101223544199846, -0.000608702401674186, -0.0006013777175939768, -0.0005889645028008182, -0.0005721697278427935, -0.0005516105701118065, -0.0005278328805579024, -0.0005013276100010549, -0.00047254454832116374, -0.00044190308978304255, -0.0004098000199815173, -0.00037661453411225935, -0.000342710840415416, -0.0003084387865787519, -0.0002741329820114346, -0.00024011088225982735, -0.0002066702682074035, -0.00017408649790903667, -0.00014260984350663742, -0.0001124631557523785, -8.384002842277745e-05, -5.690357162494323e-05, -3.1785844298572816e-05, -8.587949238349073e-06, 1.2619245026492284e-05, 3.1793819935477626e-05, 4.8921043984328496e-05, 6.401122577734739e-05, 7.709728205993794e-05, 8.823211678065732e-05, 9.748590141812866e-05, 0.00010494333688720357, 0.00011070096625760981, 0.0001148645948384456, 0.00011754686214495375, 0.00011886499889625876, 0.00011893879131518497, 0.00011788876556205886, 0.00011583459624206206, 0.00011289373685660693, 0.00010918026313120608, 0.00010480391788072193, 9.986934193260101e-05, 9.447547516289288e-05, 8.871511031729677e-05, 8.267458279463029e-05, 7.643357999767729e-05, 7.006505489663379e-05, 6.363522977008353e-05, 5.720367670641784e-05, 5.082346309154156e-05, 4.454135094925456e-05, 3.8398040644845685e-05, 3.2428450255265365e-05, 2.6662023097628478e-05, 2.112305654563815e-05, 1.5831046244694846e-05, 1.0801040119410632e-05, 6.043997364787807e-06, 1.5671479871474844e-06, -2.6256508656677776e-06, -6.533565274910728e-06, -1.0158444289592609e-05, -1.350449179751863e-05, -1.6577952092315788e-05, -1.9386811386001424e-05, -2.1940515928945775e-05, -2.42497081077621e-05, -2.632598080006564e-05, -2.8181650253260193e-05, -2.982954730295553e-05, -3.128282667349391e-05, -3.255479366642521e-05, -3.365874790897857e-05, -3.460784329404223e-05, -3.541496400611045e-05, -3.609261601628195e-05, -3.665283424600826e-05]}, 'iteration_37': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24607.554705880146, -4905.318478930404, 6.78577365074073, 4.706860049331071, 1.336603177733966, -5.8853351988017435, 2816.770799741465, 10421.149955962172, 11569.459407385046, 6610.746394587474, -0.5304640983769285, -22.733506399151164, -24.155462296070525, -24.157941093816113, -23.056225074273257, -21.55496829288006, -18.73493953494858, -16.007956204098623, -779.2918951763074, -897.6318614407235, 5.072871933873987, -5.216268169634594, -2.212341026360114, -0.13983439331086933, 1.465003154072084, 2.7099425075257733, 3.6890286209172953, 4.1528213138525425, 4.4012831824693714, 4.549926370476981, 4.401233012557081, 4.096457510649645, 3.6871947042575997, 3.424778469439798, 2.893172982174564, 2.5276669161798986, 2.1428577330864376, 1.7912201829008112, 1.4853082762135443, 1.2422417890560253, 1.037943108411287, 0.8654773905266435, 0.7272614120151205, 0.6240881708921393, 0.5433276484179471, 0.48232893817443223, 0.43550399898743736, 0.3970111379012606, 0.3633343531113578, 0.33541496495889556, 0.3097609858569753, 0.2851373212439985, 0.2607923926133212, 0.23632793476568173, 0.21160735429027133, 0.18667718039778836, 0.16170262701852214, 0.13691688296233592, 0.11258286791941244, 0.08896572195852118, 0.06631412587306776, 0.04484858791489774, 0.02475499938407827, 0.006182000256776375, -0.010759039390385297, -0.025992355327090842, -0.03947513770820584, -0.0511943837016403, -0.06116357977859366, -0.06941941212300476, -0.07601861120857209, -0.0810349745158984, -0.08455657378808125, -0.08668313383325361, -0.08752356358231639, -0.0871936221982903, -0.08581370942940665, -0.08350677783947562, -0.08039637227161871, -0.07660480815774173, -0.07225150430575436, -0.06745148711069797, -0.062314082625232095, -0.0569418102154298, -0.05142948735018845, -0.04586354996024148, -0.0403215870028024, -0.03487208206547428, -0.02957434961218769, -0.024478648839063966, -0.019626454599551243, -0.015050862234627259, -0.01077710181508862, -0.006823136930809799, -0.003200323656371619, 8.589324907591061e-05, 0.00303526802255694, 0.005652044036688052, 0.00794426252561939, 0.009923102934974776, 0.011602265297270355, 0.012997402020456792, 0.014125603999393256, 0.01500494354913043, 0.01565407467005498, 0.016091889422068812, 0.016337227898025018, 0.016408638335482836, 0.01632418310115899, 0.016101286066485074, 0.015756616472816, 0.015306004445829045, 0.014764383434509006, 0.014145755161977209, 0.013463173005616618, 0.012728740175018833, 0.011953619525347736, 0.011148052302045443, 0.01032138356957607, 0.009482092541621788, 0.008637826353630048, 0.007795436150312453, 0.0069610146343630835, 0.006139934397968472, 0.005336886588954661, 0.004555919594920052, 0.003800477527647978, 0.0030734383818344533, 0.0023771517434642265, 0.0017134759988396142, 0.0010838149355797836, 0.0004891536832699368, -6.990609659545752e-05, -0.0005931118285020804, -0.0010805265354414718, -0.0015324963166382813, -0.0019496188640902427, -0.00233271311215575, -0.0026827900457950015, -0.0030010247911081847, -0.0032887299647752534, -0.0035473303446674075, -0.003778338860679231, -0.003983333894238873, -0.004163937878453622, -0.004321797223237377, -0.004458563560161659, -0.004575876360076117, -0.004675347027225128, -0.004758544561553761], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [137.12609832286273, 8854.658343093482, 3118.4399341467124, 680.1178615938505, -143.69633890004948, -366.5599629866737, -381.81356429898267, -332.9792909514234, -270.99527542536566, -212.82801235629037, -163.16237963495186, -122.34807961530443, -89.60041652690492, -63.439550569036484, -42.89903034163159, -26.781765516859725, -14.257898393134553, -4.688955224139693, 2.596955456725431, 8.066475120878325, 12.10137502802608, 14.995421595861488, 17.036185143657555, 18.393808106195642, 19.24427379965923, 19.702499459771268, 19.867059579887915, 19.814624514105223, 19.602801014631723, 19.277534423959487, 18.871457027770113, 18.413001615349252, 17.919424889233248, 17.408093115714628, 16.887155839787308, 16.364563714105643, 15.846093967214292, 15.335862642623246, 14.836728419387134, 14.348368669968453, 13.876585980425396, 13.41771090643453, 12.974302592519107, 12.544591313381893, 12.130445595162499, 11.729946544568808, 11.34297783576587, 10.969337975750339, 10.610144708755769, 10.262254973631263, 9.926790996877067, 9.60339500276338, 9.290589954581588, 8.98922333905692, 8.698904669581264, 8.417368530157994, 8.142754456786855, 7.8836361543760445, 7.630036217484357, 7.389762692093135, 7.147539393516557, 6.925016819928744, 6.700927415326631, 6.488614874133511, 6.2814443269927835, 6.084975546038007, 5.893238564930808, 5.706307275162645, 5.524227206473081, 5.347018486122493, 5.178876753720531, 5.015151294933586, 4.855835251691583, 4.704501249382455, 4.553736124990794, 4.410521853336099, 4.271226382717136, 4.135803148701994, 4.004196288182124, 3.8763420266585813, 3.7521699456543764, 3.63400512508847, 3.516848616008959, 3.4031403298206833, 3.292793407005415, 3.1876913350885023, 3.0837057510858883, 2.982817034261088, 2.8849340488644106, 2.7899659523813787, 2.69627173785003, 2.6069351919277692, 2.518831515814726, 2.4347604171134645, 2.3505885149193833, 2.2702622717423635, 2.19234607766108, 2.115633983657691, 2.0401916703659473, 1.9681147876137086, 1.8972229352029477, 1.827562281681665, 1.7600617270357166, 1.6946328353696405, 1.6303748724014704, 1.5680936131027525, 1.5069591066975196, 1.4469885286090527, 1.3888786745002655, 1.3318932953881997, 1.2760391060119862, 1.2219207153032006, 1.1688850133887583, 1.1169315071999202, 1.066056809685774, 1.0167630157999652, 0.9680049387214056, 0.9207696432072264, 0.8740917683421151, 0.8288752723234946, 0.7842283430122071, 0.7409796804288311, 0.6983051703951171, 0.6566004536339086, 0.6158480238680717, 0.5756936609315664, 0.5364821729955527, 0.4981934185235857, 0.46050941265639195, 0.4237313913055968, 0.38783790910129456, 0.3522796604984146, 0.31785888688401215, 0.28379138333779264, 0.2505813030047157, 0.2179802324864223, 0.18599174803317026, 0.1546179063974935, 0.12385939399760489, 0.09390756630346851, 0.06436947696673033, 0.03544218240467831, 0.007122156586522863, -0.020758570645592455, -0.04802854963451466, -0.07469414685518554, -0.10076221688742285, -0.12637955024972608, -0.15153739416154205, -0.17622854728259382, -0.20032361326677528, -0.22395157055890333, -0.24710863287371929, -0.2697921420732852, -0.29157982200094734, -0.3132281361360546, -0.33498973758589, -0.35586476945581413, -0.37590238394032904, -0.3960047486558928, -0.41528962402168895, -0.43458950409610614, -0.45384896339012937, -0.4715720220358171, -0.4892793732663461, -0.5069231337004587, -0.5238230117996354, -0.5406289267128147, -0.5573009827159164, -0.5726884172156482, -0.5885035712172496, -0.6036216103272085, -0.618080892569138, -0.6323834015088742, -0.6465008477353511, -0.6604073148378603, -0.6736745111770003, -0.6863377511503415, -0.6987988235144634, -0.7110374097313903, -0.7230351120725441, -0.7344571799397559, -0.7456385071053516, -0.7565645810911333, -0.7672225014538275, -0.7773416122215407, -0.7871983118783685, -0.7967827431646326, -0.805865480189939, -0.8148930657094385, -0.8234285553602001, -0.8316866134304812, -0.8396620743828681, -0.8473507669911838, -0.8545933734190425, -0.8617091455814943, -0.8683929158331803, -0.8749280356197574, -0.8810468866937848, -0.8869995096544777, -0.892552867639688, -0.8979261807895655, -0.9029181634100611, -0.9077195946233682, -0.9122357430389122, -0.916398757991637, -0.9203608434998272, -0.9240485529678016, -0.9275204172977343, -0.9306673159805803, -0.9335976845215694, -0.9362628770293484, -0.9386685915188807, -0.940851060475596, -0.9427774612517975, -0.9444543080567518, -0.9459067246855238, -0.9471154809121057, -0.9480875889197826, -0.9488384121290546, -0.9493602831006134, -0.9496629063368643, -0.9497451360209155, -0.94960953557067, -0.9492583896931219, -0.9487000136333441, -0.9479321423158519, -0.9469560427305943, -0.9457734859063752, -0.9444026944960193, -0.9428338517487143, -0.941050281451433, -0.9391132283021472, -0.9369678995553692, -0.9346373520458524, -0.9321254981196897, -0.9294364664503818, -0.9265745724568651, -0.9235442905167796, -0.9203209883415883, -0.9169670001682443, -0.9134279242026214, -0.909706445098699, -0.9058702694652679, -0.9018607245927776, -0.8976813115476807, -0.8934036964846177, -0.8889315292508985, -0.8843371851175504, -0.8795910344577719, -0.8747329100478771, -0.8696970318558406, -0.8645590417517992, -0.8592884010051189, -0.8538900119656665, -0.8483688534124996, -0.8427299587806046, -0.8369783959674467, -0.8311192486959494, -0.8251575993986886, -0.8190624895285882, -0.8128751890321598, -0.8065649765907875, -0.8001729509289862, -0.7936686559169543, -0.7870928498463474, -0.78038033678274, -0.7736416919101031, -0.7667082042191736, -0.7598275765239652, -0.7526620670112588, -0.7455591149649266, -0.7385203670830941, -0.7312167545418068, -0.7239862822062285, -0.7165063550715776, -0.7091081396489536, -0.7014759200275297, -0.693933522520244, -0.6864810216887806, -0.6788134561985452, -0.6709421507831602, -0.6631752537009276, -0.655219334242621, -0.6473741979322196, -0.6393542939144028, -0.6314509020705831, -0.6233864637723512, -0.6154436155637855, -0.6073528565349284, -0.5991247746090385, -0.5910288676786347, -0.5828078683327109, -0.5747224280290266, -0.5665234347974105, -0.5582206304609895, -0.5500614348026898, -0.5415752622334773, -0.5334721729964876, -0.5250602245579423, -0.5168028643412025, -0.5084791878095002, -0.5000974890999159, -0.49166583126023145, -0.48339671850514215, -0.4750849519251408, -0.4667379011165169, -0.45836268803957, -0.4499661810918183, -0.4417400090535496, -0.4333166181829125, -0.42506842052153126, -0.4168163352957897, -0.4085660491946541, -0.400156616976419, -0.39192957813921847, -0.3837198552079496, -0.37553214173697275, -0.3673708909660737, -0.35909147236183914, -0.35099890780257886, -0.3428025526160159, -0.3347935004581285, -0.3266939236891643, -0.31864892698725894, -0.3106612492084464, -0.30273343314704343, -0.2947444899517571, -0.2868258321687686, -0.2789792732335746, -0.27109188303571097, -0.2632853314617607, -0.25556076866590643, -0.24791920472075388, -0.24015426483089403, -0.23258532598002005, -0.2250081225608702, -0.21743050409112943, -0.20995333495333723, -0.2024853828333448, -0.19512205173436326, -0.18777647028126435, -0.1805388208817103, -0.17324464557645375, -0.16606528196381262, -0.15892196574972797, -0.1518949458305065, -0.14483608136032713, -0.13789835810280998, -0.13094124674098453, -0.12410907865739407, -0.11726864260783108, -0.11055599207592591, -0.10390676606380393, -0.09726363557494745, -0.0906926213169762, -0.08419587430697252, -0.07777532790067167, -0.07137929881669962, -0.06511769429173196, -0.05883621740422357, -0.05264262028903555, -0.046537661527575803, -0.04047602383227475, -0.03450686164030613, -0.0285872087440328, -0.02272111029051144, -0.016952851536612044, -0.011203469075480827, -0.005556010529480748, 2.714988395512394e-05, 0.005543349655941447, 0.010990184852129608, 0.01636549800541945, 0.021699760106559638, 0.026925436679504297, 0.03210483221003596, 0.03720434880216436, 0.04225133008529032, 0.0472146940217842, 0.05212034719045951, 0.05693956957489527, 0.06172162304342532, 0.06638968108777998, 0.07106175528802934, 0.07559486928805892, 0.07997275215239989, 0.08441028763662782, 0.08889249587632835, 0.09301947123229978, 0.09719180529472139, 0.10139625921752339, 0.10544743294367429, 0.10951928855483747, 0.1134401031210706, 0.11721720953083249, 0.12100628150776799, 0.12465414147161712, 0.12830543193409616, 0.1319509689534657, 0.1354549687306865, 0.13882444749973524, 0.14218365166474659, 0.14552506148582015, 0.14873331761495429, 0.15191915697037564, 0.15507626894403506, 0.15810325370936923, 0.1610067276043568, 0.16396873628520825, 0.16672060021835045, 0.16952127631614855, 0.17220154938114243, 0.17484142566996078, 0.17743711906918777, 0.17991786636200482, 0.18235402799587722, 0.18474257359228827, 0.18708078154712543, 0.18931043216438115, 0.19149049999813836, 0.19361886859327918, 0.19569367849679417, 0.19766750471396582, 0.199632900421591, 0.20149919182063944, 0.20331100780397687, 0.2050673642334999, 0.20676746270322627, 0.20841067912018663, 0.20999655245780086, 0.21152477374316928, 0.21299517532953902, 0.2144077204959147, 0.215762493407357, 0.21705968946194254, 0.21829960604359855, 0.21948263369405455, 0.22062834220758376, 0.22169781896925966, 0.222728686212119, 0.22370269291341066, 0.2246207308047215, 0.22548373368303004, 0.22629267164681088, 0.22705967857553222, 0.2277727513530636, 0.22844232560395453, 0.22905859477655008, 0.2296228841928707, 0.23014325112370934, 0.2306127566933445, 0.2310328214078237, 0.23141394046726377, 0.2317418908370487, 0.2320298668599898, 0.23226777988401734, 0.23246514491731116, 0.23261712546242075, 0.23272633079620786, 0.23279284998977728, 0.23281684743477654, 0.2327995461634354, 0.23274126761080247, 0.2326424187327818, 0.2325034841320352, 0.2323250184953169, 0.2321099350177987, 0.23185463309442955, 0.2315617953353875, 0.23123218867734213, 0.23086661757019203, 0.23046221858501878, 0.23002702549217247, 0.22955432375009463, 0.22904441406027728, 0.2285067664816897, 0.2279334927199428, 0.22732508339699578, 0.22668712278623865, 0.22601549951767672, 0.22531615382221898, 0.22458474868102224, 0.22382201555216003, 0.2230343227254036, 0.22221138082852226, 0.22136528751463563, 0.220491294552978, 0.21959027047535812, 0.21865717219993866, 0.21770471894747714, 0.21672193308362447, 0.21571568467060454, 0.21468691549686228, 0.21363048713384236, 0.21255339413954344, 0.21145048840652655, 0.21032880308124957, 0.20918318816692763, 0.2080145985786495, 0.20682399966173276, 0.20560026614149796, 0.20439271684321184, 0.2031298764899996, 0.20187291196075924, 0.20056303817686616, 0.199260853930022, 0.19796687030572493, 0.19662331388993773, 0.19528962916847203, 0.19390887371745677, 0.19248280430735143, 0.19112579680029673, 0.1896692564581537, 0.1882270270446778, 0.18679927669299054, 0.18533206498062113, 0.18388067984348583, 0.18239230016737695, 0.18086875768654462, 0.17936348713988506, 0.1778764148018206, 0.17630679097698507, 0.17480733447880584, 0.17322889737197394, 0.17167189115113793, 0.1700884036093442, 0.1685271348561668, 0.16694145940030736, 0.16533305215097457, 0.16374849641937955, 0.16209887185870675, 0.16051850272583676, 0.15887622175254104, 0.15725999515318026, 0.1556277616801716, 0.153980985547608, 0.15232109752988246, 0.1506494926633585, 0.14900631086799632, 0.14735273704507496, 0.1456900543111804, 0.14401950690878507, 0.14234229911836344, 0.14065959441351858, 0.1389725148441952, 0.13731632233895888, 0.13562304942978812, 0.13396143771345373, 0.13226598065444636, 0.13057114377025922, 0.12890885648180753, 0.12721722670455726, 0.12552871967687887, 0.12384408754836668, 0.12216404389829107, 0.12046116974826562, 0.11879286099540651, 0.11710408946146038, 0.11542349079688062, 0.11375157180554467, 0.11208880652145597, 0.1104108559132423, 0.10874395765966133, 0.10706473195379256, 0.10539825395795151, 0.10374479103557444, 0.10208236431461996, 0.10043438085225447, 0.09877975302950485, 0.09714081322160356, 0.09549733891840269, 0.09387062385510411, 0.0922412838172098, 0.09061064554441509, 0.0889985006547173, 0.08738666339420972, 0.08577629155778395, 0.08416848283465637, 0.08258114194027621, 0.08098111769047585, 0.079402684830905, 0.07782986788713843, 0.07624818397639274, 0.07468942784127848, 0.07313864018535553, 0.0715822735337206, 0.07004978578474937, 0.06851363736104149, 0.06698859476534269, 0.06547514792210792, 0.0639611835605068, 0.06246030500963784, 0.06097286695614193, 0.059487550860739, 0.05801687205950614, 0.05655001220483146, 0.055088026265141185, 0.05364239600409362, 0.0522030132488399, 0.050770761902771785, 0.049356161431425266, 0.04794033706679879, 0.046543148499729486, 0.04514663196053688, 0.04376954786610831, 0.04239480781922496, 0.04103187587945061, 0.039681224099398275, 0.03834328232451084, 0.0370108432943933, 0.03569226908284879, 0.03438067275332775, 0.03308390067665022, 0.03179537558511192, 0.030515850254654097, 0.029246021253394275, 0.0280052533187044, 0.026774363760905997, 0.025518556876252547, 0.024298653300064053, 0.023057483866739666, 0.021852350728004916, 0.020681683284791377, 0.019493052333275123, 0.018338889706045424, 0.017169681455506573, 0.01603478513974925, 0.014887473564361193, 0.01377417700199774, 0.012693400889753861, 0.01156107080496687, 0.01050342798453435, 0.009398743178400074, 0.008365721026363574, 0.007289813512897136, 0.0062471784255246085, 0.005236312954400955, 0.004222520548125591, 0.003207508769573584, 0.002224103208378898, 0.0012406170928713808, 0.00025852528346364466, -0.0006924400639449449, -0.0016411641971335888, -0.0025598058826351864, -0.0035012113121658086, -0.004387041348089693, -0.005293407777038998, -0.006193580870237089, -0.007064111874499942, -0.007928173332527176, -0.008763857783857729, -0.009613233852427312, -0.010434116317518796, -0.011246869030141705, -0.012050847071492926, -0.01284546104911901, -0.013630174846188123, -0.014387959641174597, -0.015152046800525815, -0.015889495085709495, -0.01663132755830249, -0.017346924761548456, -0.018051385557068308, -0.01875777639871531, -0.019438700915475893, -0.020107787106671552, -0.020776803193230612, -0.02143278654473842, -0.02206459366128033, -0.022694729867977756, -0.023311671232734723, -0.02391541347184246, -0.024515464500727335, -0.025092510828694892, -0.025665245017011826, -0.026224276491917612, -0.026777817857881702, -0.027309480111084142, -0.027835295292685625, -0.028354507871647314, -0.028859557049581912, -0.029350665875994355, -0.029834375855635493, -0.03030407599207807, -0.030765821208549853, -0.03121358727244203, -0.031652969861086025, -0.03208356355409474, -0.03250016022199903, -0.03290772539849825, -0.03330596099719822, -0.033690388946008176, -0.034065396943756064, -0.03443077687652929, -0.03478635321964767, -0.03513198111435226, -0.035467544474988705, -0.03578981305450827, -0.03610516388034831, -0.03641025055793419, -0.036705054207752774, -0.03698957600853479, -0.037263835638311635, -0.037527869784697326, -0.037783874978505605, -0.038029529169504014, -0.0382649263119883, -0.038491961376232973, -0.038708741957013904, -0.03891698059898349, -0.039115045729477084, -0.039304477824004744, -0.039483883620427304, -0.039654641644949896, -0.039816682383902194, -0.039969959781414974, -0.04011444961786262, -0.04024928097687813, -0.04037627609765243, -0.04049452341954061, -0.040603415106112914, -0.04070438974580851, -0.04079732897796236, -0.04088120277510101, -0.04095711402211309, -0.04102464931582605, -0.041084240228507984, -0.04113561229462393, -0.04117912121572871, -0.04121478235981409, -0.04124262832254937, -0.04126286929759722, -0.04127508296238176, -0.04127979983968964, -0.041277220917097526, -0.04126680687325983, -0.04125000895987577, -0.041224464430620306, -0.04119352510784047, -0.04115486180697625, -0.0411081252496056, -0.0410553384708484, -0.04099440012885809, -0.04092784683153637, -0.040856106772311204, -0.04077641881052553, -0.04068861754828316, -0.04059608803145283, -0.040495550560920704, -0.04039074006950415, -0.04027806950138893, -0.04016157633538254, -0.040037405654157414, -0.03990985399226412, -0.039774835108099704, -0.0396323684238116, -0.03948249677015844, -0.039329946379996775, -0.03917501219711076, -0.03900838327077192, -0.03883966916459572, -0.03866913705039948, -0.038487152924030765, -0.03830367077554388, -0.03811391990142184, -0.03791803832235997, -0.03772123162102623, -0.03751356189693707, -0.03730531647746767, -0.03709669174781524, -0.036877675907175694, -0.036653528233510806, -0.03642951710832078, -0.0361956414704863, -0.03596225000485058, -0.03572443484117002, -0.03548237899576456, -0.035236267367409424, -0.03498628607828437, -0.034732621860119633, -0.03447546148535805, -0.03421009317329854, -0.03394653264053015, -0.03368003354779919, -0.033410777869824985, -0.033134196885220506, -0.03285530054062467, -0.03257893019155102, -0.03229589167948858, -0.032006492851748246, -0.0317200901442855, -0.031427757590617035, -0.03113422816231431, -0.03083965986373177, -0.030539887442340003, -0.030239483942523918, -0.02993438413421092, -0.029629048182304992, -0.029323612330832267, -0.029014163582931195, -0.02870498384000612, -0.02839226376086543, -0.028076290706745412, -0.02776116240286077, -0.027443227445080754, -0.027126457118325262, -0.026807305507058187, -0.026486035621116254, -0.026162905132886344, -0.025841628666438386, -0.025515467603150262, -0.025191528270362393, -0.024866581191732434, -0.024540853035689435, -0.02421456376988893, -0.02388481496495173, -0.023558093667358716, -0.023231429357912062, -0.02290207529962233, -0.022573268927815412, -0.02224518663572066, -0.02191799759157249, -0.02158915107872102, -0.021261625185086883, -0.020935565962696547, -0.020608564607319902, -0.020280914957973618, -0.019955340629553318, -0.019631956085080556, -0.019306199891820326, -0.018983049276203458, -0.018660363630674647, -0.018338379167883306, -0.018017322049562336, -0.0176974084163409, -0.01738087542222847, -0.017063808942460033, -0.01674847566904682, -0.016435052564708622, -0.01612186600499759, -0.01581100697308357, -0.015502622347296432, -0.015195144751137637, -0.01489049625035139, -0.014587177073449167, -0.014285424774926263, -0.01398546460063135, -0.013691986196534195, -0.01339756706799209, -0.013096996741441446, -0.012818607595166107, -0.012520920547108707, -0.01224480886541121, -0.011951077541317433, -0.011678290201083324, -0.011401325087537804, -0.01112093895036056, -0.010860183349533953, -0.010585235380501488, -0.010318781075010499, -0.010060486801533642, -0.009800176475076139, -0.009548011008287526, -0.00929442347799455, -0.009039990677791977, -0.008793903819634697, -0.00854746202133508, -0.008309246581809353, -0.008078916740081453, -0.00784105713900582, -0.007611465913200935, -0.00738978974741839, -0.007162134327820664, -0.006949220752311973, -0.00673109017169043, -0.006520929434474496, -0.006312540865789871, -0.006106237553576901, -0.005907717350450072, -0.005711423064145759, -0.00551761574510193, -0.00533133941067462, -0.005147627508473739, -0.004966693989312375, -0.004788733908620372, -0.00461392383731898, -0.004446327701089822, -0.004278109064058399, -0.004117049121925308, -0.003959364333068092, -0.00380516100305077, -0.0036545305164427735, -0.0035075499586284305, -0.003364282757779595, -0.0032275055292968306, -0.003091676895358367, -0.0029596810141478435, -0.002831533273640819, -0.0027072387304495106, -0.0025867927732410785, -0.0024701817768387605, -0.0023573837444201325, -0.002248368935567146, -0.002141363276144589, -0.0020398872568382336, -0.0019405004454618232, -0.0018433980046518457, -0.0017515410710768904, -0.0016619766373628902, -0.00157609230220558, -0.0014937971325625404, -0.0014138895138822475, -0.0013375108807881515, -0.0012645558464961665, -0.0011939936589497266, -0.0011258850179721315, -0.0010610900932225748, -0.000999487032114257, -0.0009402386056945192, -0.0008833628604535325, -0.0008294933742416021, -0.0007779150836151692, -0.0007286192698733696, -0.0006815878695389795, -0.0006372693579822973, -0.0005950881478882725, -0.0005550086928917286, -0.0005173708546241378, -0.0004813363030717598, -0.0004475920472998801, -0.0004154014892238632, -0.0003850591773927002, -0.0003567616046574162, -0.0003299063300163734, -0.000304707602918615, -0.00028109806641777506, -0.000258824111780509, -0.00023820395105324889, -0.00021881154123656196, -0.00020061917091224285, -0.00018385462863209365, -0.00016805614034214297, -0.00015354494495075136, -0.00013992663979005876, -0.00012736871984731394, -0.00011572281186911037, -0.00010502042286918377, -9.513151563380325e-05, -8.601459962328225e-05, -7.762789804429151e-05, -6.992970451246756e-05, -6.28786994506435e-05, -5.643422722969936e-05, -5.055653546125063e-05, -4.517599771302924e-05, -4.0320579452966993e-05, -3.589510348088957e-05, -3.1873448685918245e-05, -2.824871436217326e-05, -2.498824011448704e-05, -2.2046221473366605e-05, -1.9399123757787592e-05, -1.703569016163385e-05, -1.4919451475197541e-05, -1.2994387198596427e-05], 'MSE': 19849.66541241646, 'R_2': 0.8560223830620431, 'U_norm': [-179.45201576073882, -35.77231868480275, 0.04948564677296232, 0.03432504910999202, 0.00974725597010474, -0.04291914728935787, 20.541463952483156, 75.99683871455434, 84.37095179640811, 48.20925038554446, -0.0038684401144375266, -0.1657854101066974, -0.1761551057174552, -0.17617318249336514, -0.16813885470801962, -0.15719085281122355, -0.13662563001023026, -0.11673894636709597, -5.683031212442157, -6.546032260089232, 0.03699421194468514, -0.03803993728665071, -0.016133624875601157, -0.001019750399917599, 0.010683620222990074, 0.019762412453562694, 0.026902454556546274, 0.030284689591157148, 0.03209661213672871, 0.033180601181389616, 0.03209624626974198, 0.029873653296751002, 0.02688908061324906, 0.02497539504516841, 0.021098631286255786, 0.01843315716257754, 0.015626913941146695, 0.013062576771029588, 0.010831696500462795, 0.009059120086201059, 0.007569260142896854, 0.006311543921437977, 0.005303595905038409, 0.00455119907758511, 0.003962248297017664, 0.003517411674978649, 0.0031759380980461017, 0.0028952266825123226, 0.002649636781885401, 0.002446033029190355, 0.0022589499030062085, 0.0020793804048163224, 0.0019018436048968078, 0.0017234351312501572, 0.001543158868528778, 0.0013613541336924971, 0.00117922575888236, 0.0009984742869797282, 0.0008210170750300467, 0.000648787672318009, 0.0004835995979108699, 0.0003270609209873236, 0.00018052726460330358, 4.508259438093754e-05, -7.84609169554125e-05, -0.00018955075437468164, -0.0002878747246055109, -0.00037333800374292304, -0.00044603894265807, -0.0005062450774689075, -0.0005543701184356354, -0.0005909522379532974, -0.0006166337043016685, -0.0006321417664111979, -0.000638270648958742, -0.0006358645323350443, -0.0006258014386668635, -0.0006089780066361984, -0.0005862951941561769, -0.0005586449935875396, -0.0005268982734930212, -0.0004918938705104996, -0.0004544290512013785, -0.0004152514439714958, -0.00037505251069613074, -0.00033446259039879317, -0.0002940475050369737, -0.0002543066751337103, -0.00021567265484740417, -0.0001785119622722863, -0.0001431270551756403, -0.00010975928324546765, -7.85926382321212e-05, -4.975812065360456e-05, -2.3338545340526296e-05, 6.263814861388141e-07, 2.213486758567678e-05, 4.121785799829055e-05, 5.793399388904893e-05, 7.236480201167699e-05, 8.461019064557896e-05, 9.478430588092223e-05, 0.0001030117840568429, 0.00010942441857597979, 0.0001141582448149235, 0.00011735103421304667, 0.00011914017923701317, 0.00011966094398187826, 0.00011904504930148005, 0.00011741955978586525, 0.00011490603684160578, 0.00011161992257566781, 0.00010767012002838239, 0.00010315873757533893, 9.818096772598654e-05, 9.282507383620705e-05, 8.717246167283702e-05, 8.129781611051977e-05, 7.526928657228999e-05, 6.914870821428237e-05, 6.299184821398541e-05, 5.684866894041385e-05, 5.0763601780308556e-05, 4.47758266728897e-05, 3.8919554084970286e-05, 3.3224307117232096e-05, 2.7715202154029923e-05, 2.2413227138120426e-05, 1.7335516561175205e-05, 1.249562281277538e-05, 7.903783095315522e-06, 3.567181523266292e-06, -5.097942521294937e-07, -4.325302309327084e-06, -7.879802247136939e-06, -1.1175818014169916e-05, -1.4217708313884343e-05, -1.701144527244822e-05, -1.9564401556149593e-05, -2.188514684003226e-05, -2.3983253457144108e-05, -2.586911168250653e-05, -2.7553754644869335e-05, -2.904869278207594e-05, -3.0365757781387422e-05, -3.151695618231367e-05, -3.251433260360473e-05, -3.336984298124315e-05, -3.409523857386943e-05, -3.470196140431909e-05]}, 'iteration_38': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24673.82114053734, -5155.771096934408, 1.0314189239202631, 6.247278736313448, 5.111245563649339, 5.992243752400327, 3249.3317881456687, 10588.829801833332, 11516.866284194766, 6396.285820504632, -44.38638148556148, -11.614686763851727, -14.0289800767839, -15.79538958047236, -16.55621763372894, -16.848857948471437, -15.561549302233423, -13.724543895729104, -863.199115216534, -842.7875733287099, -0.8112484684946953, -4.727981086206412, -1.7875685632242198, 0.334951248360542, 1.9536008406967635, 3.1651868648935024, 4.062754971551169, 4.409208587981676, 4.551845325135841, 4.584977552841581, 4.347817282462113, 4.047245611715564, 3.6379684905857066, 3.24979453411283, 2.8448088851125113, 2.466185632124705, 2.1255109376080794, 1.8170471848846965, 1.5490086374435583, 1.3338860351809518, 1.1470934161553386, 0.9818074026582573, 0.8419508814945261, 0.7296679912545424, 0.634025697563105, 0.5552870370744847, 0.48946898001180694, 0.432197664957969, 0.3816780406915118, 0.33900728809997777, 0.30129162689456257, 0.26744201316299393, 0.2365926003712861, 0.2080699814067161, 0.1813665265424711, 0.1561167092010294, 0.13207549666477275, 0.10909817592593257, 0.08712128718949393, 0.06614459297070371, 0.0462141927534057, 0.027406997477911955, 0.009816811996352029, -0.0064577473679904756, -0.021323333035981128, -0.034699858374558426, -0.04652640506393494, -0.05676513388972529, -0.06540336045980322, -0.0724540144995309, -0.0779547396357958, -0.08196591087369931, -0.0845678498322234, -0.08585750621019773, -0.08594485082068277, -0.08494919401477642, -0.08299560711097224, -0.08021158573907249, -0.07672405636560796, -0.07265679147622849, -0.06812826737660808, -0.06324997160034637, -0.058125145555928195, -0.05284793170573923, -0.047502883431941346, -0.04216478880837577, -0.03689875639100594, -0.031760511142199424, -0.02679685101869235, -0.022046218940539583, -0.017539350179144417, -0.013299961263882188, -0.009345452475633944, -0.005687602176343608, -0.0023332365729323242, 0.0007151365340615184, 0.003458737320792334, 0.005901970784587622, 0.008051932141227099, 0.009917960101660498, 0.011511235880726436, 0.012844424904128791, 0.013931357683535175, 0.014786746101972432, 0.015425931505364462, 0.015864661187847094, 0.01611889021216876, 0.016204606049426713, 0.016137673816390776, 0.015933700393834013, 0.015607915922393184, 0.015175071446385477, 0.014649351630909534, 0.01404430163095794, 0.013372767306536974, 0.012646848006752757, 0.011877861146364018, 0.011076317879811866, 0.01025190907438906, 0.009413500845707795, 0.008569138819741223, 0.00772606028457444, 0.006890713318338364, 0.0060687819565780786, 0.005265216503426041, 0.004484268065625257, 0.00372952646410395, 0.0030039606831548933, 0.002309961079767715, 0.0016493826447455077, 0.0010235886264746072, 0.00043349395190711635, -0.00012039206106485107, -0.00063792413841207, -0.0011192809428707193, -0.0015649267238049792, -0.001975574877015018, -0.0023521535723668645, -0.002695773511873544, -0.0030076978308720436, -0.0032893141209870873, -0.003542108496148285, -0.003767641608971814, -0.003967526480226133, -0.004143408047984638, -0.004296944292979207, -0.0044297888969053924, -0.0045435753554608944, -0.004639902569195668, -0.0047203219612483496], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [135.80236692849147, 8882.560052266726, 3109.628196451591, 667.3578714625696, -152.75938402374624, -372.1132282309086, -385.05815567580277, -334.79218888575565, -271.8950354064065, -213.11845496426446, -163.03404491252073, -121.93084309962681, -88.98974173049697, -62.70576718222887, -42.095845207552834, -25.948353107769023, -13.422608640709793, -3.871259025596817, 3.384371241968632, 8.816041244846971, 12.809323623760319, 15.660990358203039, 17.659897155043065, 18.97792881535083, 19.791262735363684, 20.215434343258305, 20.34911595987036, 20.26890678904482, 20.03210001125093, 19.684575455151073, 19.258591148990593, 18.782436228233, 18.27301732921338, 17.747549310931507, 17.213887630463073, 16.679797605261513, 16.15088973743069, 15.631131872602554, 15.123252102284692, 14.626777087461665, 14.147485429940495, 13.681550370001965, 13.231490881578276, 12.795444319860023, 12.375251636092411, 11.968919857507178, 11.576292604564303, 11.197133323679163, 10.832550130998323, 10.479330989637917, 10.13859704787753, 9.809971088523815, 9.491940862638758, 9.185359691100475, 8.88982575435454, 8.603028794660553, 8.32306742884548, 8.058686925372395, 7.799712803788139, 7.554124271287334, 7.306303979346655, 7.0784113880675825, 6.848676575349311, 6.630779960304623, 6.417925175210559, 6.215837743549797, 6.018391040541481, 5.825666221810065, 5.6377166334060185, 5.454570703774559, 5.2805815244193095, 5.11095377250996, 4.945689590632611, 4.78851201123515, 4.631732059038324, 4.482620678989806, 4.337413757133051, 4.196073841878081, 4.058554096153298, 3.924799634549581, 3.7947487446074115, 3.670852821944932, 3.5478823004219158, 3.428405988536939, 3.3123446347763235, 3.20169407913184, 3.0921194345078, 2.985715916710715, 2.882398511161111, 2.7820820927744125, 2.6830419384056454, 2.5885479363153228, 2.495304864272555, 2.4062849884523168, 2.3171197607728438, 2.2319974914441727, 2.149405738837064, 2.068073402060617, 1.9880768567936573, 1.911645149727734, 1.8364725891621247, 1.7626143101515832, 1.691060946549435, 1.6217237714369277, 1.5536532275579287, 1.4877074711192022, 1.4230119318067844, 1.3595893455065913, 1.2981800567029624, 1.238009058447137, 1.1790870181806061, 1.1220540043672302, 1.0662235889673104, 1.0115977927758746, 0.9581752425235207, 0.9064838919085676, 0.8554292065195136, 0.8060459152151592, 0.7573255517419726, 0.7102121266617133, 0.6637765429292355, 0.6188805605135902, 0.5746681837488633, 0.5315497621286984, 0.48950611162379365, 0.4481716106261673, 0.40790073872274873, 0.36867087321573927, 0.3301551950537065, 0.2926603285826541, 0.2561617691684932, 0.22010030589321977, 0.185287584813134, 0.15092822242857473, 0.11752936110068185, 0.08483853079415225, 0.05285752137598108, 0.02158636889137522, -0.008976469406501465, -0.0386441756165889, -0.06780852511752265, -0.0962767525936276, -0.12405520925975565, -0.15131084388252028, -0.17787839931464994, -0.20376738690654095, -0.2289878413646032, -0.2536844990267305, -0.27785103705267133, -0.30148282781528024, -0.32445913007332083, -0.34690613063944187, -0.3688228492061786, -0.3902094963333722, -0.41067304529044213, -0.43092734900282803, -0.4512066542065522, -0.4705812335688096, -0.4891041121852361, -0.5076113736454856, -0.5252928512166626, -0.5429141725436208, -0.5604225763919768, -0.5764650582154617, -0.5924249520054613, -0.6082573475368998, -0.6233543393018148, -0.6382992380437962, -0.6530555498009819, -0.6666111397075726, -0.6804773933097751, -0.6936673450558576, -0.7062206477286272, -0.7185758553590802, -0.7307081690817585, -0.742595218006613, -0.7538739228374478, -0.7645801210038361, -0.7750563127121837, -0.7852855018439286, -0.795252594163646, -0.8046824633510448, -0.8138545891618659, -0.8227575449513848, -0.8313814518222684, -0.8395103858206682, -0.8473694725122672, -0.8549515918216903, -0.8620782800076116, -0.8691008174204924, -0.8756801832203276, -0.8819850629205372, -0.8880125250549827, -0.8937605256772267, -0.899113197745084, -0.9043077064306719, -0.9091224610511552, -0.9137629717622135, -0.9180405570795926, -0.9221315773004186, -0.9258773929370513, -0.9294276013928537, -0.9326509012714435, -0.9356723874522129, -0.9384321653366905, -0.9408931501312311, -0.9431475362546506, -0.9451534340548848, -0.9469428351945366, -0.9484622791648875, -0.9497672291788667, -0.9508364696430702, -0.9516759298350791, -0.9522991379359262, -0.9526978308718574, -0.9528785081069876, -0.9528456808588429, -0.9526020157604753, -0.9521543034603684, -0.9514992453455624, -0.9506486262986027, -0.9495946936719246, -0.9483378007834342, -0.9468976705983054, -0.9452608114701805, -0.9434513002065311, -0.9414521662828164, -0.9392656505756731, -0.9368943888839272, -0.9343697838549567, -0.9316692487880054, -0.9287652908442944, -0.9257539638807771, -0.9225466263930863, -0.9191781220185973, -0.9156526460474541, -0.9119745399120556, -0.908148266334641, -0.9041783861603672, -0.9000322418506354, -0.8957886149813531, -0.8913772584010211, -0.8868017488269238, -0.8821439454730607, -0.8773312276613899, -0.8723677386885358, -0.8673372603536317, -0.8621257094806996, -0.8568171783807398, -0.8513766099277944, -0.84584884886001, -0.8401586313010897, -0.834390985604242, -0.8285107613003772, -0.8225229220494794, -0.816432456593125, -0.8102443611570133, -0.8039636232728756, -0.7975952069853216, -0.7911440394004071, -0.7845762596546523, -0.777935954386639, -0.7711897375429038, -0.7643811171948754, -0.7574771989986959, -0.7505207841579093, -0.7434426031193703, -0.7363587700371467, -0.7290917478490184, -0.7219006535680014, -0.7144324092303711, -0.7070490328180984, -0.6997507513935531, -0.6921962247177966, -0.6847349326451648, -0.6770337833359145, -0.6694335450184394, -0.6616096353057519, -0.6538937784102647, -0.6462848398718338, -0.6384712167927566, -0.6304650709173012, -0.6225795387210551, -0.6145163854337036, -0.6065791526281106, -0.5984786061768861, -0.590508642019692, -0.5823890290337363, -0.5744040217858982, -0.5662823553479777, -0.5580349147927985, -0.5499314849707022, -0.5417142006811901, -0.5336432582580827, -0.5254696458128605, -0.5172032093877432, -0.5090899369247299, -0.5006619658240608, -0.49262414109074043, -0.48428972023597566, -0.4761179264378556, -0.4678897804416736, -0.4596134866314898, -0.45129698928083917, -0.44314952828039345, -0.4349685647798056, -0.42676131118059457, -0.41853471203661086, -0.41029544033866616, -0.40223118331394964, -0.3939815292445591, -0.38591111895465363, -0.3778443801710425, -0.3697867680193835, -0.36158120357206214, -0.3535608192514436, -0.34556433326992925, -0.33759618359412863, -0.32966056499802304, -0.32161688520687376, -0.3137613281370782, -0.30581159489762366, -0.29804986196610755, -0.29020671121013963, -0.28242264458866995, -0.27470013593367565, -0.2670414675920088, -0.25932972032395085, -0.2516917009413783, -0.24412896860986316, -0.23653261463600256, -0.2290197500373049, -0.22159128381125032, -0.21424799292780236, -0.20679158355245925, -0.19952865267471812, -0.1922629864334541, -0.18500211151550502, -0.1778425673494007, -0.17069688144927353, -0.16365622444535555, -0.1566374098169337, -0.14972648629900578, -0.14276637380259136, -0.13592051229490534, -0.12911365735570351, -0.12242214090910872, -0.11570482585018896, -0.10910722395323298, -0.10249561377068961, -0.0960070759771728, -0.08951500773504639, -0.08314844153775047, -0.07684617718074933, -0.07055383588630136, -0.0643339044688449, -0.058188309387430505, -0.05211876799874256, -0.046076358945184526, -0.040164797164425545, -0.03423833829511562, -0.028398615810038674, -0.02264621760409161, -0.01693835880444267, -0.011321238242405796, -0.0057543326877006985, -0.00024139234280949365, 0.00517606071523346, 0.010572251364442061, 0.015869300089057122, 0.021102605114940907, 0.02626974436932992, 0.03136854317301421, 0.03639706218228621, 0.0413838592890583, 0.04626588548469089, 0.051101438179817424, 0.05585921236285918, 0.06056478643171828, 0.0651892507941345, 0.06975681692676503, 0.07424081990975538, 0.07868714995655038, 0.08302445523871106, 0.08736242517974607, 0.09156837152948669, 0.09562741834030862, 0.0997388229389117, 0.10388852437951089, 0.10770652431106165, 0.11156366286263102, 0.11544754204623335, 0.11918694238746881, 0.12294249234509987, 0.12655586120874904, 0.1300340394896313, 0.13352043457859084, 0.13687415720400312, 0.14022824692807195, 0.1435741687970267, 0.14678736851118995, 0.1498745058174694, 0.15294948454321727, 0.15600534396538202, 0.15893665931849807, 0.16184469009362837, 0.1647236178498247, 0.16748106490886874, 0.17012328092137632, 0.17281588590707592, 0.1753147218632103, 0.1778550310743365, 0.1802832921272784, 0.1826720882767146, 0.18501796923814845, 0.18725708465730126, 0.1894530470671528, 0.19160311089326343, 0.1937048192821322, 0.1957059552135505, 0.19765956528855572, 0.19956375381803848, 0.20141686434724546, 0.2031766629619655, 0.20492568318655216, 0.2065832498558676, 0.20818913746242276, 0.2097424980795711, 0.21124265538100842, 0.21268909383291404, 0.2140814480704974, 0.21541949251505454, 0.21670313127803997, 0.2179323883899074, 0.21910739838357293, 0.22022839725526624, 0.2212957138192329, 0.22230976146720358, 0.22328728190788297, 0.22419516661240627, 0.2250654574945649, 0.22588272918258054, 0.2266478505954988, 0.22736172765976778, 0.22802529800005286, 0.2286485251989526, 0.22922167485140882, 0.22975316976916985, 0.23023527057667167, 0.23066923431624248, 0.23106132912643357, 0.23140641193389538, 0.23170582227962594, 0.23196696537347972, 0.23218024729681944, 0.23235445362547483, 0.2324837096521618, 0.23257349459906984, 0.23262160828167627, 0.23262941392665498, 0.23259705425580404, 0.23252577008039857, 0.23241568591418676, 0.2322671532543985, 0.23208060057970642, 0.2318565260738847, 0.2315954906472261, 0.23130117136647313, 0.2309683930188073, 0.23060063065452613, 0.23019863344228988, 0.22976318334078236, 0.2292908048075874, 0.22879070312460126, 0.22825498790759088, 0.22768400954010135, 0.22708821135196847, 0.2264586953786043, 0.22579598057806635, 0.2251060621134443, 0.22438440391737297, 0.22363730021278436, 0.22286002822294482, 0.22205331827825198, 0.22122381685342474, 0.22036063462007094, 0.21947640601239218, 0.21856607988176374, 0.21763050290182073, 0.21666440531897055, 0.21568089519973455, 0.2146685741271147, 0.2136344781896694, 0.21257951190268462, 0.2114983616468989, 0.21039814024031425, 0.2092735418339927, 0.2081316903077445, 0.2069672944066801, 0.2057812895357545, 0.20457461849686917, 0.20333599122714305, 0.20211524231852385, 0.2008400743561989, 0.19957223331350762, 0.1982524015797072, 0.1969416152699688, 0.19564027952096405, 0.19429026808304764, 0.1929512871962808, 0.19156614073335754, 0.1901366283774677, 0.188777310785343, 0.18731927412177868, 0.18587650489041552, 0.184449087072294, 0.18298306196702388, 0.18153364359173874, 0.18004805176123959, 0.17852812418450242, 0.1770271372969824, 0.17554495179345972, 0.17398115166801661, 0.17248786066175256, 0.17091651300386634, 0.16936706795210557, 0.16779181560640014, 0.16623917446641714, 0.1646627484759877, 0.16306419618728352, 0.16148978851000959, 0.15985116527704962, 0.15828172943103275, 0.15665119478062264, 0.1550468889681517, 0.15342703644667552, 0.1517930795796908, 0.15014642651324628, 0.14848844906710978, 0.14685893772860126, 0.14521937899191092, 0.14357103357317286, 0.14191512321637093, 0.14025282973188533, 0.13858529426630073, 0.1369136167887121, 0.13527272005251553, 0.13359525286285265, 0.13194930437555882, 0.13026997450063474, 0.1285913942620013, 0.12694517274360065, 0.12527000587473727, 0.12359803618249422, 0.1219299988210513, 0.12026659111769945, 0.1185806587153355, 0.11692901795551601, 0.1152571821228089, 0.11359349333358305, 0.11193844577771779, 0.11029250165656176, 0.10863156234472483, 0.1069815939207247, 0.10531944853893048, 0.10366994107816647, 0.10203333083378711, 0.10038785823769464, 0.09875668720894715, 0.09711894105214457, 0.09549672038427336, 0.09387000531982206, 0.09225986908445145, 0.09064712190282309, 0.08903307389340225, 0.08743731272390771, 0.08584183512789854, 0.08424778470507559, 0.08265624579011227, 0.08108494035027848, 0.07950105031996511, 0.07793850327532148, 0.0763814836779546, 0.07481565250245346, 0.07327248492175718, 0.07173717106110862, 0.07019629762937056, 0.06867902898670032, 0.06715809896296247, 0.06564812735926354, 0.06414959953213598, 0.06265052158469252, 0.06116436322692198, 0.05969147644080698, 0.05822065388414526, 0.05676428938651291, 0.05531167067421111, 0.05386384298618799, 0.05243217795278467, 0.051006666239176365, 0.04958818417335687, 0.0481871514977851, 0.04678487567597937, 0.045401027647301674, 0.04401781658784955, 0.042653825670574255, 0.04129213058057235, 0.03994210701199897, 0.03860422430519001, 0.0372789100529598, 0.035959026703319574, 0.0346528592810043, 0.03335358746797772, 0.03206898576315308, 0.03079254053212686, 0.029524999332615782, 0.028267054099613748, 0.027037890437586688, 0.02581850711346938, 0.024574435427961228, 0.023365929590242474, 0.022136356623500837, 0.020942485322311594, 0.019782761579933954, 0.01860524832284605, 0.017461888941608238, 0.0163036349716917, 0.015179383510295914, 0.014042847633601214, 0.012940023460337518, 0.01186943133167059, 0.010747792031237907, 0.009700156676834744, 0.00860594960401342, 0.007582751221612558, 0.006517104466395492, 0.005484443935159201, 0.0044832810055655025, 0.00347925352647157, 0.0024740556883384333, 0.001500196895107734, 0.0005262990810461453, -0.00044617430035309296, -0.0013877813983511095, -0.002327122440494077, -0.003236630869724081, -0.004168624767443073, -0.0050455477206027026, -0.005942745927238399, -0.006833755289837166, -0.007695365750896519, -0.008550512522575576, -0.009377514358670416, -0.010218000771655751, -0.011030226111274613, -0.01183434013357661, -0.012629703091529701, -0.013415730373904615, -0.01419189027572363, -0.014941340828773415, -0.015696946813678638, -0.016426131607433465, -0.017159569858277955, -0.01786698787417115, -0.018563313953442896, -0.019261460745108688, -0.019934351370667167, -0.02059545552523896, -0.021256398580393854, -0.021904372057612514, -0.022528371510079484, -0.02315062475294327, -0.023759750204838375, -0.024355744571044734, -0.02494799236541817, -0.025517432506312793, -0.026082512648141765, -0.026633966788357655, -0.027179895568659993, -0.027704137319084835, -0.0282225024794399, -0.028734243597350207, -0.029231908764236633, -0.029715720509690877, -0.030192123600574956, -0.030654607514280632, -0.031109135013166513, -0.03154977703552078, -0.031982041480643875, -0.03240552854516398, -0.03281511773177138, -0.03321569295835309, -0.03360696095946632, -0.03398452431625702, -0.034352694899485635, -0.03471126871433725, -0.03506007409962113, -0.03539896981436494, -0.03572784315484866, -0.03604353195065849, -0.036352284600804405, -0.036650824130161914, -0.03693913419307179, -0.03721721831312841, -0.037485098332955505, -0.03774281293294315, -0.03799250680580372, -0.038231916163778606, -0.03846113637583177, -0.03868201432242309, -0.038892710834560966, -0.039094892714237564, -0.03928697844824836, -0.03947046502759459, -0.03964400623211664, -0.03980893927325709, -0.03996519840195413, -0.04011274107249011, -0.04025154632977866, -0.040380783278181336, -0.04050220188220555, -0.04061493127078833, -0.04071839978798165, -0.04081397956357757, -0.04090155725450705, -0.040980169208238854, -0.04105085723325367, -0.04111324111586, -0.041167725568993466, -0.041214067032085154, -0.04125259571728125, -0.04128333022014334, -0.04130630611195228, -0.04132168852460471, -0.04132920101969455, -0.041329367273121226, -0.041322165173162465, -0.04130707055828546, -0.041285953326919526, -0.04125583709061326, -0.04122067349675761, -0.04117774239358901, -0.041126707085275556, -0.04106977232471669, -0.041004666170300276, -0.040934094072334726, -0.04085847745025385, -0.04077490190734284, -0.0406832118730263, -0.04058693772572809, -0.04048266208018973, -0.04037425432655009, -0.040257999609956824, -0.040138059636628066, -0.04001046101638399, -0.03987961490537596, -0.03974132537250711, -0.039595618211345315, -0.03944254219916494, -0.03928692016904384, -0.039129040644446625, -0.038959419173956206, -0.038787841086358035, -0.038614567243156206, -0.03842981109758161, -0.03824368039364093, -0.038051331456058934, -0.037852905605732484, -0.03765367214105875, -0.037443571445315973, -0.03723301200090909, -0.03702218419858387, -0.036800970898409315, -0.036574688288566144, -0.036348651142359654, -0.03611276769427705, -0.035877475208431354, -0.03563782211234211, -0.035393992342709776, -0.03514617152700709, -0.03489454633536381, -0.03463930387753022, -0.03438063114468293, -0.034113790022619134, -0.03384885065711449, -0.033581038350995254, -0.03331053476347012, -0.03303275074714894, -0.03275271861912173, -0.03247529607488539, -0.03219125245466433, -0.03190089866948576, -0.031613620413368834, -0.03132046273071397, -0.03102617183639295, -0.030730904417647264, -0.0304304850051053, -0.030129496105183336, -0.029823864022505937, -0.029518056100525974, -0.029212206895919145, -0.02890239738571869, -0.02859291369290948, -0.028279941870068617, -0.027963769626474278, -0.0276484962782693, -0.027330467681823078, -0.0270136552241791, -0.02669451139681895, -0.026373298903049652, -0.026050274972164864, -0.025729151755077825, -0.025403193301796755, -0.02507950094487117, -0.024754846306117646, -0.024429455159493612, -0.02410354649885797, -0.02377422508112893, -0.023447968687436194, -0.02312180954339122, -0.022793004780996863, -0.022464785992428626, -0.022137328231430577, -0.021810799303119747, -0.021482653035263952, -0.021155860530262846, -0.020830566388757354, -0.020504366733557374, -0.020177554315609865, -0.01985284497862617, -0.01953035167523739, -0.01920552502981631, -0.01888332751619681, -0.018561623905568658, -0.01824064905505442, -0.01792062773970887, -0.017601774689412642, -0.01728631863238665, -0.016970357998501443, -0.01665615104761516, -0.01634387329718635, -0.016031856633472813, -0.015722183594498017, -0.015414999620287737, -0.015108742750126754, -0.014805326715047723, -0.014503257080593605, -0.014202769853384145, -0.013904088732974274, -0.013611882268775712, -0.01331875934874278, -0.013019532967712969, -0.012742407027662704, -0.012446090189751739, -0.012171267211722405, -0.011878925473090305, -0.011607445711491455, -0.01133182489367562, -0.011052816659994606, -0.010793357736284153, -0.010519792823818496, -0.01025469422929642, -0.009997728510599853, -0.00973877133136151, -0.009487930215544685, -0.009235687877750262, -0.00898261816883611, -0.00873786241786626, -0.008492766140189508, -0.008255863148511457, -0.008026813343016904, -0.007790286978787124, -0.007561993561024182, -0.007341580616924715, -0.007115232859382985, -0.006903551764043399, -0.006686693373656838, -0.00647776744593772, -0.006270612093985506, -0.006065538313310079, -0.005868209393506947, -0.005673100891338898, -0.005480472012720648, -0.005295335534558168, -0.005112754734784015, -0.004932941967623487, -0.004756090784439342, -0.004582376346233793, -0.004415836578528994, -0.004248684120066993, -0.004088650541513171, -0.003931975906930797, -0.003778765532638004, -0.0036291099034932535, -0.0034830852933649043, -0.0033407544054072516, -0.0032048752720877016, -0.0030699426000588216, -0.0029388213478586294, -0.002811526501356577, -0.0026880627890653198, -0.002568425342463815, -0.002452600346883716, -0.0023405656804012537, -0.0022322915385152723, -0.0021260157117080213, -0.0020252344262914773, -0.001926530553116244, -0.0018300977895948068, -0.0017388766115965675, -0.0016499342152483962, -0.0015646483882733435, -0.0014829286151917572, -0.00140358151534414, -0.0013277403540209649, -0.0012553002920222334, -0.0011852376996176358, -0.0011176127267326565, -0.001053279287264674, -0.0009921162290043555, -0.0009332921675014224, -0.0008768249108872454, -0.0008233433600179475, -0.0007721374786340595, -0.0007231985108695733, -0.0006765084258778576, -0.0006325123358900914, -0.0005906387375877612, -0.0005508522577875368, -0.0005134901810791262, -0.00047772024066272586, -0.00044422432639219746, -0.0004122711888574529, -0.0003821531430946489, -0.00035406515771213787, -0.00032740919193800355, -0.00030239785266496585, -0.00027896422854900305, -0.0002568565526049112, -0.00023639061252090913, -0.00021714350554383888, -0.00019908769129223686, -0.00018244920807596187, -0.00016676971856512671, -0.0001523680093726307, -0.0001388526224835856, -0.00012638976029863183, -0.00011483214564017455, -0.00010421102180121931, -9.439731591876182e-05, -8.534983291289959e-05, -7.702709550130106e-05, -6.938769810852949e-05, -6.239062079610479e-05, -5.599550421685011e-05, -5.016288699590166e-05, -4.482366484367077e-05, -4.000557726269518e-05, -3.56141685416717e-05, -3.162351005798088e-05, -2.802674610323247e-05, -2.4791460616378956e-05, -2.1872196310154154e-05, -1.9245594705593896e-05, -1.690048073030262e-05, -1.4800662986944294e-05, -1.289055188367881e-05], 'MSE': 19628.279205606148, 'R_2': 0.8576281863749566, 'U_norm': [-181.68918370720604, -37.96525218561338, 0.007594999626521422, 0.04600272359627946, 0.03763738210215066, 0.0441247372973585, 23.926915771150224, 77.97235102546976, 84.80607937141026, 47.099958407988794, -0.3268454194384535, -0.08552639435616637, -0.1033043858054008, -0.11631159287680692, -0.12191405822460917, -0.12406895671408674, -0.11458967680109636, -0.10106262678024883, -6.3562891911706165, -6.205985905648647, -0.005973743231135067, -0.0348151597291365, -0.01316301480921729, 0.0024664610539934873, 0.014385617047890153, 0.023307302686832527, 0.029916672824169203, 0.032467833197876016, 0.03351815905509081, 0.03376213291596829, 0.032015769606953584, 0.029802467451912416, 0.02678869728536335, 0.02393032326675289, 0.020948153964280652, 0.01816010790623002, 0.015651501444187737, 0.013380084823456232, 0.011406344939015088, 0.009822259126791692, 0.008446785166759747, 0.007229678148780895, 0.006199824806583307, 0.005373013808976141, 0.004668738205708001, 0.004088934904513093, 0.0036042743003529463, 0.0031825488439389655, 0.002810540420846073, 0.0024963282782529406, 0.002218603654314121, 0.0019693472196231545, 0.001742183190345038, 0.001532152837634475, 0.0013355181579546484, 0.0011495875444759982, 0.0009725566640069995, 0.0008033599017771015, 0.0006415299625794199, 0.0004870650976612712, 0.00034030476711443403, 0.00020181531556319105, 7.228748834909747e-05, -4.7552539235598754e-05, -0.00015701738904393868, -0.0002555173317873811, -0.0003426037867725689, -0.0004179981195741876, -0.0004816069268706313, -0.0005335254185296066, -0.000574030788740129, -0.0006035676174207572, -0.0006227273642122071, -0.0006322239319810309, -0.0006328671064163913, -0.0006255354462212688, -0.0006111499317996652, -0.0005906493953159648, -0.0005649684778200267, -0.0005350185955758757, -0.0005016721656746447, -0.0004657501423924414, -0.00042801275849279095, -0.00038915324535828365, -0.00034979422381838777, -0.00031048640646884795, -0.000271709229401787, -0.0002338730312861531, -0.00019732241551799612, -0.00016234046199500616, -0.00012915349425014872, -9.79361523133579e-05, -6.881656562237045e-05, -4.1881465816959964e-05, -1.7181118640573918e-05, 5.26600936161314e-06, 2.5468903129883132e-05, 4.34599994872197e-05, 5.9291545061978495e-05, 7.303230677759913e-05, 8.476461909639748e-05, 9.45817456780367e-05, 0.00010258552945802441, 0.0001088843034749572, 0.00011359103590680824, 0.00011682168418882197, 0.00011869373568990847, 0.00011932491642245382, 0.00011883205142538937, 0.00011733006418023516, 0.00011493110398905017, 0.00011174379226015024, 0.00010787257978809424, 0.00010341720824401504, 9.847226994116899e-05, 9.312686015385347e-05, 8.74643162718257e-05, 8.156203867256868e-05, 7.549138743273235e-05, 6.931764945291712e-05, 6.310006984182133e-05, 5.689194139738438e-05, 5.0740745458042394e-05, 4.468833722621688e-05, 3.87711689689404e-05, 3.302054431403735e-05, 2.7462897417384466e-05, 2.212009081618347e-05, 1.7009726243369874e-05, 1.2145463186984813e-05, 7.537340119994949e-06, 3.1920942368596403e-06, -8.865240278395132e-07, -4.697444928170846e-06, -8.241984072548244e-06, -1.1523560027051688e-05, -1.4547425982901717e-05, -1.7320416650633842e-05, -1.9850710842153153e-05, -2.214760983377928e-05, -2.4221331353369565e-05, -2.6082818611755804e-05, -2.7743563695966937e-05, -2.9215444313353397e-05, -3.0510573198870256e-05, -3.164115912893935e-05, -3.26193792234184e-05, -3.3457261959705144e-05, -3.4166581068917074e-05, -3.475876067551543e-05]}, 'iteration_39': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24742.40628445762, -5397.634022442345, -1.4796274951320016, 7.436748532056034, 5.067920005629913, 6.981098000371933, 3692.0853438158997, 10758.11345360085, 11454.034208923526, 6157.14136026726, -33.787708410929575, -12.924453243028118, -13.219821144862268, -13.075363547771452, -11.888963247360817, -10.462877090781044, -7.928465385790566, -10.415296175701306, -941.1337852679937, -800.5706038054986, -17.183792676398316, 1.4736215893955262, 2.9327411501573417, 3.777731988363856, 4.227632126384354, 4.457867682338386, 4.595505562625923, 4.405223576145436, 4.236990029019201, 4.114317976906932, 3.847079928258209, 3.661273040932962, 3.3927660948841543, 3.011958013965029, 2.7724825108438815, 2.460542723210607, 2.1886718059978754, 1.9239024399339189, 1.6781640960584445, 1.4675328059867303, 1.2731940602637957, 1.0929216804203015, 0.9352221923981581, 0.8045984414124712, 0.6917481366796701, 0.5984144953276517, 0.5206535308234199, 0.4539314913278129, 0.3964561895683269, 0.3482998787445006, 0.3062335727506154, 0.26873165324994236, 0.23460685115399782, 0.2029874851822602, 0.17327310769354323, 0.14511973877288864, 0.1183270897252313, 0.09285404937425361, 0.06874341584794887, 0.04609089066293423, 0.025014786339399388, 0.005632890161741026, -0.01195395554155832, -0.02767234474189776, -0.04148184698033124, -0.05337663276881638, -0.06338419159032495, -0.07156205492247411, -0.07799330511744233, -0.08278150364372815, -0.08604552433614064, -0.08791464011089098, -0.08852409128614876, -0.0880112643371001, -0.08651253147782592, -0.08416074365707503, -0.08108333018226602, -0.07740093399809456, -0.07322650020101425, -0.06866473316471118, -0.06381184212449821, -0.05875550381899422, -0.053574981931202754, -0.048341354850220286, -0.04311781476676171, -0.03796001113698663, -0.03291642001976148, -0.02802872738163781, -0.023332219407228284, -0.018856176155833685, -0.014624266955555874, -0.010654946974617973, -0.006961854711409208, -0.0035542098668982815, -0.0004372106609506548, 0.002387570987938838, 0.004921798630018494, 0.0071699874322547165, 0.009139130399393033, 0.010838337684004858, 0.012278492095137025, 0.013471923478816825, 0.014432104255548209, 0.015173367934197237, 0.015710651792739012, 0.016059264389363587, 0.01623467803944567, 0.016252345960996593, 0.01612754334959135, 0.01587523137694178, 0.01550994269948783, 0.015045686956634684, 0.014495874451148895, 0.013873256302302293, 0.013189879243757502, 0.012457053370904613, 0.011685331223187677, 0.010884496676016096, 0.010063562352351122, 0.009230774321137515, 0.008393623076754408, 0.007558859817723653, 0.006732517202950163, 0.005919933863940079, 0.005125781974799556, 0.004354097359050666, 0.0036083116187115177, 0.0028912858683005395, 0.002205345649341884, 0.0015523166458623822, 0.0009335609091548571, 0.00035001317884658314, -0.000197782885238861, -0.0007096388940306772, -0.0011856865439085998, -0.0016263432577737179, -0.00203227883651626, -0.0024043832762866333, -0.0027437358888286957, -0.003051575814966423, -0.0033292740326574355, -0.003578306882739524, -0.003800231161501248, -0.00399666077644899, -0.004169244959529301, -0.004319648078522127, -0.004449531008240896, -0.004560534137582562, -0.004654262053141621, -0.004732269991365687], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [134.78804468627496, 8909.161414585571, 3100.196885901171, 654.3437461106236, -161.81613948219226, -377.4467228611911, -387.92016981835286, -336.113434405599, -272.242470576864, -212.8349705832301, -162.3394356060377, -120.97577890283785, -87.88359603895117, -61.52803060057478, -40.90517934082784, -24.786455747710406, -12.31818251531001, -2.8420403499530553, 4.328250683565808, 9.670521156254688, 13.574832121941672, 16.341684691773825, 18.260902817874126, 19.506700257826267, 20.25497127055098, 20.62193131006801, 20.706093924980678, 20.583666439157735, 20.311213563724007, 19.934252200722423, 19.484245520269273, 18.988980707098673, 18.46463012338009, 17.92789294127219, 17.386006499071755, 16.84624765541593, 16.31378075606937, 15.792172056845441, 15.283792823855245, 14.78786089654043, 14.309876614475895, 13.845789198057426, 13.397911840326653, 12.964223392240354, 12.546413993759048, 12.142384412882606, 11.751882465363854, 11.37459430332601, 11.011561856432515, 10.659539190069966, 10.319607036581644, 9.991365632813233, 9.673288668582188, 9.366222248906103, 9.069766364632725, 8.781607478756367, 8.499835076293339, 8.233274786498432, 7.9716936930664435, 7.723176085644179, 7.471925056631912, 7.240436277386331, 7.006629653835678, 6.784440824566998, 6.566974692420906, 6.360114817338965, 6.157624305857616, 5.959604676349794, 5.766130720017789, 5.577253068929253, 5.39749564748258, 5.221937929635892, 5.050603257669458, 4.887382650411677, 4.72431277450285, 4.568976608250863, 4.417481804719703, 4.269808997617724, 4.125928749548455, 3.9858028042305427, 3.8493852406003852, 3.7192703167309777, 3.5899831938739966, 3.464236889121623, 3.341964250272717, 3.2252863669107414, 3.109646673613242, 2.9972673753774117, 2.888071822551859, 2.7819823724570747, 2.6771851815451817, 2.5771510948351093, 2.4784020324462794, 2.3840950544169366, 2.289610372461386, 2.1993937158983496, 2.111849878242783, 2.0256381098164655, 1.940845551154605, 1.8598404380568643, 1.7801840865960112, 1.7019400131855837, 1.6261619834510563, 1.5527593322833968, 1.4807302148751684, 1.4109856421157778, 1.3426032106556038, 1.2756098899346477, 1.2107894662631695, 1.1473252636749731, 1.0852304542987639, 1.0251802459256185, 0.9664522360114489, 0.9090495420319487, 0.8529714096088896, 0.7987714768749358, 0.7453022245164374, 0.6936472254038237, 0.6427512345442322, 0.5935998377454393, 0.5452228980969971, 0.498517195313097, 0.45259097917533825, 0.40787003894841073, 0.36433286267139126, 0.32159996331670215, 0.28003676269317046, 0.23961779673721137, 0.20000496175548502, 0.16151210669119473, 0.12411159197913614, 0.0872294189166745, 0.05169382992519121, 0.016690871362795782, -0.01726415149056165, -0.05043016374032741, -0.08280694124483577, -0.11439616090444969, -0.14520120404358777, -0.17503634641530863, -0.20429755821211484, -0.23279283048205043, -0.2605306698511346, -0.28767939428022593, -0.3140760912290638, -0.33973258260885036, -0.36466121219071757, -0.38900692742117726, -0.4127649067975616, -0.4359321177215974, -0.45839230296686934, -0.48027098103499777, -0.501568904757667, -0.5222880573798677, -0.5420513170414393, -0.5615503775987898, -0.581008619907461, -0.5995351329986182, -0.6171861842331235, -0.6347597483044438, -0.6514877441460324, -0.6680959431113588, -0.6845321722487191, -0.6995317370294971, -0.7143934561947495, -0.7290733199409165, -0.7430093370079828, -0.7567417907489449, -0.7702354910082259, -0.782570287061348, -0.7951235167621974, -0.8070002275232282, -0.8182415596710622, -0.8292422846232602, -0.839979213207814, -0.8504316732588013, -0.8602828450404656, -0.869569575958545, -0.8785913106646758, -0.8873327731537236, -0.895780631550465, -0.9037043869562272, -0.911341669999613, -0.9186828081279054, -0.9257196887500356, -0.9322792178254956, -0.9385462416206038, -0.9445153443985178, -0.9500493145395614, -0.9554214628468898, -0.960372992579547, -0.9650346334790826, -0.9694050321724075, -0.9734836960085425, -0.9771925210835225, -0.9806970929394948, -0.9838491748631208, -0.9867849342980682, -0.9893866408030974, -0.9917635818894125, -0.9938256268594171, -0.9956575890025164, -0.9971942124490535, -0.9984981024386086, -0.9995426046784823, -1.0003214451087132, -1.0008677662097798, -1.0011709946562926, -1.0012360798184754, -1.0010669836315043, -1.0006646402555721, -1.0000365962026432, -0.9991895227117497, -0.9981125518656496, -0.9968242940372466, -0.9953318434147791, -0.9936168459639431, -0.9917069905850091, -0.9896095207524669, -0.987299754446584, -0.9848127034195993, -0.9821201840914755, -0.9792243762024542, -0.9761664728248333, -0.9729139311798102, -0.9695111673045246, -0.9659230561837591, -0.9621533285082998, -0.9582060374718973, -0.954130737657638, -0.9498883864073818, -0.9454368169549582, -0.9409209252989713, -0.9362054654853711, -0.9313421947981418, -0.9263362597729019, -0.9211928884879468, -0.915917367289523, -0.910515019316434, -0.9049413377160738, -0.8993012351191426, -0.8935003179609514, -0.8875438028379816, -0.8815372113744055, -0.8753858320804679, -0.8690952042258872, -0.8627704590750458, -0.8562676656723917, -0.849691796043211, -0.8429988565094263, -0.8362434384221035, -0.8293334152142773, -0.8223718588926169, -0.8153156699771863, -0.8081705327776768, -0.8009420868605266, -0.7936359120619838, -0.7862575149888008, -0.7788123169510407, -0.771305643264603, -0.7636979404051343, -0.75604008462171, -0.7482933348545423, -0.7405073826074077, -0.7326443028892751, -0.7247525110319555, -0.7167532969343694, -0.7087774958378688, -0.7006252322252813, -0.6925867506309186, -0.6842674932461268, -0.6760708398120422, -0.6679951538600805, -0.6596627729409189, -0.6514591871012544, -0.643018102275618, -0.6347129586999871, -0.6261889191199688, -0.6178072418864565, -0.6095650178596637, -0.6011245268138846, -0.5925000813793477, -0.5840287243191169, -0.5753897306440977, -0.5669079973094877, -0.5582740754813666, -0.549800853664659, -0.5411900025079402, -0.5327425870471064, -0.5241712077142566, -0.5154879318149054, -0.5069763313147725, -0.4983650528277425, -0.4899262917473113, -0.48139918573157997, -0.47279435361574373, -0.4643673279605434, -0.4556323866364619, -0.44731950689159067, -0.43871784903492195, -0.4303015258631361, -0.4218444059827327, -0.41335500160887234, -0.40484149453212687, -0.3965174597702171, -0.3881753452276012, -0.37982247651469503, -0.3714658560850111, -0.36311216322025197, -0.354951050134843, -0.3466176311381932, -0.3384801038826679, -0.33036077951612763, -0.3222649677795694, -0.3140350725188507, -0.3060049800274568, -0.2980125384938275, -0.2900619297324833, -0.2821570715941184, -0.2741579968746025, -0.26635894577654706, -0.2584793199537331, -0.25079849058182185, -0.24304950610169512, -0.2353711546607439, -0.22776551822235155, -0.22023448504396323, -0.21266299478899078, -0.20517544089577636, -0.19777296063460184, -0.19034880906009957, -0.18301728587944183, -0.17577886915399243, -0.16863391375803768, -0.16138950819409426, -0.15434333309193687, -0.14730460362478065, -0.1402805862526203, -0.13336443462569011, -0.12647140009596697, -0.11968917904241562, -0.11293737708272882, -0.10629850905832583, -0.09962156371441457, -0.09306320875162577, -0.08655106817759974, -0.08015788214002441, -0.07374864900281747, -0.06746204621201203, -0.06117047661155726, -0.055004204727701844, -0.048842719408738924, -0.04280828670481235, -0.03684258133696827, -0.030894029956190942, -0.025021595549688434, -0.019226872345266963, -0.013511252879283155, -0.007828532053969158, -0.0022760187407054105, 0.003283331372627274, 0.00875424896821456, 0.014136433243791827, 0.01947008535212491, 0.024712207757685668, 0.029900797572146812, 0.03503246918674117, 0.04006876011281424, 0.045078798612425974, 0.049990407645587084, 0.05483661259987821, 0.05961531104812424, 0.06432463773679432, 0.06896295212910825, 0.0735566953342613, 0.07804794774967169, 0.0824905064829469, 0.08685572489710328, 0.09116719298995966, 0.09539854856830653, 0.09957207754624597, 0.10366355082041362, 0.10771493761676829, 0.11166136785825152, 0.11560271194646236, 0.11941852403786142, 0.12309571042073729, 0.12681481717729234, 0.13056277401725958, 0.13400584402907129, 0.1374788899607201, 0.14097043578339888, 0.14432662899643148, 0.14769172601203498, 0.1509239430628967, 0.15402996317856635, 0.1571379379753952, 0.16012235601453073, 0.16310170674068256, 0.16606820091816762, 0.16891152751088673, 0.17163800393450096, 0.17434834427941046, 0.17703624338594473, 0.17960910371826014, 0.1821559459594164, 0.18467153973011496, 0.18707532244193376, 0.18937317175828164, 0.1917090126539399, 0.1938711910201216, 0.19606343303229454, 0.1981531582004041, 0.20020301725088538, 0.20220998155439499, 0.20411962056939562, 0.20598638877780312, 0.20780790623860215, 0.20958206016065178, 0.21126499573215127, 0.21290155500162047, 0.21449013684461404, 0.21602935981939522, 0.21748439422506413, 0.21892350127007026, 0.22028032267839776, 0.2215877001094024, 0.2228449844864, 0.22405168225881025, 0.22520744518770036, 0.22631206033714946, 0.22736544032123193, 0.22836761384742846, 0.2293187165891185, 0.23021898241246821, 0.23106873497649338, 0.2318683797192869, 0.23261839623833214, 0.23333108876979605, 0.2339825248375227, 0.23459593222947242, 0.23516039731054966, 0.23567679967185126, 0.23614604924430213, 0.23656908149438374, 0.23695227412895623, 0.23728968907955175, 0.23758637274789837, 0.2378381190564194, 0.23804613720426185, 0.23821361886832626, 0.23833859383589728, 0.23842233604476323, 0.2384667186380152, 0.23847054989474664, 0.23843460851907952, 0.23836084941924965, 0.2382472642484739, 0.2380966478093155, 0.23790803974616884, 0.23768170847060197, 0.23742107392099226, 0.2371241488883631, 0.23679137899115102, 0.2364232754326749, 0.2360204083603456, 0.23558340051511506, 0.23511764806370106, 0.23461462591674642, 0.23407957263400694, 0.23351326466238453, 0.23291650402606426, 0.23228444129170156, 0.23162911388286142, 0.2309399057177651, 0.23021730552653902, 0.229474268923638, 0.22869944288092017, 0.22789345315489534, 0.22706345498932884, 0.2262038500219463, 0.2253219954655092, 0.22441217361384055, 0.2234751754852631, 0.22251857689354987, 0.22152974250365223, 0.22052306595232718, 0.2194926497829927, 0.21843936508591846, 0.2173572402917408, 0.21626086342524267, 0.21513742946883607, 0.2139946927923497, 0.21283355184801012, 0.21164809551038258, 0.2104460573120032, 0.20922157076450165, 0.2079823213032679, 0.20672249228386644, 0.20544305008527847, 0.20414496192199313, 0.20281608143194546, 0.20150971773602175, 0.20014844293271256, 0.19879816249897206, 0.1973956796140718, 0.19600583057790122, 0.19462882075172608, 0.19320311740921492, 0.19179174860458761, 0.1903343918577319, 0.18883306653173373, 0.1874078933480962, 0.18588172848898285, 0.1843739847581303, 0.18288456499179673, 0.18135711952093705, 0.17984913081666107, 0.1783056368232626, 0.1767286086263327, 0.17517327087321474, 0.17363932483192604, 0.1720228919001155, 0.1704811658211271, 0.16886070453503405, 0.1672646241911449, 0.1656437204112591, 0.16404775990349976, 0.16242899603608568, 0.16078914777296946, 0.1591756255371132, 0.15749788091324296, 0.15589244685233458, 0.15422598997543435, 0.15258776496915216, 0.15093505608313743, 0.14926933203171489, 0.1475920221292912, 0.14590451451570288, 0.1442472514858448, 0.14258100760883344, 0.14090705236171602, 0.1392266125650652, 0.13754087170801313, 0.13585096949631617, 0.13415800160734975, 0.1324972819678435, 0.1308006252517387, 0.12913687983879574, 0.1274404214842242, 0.12574573604264266, 0.12408468423302546, 0.12239538547697759, 0.12071025514905932, 0.11903000849150905, 0.11735532210546706, 0.1156588536214519, 0.11399774787660873, 0.11231717818271565, 0.11064562784115384, 0.10898356555143554, 0.10733142804127745, 0.10566501609138103, 0.10401037062364338, 0.10234426581214391, 0.10069156272998314, 0.09905249225941808, 0.09740524795562171, 0.09577300422083385, 0.09413485514545841, 0.09251289117838876, 0.09088707918190943, 0.08927846428605228, 0.08766785782025473, 0.08605656184243828, 0.08446411291648549, 0.08287252707125896, 0.08128293671830861, 0.07969641385390687, 0.078130605805403, 0.07655279878122867, 0.07499677938463827, 0.07344677872098695, 0.07188851833523598, 0.07035330907864745, 0.06882639769188836, 0.06729443832871045, 0.0657864136470144, 0.06427521005181333, 0.06277534642009112, 0.0612872909619243, 0.05979912510210484, 0.05832421164979028, 0.05686288544758634, 0.05540401758038538, 0.05395989141045473, 0.05251987451741263, 0.05108499710324099, 0.04966651835596457, 0.048254510142140036, 0.04684983336224059, 0.04546279509338158, 0.04407488167708462, 0.0427055546251214, 0.04133720133678348, 0.03998819687975811, 0.03864179399560157, 0.03730725717240101, 0.03598504109929303, 0.03467555901702876, 0.03337175188127579, 0.032081796844335965, 0.030798950959723535, 0.02953088302830507, 0.028271155599846755, 0.027020500933270297, 0.02577959591847976, 0.024567354012931305, 0.023365023509269316, 0.022138623430427374, 0.0209475494305199, 0.01973598170936501, 0.018559854159656868, 0.017417614407676484, 0.016258104528082087, 0.01513247000801735, 0.013992418245845269, 0.012886073582556943, 0.011767881322615827, 0.010683090412263264, 0.009630226719963084, 0.008527398294394717, 0.0074975541202722444, 0.006422159998429167, 0.005416769603287116, 0.00436989420858652, 0.003355645462325877, 0.002372543724847658, 0.0013868407313875747, 0.0004002042402312448, -0.0005554629767919727, -0.0015109594388245482, -0.002464846151828722, -0.003388250754096391, -0.004309227552140612, -0.005200755504360824, -0.006114116625023358, -0.006973311694975088, -0.00785217098940352, -0.00872476197385131, -0.00956836188242208, -0.010405434066940592, -0.01121476269727787, -0.012037087656892702, -0.012831565371301725, -0.013617913042757827, -0.014395505632505745, -0.015163772499748839, -0.015922195177234925, -0.016654324517002925, -0.017392267357821848, -0.018104210155362583, -0.01882010437523347, -0.019510402530802707, -0.02018968010834367, -0.020870530150130965, -0.021526549289056906, -0.022170878248683423, -0.022814844771462794, -0.02344596709228666, -0.024053536091758834, -0.024659198053525202, -0.02525187324365946, -0.02583156258795767, -0.02640739297657266, -0.026960836182340922, -0.02750982644280223, -0.028045361298297263, -0.028575307739867998, -0.02908398254063181, -0.02958673226992764, -0.030082827878378907, -0.030565046511496607, -0.03103361017053087, -0.03149476224206438, -0.03194220254762026, -0.03238170222423338, -0.03280753074040992, -0.03322501372098771, -0.03363376352238124, -0.03402884137695715, -0.034414962073690714, -0.034791842448363655, -0.03515525129178235, -0.03550934368194136, -0.035853923906910765, -0.03618882793795993, -0.036513921542632465, -0.03682909842872509, -0.03713133490743914, -0.03742661569897692, -0.03771180504656736, -0.037986890898430416, -0.03825188060950094, -0.03850679941704767, -0.03875168898462106, -0.038988587854992963, -0.039215349337399785, -0.039432070428591724, -0.039640499551731115, -0.039838903977928636, -0.04002885683623118, -0.040208876396326865, -0.04038037056421022, -0.04054208664972089, -0.040695277173041035, -0.0408398825913012, -0.04097586601207702, -0.0411032116074111, -0.04122116771663144, -0.04133133708132022, -0.041432929368209095, -0.04152544451781626, -0.04161011894014243, -0.041686847763640004, -0.04175480016929458, -0.04181489277872058, -0.04186681114655576, -0.041910903873859935, -0.04194698877212728, -0.04197534259060165, -0.04199598887985714, -0.042008967689768514, -0.04201434966319689, -0.04201215751133322, -0.04200290102442138, -0.04198609423803366, -0.04196124023352979, -0.04193108245038761, -0.04189135834066289, -0.041847278400302536, -0.041795298294680754, -0.04173510361997045, -0.04166928477441341, -0.041595202984629924, -0.041515925930360326, -0.0414318621246294, -0.04133976199202992, -0.041239487190097776, -0.041134887916471484, -0.04102223980643209, -0.040905712587502446, -0.04078130228751507, -0.04065345269018712, -0.040517918098808524, -0.04037937464902087, -0.04023336990993083, -0.04007994095754752, -0.039919147136462815, -0.03975604425759567, -0.039590909430430636, -0.03941382752917552, -0.039235018854993434, -0.03905473318401357, -0.038862790936240434, -0.038669695611705274, -0.03847041316883761, -0.03826509127391935, -0.03805917376211612, -0.037842263704239466, -0.037625106968598276, -0.03740788367504771, -0.03718016924830067, -0.03694744240007607, -0.03671516123885121, -0.0364729535848065, -0.036231534925969935, -0.03598581704635357, -0.0357359865898927, -0.03548223159984325, -0.03522474088740267, -0.03496370344502582, -0.03469930790413385, -0.034426712697779485, -0.03415620220986984, -0.033882894472372596, -0.03360697196565759, -0.03332375399202822, -0.03303837142134112, -0.032755768395955204, -0.03246653865059969, -0.032171001201713, -0.031878705948540836, -0.031580538084912256, -0.03128132405540718, -0.030981219753761884, -0.03067598012820656, -0.03037025993458465, -0.03005991997026659, -0.029749494857649727, -0.029439117690219774, -0.029124809749715954, -0.02881091768715924, -0.028493571405548555, -0.028173062300805553, -0.027853543948801303, -0.027531310960478176, -0.0272103852004122, -0.026887171022096038, -0.026561933620082998, -0.02623493246161331, -0.025909923214801355, -0.025580087252327636, -0.025252609191875174, -0.024924220615811118, -0.024595148586566428, -0.024265613206789726, -0.023932686429106304, -0.023602915463477245, -0.023273298233951713, -0.02294106199556418, -0.02260947119441007, -0.022278701035659387, -0.021948919370997935, -0.021617553620937698, -0.021287602951751427, -0.020959211648724035, -0.02062995178048964, -0.02030011816262964, -0.01997245048952481, -0.019647060983513934, -0.019319358571030086, -0.01899434878253683, -0.018669876385497712, -0.018346177288966044, -0.018023477163459905, -0.017701991487737267, -0.017383965976133352, -0.0170654661884851, -0.01674876775046828, -0.01643404643423914, -0.016119620206567233, -0.01580758679266151, -0.015498091548297094, -0.015189559814862998, -0.01488391857883066, -0.014579661459972236, -0.014277025394401366, -0.013976234867060885, -0.013681989977913683, -0.013386847025704546, -0.013085583847821122, -0.012806594078475477, -0.012508308042819487, -0.012231680366884675, -0.011937441529098303, -0.011664220742106352, -0.011386852532489364, -0.01110609596213677, -0.010845029577644966, -0.010569788829774593, -0.010303084741640451, -0.010044580012161863, -0.009784088931549792, -0.009531778188014102, -0.00927807398807095, -0.009023553626626634, -0.008777410047317153, -0.008530938880050565, -0.008292721037710744, -0.00806241307255865, -0.007824600952305215, -0.007595079472953122, -0.0073734928856180595, -0.007145952151864266, -0.006933166609841823, -0.006715187997786431, -0.006505193571615399, -0.006296989183915758, -0.006090887115935696, -0.00589257833545384, -0.00569651025633899, -0.005502943039702915, -0.005316913205277734, -0.005133459545893444, -0.004952795099458457, -0.004775113983601861, -0.004600591815022469, -0.004433284670652712, -0.004265368930563584, -0.0041046111082977425, -0.0039472336575773785, -0.003793342004355422, -0.0036430266697305906, -0.0034963638962757842, -0.003353416293994233, -0.003216953332988641, -0.003081445712228686, -0.0029497703926172148, -0.0028219420710836295, -0.0026979651504280343, -0.0025778344039418147, -0.002461535630340986, -0.0023490462964564102, -0.0022403361654652326, -0.0021336357106444435, -0.0020324548308114595, -0.0019333625531940373, -0.0018365531920812202, -0.0017449784260508492, -0.001655693807489034, -0.0015700822212518551, -0.00148805255207478, -0.0014084066968449718, -0.0013322819966382965, -0.001259572991991575, -0.0011892520722480038, -0.0011213794678921981, -0.001056812046228547, -0.000995428016968182, -0.0009363928323742388, -0.0008797242359429751, -0.0008260532216065337, -0.0007746670933811033, -0.000725556946398303, -0.0006787045708327888, -0.0006345564977950664, -0.000592539127292589, -0.0005526168628582681, -0.0005151280303401908, -0.00047923744576093286, -0.00044562921070701115, -0.00041356953786242075, -0.00038335164438785865, -0.0003551710597605559, -0.0003284276981594561, -0.0003033348011238873, -0.0002798251732941622, -0.00025764617410619603, -0.0002371145517912513, -0.00021780599126215301, -0.00019969282054032957, -0.00018300174769948365, -0.00016727294426540512, -0.00015282616044885055, -0.00013926867583220225, -0.00012676717845282312, -0.00011517390216175786, -0.00010452015685319475, -9.46764455777023e-05, -8.560142321710788e-05, -7.725346382539826e-05, -6.959101557348223e-05, -6.257291556695794e-05, -5.615866554852229e-05, -5.0308669896325024e-05, -4.495360419466326e-05, -4.012127671859507e-05, -3.5716940188360706e-05, -3.171457927631771e-05, -2.810730827520333e-05, -2.4862607128808375e-05, -2.193487817394968e-05, -1.9300688155259828e-05, -1.694882314210798e-05, -1.4842981647422945e-05, -1.2927410023513968e-05], 'MSE': 19409.926415598213, 'R_2': 0.8592119870942087, 'U_norm': [-183.56528870784322, -40.04534709670927, -0.01097743870185271, 0.055173651084697656, 0.037599180463142354, 0.05179315444112685, 27.391786565937036, 79.81504221367864, 84.97811701327215, 45.6801742893714, -0.2506728883974702, -0.09588723763047223, -0.09807858852625291, -0.09700684957688992, -0.08820487974565512, -0.07762466721316323, -0.05882172577802251, -0.07727166175713844, -6.982323910586924, -5.939477847426763, -0.12748751384461093, 0.010932880553069875, 0.021758169748921245, 0.028027203786580586, 0.031365037939651993, 0.0330731683378688, 0.03409431142886995, 0.0326825987852968, 0.03143446473990402, 0.03052435396072255, 0.028541700010660358, 0.02716318837668117, 0.025171120406215736, 0.022345884068547567, 0.020569201988255993, 0.018254903349795147, 0.016237877890118227, 0.014273539233491556, 0.012450392789225755, 0.010887707530225398, 0.009445897564144622, 0.008108446749071387, 0.0069384654742085565, 0.005969360598711817, 0.005132117909747588, 0.004439670432167373, 0.003862757510468797, 0.0033677429875328883, 0.0029413305262809717, 0.002584056177220056, 0.0022719639127950445, 0.0019937350856916885, 0.0017405612804917072, 0.0015059754452810472, 0.0012855228256053075, 0.0010766514153389285, 0.0008778752615106489, 0.0006888893580162482, 0.0005100112265482783, 0.00034195088198264246, 0.00018558609148865653, 4.1790725482067946e-05, -8.868706119199423e-05, -0.00020530266512357458, -0.00030775613048850234, -0.0003960042079906817, -0.0004702508436335906, -0.0005309228666502943, -0.0005786366696336888, -0.0006141605808799547, -0.0006383765319827966, -0.0006522436058993687, -0.0006567651580739364, -0.0006529604664090675, -0.0006418412839477635, -0.0006243932392696308, -0.0006015617374956268, -0.0005742418353441246, -0.0005432714787691387, -0.0005094274753440187, -0.00047342360673791685, -0.0004359103515523284, -0.0003974757714610983, -0.0003586472009872062, -0.0003198934665091093, -0.00028162743443797773, -0.00024420875135138865, -0.00020794668775428533, -0.00017310303381336988, -0.00013989501991751958, -0.00010849825012870744, -7.904964436668914e-05, -5.165038740975893e-05, -2.6368880732319204e-05, -3.2436902167421195e-06, 1.7713521986209303e-05, 3.651509784837474e-05, 5.3194535644668254e-05, 6.780371686633568e-05, 8.041023024212545e-05, 9.109481593779459e-05, 9.99489497669605e-05, 0.00010707258436684725, 0.00011257206083714196, 0.00011655819967414098, 0.0001191445759227106, 0.00012044597955138035, 0.00012057705884427838, 0.00011965114132717386, 0.00011777922476532523, 0.00011506912774534937, 0.00011162478856138547, 0.0001075456989957081, 0.00010292646031157238, 9.785644789621197e-05, 9.241957197653558e-05, 8.669412242974338e-05, 8.075268637179981e-05, 7.466212895384968e-05, 6.848362822014415e-05, 6.227275656519735e-05, 5.60796015064294e-05, 4.994891967586811e-05, 4.3920318677659287e-05, 3.802846163142152e-05, 3.230329053638826e-05, 2.6770264638840667e-05, 2.145061070656209e-05, 1.6361582061496052e-05, 1.151672355500509e-05, 6.9261403214050635e-06, 2.5967672459926806e-06, -1.4673622287557394e-06, -5.264850433843379e-06, -8.796674432038093e-06, -1.2065931107065368e-05, -1.5077589748992549e-05, -1.783825328877227e-05, -2.0355929200277097e-05, -2.2639810738216678e-05, -2.470006926432962e-05, -2.6547657833424112e-05, -2.8194126403773545e-05, -2.965144864495358e-05, -3.093186030052668e-05, -3.20477094076453e-05, -3.3011318088948986e-05, -3.383485648092329e-05, -3.453022910078002e-05, -3.510897433424583e-05]}, 'iteration_40': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24812.633332374862, -5632.598929407153, -1.2608776809708637, 8.916635443012495, 6.883185670356809, -5.2530178396591145, 4135.792621778119, 10926.44115608015, 11389.338924959735, 5916.941938789882, -9.742018414480595, -12.900745872989111, -13.103041296905163, -13.170921976685966, -12.232522902906316, -11.109494364829866, -8.815634375664985, -2.19883609363256, -1015.3171303395862, -761.6919690377919, -4.678205306088129, 0.5195527613673352, 1.9899909745775868, 3.082811813430288, 3.7862034926007677, 4.2487664753596945, 4.570960271828887, 4.504404403909376, 4.421023243631663, 4.318334409413037, 4.036206536185046, 3.834367959948049, 3.573065841486691, 3.0801846950074276, 2.7835692038455293, 2.473138863691112, 2.1890067087549796, 1.922080193745752, 1.6823771535576133, 1.4819451206936718, 1.299613784551967, 1.1304573061536456, 0.9821247820677579, 0.8575279499546726, 0.7468895505915744, 0.6523798212978293, 0.5703674802118007, 0.4969616326576312, 0.4314688317016879, 0.37444405656869495, 0.32340719782320976, 0.27737293766266496, 0.23555028733382263, 0.19732218831036946, 0.16221993041402946, 0.1299100680350096, 0.10014705624743486, 0.07277296495281936, 0.047684832782456825, 0.02481836478173531, 0.004132225861116557, -0.014404684114759746, -0.030823051189670048, -0.0451602704503111, -0.05746516564635711, -0.06780065156549728, -0.07624470623708003, -0.08289001632160589, -0.08784263668114053, -0.0912199706200877, -0.09314833545177308, -0.0937603332867277, -0.09319220259962557, -0.09158128399447528, -0.08906369583312714, -0.085772282327783, -0.08183486924013801, -0.0773728400996758, -0.07250002886211587, -0.06732191224823295, -0.06193507668313952, -0.05642692931594145, -0.05087562040591815, -0.04535014391317007, -0.039910584317040136, -0.03460847970506203, -0.029487273889676098, -0.02458283317012188, -0.0199240064180548, -0.015533210197741362, -0.011427023471594399, -0.007616779192940688, -0.004109142560879292, -0.0009066678937340157, 0.0019916718666247984, 0.004589987301778996, 0.006895009237996658, 0.00891566163134466, 0.010662671277786681, 0.0121482142211166, 0.013385597911944536, 0.014388977744388064, 0.015173106095394653, 0.015753111736709652, 0.01614430727324866, 0.016362022203919305, 0.0164214592113443, 0.016337571385505362, 0.016124958256370375, 0.015797778630515572, 0.015369678421939398, 0.014853731769012155, 0.014262393884843348, 0.013607464348882272, 0.01290005957343497, 0.012150593504142462, 0.01136876557118965, 0.010563555225002163, 0.00974322232915213, 0.008915312916027027, 0.008086669788384456, 0.007263447491886137, 0.0064511312119475235, 0.005654559123161457, 0.004877947766631589, 0.004124920022803505, 0.0033985352841656748, 0.0027013213866569417, 0.0020353079066834307, 0.0014020604214877409, 0.0008027153115240381, 0.00023801475824001783, -0.0002916584414620344, -0.0007862465234953667, -0.0012459831763097257, -0.0016713609302531822, -0.0020630997387613634, -0.002422116900072764, -0.0027494984335809246, -0.0030464719987633912, -0.003314381391941864, -0.003554662625743399, -0.0037688215574922398, -0.00395841304246368, -0.00412502152603468, -0.004270243054631409, -0.00439566865616533, -0.0045028690954058165, -0.004593381031297144, -0.004668694664262013], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [133.73769131069088, 8934.89379501963, 3090.6631903595585, 641.4968604503443, -170.6030622973337, -382.47689546539385, -390.49736068750985, -337.2074185971167, -272.4424531052743, -212.48982821863635, -161.66248092057896, -120.10343842848731, -86.90697932333714, -60.5079353551097, -39.882586857976676, -23.78791142504338, -11.360100743885825, -1.9331397412215188, 5.184058180950246, 10.472785482460813, 14.325351493544156, 17.043913420570995, 18.918333288979355, 20.123651570937447, 20.8351720294898, 21.169133802640516, 21.223690619430673, 21.07464556687208, 20.778022259662897, 20.37911350315763, 19.908920101988457, 19.39504798245344, 18.853313969010145, 18.30030221711989, 17.742993197898745, 17.18853700894897, 16.641999168212212, 16.10687062686637, 15.585466507980016, 15.076905892988869, 14.586778009800968, 14.110898170023711, 13.65162172037477, 13.20686909611884, 12.778372971743488, 12.363983762549612, 11.963448149571276, 11.576450487220628, 11.20406590268312, 10.842970659420727, 10.494278305629551, 10.157582749442929, 9.831321307889379, 9.516363752431513, 9.212300654312468, 8.916759207874465, 8.627779505536902, 8.354411368819623, 8.086158509222232, 7.8313091209538275, 7.573661398949659, 7.336280965420376, 7.096522743504426, 6.868674081182434, 6.645661271373267, 6.433515172880553, 6.225836895103128, 6.022727528383301, 5.824260832182813, 5.630485921117373, 5.446042359997335, 5.265880010308369, 5.090020701453324, 4.922457519245241, 4.755013669406766, 4.595474203116608, 4.4398417540535045, 4.288095677269847, 4.140205271279117, 3.9961310600272837, 3.8558259706587377, 3.7219599574382567, 3.5889010164211896, 3.4594408625202036, 3.333511588715662, 3.213300431748187, 3.0941144753352865, 2.978244633488728, 2.8656139382868986, 2.756144526789168, 2.647966075334982, 2.544663949679121, 2.442649170906417, 2.345185916776223, 2.247501794439792, 2.1541951419429055, 2.063619966198745, 1.974391377586136, 1.8866012993331651, 1.8027048323586528, 1.7201794157816515, 1.6390929251609583, 1.5605400795375295, 1.4844300026661588, 1.4097265671931603, 1.337377242525434, 1.266427817529684, 1.1969086640155953, 1.1296357009025009, 1.0637638907382039, 0.9993092821352013, 0.9369751360828144, 0.8760138848614347, 0.8164310005672023, 0.7582278883867676, 0.7019811746301917, 0.6465020428251029, 0.5929167302591394, 0.5401324177490436, 0.48917300039933376, 0.4390343017271061, 0.3906472808005533, 0.34308949461725924, 0.2968034544261419, 0.25176805224066223, 0.20759211867522961, 0.16465467440371692, 0.12293016481710428, 0.08207057412938068, 0.04240051086346446, 0.003891818968664984, -0.03404546253287995, -0.07055891072255155, -0.10648454489480864, -0.14129281045429223, -0.1752490822689736, -0.2083527406971402, -0.240605252078184, -0.2720099619736897, -0.3023780289588999, -0.3321126570143242, -0.3610185386039629, -0.3891047406553393, -0.4165417935178751, -0.44316528903014457, -0.4689880056802238, -0.49402333593134484, -0.5184174659155792, -0.5421658447004523, -0.5652658740036427, -0.5876026677711378, -0.6093022166698728, -0.630366082587405, -0.6507971756051638, -0.6702264257523869, -0.6893354102339, -0.7083403510363243, -0.7263716968380148, -0.7434892951272489, -0.76046780232345, -0.7765659749231144, -0.7924833526060796, -0.8081670104759413, -0.8224156204160122, -0.8364684800045994, -0.8502813914599626, -0.8633271545581636, -0.8761133667187923, -0.8886053073801715, -0.8999569860724161, -0.9114381888760874, -0.922228734956216, -0.9323721063469161, -0.9422268517427507, -0.9517709749545002, -0.9609851652052313, -0.9695930306697722, -0.9776332873949503, -0.9853680482512435, -0.9927836090732105, -0.999868312423639, -1.0064322131594114, -1.012675671555619, -1.0185907928984368, -1.0241712988665983, -1.0292839134123835, -1.034076854631361, -1.0385465454584974, -1.0425946006078224, -1.0464218791339104, -1.0498449653258752, -1.052959412673414, -1.055765651949999, -1.0582649596668146, -1.060415370885734, -1.0623149137662615, -1.0638853093112772, -1.0651970585565096, -1.0662003049479474, -1.0669406489676405, -1.0673936418700567, -1.0675824571300236, -1.067505248840305, -1.0671650782986175, -1.0665673268478268, -1.065735447484282, -1.064646245150003, -1.0633193277564787, -1.0617339458293595, -1.059949192377994, -1.0579139816275664, -1.0556635270579184, -1.0532053349793156, -1.0505053690958666, -1.047608018053261, -1.044521026738123, -1.0412043500556993, -1.037709589552552, -1.034044461409193, -1.0301640271060246, -1.0261253963538897, -1.0218810523900614, -1.0174349660236337, -1.0128486535664636, -1.0080715757846659, -1.0031673325982597, -0.9980836711902138, -0.9928257284546135, -0.9873988822159095, -0.9818696783421551, -0.9761835869041506, -0.9702846921342214, -0.9643634925650629, -0.9582411288027161, -0.9519850996593368, -0.9456013656441248, -0.9390959003639594, -0.9324746695836922, -0.9257436121939013, -0.918847150748891, -0.9119143085998815, -0.9048282311742816, -0.8975955690370546, -0.8903435939741116, -0.8829570784549126, -0.8754427500312707, -0.8679253037004765, -0.860233186595041, -0.8524904913824074, -0.8446448763970388, -0.8367597837785161, -0.8287274509629264, -0.820667431773431, -0.8125291927781492, -0.8043189612221844, -0.7960428559498205, -0.7877068755428562, -0.7793168879534466, -0.7708786215548584, -0.762397657529297, -0.7538290710136729, -0.7452298978108731, -0.7365563318544679, -0.7278636851841126, -0.719109262503303, -0.7103465979376711, -0.7014880845915427, -0.692678204412035, -0.6836960805204275, -0.6748610623307956, -0.6657394824541406, -0.6567736019635414, -0.647960096563523, -0.6388867293306458, -0.6299731972918904, -0.6208213636295227, -0.611835970298085, -0.6026329126303528, -0.5936020279701819, -0.5847388424553883, -0.5756799777860253, -0.5664415977304142, -0.5573844565670298, -0.5481653293960927, -0.539130622832126, -0.5299503695665738, -0.5209569289488267, -0.5118332969520356, -0.5028981257438193, -0.493847053501813, -0.4846932012465411, -0.4757351147071537, -0.46668679315512085, -0.45783385485784184, -0.448902226422109, -0.43990325143764225, -0.43110374835412074, -0.42199666800095054, -0.41334266326063906, -0.40440126067423365, -0.3956654006586687, -0.3868999059876483, -0.3781136426604899, -0.36931509005192364, -0.3607245041076899, -0.35212721705456246, -0.3435307523324764, -0.334942265675679, -0.32636854792614334, -0.3180037705234863, -0.3094738382069171, -0.3011555291567899, -0.2928667233500731, -0.28461271645265046, -0.2762330184653803, -0.26806743183711956, -0.259950573793089, -0.25188651720929117, -0.24387905243246982, -0.23578648089400678, -0.22790627497405358, -0.2199546884524807, -0.21221342587205247, -0.2044131988715423, -0.19669372432361865, -0.18905684627988123, -0.18150421036840675, -0.17392039149440627, -0.16642993796265787, -0.15903371140572214, -0.15162498129204457, -0.14431772434283596, -0.1371121242379702, -0.13000824530503202, -0.12281435287362938, -0.11582593115628874, -0.10885344646374516, -0.10190412376045557, -0.09506997282180941, -0.0882670847243804, -0.08158184165998603, -0.07493482143628508, -0.06840707999792547, -0.061850084501674764, -0.05541763102064649, -0.04903852354818028, -0.042783808547553925, -0.03652131869186276, -0.03038646178150702, -0.02425460874336383, -0.018252602068552167, -0.012263010400450027, -0.006404556308719246, -0.0006203638184238893, 0.005139612190935808, 0.010818330570574658, 0.01641441684568803, 0.02192669798100697, 0.027399818049247234, 0.0327402394492732, 0.038079873409480075, 0.0433272332715641, 0.048482237826032275, 0.053583517283767104, 0.05859007854131332, 0.06353835155978158, 0.06842517515490454, 0.07321407643993776, 0.07797087623053986, 0.08262714025264738, 0.08721435514658893, 0.0917306418279789, 0.0961743567536241, 0.10054407884723375, 0.10486478797091124, 0.10908214932188486, 0.1132468309058359, 0.11733207131668814, 0.12136005206957025, 0.12530625603034964, 0.12919158873945955, 0.13299362163077183, 0.13675143667482534, 0.14040500686632312, 0.14404683969187493, 0.1475657479074302, 0.15095012870683522, 0.1543661662784655, 0.1578013850325161, 0.16095042862225925, 0.16412009874159347, 0.1672994986940775, 0.17034859986077114, 0.17339855265055548, 0.17632094337967086, 0.17912235722661873, 0.18191847772818162, 0.18459648505019058, 0.18726282153900634, 0.18991022863065082, 0.1924404073818558, 0.1948595354269681, 0.19725712229503142, 0.19962735549008406, 0.2018887539811352, 0.20411975114806555, 0.2063155797397083, 0.20840612803266995, 0.21039709113045557, 0.2124130234532805, 0.2142714694377856, 0.21614778191249448, 0.21792836103335736, 0.21966685076697756, 0.22136059459712107, 0.22296393322477487, 0.22452287467950569, 0.2260353761760544, 0.22749964930972266, 0.22887982225626458, 0.23021300342225332, 0.2314978820104311, 0.2327333541641862, 0.23389183025947996, 0.23502770281982074, 0.23608864169902374, 0.23710074684766114, 0.23806359072790328, 0.23897688940762488, 0.23984049251779818, 0.24065437345135549, 0.24141861984884927, 0.24213342440746824, 0.2427990760420401, 0.24341595141957353, 0.24398450688260825, 0.24450527077111717, 0.24497883614790025, 0.24541287157183483, 0.24579314705842112, 0.2461336206202674, 0.2464281891581665, 0.24667779517204055, 0.24688340430693625, 0.24704600091595544, 0.2471681044004622, 0.24724793183267152, 0.2472868691632935, 0.24728461885567798, 0.2472423932332682, 0.24716000936223123, 0.2470390599590642, 0.24688080147294056, 0.24668091475139148, 0.24644771248568229, 0.24617295077769677, 0.24586751967036405, 0.2455209059377264, 0.24514164981166822, 0.24472615827310923, 0.24427487016922736, 0.24379377370873323, 0.24327846428958919, 0.24272952499312458, 0.24214759266904667, 0.24153335176489932, 0.24088752845544592, 0.24021760072169493, 0.2395110848131203, 0.23877534786040427, 0.23801123112388026, 0.23721959299135353, 0.2363939477613279, 0.23554979873171428, 0.23467324718238602, 0.23376496761057064, 0.23284102521919164, 0.23188708364068658, 0.23090391913513383, 0.22990014778460022, 0.228868880104716, 0.22781882258739256, 0.2267430422876831, 0.22564242740081678, 0.2245257474036902, 0.22337818970326773, 0.22221639192654102, 0.2210334110428911, 0.21983017105891578, 0.21859982447570295, 0.21735887201054557, 0.21609272915329167, 0.2148100913546314, 0.21351187123581422, 0.21219140500978978, 0.2108572483355554, 0.20950282605216827, 0.20813657269458272, 0.2067520051284855, 0.20535014633158927, 0.2039320117173609, 0.2024843427835214, 0.2010650454684279, 0.19958994055888712, 0.1981304441019482, 0.19661823309732684, 0.1951232014987111, 0.19364531586584863, 0.19211851463737875, 0.1906102742377951, 0.18905610069014006, 0.1874583090468416, 0.1859445115095581, 0.18432650149113158, 0.18273100954225524, 0.18115771466703026, 0.17954704429149942, 0.17795956555328957, 0.17633736627816318, 0.17468260332244057, 0.1730531644338332, 0.1714485494068762, 0.169760157292433, 0.16815212301083116, 0.1664643387900297, 0.16480425335924767, 0.1631206206759611, 0.16146506877548364, 0.15978800170893848, 0.15809122721592284, 0.15642373447959088, 0.15469196154212345, 0.15303677131081467, 0.15132062593492138, 0.14963545087754415, 0.1479372355471597, 0.1462274903484062, 0.14450767912028303, 0.14277921777942296, 0.14108345795440913, 0.1393801916620799, 0.13767070506217632, 0.13595623643112256, 0.13423797586017175, 0.13251706516895093, 0.13079459801621623, 0.1291064333831475, 0.127383234557182, 0.12569490324690374, 0.12397481783063363, 0.12225795750973661, 0.12057653072813629, 0.11886786708615742, 0.11716475928772815, 0.11546789699978594, 0.11377792991005087, 0.11206726377310619, 0.11039348662232908, 0.10870131668141218, 0.10701942685452559, 0.10534825134864047, 0.10368819224888588, 0.10201492259395578, 0.10035457748915548, 0.09868383564545345, 0.09702761093773626, 0.09538609469216831, 0.09373742946338705, 0.09210479062432606, 0.09046724657363638, 0.08884685865737525, 0.08722359094832996, 0.08561843328389344, 0.08401221482899082, 0.0824062266780618, 0.0808199163837866, 0.07923534397825276, 0.07765362610725993, 0.07607581724614124, 0.0745194410467162, 0.07295196651829765, 0.07140694445643458, 0.0698686893500392, 0.0683230264092586, 0.06680099631274722, 0.0652879435319609, 0.06377063571440149, 0.06227775970983787, 0.06078245472386788, 0.059299076776001644, 0.05782806863024478, 0.05635763634504692, 0.054900970958085674, 0.053458381695001195, 0.05201886857517646, 0.05059453785702393, 0.04917488797018156, 0.04776092626007365, 0.04636373186115059, 0.04497350918880004, 0.04359109554936327, 0.04222661765492608, 0.04086185140333169, 0.03951592190140352, 0.03817150479068829, 0.03684664087776319, 0.035524869058363426, 0.03421527556851342, 0.032918292321426575, 0.031634310197822216, 0.03035639730258533, 0.02909255768004297, 0.02783617360589181, 0.026594744134487393, 0.025361955034567975, 0.024138514359192773, 0.022925075144507128, 0.021740112433589916, 0.02056527695392416, 0.01936737454433413, 0.018204416580232665, 0.017021895037262116, 0.015874397079799502, 0.014760372864299364, 0.013629921887008766, 0.012532901747792598, 0.011422240016461648, 0.010344813202190894, 0.009256248923910467, 0.008200589115715202, 0.007176368077811438, 0.006103935104037971, 0.005102842134629548, 0.0040578536512462906, 0.0030812473037197035, 0.002064715423760765, 0.001080230758487296, 0.00012632757760825257, -0.0008297504971748239, -0.0017863790014153093, -0.0027126365130084656, -0.0036383852611938583, -0.004562226528778245, -0.005456209222574201, -0.00634750594815437, -0.007209978021438963, -0.008093234133864511, -0.008923791747883603, -0.009773033080794292, -0.010615885408817331, -0.011430413516406664, -0.012238319857000293, -0.013019140347983807, -0.013812180983271109, -0.01457805389240575, -0.015335779824835012, -0.016084758627893037, -0.016824443362956094, -0.01755433808474086, -0.018258626080569208, -0.018968197125143117, -0.019652464593730948, -0.02034022037288093, -0.021003082913616043, -0.021655062772616203, -0.022308243138545566, -0.02293729920687513, -0.023554846297980582, -0.024171738872068763, -0.02477601808501629, -0.025357445442925727, -0.02593674296916634, -0.026503312406729918, -0.027057162278750373, -0.027607012970275964, -0.02813518027241157, -0.02865878794031335, -0.029169250921931917, -0.029674069823162442, -0.030158314196854618, -0.030636603118042432, -0.031108238827813803, -0.03156635794896112, -0.03201118192806526, -0.03244864186926969, -0.032872765542186835, -0.03328902817321916, -0.03369200724241499, -0.03408674816003054, -0.03447288393734099, -0.03484575543127502, -0.03520981928334452, -0.03556480943021412, -0.03590674802895551, -0.03623955271148556, -0.036563041702153715, -0.0368770637760068, -0.03718149641506424, -0.0374762439965846, -0.037758489241215894, -0.03803382587635942, -0.03829932908363287, -0.03855499375097798, -0.03880083335312889, -0.03903687847119823, -0.03926317537972243, -0.03948160997703714, -0.03969020566533127, -0.03988906164418508, -0.04007978644468016, -0.04026079942032457, -0.04043354171088796, -0.04059667243663678, -0.04075147507434124, -0.040896827256762254, -0.041033864296562916, -0.04116253609561849, -0.04128281422501104, -0.04139469038608012, -0.04149751926652748, -0.04159270643680975, -0.04167956994450148, -0.04175770335044242, -0.04182816464616567, -0.041890861594735235, -0.04194513463492397, -0.04199173901124129, -0.04203044411473618, -0.042061527618425604, -0.042084883928964124, -0.042100723027238066, -0.042109074885648856, -0.042109985137632484, -0.04210341202939868, -0.042089733881256, -0.04206943683220526, -0.04204149267605463, -0.04200544549094978, -0.04196503306963164, -0.04191453430073503, -0.0418605719983591, -0.041798680447597394, -0.04172857755222914, -0.04165327063116275, -0.04156972850222536, -0.041481399971501826, -0.04138867196264563, -0.041287950242485716, -0.04117911991726781, -0.04106634853155085, -0.040945608678051595, -0.040821358668073196, -0.04068931755311361, -0.04055419109631121, -0.04041148085303604, -0.040266100374615574, -0.040113366965844124, -0.03995333102296029, -0.039786063969189434, -0.0396168138690479, -0.039445839563109174, -0.03926288162947323, -0.03907850513679285, -0.03889294235068219, -0.03869571950892553, -0.038497632405090396, -0.038293506476152615, -0.03808349469969201, -0.03787315542063918, -0.03765186889087903, -0.03743059806248952, -0.03720950751324335, -0.03697798663700997, -0.03674161334618968, -0.036505921920198234, -0.03626038610371515, -0.03601586685315643, -0.03576720153541787, -0.0355145768252209, -0.035258180402751735, -0.03499820035406622, -0.03473482461505639, -0.0344682404585854, -0.03419356794807703, -0.03392116639831901, -0.03364611150710596, -0.03336858346126558, -0.03308387481143494, -0.03279714358275948, -0.03251334962461362, -0.032223043133816, -0.031926547231405554, -0.031633438725053205, -0.03133457325016375, -0.03103478744516502, -0.030734233346004978, -0.03042865806754711, -0.030122719893742395, -0.02981227483782124, -0.029501857144101223, -0.029191595622906765, -0.028877510945798223, -0.02856394454331962, -0.028247028056482507, -0.02792705199525677, -0.0276081605672357, -0.02728665310109392, -0.026966539876032886, -0.02664423175241762, -0.02631999204511369, -0.02599407813542561, -0.025670230475062044, -0.025341653300850545, -0.025015502273371786, -0.024688519380726966, -0.024360929035500637, -0.024032948600166727, -0.02370166302142703, -0.0233735853437283, -0.02304572602237652, -0.02271532603099447, -0.022385630615584642, -0.022056811912272285, -0.02172903471463374, -0.02139974072577142, -0.02107190895958951, -0.02074568064672749, -0.02041864235902902, -0.020091085999006757, -0.019765730759908676, -0.019442685910620334, -0.019117392359199552, -0.018794817704025333, -0.01847282116587971, -0.018151635617804775, -0.017831483697042638, -0.0175125778630306, -0.017197144081688338, -0.01688127862115431, -0.016567237282680558, -0.016255192967272323, -0.01594347685999664, -0.01563416748902501, -0.015327407499894913, -0.015021634988894769, -0.014718758537993412, -0.01441728419861092, -0.014117445776361015, -0.013819464684159188, -0.013527995473413105, -0.013235663443606058, -0.012937296697758546, -0.012661013372176715, -0.012365646279934394, -0.012091748645995274, -0.011800437642300748, -0.011529957386879022, -0.011255392530968321, -0.010977495052346456, -0.0107191064011852, -0.01044670851761102, -0.01018277822728093, -0.009926979758945773, -0.009669233202234477, -0.009419597334306003, -0.009168599023961261, -0.008916809458235227, -0.008673322084985249, -0.008429525580041114, -0.008193906901312413, -0.007966124831430563, -0.00773093424998186, -0.007503955675534989, -0.007284835886413265, -0.007059840223518128, -0.006849445636979392, -0.006633927215134654, -0.006426313227556484, -0.006220478975611528, -0.006016732863134869, -0.005820700075433405, -0.0056268910371675045, -0.005435562570006246, -0.005251692269207655, -0.005070375862372407, -0.00489182356194266, -0.004716226857262717, -0.004543758933830509, -0.00437842752130115, -0.004212501014560983, -0.004053653562030422, -0.003898151941766439, -0.003746099970132207, -0.0035975867326601043, -0.003452687205719317, -0.003311462897298614, -0.003176649415000954, -0.003042783960884831, -0.002912708431903466, -0.002786437020162619, -0.0026639737568247184, -0.0025453131698731837, -0.0024304409321084415, -0.0023193344968652184, -0.0022119637192768954, -0.0021065806726210485, -0.0020066516561822035, -0.0019087878867399578, -0.0018131811366162494, -0.0017227461722570455, -0.0016345749553385422, -0.0015500329475790261, -0.001469029953895359, -0.0013903826967385463, -0.001315214093399873, -0.0012434198159613516, -0.0011739850288048608, -0.0011069690832657942, -0.0010432178863308025, -0.000982611023782713, -0.0009243243815699436, -0.0008683753714887475, -0.0008153868525532699, -0.0007646550738495824, -0.0007161711474484623, -0.0006699170016479363, -0.0006263333629602163, -0.0005848538669536647, -0.0005454432914558431, -0.0005084355389103687, -0.0004730060688673829, -0.0004398301243056422, -0.00040818328907275624, -0.0003783549477855557, -0.0003505380430279522, -0.0003241401764958326, -0.00029937178670972963, -0.00027616649684515155, -0.0002542748932381008, -0.00023400957543478118, -0.00021495169021668275, -0.00019707389183091858, -0.0001805999061478613, -0.0001650758535121025, -0.00015081729266065998, -0.0001374365921764615, -0.0001250982428070893, -0.00011365638290649398, -0.00010314189155609991, -9.342694421494177e-05, -8.447071902075573e-05, -7.623211864176586e-05, -6.867012053343105e-05, -6.174408757544215e-05, -5.541404009112498e-05, -4.9640890645516274e-05, -4.4356215304229584e-05, -3.958744716938367e-05, -3.524107636220504e-05, -3.129142259595837e-05, -2.7731683858423065e-05, -2.452976206346847e-05, -2.16406550561464e-05, -1.9041233777701044e-05, -1.672042772743248e-05, -1.464241071502269e-05, -1.2752162581005734e-05], 'MSE': 19197.436281150487, 'R_2': 0.8607532636117198, 'U_norm': [-185.5320900376708, -42.116765186439586, -0.009427990503819116, 0.06667256907744515, 0.051467807001056264, -0.0392785145269321, 30.92465998277139, 81.70053686789184, 85.16177330271825, 44.24288989524048, -0.07284422469040153, -0.09646305222015866, -0.09797568057771515, -0.09848324639002569, -0.09146653280241193, -0.08306928495490458, -0.06591735140788127, -0.01644140912563392, -7.591854791049864, -5.695417374185029, -0.034980455175282206, 0.0038848641500518603, 0.01487980657771416, 0.02305118168140036, 0.028310668919352276, 0.03176940205000096, 0.034178549344258735, 0.03368088957901059, 0.033057421657292446, 0.0322895840085873, 0.03018002258974444, 0.028670810230143045, 0.026716969719948126, 0.023031537866685468, 0.020813647839631653, 0.01849245971548338, 0.016367911633622757, 0.014372015690102853, 0.01257967847870085, 0.011080983299127704, 0.009717632887239204, 0.008452795150742138, 0.007343664860314239, 0.006412014020826299, 0.005584734900658304, 0.004878055066644704, 0.004264822249041266, 0.0037159429690681147, 0.0032262320995683023, 0.0027998393998241774, 0.0024182202888992444, 0.002074007226685493, 0.001761285734271365, 0.0014754418653445572, 0.0012129709222039983, 0.0009713796241055583, 0.0007488319521678272, 0.0005441470119303322, 0.0003565549279157984, 0.0001855749459395231, 3.0897990158922416e-05, -0.00010770848520365488, -0.00023047392962906673, -0.0003376779582834687, -0.0004296856421449867, -0.000506967415443551, -0.0005701063451421973, -0.000619795479399536, -0.0006568278247439, -0.0006820812436799085, -0.0006965002516419096, -0.0007010763575270318, -0.0006968282605040099, -0.0006847829007193177, -0.0006659580792192325, -0.0006413471151734319, -0.000611905803172932, -0.0005785417671534744, -0.0005421061804443465, -0.0005033877266243329, -0.00046310861365420693, -0.0004219224130771664, -0.0003804134796751836, -0.0003390977036178323, -0.0002984243560035079, -0.00025877880379300745, -0.00022048589043254207, -0.0001838137998496575, -0.0001489782443946618, -0.00011614683997369915, -8.544355285451328e-05, -5.695312319704011e-05, -3.072538885213573e-05, -6.77944928461265e-06, 1.4892375151572057e-05, 3.432082060529603e-05, 5.155621564299838e-05, 6.66652875724305e-05, 7.972824411874148e-05, 9.083612950215609e-05, 0.00010008844783784405, 0.0001075910435890173, 0.00011345422505272052, 0.0001177911149517223, 0.00012071621058890284, 0.00012234413558898848, 0.00012278856533029915, 0.00012216130890619736, 0.00012057153172739246, 0.00011812510377315425, 0.00011492405995895066, 0.00011106615984882276, 0.00010664453510232141, 0.00010174741499392418, 9.645792053627142e-05, 9.085392017139567e-05, 8.500793967801111e-05, 7.898712131315026e-05, 7.285322675004771e-05, 6.666268011513879e-05, 6.0466647259315996e-05, 5.431114771241136e-05, 4.8237195981057106e-05, 4.228096866255964e-05, 3.647399419943495e-05, 3.0843362041320354e-05, 2.5411948256024837e-05, 2.0198654290997513e-05, 1.521865594589961e-05, 1.0483659548473285e-05, 6.0021621831639945e-06, 1.779713380863266e-06, -2.180824562098252e-06, -5.879019724948564e-06, -9.316619471859715e-06, -1.2497306611651737e-05, -1.542646446917582e-05, -1.811095198024486e-05, -2.0558889663354663e-05, -2.2779457125750962e-05, -2.4782702367450937e-05, -2.6579362919632735e-05, -2.8180698564880605e-05, -2.9598335459317002e-05, -3.084412101383138e-05, -3.19299893841128e-05, -3.2867837200791646e-05, -3.366940958042671e-05, -3.434619661928416e-05, -3.4909341028228064e-05]}, 'iteration_41': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24880.892848744228, -5869.786270004201, 0.47153224644498204, 2.1212406438997617, 0.3160683479365913, 7.084458049372949, 4566.798790578044, 11090.139799881259, 11328.589059985576, 5689.535655397551, 5.373724513725971, -13.956506239725298, -12.576677729441547, -11.63574082811696, -10.078029308478385, -8.79026228612789, -6.6874348122799, -6.0700431945846, -1091.4424315460676, -721.6731678890999, 11.591384325980536, 0.15679840267375206, 1.2291315282145012, 2.3015778995635614, 3.1141740080968905, 3.766500995230418, 4.303155112459571, 4.431505865761891, 4.520607846559579, 4.520097864995768, 4.289514453414195, 4.002044569655796, 3.759839336008957, 3.2056934831994908, 2.9146104871950795, 2.570687926742923, 2.2474610078647834, 1.9526833283369773, 1.6974767778097934, 1.4909973973350652, 1.3102357731018996, 1.1470047118539153, 1.0072979153856807, 0.8910792234056814, 0.786882487899961, 0.6962109041642568, 0.6149819246661314, 0.5392115395213857, 0.4689839025528877, 0.4053479548058301, 0.34653830596644475, 0.29225504611881525, 0.24230802024710094, 0.19655847647414362, 0.154879635790909, 0.11713887737347135, 0.08317905016171888, 0.052825918623625845, 0.025887530717804103, 0.00216134914631169, -0.01855897596435042, -0.03647758666646088, -0.05179185024537469, -0.06468949808950121, -0.0753474022950549, -0.08393171864478963, -0.09059902049081171, -0.09549802108164188, -0.09877151010489173, -0.1005581934161581, -0.10099420659361343, -0.10021415875792909, -0.09835164349367019, -0.09553922236298518, -0.091907938767827, -0.08758645628104221, -0.08269993531259341, -0.07736876802333788, -0.07170728585090581, -0.06582254029600605, -0.05981323825902202, -0.05376889132549079, -0.04776921596667719, -0.041883800686062164, -0.03617203760203691, -0.03068330090908928, -0.025457343106357954, -0.02052487224752284, -0.01590826919795904, -0.011622402960437124, -0.007675503473379497, -0.0040700549678159255, -0.0008036778442188379, 0.002130027240815396, 0.004740693214039822, 0.0070404725535946075, 0.009043404005350537, 0.01076486380463296, 0.012221100988686296, 0.013428853173914942, 0.01440503663210909, 0.015166502927256681, 0.015729853254292856, 0.016111301481342353, 0.016326576921773472, 0.016390858472257255, 0.01631873263898276, 0.01612416899783154, 0.015820507744272665, 0.015420455126593182, 0.014936083537956875, 0.014378833962731409, 0.013759519215000954, 0.013088327186155475, 0.012374823698594706, 0.01162795506329121, 0.010856050673194879, 0.01006682609892883, 0.009267387290613213, 0.008464236442312896, 0.0076632800099667685, 0.006869839306388779, 0.006088663858583565, 0.0053239476563353835, 0.004579348244708883, 0.003858008504997938, 0.003162580897848947, 0.0024952538221604116, 0.0018577796999174237, 0.001251504364469833, 0.000677397267851683, 0.00013608208956062776, -0.00037213269198277236, -0.0008472236388165978, -0.0012894229267458367, -0.0016991899245674023, -0.002077183992208792, -0.0024242386324740094, -0.00274133711472528, -0.003029589602184022, -0.003290211735150505, -0.0035245046691216872, -0.0037338364013041457, -0.003919624327480635, -0.004083318853969389, -0.0042263879997413755, -0.004350302890088037, -0.004456524107947193, -0.004546488939877535, -0.004621599616052141], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [132.66799399259384, 8961.275050893668, 3081.0983775406607, 628.3155355445207, -179.7720726670903, -387.8353475653887, -393.31937424046396, -338.46265148800745, -272.7312357728248, -212.1755384884791, -160.9727771397929, -119.18737690618293, -85.86618295330405, -59.4112879590157, -38.777165485769174, -22.704493911300915, -10.317888119186339, -0.9424747387637139, 6.118478353613015, 11.350316167215423, 15.147982460001932, 17.815531086229825, 19.6429270641239, 20.80608230289077, 21.479646188774257, 21.779817482905933, 21.80429637081158, 21.628383833074867, 21.30746851698246, 20.88653622559855, 20.396052790914364, 19.863384842054423, 19.303947354295854, 18.73417889967742, 18.16077975476968, 17.590761184563128, 17.02908628139271, 16.479174080522473, 15.94329248989091, 15.42046696297115, 14.916407192707451, 14.426796351869253, 13.954059450243708, 13.496068839113804, 13.054628701839, 12.627548665273084, 12.214592680308613, 11.815460921816973, 11.4312878783151, 11.058668148201372, 10.698771968786705, 10.351199779489132, 10.014355480195684, 9.68915193164011, 9.37517926800533, 9.069998046537636, 8.771593343914592, 8.489317259083855, 8.212337022805533, 7.949214533880238, 7.683225965409179, 7.438185431706903, 7.190717972126041, 6.955571656476283, 6.7254455384899, 6.506561646873412, 6.292316193101323, 6.08281264170858, 5.878125835698688, 5.67830483101988, 5.488131126563964, 5.302394769062082, 5.121116178756798, 4.9484085866709275, 4.77584189809458, 4.611437122102179, 4.4510722005275944, 4.29472367229742, 4.142357749230631, 3.9939316642967935, 3.8493949084987493, 3.7114959233627536, 3.5744312652123487, 3.441075129516147, 3.3113560368925756, 3.187525716563976, 3.064748751631743, 2.945383930351843, 2.8293510411955447, 2.7165691011672646, 2.6051104002614034, 2.498668548823688, 2.3935451565281345, 2.2931036767029855, 2.1924256207189385, 2.0962501184343694, 2.0028809849575144, 1.9108907074230967, 1.8203740626336182, 1.7338629333094997, 1.6487567741895859, 1.5651259279226737, 1.4841000954965515, 1.405586415541307, 1.3285168277770867, 1.2538696617265648, 1.1806613228284837, 1.1089240344190623, 1.039500781761777, 0.9715205949622341, 0.9050011034743815, 0.8406692305469364, 0.7777545991035183, 0.7162640256183467, 0.6562001575006523, 0.5981592049905192, 0.540915644330959, 0.4856327335379732, 0.431184238571656, 0.37862751343370166, 0.3269280677152391, 0.2770469596008068, 0.2280343493343813, 0.18034752109649185, 0.13396571564725712, 0.08848722903736693, 0.04430336794261237, 0.0013886301830429444, -0.04061393697639933, -0.0813697219314327, -0.12090709948842125, -0.1598307124724559, -0.19726528625099488, -0.23406733681098515, -0.2696935432794305, -0.30441511133575744, -0.3382307434992977, -0.37114137338989633, -0.403149953614598, -0.4340640253497899, -0.4642937878614253, -0.493640142991193, -0.5221122660804959, -0.5498827229707541, -0.5767849137767356, -0.6028320814109807, -0.6280381730097506, -0.6525505189374029, -0.6763644058271755, -0.6994772239683908, -0.7217745584843366, -0.7433828386034939, -0.7643039820913777, -0.784541373624597, -0.8037316698040564, -0.8225491729005554, -0.8412039235948249, -0.85884260756045, -0.8755282807195164, -0.892016482419096, -0.9075878551284984, -0.9229197888422235, -0.9379580726268499, -0.9515559591088746, -0.9649013988227648, -0.977949488696915, -0.9902035732272738, -1.0021420512397547, -1.0137301645765824, -1.0241890494311683, -1.034690729871813, -1.0444829572031835, -1.0536115902321639, -1.0624016406034436, -1.0708318979903892, -1.0788840228403873, -1.0863195461852233, -1.0931791904764143, -1.0996897081051396, -1.1058386625393115, -1.111615788981777, -1.1168700787656116, -1.12176604653057, -1.1262973597450385, -1.1304593828134255, -1.1341577011037522, -1.1375048188597128, -1.1404988681887565, -1.143079776100406, -1.1453768013061127, -1.147281141419736, -1.1488535273098934, -1.1500961400077092, -1.151012010457107, -1.1515955516092156, -1.1518768757919957, -1.1518482499098184, -1.1515138197681807, -1.1508925638861975, -1.1499654088215263, -1.1487748811050065, -1.147281261545232, -1.1455476990796685, -1.1435162237281897, -1.1412251529465922, -1.138728784662421, -1.1359458030161949, -1.1329270784823582, -1.1296252118754293, -1.1261567459840587, -1.1224165047210406, -1.1184686324925726, -1.1143216351422152, -1.1099172474341579, -1.1053269917327337, -1.1005594326495611, -1.095551736965115, -1.0903808294797925, -1.0850550653397428, -1.0795081321465962, -1.0738206717968857, -1.067924713548968, -1.0618261808064222, -1.0556083498959739, -1.0492015715023548, -1.0426900525197675, -1.0360033072332742, -1.0291480452233717, -1.022131135801844, -1.0150374901747947, -1.0077960186549537, -1.0003360393185599, -0.9928973417373921, -0.9852540765758597, -0.9774908121730641, -0.9696144700019863, -0.9616319117658373, -0.9535499204347188, -0.945375183355748, -0.9370401565951088, -0.9287001639887612, -0.9202139816308437, -0.9115898703105925, -0.9029788948623672, -0.8942435169858702, -0.8853918122120579, -0.87656993029021, -0.8675761708938455, -0.8585556034664026, -0.849446804589841, -0.8403229746635668, -0.8310592560245907, -0.8217933356143482, -0.8124665750636929, -0.8030858459429022, -0.7936578409376089, -0.7841890651593678, -0.7746858289932487, -0.7651542423807964, -0.7556002104351737, -0.7459729297495755, -0.7363362590329188, -0.7266408453199843, -0.7169482318668268, -0.7072104957329957, -0.697486849970803, -0.6876798994265247, -0.6779492177989752, -0.6680507690298263, -0.6583360667026664, -0.6483282745511529, -0.6385126221576002, -0.6288839490386503, -0.6189918389518181, -0.6092938038621178, -0.5993565384865354, -0.5896193925289628, -0.579665934162525, -0.5699175993808772, -0.560368198425511, -0.5506260116379779, -0.5407092630808006, -0.5310049186265727, -0.5211449050732222, -0.5114994007769207, -0.5017157830334669, -0.49214792228858883, -0.4824582009040832, -0.47298469235398843, -0.46340431848190483, -0.4537313743128342, -0.4442809263272933, -0.43475082379278135, -0.42544148349305244, -0.41606427488526027, -0.40663134853516286, -0.39742194783935525, -0.38790556137822707, -0.3788765790569791, -0.3695619493331159, -0.36047530174965636, -0.3513715236036112, -0.34225987367874633, -0.3331491614487092, -0.32426695188782695, -0.3153907840338871, -0.30652839995677394, -0.29768712433762157, -0.28887387043869445, -0.28028771779507294, -0.27154456004721556, -0.263030484667945, -0.2545585577030711, -0.24613405710960967, -0.23759338456000356, -0.22928269487275957, -0.2210331227908089, -0.21284861787662473, -0.20473282651772032, -0.1965422303558981, -0.18857767765448835, -0.18055213406971513, -0.1727496840034696, -0.16489864953182784, -0.15713967229379835, -0.14947432980455744, -0.14190399596108205, -0.1343129388535382, -0.12682577472060264, -0.11944305692091801, -0.1120581672030635, -0.1047846217110974, -0.09762227518166905, -0.09057086731609275, -0.08344015925595909, -0.07652290566359395, -0.06963115048649088, -0.06277206849989318, -0.05603630279906669, -0.04934096679334228, -0.04277088851416662, -0.03624781367536965, -0.029851085029868118, -0.023435097007743804, -0.017150275425120442, -0.010926819780663417, -0.004833805991309714, 0.0012576173229439161, 0.007215847917308141, 0.013162053710458154, 0.018973363600537113, 0.02476362712913208, 0.03041822454901302, 0.03599234390036696, 0.041534258182804026, 0.046989145005297106, 0.0523558778286629, 0.0576335312730835, 0.06286494442866646, 0.0679609232079934, 0.07304745906575898, 0.07803742063090688, 0.08293097445718867, 0.08776493931416635, 0.09250062456635809, 0.09717265479022177, 0.10177812470432657, 0.10628284462984118, 0.11074883407761307, 0.11511195497919409, 0.11940192480616499, 0.12361711916055869, 0.1277561473567423, 0.13181783865506455, 0.13582549650566772, 0.13972889516025264, 0.1435751146862734, 0.1473395539984549, 0.1510427806025439, 0.15466239097700824, 0.15821770975741425, 0.1616883703946129, 0.16511015018254374, 0.16842856617872914, 0.1717277012143178, 0.1749069628560442, 0.1779564516355671, 0.1810259279870689, 0.184103603965994, 0.1869165673528674, 0.18973954296692372, 0.19256230404809682, 0.19526061921822574, 0.1979506710900988, 0.20051931794633657, 0.2029730311120208, 0.2054132653051691, 0.2077416875391656, 0.2100509988650312, 0.2123345548768146, 0.21450775720887955, 0.21657662177931122, 0.2186178924137051, 0.22062632712510166, 0.22253310909561813, 0.22440462073365738, 0.22623663134297645, 0.22797092298548746, 0.22961297983670922, 0.23126534293819526, 0.23277874320771655, 0.23429630355401868, 0.23572598694156607, 0.2371112167068232, 0.23844976781952537, 0.23970592976629007, 0.24091613890783892, 0.2420787434393254, 0.24319233113151242, 0.24423006566037617, 0.24522030941182313, 0.24616208818598379, 0.24705461990921795, 0.24787848946260757, 0.24867244905018074, 0.24939999354486964, 0.2500796257867399, 0.2507111746939219, 0.2512945988773364, 0.2518299767898693, 0.25231749715908147, 0.2527574497436433, 0.25315021644514235, 0.25349626279925674, 0.2537961298634791, 0.2540504265125894, 0.254259822147842, 0.2544250398213247, 0.25454858869414687, 0.25462705191929874, 0.25466407161908555, 0.25465890297006266, 0.2546125591198693, 0.25452606789329796, 0.2544004677847381, 0.25423401640656007, 0.2540295303426569, 0.253784361790735, 0.25350252742967816, 0.2531852399460002, 0.2528286118543376, 0.2524381506342427, 0.25201508885087276, 0.2515483427280237, 0.2510566107200412, 0.25052180938360996, 0.24996455889013972, 0.24936510154050545, 0.24873821933521714, 0.24807746663084324, 0.24738347260240345, 0.24666499369893333, 0.24591501900799442, 0.24513428325767436, 0.24432356108181316, 0.24348366140923394, 0.2426154221644258, 0.24172853169327102, 0.24080629946166038, 0.23985835573751585, 0.23888560837178538, 0.23788897248830135, 0.23686024494360905, 0.23581856065566734, 0.23474658143013993, 0.23364518397963321, 0.23253366067149056, 0.23139457378738978, 0.23022886070388698, 0.22904664005441827, 0.2278396928200129, 0.2266181019372881, 0.2253736897374772, 0.22410744362689888, 0.22282933422685705, 0.22152235166115322, 0.22020538496178022, 0.2188704350004921, 0.2175184740215419, 0.21614178651861185, 0.21475875501983446, 0.2133530384044445, 0.21193425007874453, 0.21050330668771042, 0.2090528109842882, 0.2075921047048432, 0.20611392691068078, 0.2046274177033866, 0.20312545379409072, 0.20160910707752236, 0.2000794323994602, 0.19852214200492213, 0.19699935392141074, 0.19542069259409345, 0.19386258881171745, 0.1922520898287028, 0.19066361808670299, 0.189096871871315, 0.18748179644213786, 0.18588974830052094, 0.18425261769974, 0.18257301569259865, 0.1809848478525987, 0.17929061175601058, 0.17762314940463192, 0.17598189206654458, 0.1743046408537313, 0.17265441592412145, 0.17097095923027417, 0.16925660111902416, 0.16757125030273948, 0.16591418664007598, 0.1641733278853125, 0.16251784765615893, 0.1607828416581065, 0.1590788172757229, 0.15735309691616148, 0.15565852810853964, 0.15394427275785452, 0.15221220728851972, 0.15051226562300854, 0.1487490808299039, 0.14706599671976897, 0.14532307743608117, 0.14361369192114484, 0.14189311858208958, 0.14016288787281597, 0.1384244763140806, 0.13667930564090197, 0.1349690464951193, 0.1332530671473751, 0.13153264920781416, 0.12980902128917735, 0.12808335913989372, 0.12635678598006148, 0.12463037302002025, 0.12293998234899774, 0.12121615704292799, 0.11952879637529816, 0.11781128481165168, 0.11609856169024856, 0.11442267993550401, 0.11272114008782098, 0.1110266024878949, 0.1093397148963144, 0.10766108431744431, 0.10596329692482757, 0.10430346676403342, 0.1026267302691936, 0.10096148907076198, 0.09930813010589622, 0.09766700863564397, 0.09601406029583288, 0.09437508648937379, 0.09272704708042327, 0.09109449738371458, 0.08947758031688884, 0.0878547437478204, 0.08624877717033223, 0.08463906639513492, 0.08304727295667914, 0.08145368826074262, 0.07987889203898225, 0.07830404868773265, 0.07673041387636124, 0.07517701474247876, 0.07362625421684646, 0.07207921138390173, 0.07053690234743522, 0.06901642583640687, 0.06748598386218434, 0.06597831694466695, 0.06447808695876667, 0.06297146251176118, 0.061488680169681724, 0.06001542978864557, 0.05853881693328174, 0.05708673746079697, 0.055633042075235145, 0.05419167467728369, 0.05276304232968465, 0.051335676423704055, 0.04992236663946309, 0.048523388839800945, 0.04712805942591525, 0.045748096585547994, 0.04437330866533834, 0.04300466075901159, 0.04165285880617192, 0.0403084068955107, 0.03897210244412931, 0.037653715393556456, 0.036335623754082585, 0.03503628488865338, 0.03373895964155132, 0.032461042346385464, 0.031186640004417416, 0.029924502826292318, 0.028675031289594255, 0.02743858605792008, 0.02620848013328596, 0.024992406065123877, 0.023783983662490724, 0.022590412940872776, 0.021405609945293603, 0.020230245446200685, 0.01906493659128099, 0.017927405205625278, 0.016800016424030322, 0.015650924683912125, 0.014535772393182971, 0.013402285300732815, 0.012302780366269313, 0.011235737987419024, 0.010153355072745255, 0.009103362408975605, 0.008040697422513305, 0.007010203129595522, 0.0059694311625756715, 0.004960481381937676, 0.003981923028979273, 0.0029576681113218537, 0.0020018892410361014, 0.0010045564255291614, 7.281811923353225e-05, -0.000896668080873217, -0.001835252473075525, -0.002744360231530677, -0.0036552196351481324, -0.004566277253129111, -0.005448095254216279, -0.006329114113677449, -0.007207998910770812, -0.008058169898990185, -0.008905479455020147, -0.009725089692964865, -0.010564142301100508, -0.011352843096747825, -0.012158988682727124, -0.012958765816776595, -0.013731372359673656, -0.014497405884193735, -0.015237474354265219, -0.015988833284467766, -0.016714165963617005, -0.017431498480754534, -0.018140264418700956, -0.01883994842954504, -0.019530084062648556, -0.020195728490171146, -0.02086607981342493, -0.02151224509667131, -0.022161416925894708, -0.022786809751884945, -0.02340165502271608, -0.024017343611277893, -0.024610008916356087, -0.02519154963652542, -0.025772184400210514, -0.02634065480097493, -0.02688734267779764, -0.027431737933457608, -0.027963879281483396, -0.02848378121081174, -0.02899962904767336, -0.029494839085204963, -0.029985473947495917, -0.03046348942332016, -0.030935910243894933, -0.03138877213149519, -0.031835755115292186, -0.03227620196464338, -0.032703705427981046, -0.0331184815331652, -0.03352606366327923, -0.03392089064457096, -0.03430806321094543, -0.03468254171634848, -0.03504901918880464, -0.03540715325436519, -0.03575262795942709, -0.036089578305274414, -0.03641775775772803, -0.0367334955249087, -0.037040416146345054, -0.037338352982873704, -0.037627168367134436, -0.037906751836662075, -0.03817701839906188, -0.038435394530047545, -0.03868700476765061, -0.03892917408029098, -0.039161903035606474, -0.039385209732376254, -0.039599128388855306, -0.03980370799627479, -0.04000065444248682, -0.040188187273081565, -0.04036640535070393, -0.04053675361548974, -0.0406978244105951, -0.04085090537116119, -0.04099481432715095, -0.04113069085262022, -0.04125755804153981, -0.041376416429802804, -0.04148722487187005, -0.04158996265030446, -0.04168462800867575, -0.041770691368735235, -0.041849337784185196, -0.041920003544056755, -0.0419823824635825, -0.04203733493729013, -0.0420847814422708, -0.04212424629302759, -0.04215630772891502, -0.042180823727490206, -0.04219799391261981, -0.04220779269128361, -0.042210356949602026, -0.04220572189323626, -0.04219393739971504, -0.042174842555772384, -0.04214918557727159, -0.042117423144568567, -0.04207796294178727, -0.04203039387676877, -0.04197947263400506, -0.04191798194759593, -0.041853984246519704, -0.04178207358065052, -0.041702002159290805, -0.041617195244444315, -0.041524227076109824, -0.04142692458311403, -0.04132564899794307, -0.04121646446925967, -0.04109927993913837, -0.04097857106833808, -0.04085001423620392, -0.04071834474016274, -0.04057901364101486, -0.040436975163501525, -0.040287488889133735, -0.04013569074251547, -0.03997667999670336, -0.039810519451962914, -0.03963729153587352, -0.039462419267370874, -0.03928614100252026, -0.039097884246903275, -0.03890852459283699, -0.03871827492831094, -0.038516399690603435, -0.03831395165857388, -0.038105631304509405, -0.03789159550108566, -0.03767749865612097, -0.037452530820724465, -0.03722783670282639, -0.037003564293311336, -0.03676894900728145, -0.036529649769754945, -0.03629125958383708, -0.036043129109712024, -0.03579623157656165, -0.03554534473116449, -0.03529065404371175, -0.03503234562845635, -0.03477060567953851, -0.034505619948711916, -0.034237573264513065, -0.03396155974990444, -0.033687985378246625, -0.033411896364438344, -0.03313346970148201, -0.032847982441402176, -0.03256060615796645, -0.032276304251105954, -0.03198560582776996, -0.03168883640341716, -0.031395577346589695, -0.031096675223503064, -0.03079696567127487, -0.030496596418260837, -0.030191315301393712, -0.02988577414118915, -0.029575832148053094, -0.029266013990623806, -0.028956443998620136, -0.028643149374381432, -0.02833045827956929, -0.028014510699402355, -0.02769559531269675, -0.027377840022104444, -0.02705755471739288, -0.02673873185751466, -0.026417794161754323, -0.02609500242248037, -0.025770611355849574, -0.025448341289325348, -0.025121427907680904, -0.024796988977093513, -0.02447178092464435, -0.02414602521059239, -0.023819936208303288, -0.02349061462626099, -0.023164533051891523, -0.022838717555840212, -0.022510425119601246, -0.02218287904428094, -0.02185624844410947, -0.0215306951389828, -0.02120367684829504, -0.02087815064007379, -0.020554254892843075, -0.020229592047658743, -0.019904450909669278, -0.019581529199420602, -0.019260933569453607, -0.01893813843577745, -0.01861807217528378, -0.01829860922850145, -0.017979979530693455, -0.017662402826549666, -0.017346088736393893, -0.017033243760309517, -0.01671999508293413, -0.01640857893296951, -0.016099165649025988, -0.015790099573739474, -0.015483440648584243, -0.015179329198703382, -0.014876215889830733, -0.01457599179856384, -0.014277175151595104, -0.013979996932448164, -0.013684675821049002, -0.013395823700352022, -0.013106131223485893, -0.012810473292319305, -0.01253671123137627, -0.012244052936996902, -0.011972679228548532, -0.011684064957723068, -0.01141609968697415, -0.011144098418349029, -0.010868806249906882, -0.010612849331250104, -0.010343024487788389, -0.01008159627587862, -0.00982823104539228, -0.00957294425636756, -0.009325698209349698, -0.009077109968709477, -0.00882774514174283, -0.008586609118330972, -0.008345173244433304, -0.008111841845484736, -0.007886276293401672, -0.007653379662111409, -0.007428619956648815, -0.007211646766462179, -0.006988859803775215, -0.006780534640535886, -0.006567140001878029, -0.006361575602266712, -0.006157776860267625, -0.0059560489459555945, -0.0057619610085528185, -0.0055700776312397815, -0.005380652909953049, -0.005198614638644881, -0.005019107148533205, -0.004842338396504821, -0.004668497800191919, -0.0044977566548371345, -0.004334082345756094, -0.004169820611562896, -0.004012568465029047, -0.003858629987569218, -0.003708107823059238, -0.003561090035893075, -0.0034176507271216783, -0.0032778506693873204, -0.003144397742784878, -0.00301188417773627, -0.0028831231001507245, -0.0027581284642325906, -0.0026369041713765317, -0.002519444721352255, -0.002405735853758729, -0.002295755177271122, -0.0021894727845359462, -0.0020851584145840066, -0.0019862431561477405, -0.0018893725483851039, -0.0017947363819235211, -0.0017052197844769237, -0.0016179442035658574, -0.0015342611954568834, -0.0014540814438435273, -0.0013762336666847486, -0.0013018293386626906, -0.0012307651640397663, -0.0011620366043014138, -0.0010957023881725864, -0.0010325997981265739, -0.0009726096260381026, -0.0009149161279633926, -0.0008595365257695406, -0.0008070873271669155, -0.0007568719331825671, -0.0007088815374041065, -0.0006630982441765426, -0.0006199582864581259, -0.0005789010594061551, -0.0005398916945499149, -0.000503260691074767, -0.00046819189930813086, -0.000435353685586888, -0.0004040290063598771, -0.00037450429887297233, -0.00034697054098039036, -0.00032084136396635026, -0.0002963250642144243, -0.00027335594082696075, -0.0002516871189484672, -0.00023162801784198508, -0.00021276404761415976, -0.00019506814168538717, -0.00017876175115831994, -0.0001633956152621475, -0.00014928208423320866, -0.00013603747100919076, -0.00012382459486582093, -0.00011249907915426391, -0.00010209149063742242, -9.247530605625574e-05, -8.361012007035288e-05, -7.545525460961386e-05, -6.797010555605112e-05, -6.111445021175447e-05, -5.48487165447952e-05, -4.913421559490767e-05, -4.3903219758975574e-05, -3.9182884707371516e-05, -3.488065143969865e-05, -3.097110145034097e-05, -2.7447502783293457e-05, -2.4278084192416138e-05, -2.1418301208455907e-05, -1.88452603002888e-05, -1.6548004058949027e-05, -1.449107051598347e-05, -1.261999828149384e-05], 'MSE': 18983.782607624275, 'R_2': 0.8623029797467384, 'U_norm': [-187.54254250668575, -44.244177559849255, 0.003554227611918049, 0.015989091148935965, 0.0023824009025024944, 0.053399903409351177, 34.422762137520756, 83.59318242589885, 85.39052067941971, 42.88551817583, 0.0405050559946259, -0.1051987434944728, -0.09479813011556473, -0.08770571185366614, -0.07596428518297027, -0.06625759567644537, -0.05040729587829052, -0.04575363676690795, -8.226870709833063, -5.4396930844709255, 0.0873713697045343, 0.0011818856854209213, 0.009264717841028365, 0.01734840359971782, 0.023473438627673857, 0.028390427035464152, 0.03243551811011648, 0.03340297642253715, 0.03407459267532865, 0.03407074863164058, 0.03233270010055435, 0.03016586335470692, 0.02834021402601546, 0.02416327701707415, 0.02196920602922831, 0.019376850851111693, 0.01694049141089699, 0.01471857132832825, 0.012794923103917978, 0.011238561432138573, 0.009876050255292399, 0.00864567767868864, 0.007592621907161565, 0.006716610378426152, 0.005931215705637079, 0.005247768393264603, 0.004635495777771596, 0.004064367934283711, 0.003535019181753981, 0.003055356031888034, 0.0026120716556273823, 0.002202905448077506, 0.0018264240943104406, 0.0014815817363669085, 0.0011674227631345863, 0.0008829475301610199, 0.0006269714935654828, 0.00039818133332888403, 0.00019513018924005165, 1.6291413519929508e-05, -0.00013989037932979234, -0.00027495393310539225, -0.00039038692603160833, -0.00048760440467066144, -0.0005679395624422653, -0.0006326448173419992, -0.0006829003587111913, -0.0007198271294718482, -0.0007445014230359953, -0.0007579687504701904, -0.0007612552490843475, -0.0007553755503424087, -0.0007413366309901131, -0.0007201376887875701, -0.0006927664781907946, -0.0006601928154248847, -0.0006233601112286857, -0.0005831758351243849, -0.0005405017732477118, -0.0004961448383868907, -0.00045084904496187815, -0.00040528909666749256, -0.00036006586541743695, -0.00031570388242332784, -0.000272650822491518, -0.00023127884919446284, -0.00019188760148823947, -0.00015470854479885055, -0.00011991037742910472, -8.76051761682508e-05, -5.785497510750066e-05, -3.0678499419070925e-05, -6.0578126025208215e-06, 1.605532111646796e-05, 3.5733511012250234e-05, 5.306835776258378e-05, 6.816568000147896e-05, 8.114137784090634e-05, 9.211793023596732e-05, 0.00010122149886241305, 0.00010857959203116119, 0.00011431923031075506, 0.00011856554708469951, 0.00012144075621688066, 0.00012306341918493153, 0.00012354794863840766, 0.00012300429201664, 0.00012153774657702566, 0.00011924886555095457, 0.00011623342372126749, 0.00011258241811615953, 0.00010838208644864748, 0.00010371393152722478, 9.865474573493296e-05, 9.327663253947794e-05, 8.764702577115066e-05, 8.182870917090675e-05, 7.587983972452425e-05, 6.985397933432555e-05, 6.380013902311482e-05, 5.776283937022641e-05, 5.178219037254303e-05, 4.5893992126772165e-05, 4.012985730502202e-05, 3.451735506668437e-05, 2.9080175234798656e-05, 2.383831103133439e-05, 1.8808257760376472e-05, 1.4003224500739979e-05, 9.433355623439074e-06, 5.105958482772011e-06, 1.0257341334561768e-06, -2.804992233541527e-06, -6.386043951933589e-06, -9.71917107309641e-06, -1.2807836141266044e-05, -1.5657009156433315e-05, -1.827297274020668e-05, -2.0663138396557552e-05, -2.2835874106265713e-05, -2.4800342895516444e-05, -2.6566352370957126e-05, -2.8144213966177502e-05, -2.9544611462119524e-05, -3.0778477460368e-05, -3.1856877319868705e-05, -3.2790899813809186e-05, -3.359155425119479e-05, -3.426967434193962e-05, -3.4835829554488315e-05]}, 'iteration_42': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24947.49265520481, -6108.212910199146, 6.148335079636988, 0.5399116550714739, -0.029247836438927515, -4.811949160722452, 4984.090543944233, 11250.76685207294, 11275.276286339722, 5479.71708978801, 17.177768294227395, -11.496016425301695, -9.438390228950476, -8.006025424805237, -5.913330892038024, -4.165499864229072, -1.7691892461263918, -10.105365183617112, -1173.6740460157432, -679.4359776832852, 6.555835332570066, 3.6430183729562655, 3.8393228172625826, 4.2293522356820406, 4.430684314395, 4.582355043878624, 4.736494580805, 4.605893150563597, 4.556443313059066, 4.486465793232847, 4.24824027231095, 3.9146840520057533, 3.6752283515455635, 3.340170788210654, 3.0186690951063606, 2.6875866382473426, 2.3681918486079407, 2.065757222287503, 1.795860517901272, 1.5697190916735007, 1.3684304103917195, 1.1858611771600898, 1.0307777005355176, 0.9030802201793584, 0.7912811193020082, 0.6966664089265782, 0.6143592610654802, 0.5391837958732044, 0.4707013083840133, 0.4091574367607769, 0.35216124323275105, 0.29901535785071387, 0.24931627285400182, 0.20287215712275336, 0.1596269506356427, 0.11961663942121939, 0.08288996866411372, 0.04950745807600614, 0.019502822007094286, -0.007126502691698194, -0.03042469871380467, -0.05047751859568871, -0.06740862225922116, -0.08137377858333386, -0.09255408312702008, -0.10114903271516065, -0.10737002098228642, -0.11143458931228409, -0.11356158851926765, -0.11396727633823979, -0.11286228956141245, -0.11044937969582831, -0.10692177952995577, -0.10246206695215988, -0.09724140466410622, -0.09141905463640353, -0.08514208872881902, -0.07854524002086699, -0.07175085900876645, -0.0648689553645277, -0.05799731766586732, -0.051221711214881845, -0.04461615795788672, -0.03824330330391313, -0.03215487304554297, -0.026392220456044457, -0.02098695967212665, -0.015961677174959606, -0.011330709403853287, -0.007100971300388588, -0.003272818385772576, 0.00015907619757853867, 0.0032048483836558442, 0.005878591405466731, 0.008197541734389769, 0.01018131657442953, 0.01185121411974662, 0.013229584907776322, 0.014339279612347695, 0.015203175921794933, 0.01584378435174025, 0.016282930632742682, 0.01654151028819831, 0.01663930946985223, 0.016594885060004574, 0.01642549629207853, 0.01614707987736707, 0.015774260699971825, 0.015320390413196822, 0.01479760692535664, 0.014216908331375342, 0.013588235676837894, 0.012920559807600807, 0.012221968376424343, 0.0114997500034517, 0.010760473301088458, 0.010010059269673034, 0.009253846168830224, 0.008496646561966045, 0.007742796611437825, 0.006996198114974631, 0.006260353912390817, 0.005538397482602684, 0.004833117603161341, 0.004146978960618719, 0.003482139591217128, 0.0028404659542769256, 0.002223546371932038, 0.001632703414547296, 0.0010690057238867347, 0.0005332796266491999, 2.6120823279595634e-05, -0.0004520937200311557, -0.0009011935387771252, -0.0013212020885186846, -0.0017123238086491736, -0.0020749308792479436, -0.0024095497255199713, -0.0027168473409014604, -0.0029976174971684793, -0.003252766869442191, -0.0034833011139491776, -0.0036903109039727274, -0.0038749579100493953, -0.004038460743406091, -0.004182080848464371, -0.0043071084150654556, -0.004414848394532202, -0.004506606765801027, -0.004583677279150954], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [131.29036064383783, 8988.86832021288, 3071.9248605358102, 614.479875088996, -190.08741886630247, -394.3829901509598, -397.13965994010186, -340.43789690929157, -273.45314696294025, -212.03611653350188, -160.24297247665726, -118.06240682109852, -84.49191465041194, -57.894928442272324, -37.198951684279464, -21.12197935704936, -8.771707387860811, 0.5406057155435919, 7.521636006649935, 12.664369131441587, 16.369378253338333, 18.945329734834612, 20.68366921058919, 21.76320772525828, 22.358512273311344, 22.586811934338428, 22.545885346366752, 22.310849906056127, 21.93644953347343, 21.46758545749027, 20.933989222388767, 20.36279162043427, 19.768717680164, 19.16793911006503, 18.566565919327783, 17.971246653602165, 17.386613617753685, 16.815788340656518, 16.26077413114552, 15.720284375166928, 15.199989698711091, 14.695243411812001, 14.2083934935366, 13.737122762691477, 13.283184126059052, 12.844239724002808, 12.41997813937456, 12.010034877675174, 11.615528870516838, 11.232926337433154, 10.863399918005294, 10.506516668391422, 10.16062042204275, 9.82663585954482, 9.504133479315758, 9.19060171242397, 8.883966069370153, 8.593837120190654, 8.309082841224054, 8.038508557680563, 7.764918157311925, 7.512811633572398, 7.258146395126581, 7.016103363256747, 6.77917471618394, 6.5537735534278205, 6.333106707634717, 6.117286222600119, 5.90639497601997, 5.7004894760843134, 5.504503630348479, 5.313074703917883, 5.126229218232777, 4.948212235380961, 4.770339566166995, 4.600883534211768, 4.435599683332005, 4.2744679063976, 4.117457143837115, 3.9645267511848186, 3.815627759148303, 3.6735934260988956, 3.5324485929159284, 3.3951559345778337, 3.2616434684377724, 3.1342289527332015, 3.007937922791878, 2.8851984155044725, 2.7659282090143154, 2.6500440209205327, 2.5355659649908304, 2.4262871054038424, 2.318409575553011, 2.215383889546552, 2.112164833428574, 2.0136108034871096, 1.9179807679220369, 1.8238119049772297, 1.7312013804107165, 1.642737426294114, 1.5557584286219919, 1.4703358840436074, 1.387622106501832, 1.307519627760077, 1.2289369892728998, 1.152869883418068, 1.0783140504535826, 1.0053011229415658, 0.9346869750496617, 0.8655835305403069, 0.7980072689855489, 0.732694435602195, 0.6688606554200348, 0.6065112657740168, 0.545647313236194, 0.48687068528873784, 0.42893863263029264, 0.37302673414063703, 0.3179942108838638, 0.26490806541636264, 0.21272165411942423, 0.16240340596158362, 0.11299345380730634, 0.0649515582709546, 0.018255135853434294, -0.027501496422423444, -0.0719258867456597, -0.11504529462316292, -0.15721960750387504, -0.19811405664349296, -0.23775864009111722, -0.2767605058890463, -0.3142437721169073, -0.3510672336305962, -0.38668808470592714, -0.4213786139180328, -0.4551383492190463, -0.4879690442863959, -0.5198744608508546, -0.5506638114077096, -0.5807464314550613, -0.6099247256280944, -0.6382085967107325, -0.6657700140014248, -0.6924441762332638, -0.7182449906121746, -0.7431870376767267, -0.7674166465724319, -0.7909294888061503, -0.8137233387175827, -0.8356859412297815, -0.8569424215285187, -0.8774950549415249, -0.8973475769348648, -0.9161448094404165, -0.9345478814506556, -0.9527607527751719, -0.9699504233407349, -0.9861806375569546, -1.0021864543016974, -1.0172697019660943, -1.0320867801374398, -1.0465833886288505, -1.0596566518154154, -1.072451313445448, -1.0849224515039226, -1.0965958410055592, -1.1079278006496314, -1.118883650831282, -1.128730109952708, -1.1385714287048683, -1.1477010418346443, -1.1561651924819953, -1.1642662560202905, -1.1719832358406523, -1.1792980419669896, -1.1859955601908416, -1.1921168496861703, -1.1978659008981516, -1.2032306017429222, -1.2082010434690575, -1.2126496078980327, -1.2167181392097726, -1.220400721860598, -1.2236931650980623, -1.2265243112010664, -1.2289842224362488, -1.2310715256325562, -1.2327491995815336, -1.2341018739118979, -1.2350662583743515, -1.235681105553739, -1.235949170202766, -1.2358740738152945, -1.235472653530351, -1.2347318586621328, -1.2336880675686872, -1.2323028639801017, -1.2306387530714002, -1.2286347494854062, -1.2263762617909801, -1.2237823545701234, -1.220958358401834, -1.217805824374879, -1.2143844139283746, -1.2107689787867777, -1.2068389026335902, -1.202665808611983, -1.1981837199380199, -1.1935485337184217, -1.1886174746200993, -1.1834745737996455, -1.1781289742030068, -1.1725049505194172, -1.1666932034810231, -1.1607029032960337, -1.1544544543227122, -1.14804320502304, -1.141478073223316, -1.1346766911081794, -1.1277373344331516, -1.1205764530861537, -1.113201232773558, -1.1057117678806432, -1.0980235492984243, -1.0902370418346423, -1.0822673778065013, -1.0741224330244612, -1.0658102206090463, -1.057430769197732, -1.04889955795785, -1.040133495555724, -1.03141383245872, -1.0224753029592037, -1.0134169268328164, -1.0042465706909143, -0.9949720088788533, -0.9856009038515109, -0.9761407887758776, -0.9665135192881147, -0.9568982714400496, -0.9471319876888694, -0.9372243795070215, -0.9273487477252064, -0.9173471010787416, -0.9072288334362557, -0.8971607507944612, -0.8869125816513064, -0.876649728906829, -0.8663022088065343, -0.8559530707398509, -0.8454607338609882, -0.8349811794721652, -0.8244479454721505, -0.8138687954629981, -0.8032512650242873, -0.7926026535165178, -0.7819300175727126, -0.771240166161426, -0.7605396571031605, -0.7497716419030463, -0.7390075807513575, -0.7281923612026737, -0.7173946342572239, -0.7065609937955838, -0.6957572844736841, -0.684875354809235, -0.6740922065326109, -0.6631375388355901, -0.652400279996038, -0.6413535895393713, -0.6305332453132735, -0.619932708040873, -0.609056237827362, -0.5984070040987773, -0.5875092888535115, -0.5768449856649889, -0.5659580487413155, -0.5553094716097666, -0.5448916462445397, -0.5342772376092352, -0.5234869128692793, -0.5129416771673982, -0.5022414791589351, -0.4917879565668249, -0.4811988300293718, -0.4708569897018639, -0.4603973609477395, -0.4501847363010211, -0.4398706600936749, -0.4294710242278241, -0.4193243555933223, -0.4091060098942517, -0.39913787256422006, -0.3891106382563179, -0.379037657315446, -0.3692168437144116, -0.3590827479969153, -0.3494810236228141, -0.339589236462175, -0.3299530719725064, -0.3203122327150432, -0.31067669077270643, -0.30105589424046636, -0.29168974976212314, -0.2823432676450307, -0.2730246776606172, -0.2637417289877724, -0.2545016989175124, -0.24551285581268883, -0.23637305422684668, -0.22748586791490874, -0.2186556847489192, -0.2098879404387052, -0.2010126797744669, -0.19238950162153443, -0.18384265861841415, -0.17537609938248985, -0.16699343620350574, -0.15854660808106094, -0.15034567634364235, -0.14209485862751273, -0.13408599056098727, -0.12603995615668775, -0.11810095863895803, -0.11027033503815806, -0.10254920481385596, -0.09481953106317931, -0.0872081857593998, -0.07971539951908553, -0.07223290119924859, -0.06487562759814189, -0.05764306348919609, -0.0505345782089482, -0.043358518466752816, -0.03640936042623416, -0.029497868297209677, -0.022631300406691764, -0.015900204277653863, -0.00922153674994412, -0.0026796944528844737, 0.0038034779013257887, 0.010149364530926765, 0.016502470479538924, 0.022713914209749057, 0.02885297560021365, 0.03485180997756651, 0.04083740011393131, 0.046680562235952114, 0.052500283462777755, 0.05817647233359818, 0.06382052179718677, 0.0693209016984631, 0.07473167078570835, 0.08009974792187093, 0.08537210968329251, 0.09054792126914808, 0.09562655283437028, 0.10064935645738053, 0.10553097627524957, 0.11039226362501572, 0.1151499768311123, 0.11980459935963035, 0.12439135262505671, 0.12887373413757708, 0.1332847412635822, 0.1376217436848565, 0.1418527937662012, 0.1460362896876108, 0.1501123074294046, 0.15410889863272106, 0.15802473461267064, 0.16185872203210036, 0.1656099879855507, 0.16930017654716886, 0.17288327839579445, 0.1764027640510875, 0.17983628334544197, 0.18320277548126576, 0.18648206604341114, 0.18969187133270493, 0.19281402307191395, 0.19588085139292954, 0.19884377024646877, 0.2017779467297785, 0.20459410273942416, 0.20728426203087522, 0.20998057510158374, 0.2126719172537398, 0.2151205376532042, 0.21756648882177027, 0.22000021002966558, 0.22231472252707618, 0.22460985610586728, 0.22678924960157892, 0.22885933818626564, 0.23090589997477198, 0.23284664818853912, 0.23475906901078386, 0.2366371702097495, 0.23841164663538497, 0.24008840953317787, 0.24172993671270704, 0.24333160530884138, 0.24483886267033433, 0.24630454112828581, 0.24772500208937762, 0.24905550940112503, 0.2503013719630376, 0.25154012500193335, 0.252660278491662, 0.25376825048211693, 0.25479661602678844, 0.25577713625592396, 0.25670807792547984, 0.2575651739964506, 0.25837388512567916, 0.2591330097988748, 0.2598415713653424, 0.26048319560920236, 0.2610761544044217, 0.2616198669402845, 0.26211392916739257, 0.26254844980974146, 0.26294398824608484, 0.26328248594258813, 0.2635736064939635, 0.2638174858857909, 0.26401437471113026, 0.26416462842534616, 0.2642686979395204, 0.2643271205867774, 0.26434051148749327, 0.2643095553319399, 0.26423499859237276, 0.26411764217087663, 0.2639583344843553, 0.2637579649838663, 0.2635129266051062, 0.26323265239096455, 0.26290853705527994, 0.2625462155304208, 0.26214679985685185, 0.2617114067785216, 0.26124115420123034, 0.2607292085925623, 0.26018389974434863, 0.25959775154609166, 0.25897996619850305, 0.2583317735502573, 0.2576448381997268, 0.2569293917628776, 0.2561866551408505, 0.2553973810747295, 0.25459283069141325, 0.25374302625940703, 0.25288038585009814, 0.2519739527983221, 0.25104609315219484, 0.25008690687958224, 0.24909726217471026, 0.24808930097080714, 0.24705284767627025, 0.24598883092185728, 0.2448982030953315, 0.24378193532254602, 0.24264101277779423, 0.24148784857753014, 0.2403006003238116, 0.2390916860295669, 0.237862107259863, 0.23661286104148196, 0.23533363694855605, 0.23404806195625802, 0.23273456417064978, 0.2313942774457711, 0.23005049945653863, 0.22868196599470794, 0.22728982264393588, 0.22588606314087112, 0.22446082957480865, 0.22302592689566605, 0.2215716415111328, 0.22009909455841145, 0.2186197649096326, 0.21711391458365412, 0.21560325189321336, 0.21407847183818857, 0.21254061802034976, 0.2109809001362926, 0.2094200656392869, 0.20783958656987575, 0.20625023625775588, 0.2046529477686959, 0.20303941528576872, 0.20141997684167012, 0.19978652204006003, 0.19814908687840274, 0.19649975521123642, 0.19483967057636983, 0.1931699475487297, 0.19147501622366117, 0.18982229315023116, 0.18811363305740178, 0.1864317717803041, 0.18469795611455989, 0.18299229999074457, 0.1813141710809047, 0.17958851873852458, 0.1778915688954904, 0.1761506949468176, 0.17436889327889912, 0.17268793274079564, 0.170898720473549, 0.1691417289870055, 0.16741607978834322, 0.16565631946776097, 0.1639285142382787, 0.16216951119078168, 0.1603818706575175, 0.15862799079224366, 0.1569068734347581, 0.155102200350263, 0.1533892760029216, 0.1515973898346531, 0.14984074849963316, 0.148064959144793, 0.14632431840578042, 0.14456651852437485, 0.1427935295727736, 0.14105637558339718, 0.13925763125776666, 0.13754344060221244, 0.13577118248996303, 0.13403581775971724, 0.13229184688382026, 0.130540828933656, 0.12878425916454023, 0.12702356879542095, 0.12530069590416953, 0.12357460641801173, 0.1218465769295366, 0.1201178240345098, 0.11838950502493643, 0.11666271877201179, 0.11493850677567322, 0.113252580705312, 0.11153563277382889, 0.10985724996293757, 0.10815113144160446, 0.10645200843014964, 0.10479157358209991, 0.10310785778596568, 0.10143319093673515, 0.09976816297681936, 0.0981133218406907, 0.09644164047600896, 0.09480930055432606, 0.0931622898095047, 0.09152849660942022, 0.08990824171905933, 0.08830181467529376, 0.08668564189284947, 0.08508493051263467, 0.08347715384369772, 0.08188624113432082, 0.08031226676981253, 0.07873422105707313, 0.07717423342957253, 0.07561224599094607, 0.07406924347789852, 0.07252608446270982, 0.07100266019831174, 0.06948071035421628, 0.06796143534398047, 0.0664631634787856, 0.06496887937510494, 0.06347960379225927, 0.06199629335960001, 0.060535347163069214, 0.059066187032844795, 0.057620216760377346, 0.05618267782000028, 0.0547403072959086, 0.05332202208564515, 0.05191408477341485, 0.05050415767564899, 0.049118843878574264, 0.04773316182487777, 0.046360383853110296, 0.04500086177789422, 0.043643659540915695, 0.04230091481729528, 0.04097285182236535, 0.039649303139119636, 0.03834135812462849, 0.03703932975360261, 0.03574411541407852, 0.03446581768498164, 0.033195427269447006, 0.03193367772248552, 0.030689763307379412, 0.029447035514289174, 0.02822287405814121, 0.027001484571042223, 0.025799219403183752, 0.024601101467527677, 0.02341533976957877, 0.022242284563645798, 0.02108224824421285, 0.019928937335673278, 0.01878954388479367, 0.017658068895903496, 0.01654123247810376, 0.015433319750381973, 0.014334941217286129, 0.01324665604847867, 0.012184981298579383, 0.011133425251987194, 0.010062295096441572, 0.009023448294295123, 0.007968174983276833, 0.006945169900409218, 0.005952964200694529, 0.004947094730305455, 0.003971905881935535, 0.0029855311606566534, 0.0020295805008569293, 0.0010646607195654168, 0.00012978863136805794, -0.0007764084006838111, -0.0017243765467062921, -0.002608461592098036, -0.003530457952748007, -0.004391326107858632, -0.005286565920353327, -0.0061527755813407725, -0.006991313105169507, -0.007830999472341163, -0.00867039626164114, -0.009482398462923813, -0.010293212661130322, -0.011101606898045673, -0.01188315119366058, -0.01266162932332717, -0.013414238299834956, -0.014184265712881908, -0.014907676081758067, -0.015646671962947972, -0.016379407541230975, -0.017086842922735077, -0.01778785667030628, -0.018464720066579836, -0.01915150975888703, -0.01981411875303077, -0.02046903242720729, -0.021115737461379496, -0.02175376805183143, -0.022382703823400442, -0.022988944902782398, -0.023599089257628936, -0.024186844236684702, -0.024776950713255728, -0.025345066290552276, -0.02590322868928292, -0.02646177414476626, -0.026999058090213773, -0.02752588555794641, -0.028051510604179982, -0.02856573890825675, -0.029059888572945346, -0.029551584885927757, -0.030031829252415904, -0.030500643672299, -0.030965408782577346, -0.03141119245151447, -0.03185246401225047, -0.03228198903319171, -0.03270608092462451, -0.033112214459339775, -0.03351266907482739, -0.033906849101030305, -0.03428902315838578, -0.03465939652503798, -0.03502291381862206, -0.035374618961286755, -0.03571906013904011, -0.03605175870180039, -0.03637688951865735, -0.03669414609543688, -0.03699971161370489, -0.03729725053697441, -0.037586544100513826, -0.03786436463861832, -0.03813391020446518, -0.03839503498949924, -0.038647619662877754, -0.03889156973486427, -0.039126813951925576, -0.03935112465206074, -0.039568955021306605, -0.039777985016039186, -0.03997822126437508, -0.04016968630927267, -0.04035241731056505, -0.04052646480799941, -0.04069328026387242, -0.04085135678133951, -0.041000790143594146, -0.04114279539334689, -0.04127620366985299, -0.041402087704888145, -0.04151948281754704, -0.04162932791388858, -0.041730843925850566, -0.04182484421285668, -0.04191129824961862, -0.041990194076025694, -0.04206153694840927, -0.04212495143193916, -0.04218132260987926, -0.042230244543832354, -0.042271542723105446, -0.04230581082121112, -0.04233298512586807, -0.04235283188622416, -0.042365692266247215, -0.042371539175151865, -0.04237046740735264, -0.04236255406166642, -0.042347838243726885, -0.04232636012380778, -0.042298173131933084, -0.04226296125777229, -0.04222194577310562, -0.042175539941000026, -0.0421214297185663, -0.04205926379604179, -0.041995084104115926, -0.04191978394547556, -0.04184323287053776, -0.041758843232157825, -0.0416664117793549, -0.04156988003950744, -0.04146533311563469, -0.041357060320770384, -0.041245386200245426, -0.0411259572252269, -0.040998711991844544, -0.040868494912923235, -0.04073062509222763, -0.040590165461688296, -0.04044224709737697, -0.04029211450319162, -0.040134741397556295, -0.03997552011782381, -0.03980929523567084, -0.039636143555102, -0.03945615959520005, -0.0392749618940187, -0.03909276091833905, -0.03889863390883023, -0.038703799765544875, -0.03850844529493559, -0.03830154889856223, -0.03809443980154044, -0.03788168192980292, -0.037663435146145445, -0.037445451401173405, -0.03721672266989356, -0.03698857802295735, -0.036761143854872794, -0.03652350115002054, -0.03628138830471739, -0.03604045143777739, -0.035789923293157444, -0.03554087909821045, -0.03528803915035617, -0.03503158595281955, -0.034771702256612136, -0.03450857054410612, -0.034242372551777284, -0.03397328883162129, -0.03369639441378569, -0.03342212304578722, -0.03314549803901898, -0.032866691441449325, -0.032580972594212596, -0.0322935156759743, -0.03200927620420847, -0.03171877988766736, -0.03142235319930709, -0.031129560936119984, -0.030831258658170668, -0.030532269721993667, -0.030232736135336228, -0.029928414721322613, -0.029623939773802642, -0.029315181858545997, -0.02900664525041611, -0.028698448664302174, -0.0283866337763142, -0.028075505182784698, -0.027761218956113498, -0.02744406056196233, -0.02712813191403414, -0.026809760846760542, -0.026492912780790256, -0.026174029420270733, -0.025853367873255203, -0.02553117907522928, -0.02521115499961645, -0.024886576297564994, -0.024564507758569578, -0.02424172650920125, -0.023918450208156212, -0.023594889445098816, -0.023268165887759096, -0.02294469890558785, -0.02262153569499592, -0.02229595400480404, -0.021971148939861598, -0.02164728612917446, -0.021324524006812985, -0.02100034051204376, -0.020677665517899693, -0.020356634293367485, -0.020034868958753293, -0.019712654530619607, -0.01939266295169133, -0.019074998192325988, -0.018755174847554287, -0.018438074747567892, -0.018121590654471432, -0.017805949211508472, -0.017491366970388424, -0.017178050463693514, -0.01686818406378198, -0.016557930778943773, -0.01624950455845064, -0.01594307311446336, -0.01563699588062914, -0.015333312036584456, -0.015032159649107826, -0.014732003669691147, -0.014434715965967678, -0.014138828523500933, -0.013844569407461082, -0.013552154514959815, -0.013266149626584222, -0.012979316834385541, -0.01268658130271764, -0.012415528247756519, -0.012125768741251866, -0.011857085197496802, -0.011571333924057443, -0.0113060282413196, -0.011036727681232577, -0.01076416964930047, -0.010510755217518574, -0.010243610711482852, -0.009984779234942849, -0.009733930203526876, -0.009481177993685096, -0.00923638578216886, -0.008990263558603082, -0.0087433710722765, -0.00850462427135629, -0.008265578868230674, -0.00803455586219426, -0.007811219979412659, -0.007580623345808672, -0.00735808104631477, -0.007143246199065134, -0.006922652418541589, -0.006716375670874621, -0.00650507674130918, -0.006301528567963342, -0.0060997260953817405, -0.005899971445534292, -0.005707779360254108, -0.005517767597669352, -0.00533018775619631, -0.005149919737814015, -0.004972155204858884, -0.004797100109577378, -0.004624942061677756, -0.004455850740099662, -0.004293755341304725, -0.004131075504585596, -0.003975335148130346, -0.0038228740531357506, -0.0036737939618354592, -0.003528182186968362, -0.0033861122207199546, -0.0032476443622942333, -0.0031154608689757356, -0.0029842055258579806, -0.0028566647988831316, -0.002732852636382636, -0.0026127730321496975, -0.0024964206694056976, -0.002383781555200222, -0.0022748336427938637, -0.002169547439900961, -0.0020662089930810305, -0.001968217426953282, -0.0018722497441410206, -0.0017784940239391701, -0.0016898086913167195, -0.0016033420643291555, -0.0015204332730696646, -0.0014409939620831898, -0.0013638637687219128, -0.0012901440244952593, -0.00121973251223851, -0.0011516340199340049, -0.001085906815567772, -0.0010233806203909005, -0.0009639374337597007, -0.0009067690454198821, -0.0008518925972829012, -0.0007999190882748879, -0.0007501583280459139, -0.0007026016642141529, -0.0006572314368923348, -0.0006144800273716974, -0.0005737919613052636, -0.0005351327515290742, -0.0004988300053081498, -0.0004640749505307164, -0.0004315300349591587, -0.0004004846793524299, -0.0003712228175932215, -0.00034393378867237517, -0.0003180364886571146, -0.00029373741064045894, -0.0002709714842215149, -0.0002494940606169835, -0.00022961186958756304, -0.00021091401925230215, -0.00019337371435955368, -0.0001772104957888852, -0.00016197908005344977, -0.00014798910920725883, -0.0001348602843776086, -0.00012275402661915188, -0.00011152724540661206, -0.00010121026483195258, -9.167768537818567e-05, -8.288947245524086e-05, -7.480531940703137e-05, -6.738499119539535e-05, -6.05886292336813e-05, -5.437701834921925e-05, -4.871181724081994e-05, -4.352589449455805e-05, -3.884618318237268e-05, -3.458093136315469e-05, -3.0704947825157407e-05, -2.7211566852241142e-05, -2.4069297637944316e-05, -2.1233984241089924e-05, -1.8682935108643772e-05, -1.640529219351239e-05, -1.4365901440313491e-05, -1.2510769946128456e-05], 'MSE': 18770.61024398477, 'R_2': 0.8638492047473194, 'U_norm': [-190.01770265130716, -46.52445841121215, 0.04683005715683899, 0.0041123480322958405, -0.0002227721544788874, -0.03665119927812077, 37.96234948560252, 85.69377691951577, 85.88045806046343, 41.73739088618948, 0.13083800095896875, -0.08756177067444805, -0.07188943806172617, -0.060979537287169414, -0.0450400994862161, -0.031727385414421806, -0.013475393329124726, -0.07696958981738858, -8.939529473670275, -5.175063697276505, 0.04993386654411284, 0.02774779780529289, 0.029242990931225954, 0.03221373011847765, 0.033747217254671565, 0.034902448522769094, 0.03607648396990954, 0.03508173134765478, 0.0347050865020602, 0.034172088347159846, 0.03235759472953989, 0.02981699525674183, 0.02799313172395863, 0.025441096963561116, 0.022992313273492045, 0.020470555728155086, 0.018037819701137367, 0.015734264242082987, 0.013678540549548661, 0.011956087921543733, 0.010422931330799315, 0.009032355261574686, 0.007851130103813959, 0.00687849601240456, 0.006026955194222828, 0.005306302816405327, 0.004679393516761367, 0.004106804143191621, 0.003585193209203508, 0.003116431668324788, 0.0026823084518657887, 0.0022775118983509204, 0.0018989686080304392, 0.0015452174597729786, 0.0012158314609099711, 0.0009110847064203011, 0.0006313484740161925, 0.00037708372451393193, 0.00014854725018757553, -5.428047171435195e-05, -0.0002317359677526231, -0.00038447238973694217, -0.000513431618865099, -0.0006198001008023264, -0.0007049571870752831, -0.0007704223862323429, -0.0008178058213164836, -0.0008487644409665543, -0.0008649651673657199, -0.0008680551719774108, -0.0008596388131996079, -0.0008412603895359651, -0.0008143916982147303, -0.0007804233812287299, -0.000740659134456327, -0.0006963120094130805, -0.0006485022091311694, -0.0005982559557882802, -0.0005465051570727365, -0.0004940877242501606, -0.0004417484841109659, -0.00039014068569692256, -0.00033982813236811313, -0.0002912879757513675, -0.0002449141959716655, -0.0002010217687298576, -0.00015985148959252784, -0.00012157539313333977, -8.630267578736314e-05, -5.408600662765191e-05, -2.492809355451272e-05, 1.2116365371119975e-06, 2.441038607064134e-05, 4.477549905038089e-05, 6.24382606013906e-05, 7.754808918783878e-05, 9.026720688073487e-05, 0.00010076585113981764, 0.00010921806881640973, 0.00011579811252336155, 0.0001206774382271362, 0.000124022286088091, 0.00012599181115263868, 0.00012673671871011935, 0.0001263983510666227, 0.00012510816671899738, 0.000122987550902608, 0.00012014789705153394, 0.00011669090077593095, 0.00011270901294790892, 0.00010828600281674251, 0.0001034975883982706, 9.841209798279686e-05, 9.309113283897725e-05, 8.75902082393985e-05, 8.1959355369806e-05, 7.624367274559985e-05, 7.048382031782519e-05, 6.47164539642856e-05, 5.897460095633257e-05, 5.3287980137897e-05, 4.768327160799638e-05, 4.2184342152492165e-05, 3.6812433068487476e-05, 3.1586317147413765e-05, 2.6522431515625533e-05, 2.1634992443954013e-05, 1.6936097714213604e-05, 1.2435820955277278e-05, 8.14230169666673e-06, 4.061833825432019e-06, 1.989546163836238e-07, -3.4434646900469525e-06, -6.864125715932601e-06, -1.0063207115367258e-05, -1.3042266042987287e-05, -1.580413728482223e-05, -1.8352830466586778e-05, -2.0693425880805014e-05, -2.283196945327007e-05, -2.4775367061296173e-05, -2.6531278492120194e-05, -2.8108011082856034e-05, -2.9514412935781735e-05, -3.0759765853640476e-05, -3.185367788700148e-05, -3.2805976031827864e-05, -3.362659971794002e-05, -3.432549620218812e-05, -3.49125195993412e-05]}, 'iteration_43': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-25012.373384963237, -6345.738038529305, 10.754241296076302, -1.3183269423445654, -0.4157998605083609, -15.576352145135509, 5390.24560621476, 11408.895106455655, 11229.655900830694, 5289.3825200324345, 25.36379047642116, -10.498636971605285, -8.961418325786422, -8.241382473698398, -6.700068396880652, -5.311873189056201, -2.9810029037135948, -35.17543216854436, -1229.7187240612586, -615.4448938953977, -4.453934009205703, 3.4987236530094217, 3.9893958496538944, 4.480107053117368, 4.716572796483455, 4.861173454118347, 4.969082211304434, 4.799460285527488, 4.721424290305069, 4.616661026892088, 4.374846442670751, 3.9678639207899025, 3.691441656464712, 3.545424709163641, 3.1637822747358992, 2.8326262557241604, 2.506666994553413, 2.1915174625576985, 1.9050128997360118, 1.6584383440547632, 1.4357000660223884, 1.2319437743417336, 1.0585491255813047, 0.9154934465539561, 0.7917128226790766, 0.6890579887323084, 0.6014051181583143, 0.5235384840184499, 0.45490257135265966, 0.3946129428846668, 0.33975825225573997, 0.2891074360924888, 0.24183366625342634, 0.1974421188877003, 0.15568660484461538, 0.11653268258102839, 0.08002012860287218, 0.046280369993943006, 0.015456938516936402, -0.012319429560210449, -0.036952602644201235, -0.05839398297524299, -0.07664821246629099, -0.09177333620324682, -0.10387699505559926, -0.11311002656759638, -0.11965861912506418, -0.12373591924534831, -0.12557375784263838, -0.12541495277970133, -0.12350646951137915, -0.12009358218854425, -0.11541507256577777, -0.10969943058365098, -0.10316197341132853, -0.09600277400329255, -0.08840528089453473, -0.08053551280953504, -0.07254172110073442, -0.06455442649759685, -0.05668675142278112, -0.0490349837584769, -0.04167932101323552, -0.034684754703542195, -0.028102063246841755, -0.0219688877806593, -0.016310869476781214, -0.01114282925957405, -0.006469972249376778, -0.002289099686566972, 0.0014101884758797633, 0.004644316867465644, 0.007434599835504835, 0.009806163188393339, 0.01178693602883555, 0.013406724005755172, 0.014696373241586349, 0.015687031492985632, 0.01640951070011688, 0.01689375222855765, 0.017168393609135503, 0.01726043317192858, 0.01719498682157097, 0.01699512943524334, 0.016681812078535797, 0.01627384519278038, 0.015787937465927163, 0.015238780018934068, 0.01463916574667244, 0.014000134219379273, 0.013331133299481672, 0.012640189560409272, 0.01193408066324474, 0.011218503944946445, 0.010498236679828571, 0.00977728449386359, 0.00905901554472732, 0.008346278980780438, 0.00764150707176789, 0.006946801097964175, 0.0062640016633245185, 0.005594744519085117, 0.004940503283352951, 0.004302620616794394, 0.003682329539627564, 0.0030807666095039425, 0.002498978574995714, 0.0019379240652369983, 0.0013984716999820908, 0.0008813958007477325, 0.00038737074805512907, -8.303519682490777e-05, -0.0005293659301044949, -0.0009512829050248929, -0.0013485694991437669, -0.0017211341171318615, -0.0020690118338792, -0.0023923645533578215, -0.002691479582362443, -0.0029667666956030817, -0.0032187536697479806, -0.003448080308344723, -0.003655491024497643, -0.00384182596559458, -0.004008010761357345, -0.0041550449604824315, -0.0042839892903785, -0.004395951944804083, -0.004492074143412363, -0.004573515357156837], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [129.58236187083062, 9015.666048398592, 3062.2675811593676, 600.5750598892267, -200.09505702336506, -400.38432665165885, -400.32428397534795, -341.80286566314817, -273.66038697331004, -211.5098997021417, -159.25963757177905, -116.80619344315332, -83.0886067797341, -56.42917222767321, -35.7279384789496, -19.6827988015037, -7.3874450809280185, 1.8573938264526173, 8.764899558599321, 13.832705630890535, 17.464399057324787, 19.970920622949087, 21.643755339363388, 22.662977044054415, 23.202392409926762, 23.379427715169896, 23.291514487129792, 23.01336200528386, 22.59907059772079, 22.09339838769133, 21.525512187140485, 20.922419142651165, 20.298389024225344, 19.669516433362755, 19.041557834191796, 18.421005033065857, 17.812358377754204, 17.21862868330085, 16.641726337904686, 16.080190643449505, 15.539823036824648, 15.015733128120536, 14.510314304840842, 14.02112958110488, 13.549976791144513, 13.094414601738317, 12.654110110424892, 12.228678821970256, 11.819278170215231, 11.422239041651862, 11.038777742463372, 10.66844529043172, 10.309524109864142, 9.962975183291451, 9.62835460219738, 9.303058567063536, 8.984937462292791, 8.683963812844175, 8.38859158728811, 8.107956585456893, 7.824226905708267, 7.562812478882782, 7.298784893965973, 7.047886693407755, 6.802336825474574, 6.568782961478961, 6.340187189749455, 6.116668580698865, 5.898315767218166, 5.685189817404408, 5.482397408494727, 5.284388990295166, 5.091193806067623, 4.907200022140857, 4.7234330938447355, 4.548440446968465, 4.377836743490235, 4.211601591290359, 4.049702973268444, 3.892098670558263, 3.738737576756804, 3.592534187563137, 3.447336756978754, 3.306194331735117, 3.1690310374292294, 3.0382232731295153, 2.9086617788264046, 2.7828375754218357, 2.6606635077085734, 2.542051197080434, 2.424973269229962, 2.3133054285451142, 2.203162974837794, 2.0980651020460996, 1.992863241648539, 1.892507162554118, 1.7952174728536952, 1.699503625120299, 1.6054637901449291, 1.515721417756157, 1.4275715753962093, 1.3410855037340386, 1.25742661286316, 1.1764912501448288, 1.0971731815833041, 1.020473955990497, 0.9453773663034907, 0.8719130683379275, 0.8009384576388986, 0.7315570744254382, 0.6637829039786057, 0.5983504356565582, 0.5344699157761222, 0.4721439252818194, 0.4113706501801514, 0.35274712373291156, 0.29503087336893374, 0.23939016852571862, 0.1846867152464061, 0.1319781411775277, 0.08022216662619644, 0.03037622515968298, -0.018513605902827072, -0.06599466296387575, -0.11209231210952465, -0.15720937689711417, -0.2009612450716474, -0.24337778209367758, -0.2848153793663014, -0.32494746949590547, -0.36380640379445317, -0.40198910266979804, -0.4386403866334908, -0.47460233510939304, -0.5093466417438655, -0.5431411952073352, -0.5759873542898677, -0.6078886517639274, -0.6388505700947086, -0.6686901629755773, -0.6978059327559539, -0.7260080318508565, -0.7533078072750383, -0.7798726661371166, -0.8055451853078539, -0.8303405000323532, -0.8542743401076663, -0.877488509206136, -0.8999799477226065, -0.9217476372688379, -0.9426857817639761, -0.9629150741957317, -0.9824387977328746, -1.0012616302830581, -1.019048973635338, -1.03642779797723, -1.053589510559887, -1.069749875482984, -1.084972085469213, -1.0999462377194902, -1.114019819224534, -1.127806065765242, -1.1412527757606925, -1.1533402907617796, -1.1651304036498293, -1.1765800549710814, -1.1872547755290452, -1.1975728779955102, -1.2075013214771735, -1.2163792796312405, -1.2252036473991792, -1.233339427957699, -1.240831882620797, -1.2479500424630183, -1.2546741440936509, -1.2609872578639505, -1.2667056041088591, -1.2718692272217305, -1.2766521952857026, -1.2810433455472547, -1.2850336565424125, -1.2885234272063788, -1.2916269960762596, -1.2943391965792805, -1.2966565342690783, -1.2985333400680277, -1.3000343751521481, -1.301158855993106, -1.301893633996936, -1.302276709561288, -1.3022914613699204, -1.3019537869216438, -1.3012668786727417, -1.3002347657332394, -1.2988953015945954, -1.2971941060744103, -1.295208779644808, -1.2928611567698478, -1.2902533369554696, -1.2872860945793883, -1.2840828893004435, -1.2805259856764526, -1.2767573022728727, -1.2726429645447632, -1.2682608381919793, -1.2637026486828158, -1.2588143049641198, -1.2536846083643318, -1.2482319956212518, -1.242644349981286, -1.236747818184393, -1.230642335693618, -1.224337184348881, -1.2177424199903524, -1.210963761658726, -1.2040104940882996, -1.1967895647809825, -1.1894105065761558, -1.1818823328342565, -1.1741099444399252, -1.1662050147256457, -1.1580717231035476, -1.14971803147707, -1.141256672409351, -1.1325915304008005, -1.123835224337099, -1.1148917109332812, -1.1057695539233594, -1.09647743491204, -1.0871266002201336, -1.0776221710897995, -1.067871521015308, -1.0581869607133636, -1.0482733450247501, -1.0382404099239881, -1.0280965663694699, -1.0178501148443417, -1.0075092258552463, -0.9970819226640104, -0.9864819408553169, -0.9759062793059927, -0.9651753127481035, -0.954299711579209, -0.9434694380478458, -0.932510961080686, -0.921434553398394, -0.9104225633258072, -0.8992229884281265, -0.8880165556354794, -0.8767267038341056, -0.8654439072311966, -0.8540137652008642, -0.8426061532432777, -0.8311485819986368, -0.8196494432629566, -0.8081168718299739, -0.7965587375560113, -0.7849826391718483, -0.7733958997203405, -0.7618055634973725, -0.7501500594603756, -0.7385067380534445, -0.7268159788236728, -0.715151980689641, -0.7034570372653443, -0.6918022093716644, -0.6800708623916121, -0.6684537864482404, -0.6566598591887428, -0.6451077679112022, -0.6332308129190171, -0.6216051606118187, -0.61022333402862, -0.5985531607348565, -0.5871346314659116, -0.5754577447692958, -0.5640389295885644, -0.5523899349350786, -0.5410040821713559, -0.5298727867147365, -0.5185394950357621, -0.5070267976574256, -0.49578390418361046, -0.48438429788265974, -0.47325587059060187, -0.4619916458728427, -0.4509989087769845, -0.43988957469285284, -0.42905106327593245, -0.4181135150751717, -0.4070941593630034, -0.39635162421950537, -0.3855421134281672, -0.3750060496579095, -0.3644164057237537, -0.35378757963631974, -0.3434338054025356, -0.33275920380501794, -0.32265439387994405, -0.31225368302670875, -0.30213105524094613, -0.29201289007080083, -0.2819098375137973, -0.2718319661243814, -0.2620303653181641, -0.25225889593431794, -0.2425262853980643, -0.23284073013290832, -0.22320990589647777, -0.2138506230340924, -0.20434421382761958, -0.19511048515228413, -0.1859458958263912, -0.17685610365727863, -0.16766521695355213, -0.15874559916677664, -0.14991511073277314, -0.14117778354907679, -0.13253728315288804, -0.12384120216639, -0.11540865535068866, -0.10693538522892797, -0.09872097545363295, -0.09047900259765684, -0.0823573008346271, -0.07435706710154426, -0.06647926535731892, -0.058603524499748545, -0.050859156988876414, -0.043246169653495495, -0.03565455817125751, -0.028200923431564776, -0.020884475072896588, -0.013704303196482151, -0.0064669896629114395, 0.0005305484009567915, 0.007479185267323535, 0.014371513370507268, 0.021116772518409554, 0.027798327463171506, 0.03433190048737068, 0.04079572154500162, 0.04711158999018171, 0.05342333395318677, 0.05958306201350315, 0.06565971447305088, 0.07158637719842073, 0.07748858165919956, 0.08323903101484928, 0.08895493951782246, 0.09451848202720252, 0.10003899076967655, 0.10540753402452284, 0.11067721548583954, 0.11589375590683357, 0.12100567429421964, 0.12601238644701837, 0.13091351964565287, 0.13574908131192528, 0.1404371586082495, 0.14509394784230698, 0.14963971315257518, 0.15407522990223405, 0.15843424647891918, 0.16268226958286133, 0.1668507864256342, 0.1709374084692163, 0.17491227781613417, 0.17883039344708906, 0.18263578258480884, 0.18635493042954362, 0.18998678416993267, 0.19353053056690003, 0.19698557982248274, 0.2003719861851295, 0.20364777796606146, 0.20685296719252882, 0.20996736775118024, 0.21300834934465537, 0.21595789462335827, 0.21883216548934792, 0.2216151337273305, 0.22433577560337473, 0.22695126437641358, 0.22952805271878354, 0.2319879475985516, 0.23432490128739933, 0.23665375244815362, 0.23896398311818506, 0.24105257486531317, 0.24312536458274303, 0.24517341364600784, 0.24710685254679196, 0.24900928301063766, 0.2508010390780521, 0.2524885640111998, 0.2541420127911846, 0.2556951322875916, 0.25721020769749803, 0.258681884413903, 0.2600562017039901, 0.26133900649743413, 0.2625784578960455, 0.2637705481871515, 0.26487510405298953, 0.26593131756749794, 0.26693614567947277, 0.2678584863854777, 0.2687035072896972, 0.2695234466154349, 0.27024508645957224, 0.2709376678297565, 0.271558731172199, 0.27212822095814476, 0.2726449107494637, 0.27309618266141, 0.2734963549529337, 0.27384469364650493, 0.27414067597763264, 0.2743786038085645, 0.27456648382973164, 0.27470414769252033, 0.2747915889689645, 0.27482865260017886, 0.27481733894202787, 0.2747584388470894, 0.2746526036215455, 0.27450029566784173, 0.2743020768125984, 0.2740585985751789, 0.2737705928377647, 0.27343886294542236, 0.27306427525641186, 0.2726477511556959, 0.272190259538283, 0.2716928097635602, 0.27115644507711373, 0.2705822364926296, 0.26996033485163007, 0.2693133223292718, 0.2686200835247535, 0.26789278595988436, 0.26713265226188027, 0.2663408990082432, 0.2655187336580644, 0.2646541349014158, 0.26376107026177764, 0.26282714708798105, 0.2618668660194492, 0.2608814802096551, 0.2598581304989584, 0.25881186819208724, 0.257743906320687, 0.25662670342279725, 0.25550430036137894, 0.2543346397801077, 0.2531621250217488, 0.25194444095168916, 0.2507116519757213, 0.24945036207248916, 0.24816168893516413, 0.24686120121368083, 0.24553552728155154, 0.2441857973657825, 0.24281314832782624, 0.2414187192571359, 0.2400036474157565, 0.23858308404464795, 0.2371300157417691, 0.23565966339684707, 0.2341731237207257, 0.23267147631043378, 0.23114230975514208, 0.229613732449951, 0.2280599527422835, 0.22648236748679818, 0.22490825016579113, 0.2233125380654801, 0.22169658798027322, 0.22007424667802825, 0.21843403807702572, 0.21678946126103682, 0.21512929037215542, 0.21345477904777393, 0.21177887876630344, 0.2100791861862314, 0.20838015673075408, 0.20667120919804038, 0.20495345399969825, 0.20321706177337628, 0.20148505873405206, 0.19973680671510388, 0.19798419132532022, 0.19622815488853815, 0.1944595215645908, 0.19268957347183918, 0.19090939009652502, 0.18912984862621798, 0.18734228010227363, 0.18554789237805439, 0.18374785196673143, 0.18192539921018727, 0.1801528375137945, 0.1783248487340507, 0.1765299576855237, 0.1746841126722216, 0.1728725970473616, 0.17109443645882563, 0.1692700908792385, 0.1674801295187963, 0.16564791582195404, 0.16377682050195022, 0.16201543396361115, 0.1601446078785745, 0.1583114044637149, 0.15651462737529517, 0.15468606803423152, 0.15289432033390643, 0.1510738308620907, 0.14922737445668036, 0.14741932907922672, 0.14564841347123605, 0.14379504019142347, 0.14203917172794414, 0.14020573094554398, 0.13841164922038315, 0.1366012827517522, 0.13482989824429784, 0.13304417338688632, 0.13124615498429318, 0.12948749418898464, 0.12766958786144936, 0.12594004236664183, 0.12415485588484056, 0.12240970115048745, 0.12065871932488402, 0.11890348215165081, 0.11714548785060717, 0.11538616157280508, 0.11366730079960674, 0.1119478593079538, 0.11022909413060718, 0.1085121956164458, 0.10679828871027941, 0.10508843440626761, 0.10338363134875898, 0.10171907890579904, 0.10002631065302482, 0.09837389723064374, 0.09669652069508942, 0.09502835012860099, 0.09340038913026273, 0.09175183129670973, 0.09011434200520523, 0.08848844412008346, 0.08687461768907212, 0.08524650211071305, 0.08365875678418917, 0.08205878354019068, 0.08047366255353093, 0.07890364196015089, 0.07734893952239062, 0.07578672041852658, 0.07424132765640627, 0.07269098598376439, 0.07115874096796614, 0.06964459483683387, 0.06812830370063971, 0.06663109704825725, 0.06513368729160154, 0.06365615396315305, 0.0621801277231495, 0.06072459407281873, 0.05927206404813712, 0.05782366831388083, 0.05639683523150795, 0.054975314549298354, 0.053560056138771364, 0.052151945276975004, 0.05076650063231963, 0.04937469673553109, 0.048006255699272415, 0.046647158684350674, 0.045284855419686534, 0.04394662484166895, 0.042619451611510734, 0.0412916891031223, 0.039988354437263535, 0.03868590704215159, 0.03739680090258206, 0.03612132771995173, 0.034849203218965695, 0.03359177879624424, 0.03234922370610148, 0.031111997624164483, 0.029890438472289654, 0.02867546954251462, 0.027467909940728775, 0.0262771473264983, 0.025094757317406974, 0.023921400958029124, 0.022765595503042902, 0.021611847915928736, 0.020476269366976215, 0.01934418280943544, 0.01823071926407709, 0.017121981026518438, 0.016025545795335085, 0.014941709527793827, 0.013870732735257657, 0.01280678384681233, 0.011756475830354749, 0.010714256033127655, 0.009686291434927257, 0.00866729825520007, 0.007657819971810553, 0.006658351621395162, 0.0056840267178368655, 0.0047196754744109415, 0.0037380784374942593, 0.002786747791795166, 0.001821063669355349, 0.0008855736579813478, -2.112365728559816e-05, -0.0009396732166746622, -0.001829593358803286, -0.002729105091593108, -0.003600277418731284, -0.004479026374402613, -0.005329835204389537, -0.006154002818369599, -0.007015582368852735, -0.007818563625307069, -0.008655421569746472, -0.009436278180116008, -0.010247776253250789, -0.011032434491091888, -0.011791528352219902, -0.012551166069257231, -0.01331003944383001, -0.014043661956767657, -0.01477572937109609, -0.015505125543636027, -0.01620982678804308, -0.016911297647215356, -0.017589008941207986, -0.018281939706296057, -0.018932483794246162, -0.019596597670684127, -0.020254631438783036, -0.02088950584795857, -0.021518182593893848, -0.022124780705199163, -0.022739842054063725, -0.0233328244255219, -0.023918500099269623, -0.024496413685901493, -0.025066153239171444, -0.02562734827801647, -0.02616788270247881, -0.02671147722333267, -0.02723471223494899, -0.02775961912316177, -0.02826455110003585, -0.028760226447521714, -0.029255818635476615, -0.029732129691182028, -0.030198758023558387, -0.030663896065996583, -0.031118519109164643, -0.031554971624235095, -0.03198882970816692, -0.0324121507945809, -0.032824963620806794, -0.03323376604316168, -0.03362543377919221, -0.03401269016260597, -0.034389186094147595, -0.03476045624326891, -0.035115546699678465, -0.03546520545527679, -0.03580890377964504, -0.03614164679595312, -0.03646362652398559, -0.03677914492394665, -0.037083904059741137, -0.03738184955463043, -0.03766911216493788, -0.03794930222180469, -0.0382221516209024, -0.038484384713651024, -0.03873915398531973, -0.03898627011092896, -0.03922298497385289, -0.03945203318686723, -0.03967329076327597, -0.039886657452916426, -0.04009205525360904, -0.04028942695342155, -0.040476917796909415, -0.04065825449384169, -0.0408314999151317, -0.04099666636259294, -0.04115378030111795, -0.041302881187620426, -0.04144402035608896, -0.04157837435306244, -0.04170473029440115, -0.04182317975281905, -0.04193468958040174, -0.04203834711295453, -0.04213499320525719, -0.04222389623659475, -0.04230577871173338, -0.04238007332118765, -0.04244739167782798, -0.04250771400188692, -0.0425610370622704, -0.042607372959485336, -0.042646510771578085, -0.042679013368024946, -0.04270464325700779, -0.04272336622640335, -0.042735489636749134, -0.04274096612887088, -0.0427398202200592, -0.042732138710029635, -0.04271801683829758, -0.0426974366426731, -0.042670584420623006, -0.04263739410529196, -0.04259791057920345, -0.04255219047481687, -0.04249975141140011, -0.042442319708821355, -0.04238026166526829, -0.04231049123050234, -0.04223272033699082, -0.042154364493917934, -0.0420642962172048, -0.04197431709464411, -0.041876575146938655, -0.041770913980239806, -0.041661827197221384, -0.04154487562206731, -0.04142484345114349, -0.041302015863221755, -0.04117159089471595, -0.041033538076039044, -0.040893097559248526, -0.04074520393949486, -0.04059527246116296, -0.04043808910688636, -0.04027921130666116, -0.04011330370023426, -0.03994603590407618, -0.03977197625559207, -0.03959121591160209, -0.039403861720962524, -0.039215745536904906, -0.039027048238986346, -0.03882646212326802, -0.038625583099046124, -0.03842457037702655, -0.038212084657869155, -0.037999762266650305, -0.03778201491455959, -0.03755900531789791, -0.037336596426814306, -0.03710355434473861, -0.03687141926233286, -0.03664029489694155, -0.03639908181572932, -0.03615361067428683, -0.03590959249607875, -0.035656117559365715, -0.03540438673172428, -0.03514905059462936, -0.034890288457242104, -0.03462827948169156, -0.034363202216875846, -0.03409523416842372, -0.03382455140429224, -0.03354619903544019, -0.03327065976319526, -0.032992923076767475, -0.032713155918952345, -0.032426609543518774, -0.03213847100405809, -0.03185369786867562, -0.03156279213190904, -0.03126608135976284, -0.030973133596116566, -0.030674793572071205, -0.030375882225382247, -0.030076535809670558, -0.029772510531440276, -0.029468432864483755, -0.029160175275344206, -0.028852231257590174, -0.028544713953679083, -0.028233670277100803, -0.027923390739277913, -0.027610038405371618, -0.02729389579885749, -0.026979048193553058, -0.026661832487414414, -0.026346196321000753, -0.026028591644339228, -0.025709272219665662, -0.02538848555414513, -0.02506990433078603, -0.024746837085007564, -0.02442631334901892, -0.024105122649652377, -0.023783479253445285, -0.023461590385806058, -0.023136590814042218, -0.022814863776384735, -0.022493469679318315, -0.02216969942589528, -0.021846728600293908, -0.021524719811123482, -0.02120382857486326, -0.02088154577810784, -0.020560782481116025, -0.02024167131939943, -0.019921847080092432, -0.019601591728058705, -0.019283559479945974, -0.018967852097424832, -0.018650010566838012, -0.018334885261006295, -0.018020380784128258, -0.017706721225747537, -0.0173941206797303, -0.017082783321476037, -0.016774878673979383, -0.016466593080142772, -0.01616012557084383, -0.015855641931268784, -0.015551511220840385, -0.015249758891291014, -0.014950521416265062, -0.014652272836791548, -0.014356872500737462, -0.014062861132307244, -0.013770464792687618, -0.013479897493878158, -0.013195695782945431, -0.012910666985796253, -0.012619767508444762, -0.012350409500200795, -0.012062456217461482, -0.011795441742160104, -0.011511459019439181, -0.011247788918566582, -0.010980141857471076, -0.010709250061498884, -0.010457377944613239, -0.010191851782974524, -0.009934580586162676, -0.009685236171984864, -0.009433992186323563, -0.009190652948152696, -0.008945983625927549, -0.008700540286043345, -0.008463186650242434, -0.008225527849947487, -0.007995836775418468, -0.0077737806802935195, -0.007544497140983418, -0.007323213855948192, -0.007109586558424459, -0.006890224452480525, -0.0066850916914360445, -0.006474956641390761, -0.006272521852392227, -0.006071815474929617, -0.005873138027392632, -0.0056819748950587305, -0.005492973047590106, -0.005306382849216495, -0.005127058865154492, -0.0049502183555310605, -0.004776066355078719, -0.004604789684868449, -0.0044365573585707875, -0.004275279060923044, -0.00411341287851317, -0.003958445334520568, -0.003806734838212697, -0.0036583828892268787, -0.0035134766450514235, -0.0033720895240057745, -0.003234281826887636, -0.003102723473717885, -0.00297208387761963, -0.002845136583496207, -0.0027218957867014854, -0.0026023657757655444, -0.0024865415713501557, -0.0023744095558636295, -0.002265948091293824, -0.0021611281231429216, -0.002058243497655581, -0.001960678714188051, -0.0018651255536427799, -0.001771771419068302, -0.00168346279216726, -0.0015973604034359744, -0.001514797960647577, -0.0014356877610098165, -0.0013588744670992926, -0.0012854551000896206, -0.0012153281239916335, -0.00114750255690227, -0.001082036594793177, -0.00101975686652609, -0.0009605460760207997, -0.0009035993662180735, -0.0008489339678554636, -0.0007971587149225997, -0.0007475862304250862, -0.0007002080425099232, -0.000655006704086691, -0.0006124131520529444, -0.000571874122111319, -0.0005333553858838118, -0.0004971835052535916, -0.0004625527475058912, -0.00043012330884805366, -0.00039918724681585883, -0.0003700275934796128, -0.00034283314370239353, -0.00031702490861042204, -0.0002928087572642658, -0.0002701199331393405, -0.0002487146957925708, -0.00022889882633228922, -0.00021026288180812445, -0.0001927802177929815, -0.00017666972313199839, -0.0001614876281357227, -0.00014754262884701774, -0.00013445570319425428, -0.0001223878040133845, -0.00011119634195064395, -0.00010091158986263313, -9.140858113939857e-05, -8.264744136970443e-05, -7.458802171363826e-05, -6.719024156089753e-05, -6.041439249998736e-05, -5.422140456723077e-05, -4.8573076130654377e-05, -4.3402497517910085e-05, -3.873654295896234e-05, -3.448374940125698e-05, -3.061901528603141e-05, -2.7135709638733837e-05, -2.40024470035819e-05, -2.1175210663786687e-05, -1.8631384781038268e-05, -1.636015241845794e-05, -1.432646780284107e-05, -1.2476496366071393e-05], 'MSE': 18558.650718116078, 'R_2': 0.8653866325471243, 'U_norm': [-193.02297843095556, -48.97069293215881, 0.082991551972503, -0.01017366041361359, -0.003208768966912559, -0.12020426202140988, 41.59706259668384, 88.0435806774864, 86.66037386264941, 40.81869210744611, 0.19573489915198278, -0.0810190279241099, -0.06915615841753454, -0.0635995699799633, -0.05170509562417209, -0.04099225484197981, -0.023004696528800474, -0.27145231603052283, -9.48986196141288, -4.74944958846766, -0.034371452679042735, 0.026999999153087338, 0.030786565400595593, 0.034573432667613944, 0.03639826237805045, 0.037514160065574224, 0.03834690270020013, 0.03703791339251838, 0.0364357018394272, 0.035627233293764236, 0.03376112604532112, 0.03062040135943388, 0.028487223194232122, 0.027360395858190816, 0.024415223152862132, 0.021859659147352307, 0.019344199040069735, 0.01691215869025213, 0.014701174422635735, 0.012798334000003284, 0.011079440507783235, 0.009507032896201263, 0.008168929109223249, 0.007064954175604122, 0.006109726763769041, 0.005317529178447033, 0.004641103239739966, 0.004040198663003326, 0.003510528483921387, 0.0030452674118799897, 0.0026219482968507287, 0.002231070900079295, 0.0018662545063866847, 0.001523680510796067, 0.0012014490470934997, 0.0008992943264577087, 0.0006175233081495592, 0.0003571502280742333, 0.00011928273515046947, -9.507026581138946e-05, -0.00028516691772430177, -0.0004506321868321366, -0.0005915018952398358, -0.0007082239826607395, -0.0008016291244134122, -0.0008728813488610111, -0.0009234174903346196, -0.0009548824217532138, -0.000969065205388515, -0.000967839690889501, -0.0009531117352865892, -0.000926774143648889, -0.0008906696185762235, -0.0008465614397139022, -0.0007961112311173403, -0.0007408629757178349, -0.0006822323641444962, -0.0006215005794414609, -0.0005598116920719411, -0.0004981729435143988, -0.0004374573107795665, -0.00037840785705145323, -0.0003216434744969508, -0.00026766570912657316, -0.00021686642304890002, -0.00016953609667395887, -0.0001258726054801176, -8.59903240179358e-05, -4.992942071987106e-05, -1.7665210439092172e-05, 1.088256502387575e-05, 3.5840656171967736e-05, 5.73735479478388e-05, 7.567513871920635e-05, 9.096096015537397e-05, 0.00010346102541985775, 0.0001134133771139593, 0.0001210583855803389, 0.0001266338296323114, 0.00013037076977233776, 0.00013249020468015808, 0.00013320048315994772, 0.00013269542715110626, 0.00013115310778074308, 0.00012873520651023984, 0.0001255868853902196, 0.00012183708703097202, 0.0001175991842772145, 0.00011297190117375545, 0.00010804043118444355, 0.00010287768440531084, 9.754560270353388e-05, 9.209648996522683e-05, 8.65743131075592e-05, 8.101593883257133e-05, 7.54522789551393e-05, 6.99093258837565e-05, 6.440906678030099e-05, 5.897027171282233e-05, 5.360915647063647e-05, 4.833992517792151e-05, 4.317520109000486e-05, 3.812635626469573e-05, 3.3203752148181425e-05, 2.841690408038207e-05, 2.3774582989976488e-05, 1.928486674002715e-05, 1.495515316711e-05, 1.0792145496445524e-05, 6.801819244356144e-06, 2.9893786725404827e-06, -6.407908901351897e-07, -4.085169645279259e-06, -7.341144993811092e-06, -1.0407045238752118e-05, -1.3282163529817038e-05, -1.5966770543428125e-05, -1.8462115708674806e-05, -2.0770416200728195e-05, -2.2894834291868325e-05, -2.483944288724829e-05, -2.660917941461493e-05, -2.8209788584091107e-05, -2.9647753896807486e-05, -3.0930218529586113e-05, -3.20648960993443e-05, -3.30599723452189e-05, -3.392399930889976e-05, -3.466578389619751e-05, -3.529427386002641e-05]}, 'iteration_44': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-25079.49767997975, -6582.356091668996, 7.998783382527242, -11.416857543393846, -10.607898802861918, 20.135388646941365, 5778.496251595186, 11565.070399455319, 11192.76345243618, 5122.107944105825, 8.966967220204534, -11.447799516208748, -8.981899362425837, -8.098308473693166, -6.8091605199950935, -6.004581069118788, -4.324869492072285, -121.71399986665048, -1249.4981545784417, -538.378653716799, 1.1205266041724007, 0.6210380331123836, 1.5903624841006474, 2.563937638640971, 3.3262122582373745, 3.9791533295162056, 4.5160129780630545, 4.693431345053842, 4.864380033347182, 4.894646164940706, 4.726728706777357, 4.407626577536174, 3.933728184016967, 3.784937869976073, 3.367663367597412, 2.97670715592538, 2.5995129729857194, 2.2444066188004856, 1.9300041062193503, 1.6650423188014427, 1.4319453824444164, 1.2230404251727527, 1.0488158004279768, 0.9067887606740194, 0.7852191583858589, 0.6842664942573243, 0.5975525332367014, 0.5188714048932852, 0.4511974906610101, 0.3904086913117939, 0.334814642575479, 0.283351610550972, 0.23532381905589517, 0.19032099277965922, 0.1481202996183644, 0.10872407493037574, 0.0721095059921893, 0.03841242464648448, 0.0076794051264399525, -0.01998069031954385, -0.04450427418337691, -0.06586263500510642, -0.08406702162992338, -0.09917005329507494, -0.11126443577830898, -0.12047978431757357, -0.1269781901181311, -0.13094902598159028, -0.1326033694933801, -0.13216832887773713, -0.12988148374756253, -0.12598559737673948, -0.12072371476197732, -0.11433472827392258, -0.1070494668554408, -0.09908734400476842, -0.09065358218187347, -0.08193701591193867, -0.07310846261422319, -0.06431963822017213, -0.05570258444457942, -0.04736956589986388, -0.03941338840241167, -0.031908084639313536, -0.024909910123631553, -0.018458590830608274, -0.012578764134826797, -0.007281556341461954, -0.002566243240255377, 0.0015780559166341931, 0.005170695200071757, 0.00823786834729221, 0.010811057028716323, 0.0129255870914186, 0.01461931257849224, 0.0159314411350711, 0.01690150893431013, 0.017568508008318138, 0.017970164681923518, 0.01814236385140815, 0.018118710960447863, 0.017930220918081, 0.017605121562237497, 0.017168758034157405, 0.016643583905135144, 0.016049224685835917, 0.015402599786883499, 0.014718089637547956, 0.014007735633006545, 0.013281461786817288, 0.01254730821348163, 0.011811667893789011, 0.011079519614121576, 0.010354651242625069, 0.009639868887912061, 0.008937188601649132, 0.008248008447041488, 0.007573259698090167, 0.0069135368138339365, 0.006269206490750578, 0.005640496726211684, 0.005027567179700819, 0.004430562460041075, 0.003849650147533033, 0.0032850455024368997, 0.0027370247905677543, 0.0022059292442381273, 0.0016921614336151492, 0.0011961758194965722, 0.0007184650028185212, 0.0002595430720081279, -0.00018007278062379996, -0.0005998813352267321, -0.0009994162602068603, -0.0013782641834171221, -0.0017360813353997989, -0.0020726083523310494, -0.002387682900922189, -0.002681249913407407, -0.0029533692350169755, -0.003204220613325985, -0.003434105904233236, -0.003643448502999663, -0.003832789969399625, -0.004002783920046033, -0.004154187285558647, -0.004287849154512184, -0.004404697479295377, -0.004505724044516937, -0.004591968229653848], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [127.72110517823639, 9041.527655848791, 3051.312886373426, 586.2862911134388, -209.59065080228515, -405.31944887326387, -402.20033380929874, -341.8343235376874, -272.64225694627896, -209.93789827374238, -157.43980284926081, -114.92597220546259, -81.25984815731393, -54.7150278344627, -34.1584641773927, -18.268112269985213, -6.124429621278167, 2.9807281140440227, 9.76346452981472, 14.722966901490073, 18.26269706490636, 20.692892149812113, 22.302275483441097, 23.269801560147393, 23.76660403186665, 23.908586726647478, 23.79148583043389, 23.488555385526038, 23.05257101026934, 22.52746621218507, 21.941545947463663, 21.321353769378934, 20.680654247581018, 20.03535204040401, 19.39093888332645, 18.753811767700032, 18.12843582848116, 17.517830316553606, 16.923944320341267, 16.345295632893574, 15.787915550691137, 15.246830022075569, 14.72458563590771, 14.218743940996193, 13.73124285469952, 13.259631946634329, 12.8036354736832, 12.362918246298339, 11.938736012866304, 11.527336465340092, 11.13002222290127, 10.746363939528973, 10.37461229222129, 10.015787050821935, 9.66944720010862, 9.33291316871196, 9.003975845449707, 8.692950815272749, 8.38790790143284, 8.098281713471309, 7.805675714048993, 7.536289772427705, 7.264427720512136, 7.006300377299516, 6.753891893964852, 6.514024474603787, 6.279457793951191, 6.050310017284656, 5.826666700576299, 5.608583925181043, 5.40127220001897, 5.199043189248569, 5.001918977952844, 4.81436212233713, 4.627215641728829, 4.449175636026492, 4.2757654510767535, 4.106955495122061, 3.942704182500366, 3.7829594748418196, 3.627660300631144, 3.4797445750082, 3.332979511286636, 3.190442234280964, 3.0520471150446147, 2.920179816675039, 2.78968126036878, 2.6630554429416513, 2.540206494797708, 2.4210376563085623, 2.303506807113824, 2.1914971754603596, 2.081104768282985, 1.9758499104652778, 1.8705714230028616, 1.7702180435860604, 1.6730022999154794, 1.5774303768690934, 1.4835974482584233, 1.3941154890450251, 1.3062818966609497, 1.2201649324542356, 1.1369191132054264, 1.0564363937686578, 0.9776131011340274, 0.9014410851697114, 0.8269077520159124, 0.7540401512164713, 0.683685562144368, 0.6149523038236999, 0.5478520379490803, 0.4831091363885385, 0.4199394598803453, 0.3583435977907669, 0.29831783656734046, 0.24044946519082025, 0.18351021936574327, 0.12865094016897674, 0.07474762811834074, 0.02284084337972796, -0.02809742160744932, -0.07712635301261418, -0.12518571306697637, -0.17183154299897077, -0.21709015188226008, -0.2613580189831513, -0.3042587371325027, -0.34582289217612816, -0.38640064730848145, -0.42567312406436414, -0.46367320148007074, -0.5009851906872723, -0.5367742895648316, -0.5718636670806276, -0.6057384163497126, -0.6386606155769331, -0.6706321953633549, -0.7016572186634913, -0.7317416586190131, -0.7607086719428343, -0.7889457740681677, -0.8162692604973816, -0.8426908336634871, -0.8683729924325458, -0.8931640490526612, -0.9170794103398738, -0.9401350556349327, -0.9624681698873719, -0.9840761814836751, -1.0049585329027901, -1.0250144377975607, -1.044360250007911, -1.062999645758533, -1.0809376746691985, -1.0978570287937917, -1.114354963236089, -1.1306117127966058, -1.145884710508945, -1.1602364859196705, -1.1743180657761847, -1.1875162282795415, -1.2004065995361732, -1.2129385082803354, -1.2241648234649076, -1.23507491896081, -1.2456271516196655, -1.2554219382105276, -1.2648440910163714, -1.2738618829496509, -1.281878886506384, -1.2897966231299998, -1.297043842060261, -1.3036651533612889, -1.3098998062962908, -1.3157291611466502, -1.3211373790067336, -1.3259691542030907, -1.3302638768088855, -1.3341686446049, -1.3376732727594083, -1.3407696858977192, -1.343383851573341, -1.3456052022723233, -1.3474294341102193, -1.348853883760871, -1.3498564423755715, -1.3504789126871402, -1.350721264083115, -1.3505924293428595, -1.3500879235644472, -1.3492340681962347, -1.3480260527116892, -1.34646769184698, -1.3445636087798376, -1.3423709742668615, -1.3397980322079852, -1.3369600061797784, -1.3337429355469643, -1.330284883432986, -1.3264523603128135, -1.3224031851380933, -1.3179868386614135, -1.3133780513276214, -1.3084115928567384, -1.303181683484764, -1.2977949722339133, -1.2920680620417784, -1.2861049820134465, -1.2798107737479225, -1.2734011325519787, -1.2666754451401174, -1.259747453065487, -1.2526265926348046, -1.245210952904311, -1.2376190603272819, -1.229860292577564, -1.2218304214352538, -1.2136508469198293, -1.2053306219398214, -1.196764219098464, -1.1880742983864152, -1.1791550805594775, -1.1700152480937418, -1.1607776790188702, -1.1513369669001803, -1.1418153494424188, -1.1321079223224155, -1.1222238169143481, -1.1121722500116702, -1.1020730886106016, -1.0918233922353953, -1.0813232843754845, -1.07090862008691, -1.0602615366920316, -1.0494998489752267, -1.0386323154621018, -1.0276675597063776, -1.0166140518174482, -1.0054800922157643, -0.9941734475298164, -0.9829039680714459, -0.9714799552632807, -0.9599127573540728, -0.9484041252828574, -0.9367693646828009, -0.9250193329756987, -0.913347178217106, -0.9014856070994091, -0.889625952745727, -0.877686998558924, -0.8657642290510219, -0.8536943807896137, -0.8416567278851051, -0.8295745736034009, -0.8174566470235356, -0.8053113951634585, -0.7931469760887883, -0.7809712537632968, -0.7687917945144968, -0.7566158649873522, -0.7443787072537771, -0.7321614510421931, -0.7199014490922493, -0.7076764221088971, -0.6954257915115774, -0.6832238961673898, -0.6709485760184081, -0.6587993632409156, -0.6464717875338107, -0.6344033706919667, -0.6220021031503317, -0.6098696054469863, -0.5979976391520397, -0.5858311241655944, -0.5739330275855027, -0.5617719207286739, -0.5498856419162192, -0.5377659299509915, -0.5259260207441808, -0.5143565926244283, -0.5025830986126204, -0.4906293303842874, -0.478961665726645, -0.4671374195616953, -0.4556003726830349, -0.4439285437281838, -0.4325438983218334, -0.421044448433142, -0.40983115490802235, -0.3985212960888959, -0.38713290674714584, -0.37603654094454697, -0.3648769861772398, -0.3540056013694393, -0.34308485605281097, -0.33212977068486993, -0.32146412090123144, -0.3104742244427081, -0.30007689491107287, -0.28938124975882024, -0.27897767934846984, -0.2685848338997759, -0.2582137593395773, -0.24787488500451363, -0.23782565220641974, -0.2278135479700728, -0.21784758807134838, -0.20793622692133934, -0.19808736901160395, -0.1885225561770665, -0.17881395833451372, -0.1693903406213864, -0.16004377972528921, -0.15078005878427178, -0.14142012525364026, -0.13234318059596772, -0.12336364732046333, -0.11448560059799365, -0.10571273152482172, -0.0968904447179503, -0.08834243206621863, -0.07976019967443633, -0.07144711455324558, -0.06311322818227526, -0.054908116594109435, -0.04683288735739152, -0.038888405943473134, -0.030953338838212233, -0.0231580175581631, -0.015502309251121487, -0.007875611698583775, -0.0003950737189388046, 0.006940265970736441, 0.014131490726513776, 0.021372180759222644, 0.02836531261840449, 0.03530184689022009, 0.04217429167347465, 0.04889221892451168, 0.05553874005900701, 0.06203011029099091, 0.06844415847291774, 0.07470339604886307, 0.08095034571151491, 0.08703862878523246, 0.09303653833135757, 0.09887818339058253, 0.10468733019666897, 0.11033873292482944, 0.11594765152225406, 0.12139853831156491, 0.12679860321974565, 0.13204138905577903, 0.13717899292757665, 0.14225598865809772, 0.14722228704335227, 0.1520774731296304, 0.15682134791298724, 0.16149269332043487, 0.16601256202375075, 0.1704930684612326, 0.1748574794748404, 0.1791067677804705, 0.18327339281626925, 0.18732452221107973, 0.19129033786162747, 0.19516862789482042, 0.19893123733106427, 0.20263032200206862, 0.2062131437215841, 0.2097048646830221, 0.21310463164757773, 0.2164118338201191, 0.21962608591462526, 0.22276612925764344, 0.22579324105352722, 0.22874460932190813, 0.23160177544756008, 0.23438082374506858, 0.23706545272942306, 0.239670555772911, 0.24218180223636657, 0.2446254654688521, 0.24696330835506794, 0.24925480609602052, 0.25143059932238704, 0.25348614929812596, 0.2555224918581473, 0.2575295988036318, 0.25933205032142387, 0.2611084647691489, 0.26285040158309925, 0.26448156131425987, 0.2660726630305137, 0.2675572671922907, 0.26894180514121485, 0.27028405030819563, 0.2715304349508946, 0.27273120807135415, 0.2738815189811967, 0.27493953296878404, 0.2759110339071216, 0.2768328604467751, 0.2777014901351753, 0.2784881003167213, 0.2792211086136835, 0.27989794131294804, 0.28049825142094886, 0.2810270878187473, 0.28151673406953676, 0.28192415217534855, 0.2822892666756865, 0.2825892993473921, 0.2828348785706952, 0.2830251777426094, 0.28315675560839326, 0.2832351512823606, 0.2832599999926043, 0.2832311374798398, 0.28315127047520333, 0.2830203240059581, 0.2828384558950643, 0.2826059742514375, 0.2823303839499334, 0.2819990879933199, 0.28162770391749004, 0.2812097962871632, 0.28074608621684805, 0.28023738230221473, 0.2796845708910066, 0.27908860680441194, 0.2784505045330255, 0.2777713299233286, 0.27705219236344203, 0.2762942374707003, 0.27549864027828486, 0.27466659891368184, 0.27379932875802043, 0.2728820917259781, 0.2719477763474826, 0.2709654684590376, 0.26995245558553677, 0.26891004833943444, 0.2678395427103793, 0.2667422173658984, 0.26560199837740994, 0.26443726305443177, 0.26323178122745317, 0.26200419397077446, 0.2607557727688127, 0.2594701323741655, 0.258166084424737, 0.2568448353118803, 0.2554723890102533, 0.2541027354135362, 0.2526844222464333, 0.2512711714999178, 0.24981184489020686, 0.24834248733882194, 0.24684699107761426, 0.2453266704241047, 0.243799748526961, 0.24225037945518665, 0.24067985170317177, 0.23908944668940846, 0.23748043483895012, 0.23585407203493655, 0.2342276178621261, 0.2325700780220372, 0.23089883272759498, 0.22921505170848896, 0.22751987751196281, 0.22579928994461831, 0.2240848283948994, 0.22234747172358058, 0.22058882167732227, 0.21883918304532138, 0.21707059585075583, 0.21528458036989334, 0.2134963908199194, 0.21169332223917314, 0.20989015570825792, 0.20807451965150373, 0.2062477683351842, 0.20442396055801315, 0.20257868707855728, 0.2007384657266935, 0.19889175458550565, 0.19703971239143844, 0.19517173480334885, 0.19331254258834246, 0.1914399263310952, 0.18956659531702016, 0.18769349454469028, 0.1858108047185266, 0.18393049984252127, 0.18204306243272578, 0.18015998111843198, 0.17827203440098977, 0.17638047505238036, 0.17448650473778018, 0.17257250862579337, 0.17071428356951932, 0.16880137964380285, 0.16692644232373152, 0.1650016672461292, 0.16311597934320993, 0.1612681349423924, 0.15937546508398293, 0.15752154406739272, 0.1556269746070317, 0.15369540815955746, 0.15188002023452643, 0.14995490416051105, 0.1480715298672153, 0.14622845225251802, 0.14435566057887914, 0.1425233649999996, 0.14066447918565658, 0.13878193341204278, 0.13694130660612044, 0.1351410972172736, 0.13325981458840883, 0.13148007394158917, 0.12962434941001377, 0.12781105308365973, 0.12598387267182679, 0.1241985190421208, 0.12240117735523859, 0.12059394325069261, 0.11882865835878027, 0.11700637018021859, 0.11527496532809947, 0.11349020461369162, 0.11174775279993567, 0.11000173971161167, 0.10825373731047545, 0.10650523668242996, 0.1047576490361199, 0.103052405752053, 0.1013486987820424, 0.09964776144555208, 0.09795075542494103, 0.09625877251133587, 0.09457283650969736, 0.09289390527471987, 0.09125655424547462, 0.08959340520619853, 0.08797179909225147, 0.08632760042446123, 0.08469432076530262, 0.0831022238550528, 0.08149180233874642, 0.07989399738791723, 0.07830927473230838, 0.07673805692113278, 0.07515467625226001, 0.07361224230665724, 0.07205960719027599, 0.0705230399787596, 0.06900272903695917, 0.06749883324830341, 0.06598924708918054, 0.06449747454467185, 0.06300247334410233, 0.061526442383082386, 0.06006932612515492, 0.05861161582200087, 0.05717369247209267, 0.05573700140579298, 0.05432077654464595, 0.05290737729767868, 0.05151494985701069, 0.050126728069652, 0.04874377999131316, 0.04738270889986927, 0.04602797483230968, 0.04468046529740484, 0.04334100325013164, 0.0420243096283623, 0.040702776189094986, 0.039404600778963655, 0.038116440948984684, 0.03682639226250767, 0.03556025926998465, 0.03430568286217253, 0.033051639534065355, 0.03182172736847433, 0.030593700416292, 0.029379283320402468, 0.028178718197936492, 0.026982304296615436, 0.025800696012194046, 0.02463401789080317, 0.023473288926673268, 0.022328184024676925, 0.02119016960720638, 0.020059997541717348, 0.01894642738583206, 0.017841553678939696, 0.016745975805815643, 0.015667618439935197, 0.014592006561613555, 0.013534139761285422, 0.012480323653231078, 0.011444621257596889, 0.010414082571795, 0.009395734846259165, 0.008389829122330026, 0.0073965831316572155, 0.0064105704740500475, 0.00543790112369275, 0.00447341351030399, 0.0035227949870105064, 0.002581139082007169, 0.001648932705437869, 0.0007266169214460913, -0.00017187379825431734, -0.001060558868148337, -0.0019645117264059818, -0.0028399872421290594, -0.0037280588489039907, -0.004587770334471139, -0.00542046089951398, -0.006263469495445287, -0.007079654822012389, -0.00790408408157664, -0.008702004904903986, -0.009506327487394373, -0.010284556711887358, -0.011037924937445074, -0.01182496754663001, -0.012557993915103776, -0.0133214392010873, -0.01403332381483198, -0.014772654108780505, -0.015487050695203602, -0.01617771564062723, -0.01686841927152884, -0.017557965047837253, -0.018224119625226607, -0.018888416253398307, -0.019549837848901682, -0.020188430058982996, -0.02082366099942373, -0.021436956286072634, -0.022063588666047792, -0.022651479811028104, -0.023251214553111566, -0.02384503048209438, -0.024417532859088355, -0.02498403474982491, -0.025530242497868554, -0.02608365926408304, -0.026616805783841967, -0.02714298136174535, -0.027661779722059802, -0.02817283453558497, -0.028675817540435897, -0.029159887082613436, -0.0296462906880753, -0.030114077170594795, -0.03058294879417154, -0.031033574937088446, -0.03147553940572745, -0.03191701557962778, -0.03234090814547021, -0.032755777861020866, -0.03316890379012934, -0.033572266373818625, -0.03395909255460537, -0.03434319552592373, -0.03471754063491062, -0.03508216211230704, -0.03544279765840508, -0.03578787875305817, -0.036128625439907906, -0.03645945050832857, -0.03678521754405651, -0.037096326112713476, -0.037402204519741584, -0.037702381146120054, -0.03799249577732569, -0.03827272899479479, -0.03854682813037078, -0.038811062953982026, -0.03906885876367291, -0.039316872385048426, -0.03955822635432617, -0.039792685361080805, -0.04001744153364013, -0.040235204525752896, -0.04044581019090705, -0.0406469255511139, -0.040840883910567206, -0.041027579982566294, -0.04120692988472808, -0.04137886977671307, -0.04154335452793331, -0.0416988534133058, -0.04184846188098585, -0.04199057540942387, -0.04212521126548015, -0.042252399389515374, -0.04237218133224067, -0.04248460924348784, -0.042590619686438215, -0.04268925639854662, -0.04278060750966882, -0.04286542278774326, -0.04294301384954497, -0.04301401844981206, -0.04307790945469631, -0.043135219538191015, -0.043185567645700904, -0.04322938812818759, -0.04326667063360285, -0.043297419639980794, -0.04332165335025294, -0.0433393066309881, -0.043350657344906784, -0.04335561717948795, -0.04335427694855842, -0.04334668984162745, -0.0433328228206425, -0.043312931030548986, -0.04328687456820628, -0.043254858292013657, -0.04321676345000181, -0.043172874678199136, -0.043123031660469685, -0.04306728366115394, -0.04300569040430474, -0.04293761861208288, -0.042865253785427895, -0.04278892204379939, -0.042704833158753445, -0.04261275406474475, -0.04252136244847758, -0.042417672760300465, -0.04231526865759822, -0.0422051312692818, -0.04208714520922115, -0.04196631876762114, -0.04183772306371993, -0.04170660737317757, -0.04157322310804587, -0.04143234449113885, -0.04128396845333902, -0.04113371401514189, -0.04097614768508124, -0.040817025703924086, -0.040650800389629455, -0.04048333574554301, -0.040308994264159875, -0.040133720906223455, -0.03995181066972561, -0.0397633679024902, -0.0395685109148509, -0.0393732906918299, -0.039177862590724824, -0.038970519374133414, -0.03876325072972816, -0.03855619202286292, -0.03833766415117634, -0.038119635159393234, -0.03789635313834529, -0.037667984090014456, -0.037440519145874485, -0.037202466855783746, -0.03696561323753137, -0.03673004229638027, -0.036484438137316826, -0.036234742769834904, -0.03598675366730372, -0.03572937931308756, -0.03547398874265069, -0.03521514348203214, -0.03495302083273771, -0.03468779759880805, -0.03441964966323598, -0.034148751598021644, -0.033875276307314114, -0.033594217116561895, -0.03331615330861525, -0.03303601885768769, -0.0327539769552547, -0.0324652385728042, -0.03217502848775031, -0.03188833128449132, -0.03159557947628532, -0.031297103160699946, -0.03100252201384564, -0.03070262437282793, -0.03040225358266264, -0.03010154144421102, -0.029796221831143388, -0.02949093790686794, -0.029181542602516198, -0.028872542841214134, -0.028564047376648225, -0.028252087394310673, -0.02794096293703886, -0.027626823464452537, -0.027309950272336025, -0.02699443491973132, -0.026676603384003652, -0.02636040792061233, -0.0260422911699988, -0.02572250518711786, -0.025401295672186106, -0.025082337263044315, -0.024758928383476295, -0.024438103859372496, -0.024116647477133536, -0.02379477158386297, -0.023472681479317054, -0.023147508508821763, -0.02282563728679068, -0.022504124537183177, -0.02218025856783826, -0.021857214315227077, -0.021535152567682927, -0.02121422708008867, -0.02089192696307279, -0.020571161962512265, -0.020252063099006425, -0.019932263860043552, -0.01961204497539699, -0.019294059044492225, -0.0189784064462285, -0.01866062781847567, -0.018345571491945104, -0.018031141409665854, -0.017717560598595174, -0.017405042127854247, -0.01709378919026992, -0.01678596982094203, -0.016477770586264352, -0.016171389123251702, -0.015866990430977352, -0.015562943322284799, -0.015261272032913643, -0.014962112402976575, -0.014663938298197695, -0.014368608074960331, -0.014074662319477417, -0.013782326566152884, -0.013491814346103257, -0.013207661077504061, -0.01292267500342101, -0.012631812604487555, -0.012362482640405221, -0.012074552218824893, -0.01180755198726707, -0.011523576665261737, -0.011259905927997159, -0.01099225047898987, -0.010721341903176421, -0.010469446395402215, -0.010203887130715492, -0.00994657528974096, -0.009697183151805504, -0.009445882507655415, -0.009202479932927724, -0.00895773827872968, -0.008712213408079605, -0.008474772140933546, -0.008237016700851404, -0.008007223543914298, -0.0077850604393433, -0.007555657611292151, -0.007334250519352228, -0.007120495417391673, -0.0069009934134269466, -0.006695721707729752, -0.00648543600335181, -0.006282847941859875, -0.006081981543639734, -0.005883137621660311, -0.005691806569226265, -0.005502631078164608, -0.005315861862143648, -0.005136358577889063, -0.004959334144580465, -0.0047849939778878406, -0.0046135252945907175, -0.004445097515734136, -0.004283625336762337, -0.004121558026971295, -0.003966391660886946, -0.0038144804577565964, -0.0036659263212779057, -0.003520816809979889, -0.003379225737978944, -0.0032412137945662463, -0.0031094553194821683, -0.002978611922716032, -0.0028514616330647096, -0.0027280189885311506, -0.0026082886053391385, -0.0024922658158955556, -0.0023799372975833524, -0.0022712816899376166, -0.0021662701980808075, -0.002063193764987718, -0.0019654435067783856, -0.0018697052253227578, -0.0017761668257826365, -0.0016876807123044916, -0.0016014022117403187, -0.0015186679811895589, -0.0014393904216620952, -0.0013624119717133255, -0.00128883222781996, -0.001218549698802489, -0.0011505714145789148, -0.0010849558649612479, -0.0010225317743072688, -0.0009631818151669107, -0.0009060994330917916, -0.0008513020559004124, -0.0007994001730142327, -0.0007497049073530463, -0.0007022079142738868, -0.0006568918497651484, -0.0006141889098013795, -0.0005735445682865707, -0.0005349246404525095, -0.0004986566910620394, -0.0004639329713011611, -0.0004314155670889189, -0.0004003947309697387, -0.0003711543682197595, -0.00034388391318911283, -0.00031800285958886716, -0.00029371774323571633, -0.0002709637146875667, -0.0002494964125237361, -0.00022962258641513243, -0.00021093167385684947, -0.00019339701366845373, -0.00017723821478036827, -0.00016201023792512955, -0.00014802276838669933, -0.00013489568375801326, -0.00012279047744025441, -0.00011156416676364168, -0.00010124716272442062, -9.171414773026672e-05, -8.292515720163354e-05, -7.483994807303279e-05, -6.741834257485922e-05, -6.0620533244307094e-05, -5.44073501300762e-05, -4.874049154341181e-05, -4.3552849928303876e-05, -3.887140886995589e-05, -3.4604420747901434e-05, -3.072671615194229e-05, -2.723165710880237e-05, -2.4087766654192802e-05, -2.1250891311700127e-05, -1.8698349104254205e-05, -1.641929629560593e-05, -1.4378575687074883e-05, -1.2522173649579718e-05], 'MSE': 18339.753962088333, 'R_2': 0.8669743788709797, 'U_norm': [-196.36142124986438, -51.53694917759893, 0.06262695103804468, -0.0893889663195942, -0.08305517566516041, 0.1576512250198698, 45.24308066807982, 90.54940770622392, 87.63440828355864, 40.10384930886114, 0.0702074040767522, -0.08963122833918237, -0.07032431617388807, -0.06340618866874745, -0.053312727961534745, -0.047013225216365154, -0.033861823351486624, -0.9529670133265838, -9.78302024278437, -4.215267744330061, 0.008773229805125606, 0.004862454279916281, 0.012451837818496535, 0.020074502493782353, 0.02604277704204557, 0.031155018059977464, 0.03535839266283143, 0.0367475003372627, 0.03808595327688742, 0.03832292375736814, 0.03700820401463817, 0.03450977488255568, 0.03079935917699143, 0.029634396548708555, 0.026367320972318063, 0.023306306020983318, 0.020353041693510838, 0.01757271533720056, 0.015111082133747577, 0.01303654803349654, 0.011211501683043008, 0.009575867874126976, 0.00821176579488485, 0.007099756625568002, 0.006147920181684999, 0.005357505283420766, 0.004678573159440977, 0.004062534577480484, 0.0035326776341813833, 0.0030567281080545678, 0.00262145119133979, 0.002218518316084226, 0.0018424818612156032, 0.0014901295517466375, 0.0011597167104441487, 0.0008512616221355901, 0.0005645856732431706, 0.00030075236727161996, 6.012635995436975e-05, -0.00015644000524902876, -0.00034844886615562363, -0.000515675424679168, -0.0006582077543232586, -0.0007764578405408251, -0.0008711515287418887, -0.0009433036491540675, -0.000994183304525892, -0.0010252732004898452, -0.00103822598157644, -0.0010348198051577926, -0.0010169148149674237, -0.0009864117405213406, -0.0009452135171012022, -0.0008951905667555068, -0.000838150178444546, -0.0007758102632247881, -0.000709777622573118, -0.0006415307476546723, -0.0005724070636303522, -0.0005035944394242068, -0.0004361267035088812, -0.00037088283835571195, -0.0003085894726331985, -0.0002498262496755729, -0.0001950336253738965, -0.00014452263661809042, -9.848618320027711e-05, -5.701137918969622e-05, -2.009255433898347e-05, 1.2355482815327977e-05, 4.048426612413562e-05, 6.449888101366772e-05, 8.464581509807126e-05, 0.00010120165420162859, 0.00011446277880997311, 0.0001247361675165593, 0.00013233137114455543, 0.00013755368013239087, 0.00014069847498793557, 0.0001420467186445476, 0.0001418615269256027, 0.00014038573290919582, 0.00013784034813413293, 0.00013442381389374374, 0.00013031193176219722, 0.00012565836084447817, 0.00012059557267407535, 0.0001152361596787034, 0.00010967440067929441, 0.00010398799633124516, 9.823989719005166e-05, 9.248015747968024e-05, 8.67477589047317e-05, 8.107235880452349e-05, 7.547592777361761e-05, 6.99742506086481e-05, 6.457827352877273e-05, 5.929528799926525e-05, 5.412994837258586e-05, 4.908512572065407e-05, 4.41626051624742e-05, 3.936363676148486e-05, 3.4689352741081833e-05, 3.0141065181212466e-05, 2.572045947490864e-05, 2.1429698661828645e-05, 1.727145444069307e-05, 1.3248878758609451e-05, 9.365529843469249e-06, 5.625264543649606e-06, 2.0321079451186616e-06, -1.409890564113282e-06, -4.696806653365258e-06, -7.824989151640848e-06, -1.07912015370871e-05, -1.359275224625401e-05, -1.622761057463066e-05, -1.8694505524061947e-05, -2.0993005938194666e-05, -2.312358037882465e-05, -2.5087636190299906e-05, -2.6887536771363806e-05, -2.8526597120436512e-05, -3.000905741203594e-05, -3.134003517637348e-05, -3.25254568468323e-05, -3.3571970412994394e-05, -3.44868413333721e-05, -3.527783484464699e-05, -3.5953088830357356e-05]}, 'iteration_45': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-25131.694561067638, -6793.289433432702, 11.27276056365337, -8.160045744247567, -6.131298453856822, -17.832177222653655, 6130.109368678714, 11707.435966030931, 11163.8856564786, 4984.60182415595, 4.467294331373076, -5.5112023524882545, -4.385249162182958, -5.010963875823057, -4.974426923435259, -5.079893201148834, -3.9279814251074874, -263.7409255849333, -1252.4000522289552, -443.12369585916235, -1.0325183284125006, 1.1228888894395304, 2.2392684991199276, 3.1482853610707027, 3.771889202119679, 4.244946353707595, 4.583232757485345, 4.5891533896206305, 4.629356031391913, 4.564282794447913, 4.359978612527066, 4.141691363497141, 3.668074194237722, 3.483948372167313, 3.173150233475331, 2.852812661718511, 2.5403487836062237, 2.2398021572323863, 1.9679311068794194, 1.7324848795367516, 1.517226186818708, 1.3156249515884728, 1.1415900403616412, 0.9940632466441839, 0.8642907719873264, 0.7519877876554837, 0.6514172263871878, 0.5610491562081473, 0.48346088157119615, 0.41268990774950354, 0.34836637245804786, 0.28944234982636996, 0.23515669234661446, 0.1849755002065249, 0.1385865038001915, 0.0958702092406784, 0.05659865673751121, 0.021078564792906394, -0.010912769516257696, -0.0393192501380839, -0.06409399137423834, -0.08525460936739071, -0.10285856994114469, -0.11700695014816719, -0.12784431343409391, -0.13555559272083947, -0.14036082417479986, -0.1425084892795843, -0.14226811745122137, -0.13992268742802166, -0.13576125199467148, -0.130072102824175, -0.12313669498968856, -0.11522446623664476, -0.10658861518609225, -0.0974628457272863, -0.08805904108694679, -0.07856579956709994, -0.06914774255289016, -0.059945493387919546, -0.05107622085485227, -0.0426346413301004, -0.03469437890744903, -0.027309590134207484, -0.020516769623270273, -0.014336663061935546, -0.008776224738701504, -0.00383056692043959, 0.0005151419204391621, 0.004283864238456959, 0.0075049922002288424, 0.010212777405593529, 0.012444904737850017, 0.01424121810189522, 0.01564260147761928, 0.016690014701176707, 0.017423680344461612, 0.017882415537108887, 0.018103100517502965, 0.018120274218473113, 0.017965845997941737, 0.017668911782053258, 0.017255662430729124, 0.01674937194453076, 0.016170453111657695, 0.015536568614796851, 0.014862786066486805, 0.014161766153716683, 0.013443974004614268, 0.012717904777371468, 0.011990315512230343, 0.011266456436077458, 0.010550295818103333, 0.00984473374152065, 0.009151801084265172, 0.008472840971045977, 0.0078086709496910526, 0.007159724865765266, 0.006526174231208973, 0.005908029426364763, 0.005305221656016407, 0.0047176668490347354, 0.004145313115188105, 0.00358817344010408, 0.0030463454801307435, 0.0025200204147677644, 0.0020094826785953435, 0.0015151024421378467, 0.0010373225076283621, 0.0005766411732522885, 0.00013359242432947515, -0.00029127533030108983, -0.0006974209531089881, -0.001084331860260471, -0.0014515441293234445, -0.00179866092930573, -0.002125368801725135, -0.002431451483915983, -0.002716801072795622, -0.002981426354715541, -0.0032254582307354824, -0.003449152189640522, -0.0036528878146559903, -0.0038371653805104023, -0.004002599601203024, -0.004149910716705113, -0.0042799131192374105, -0.004393501845934052, -0.004491637388868553, -0.004575329289027361], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [126.51163735838617, 9064.126715996703, 3041.4872269849643, 573.1378430334028, -218.44853285391125, -409.79559856869355, -403.5671912413981, -341.2440408605477, -270.9193151808819, -207.6388718062582, -154.93142309142382, -112.44373137701572, -78.94744931356733, -52.65396920370577, -32.38438299229543, -16.789038722040477, -4.92898097599436, 3.9176407576052106, 10.471099379980311, 15.233134130657751, 18.60715039529688, 20.902451293302157, 22.403224834950418, 23.28669193776027, 23.71955279685, 23.815066188008736, 23.66593574263132, 23.342699844846074, 22.895726415098235, 22.36704621231623, 21.78326958675143, 21.169540845707473, 20.53851873044786, 19.90513718741292, 19.274216174589295, 18.65158054567214, 18.04124461707136, 17.445876894999873, 16.867157116106153, 16.303467796032084, 15.760547417643513, 15.233444197502706, 14.724556671719304, 14.231445710568787, 13.755953430474937, 13.295655643751173, 12.850257694344887, 12.41941525714421, 12.004348501754336, 11.601382007692145, 11.211790525227912, 10.835158672625653, 10.469776021274344, 10.11665486512635, 9.775376327890227, 9.443312752131012, 9.118290311263662, 8.81052771877721, 8.508245277055916, 8.220815226514382, 7.929985396457198, 7.661821706612267, 7.3907724359414395, 7.133007936628256, 6.880552320809692, 6.640256669969921, 6.4048957120341825, 6.1746001337026355, 5.94946956806351, 5.729575474488827, 5.520200703430788, 5.315629045225208, 5.115898471831766, 4.925557870411558, 4.735330851804407, 4.554072696892451, 4.377252541863325, 4.204856544499374, 4.036858831517999, 3.8732229333264496, 3.7139031097352833, 3.561936879029177, 3.4109370578184093, 3.264079096113669, 3.1212910665198534, 2.985055488010651, 2.8500576931483406, 2.718897980635352, 2.5914918883807982, 2.467753442242972, 2.3455725765341278, 2.228999772932305, 2.113985464799055, 2.004209868133772, 1.894299929364311, 1.789431386934679, 1.6877501503971186, 1.5877025984105593, 1.4893952319023693, 1.3955747114875126, 1.3034171165090835, 1.2130005827325392, 1.1255449117368286, 1.0409449297621496, 0.958047435461733, 0.8779020822172543, 0.7994497303438971, 0.7227242669346542, 0.6486234707837369, 0.5762135094693996, 0.5055113920997015, 0.43728501845999096, 0.3707123733585225, 0.3057980104006425, 0.242541715339107, 0.1815657213175747, 0.12157898270011584, 0.06379682845919533, 0.007038041368208829, -0.04759930607079496, -0.10119514562924019, -0.15275768939715856, -0.20327361061746524, -0.25227445994133224, -0.29978670071008345, -0.3462251812189811, -0.39119387308966536, -0.4347243459989826, -0.47718257584212864, -0.5182343485148112, -0.5579141665631328, -0.5968314940624615, -0.6341156137853777, -0.6706242910573621, -0.7058216320768397, -0.739980503003785, -0.7731030944756005, -0.8051939746550092, -0.8362598462422663, -0.8661192891120362, -0.8951725776605185, -0.9232311285018944, -0.9503080752961056, -0.9765706927143789, -1.0018647502421518, -1.026207510839073, -1.04961688925801, -1.072233438294288, -1.0940554461410539, -1.115083396783188, -1.1352174740155934, -1.1545762803744573, -1.173164905934439, -1.1909899274624434, -1.20773954388856, -1.224007193570673, -1.2399681699562324, -1.2548945383509622, -1.2688534064387598, -1.2824792737815882, -1.295180073265524, -1.307511346865245, -1.319421668072112, -1.3300174971993561, -1.3402393747258636, -1.3500454958677384, -1.3590667164829928, -1.3676599393206186, -1.3757939750352022, -1.3829385528270057, -1.3899001749255935, -1.3961744228896922, -1.401808568567056, -1.4070096229568323, -1.411760179781957, -1.4160458014049537, -1.419748116330619, -1.4229085651208964, -1.425640501769199, -1.4279353118024298, -1.429786586288289, -1.4311575185171506, -1.4321036346764948, -1.4326223730764787, -1.432712861151298, -1.432389587700692, -1.4316609060412058, -1.430528557178347, -1.4290371599107148, -1.4271158656576504, -1.4248601928516649, -1.4222331319694101, -1.419240188278638, -1.4158876568515706, -1.412265892552866, -1.408221225939237, -1.4039330627862538, -1.3992272693556456, -1.3943041563777119, -1.3889718876254513, -1.3834484940566478, -1.377527002081729, -1.3714402446554197, -1.364968476829413, -1.35823527560835, -1.351374505890137, -1.344151226283704, -1.3366971022437901, -1.3288936923308898, -1.3210071164484345, -1.3127892201059679, -1.30437905216804, -1.295786824615293, -1.2868894926567498, -1.2778291423716177, -1.2686157595795247, -1.2591253559496915, -1.2495011653750308, -1.2397526879059477, -1.2297559714918103, -1.2196538309464575, -1.2093229228276634, -1.1987736073548518, -1.1881472744284889, -1.1773222005722421, -1.1664380793135438, -1.155374500207859, -1.1441419240326929, -1.1327508230069845, -1.1213364845965144, -1.109781995893801, -1.0979751311592052, -1.0862929553968927, -1.0743783046122208, -1.0623632542631292, -1.0502573513564164, -1.0380699447500192, -1.0258101686469299, -1.0134869284184058, -1.000998157975849, -0.9885753043763795, -0.9760066769539464, -0.9633049995034938, -0.9506914011885252, -0.9379630242651231, -0.925131871364007, -0.9124084079295981, -0.8995010515591481, -0.8866180335052912, -0.8736708662765786, -0.8607628229239506, -0.8477170760816508, -0.8347273009465609, -0.8217103890078475, -0.8086755979451159, -0.795631841472519, -0.7825876852177855, -0.7695513443700973, -0.7565306829505984, -0.743533214561165, -0.7304897101154065, -0.7174865195698843, -0.7044568100160001, -0.6914830061156727, -0.6785006175954004, -0.6655882061056088, -0.652616400478761, -0.6397957976191702, -0.6268050879239664, -0.6141050366489695, -0.6010727034813348, -0.5883403679141495, -0.575898167244929, -0.5631643591273682, -0.550728153291723, -0.5380340201562375, -0.525643302422543, -0.5130260451067257, -0.5007164299993556, -0.48870361979242005, -0.47649473517212504, -0.4641152239205249, -0.4520478620392194, -0.4398345460953, -0.4279334132791142, -0.4159088823179361, -0.40419539607405713, -0.3923790481698549, -0.38087155261458916, -0.3692798202027192, -0.35762273801058486, -0.34627924120235704, -0.33488582060653405, -0.3238008283933267, -0.3126797109151528, -0.3015380106301007, -0.2907046059431012, -0.27955632660694363, -0.26902277065110314, -0.25820090807716284, -0.24768821375971606, -0.23719990461455046, -0.22674718082959902, -0.216340570505941, -0.20623869353079435, -0.19618720136621154, -0.18619511447151643, -0.17627084914641525, -0.1664222321279267, -0.15687026012988403, -0.1471875509007736, -0.13780159922544627, -0.12850475029599406, -0.11930259862512092, -0.11001747652196356, -0.10102534939864664, -0.09214178035507764, -0.08337057619111343, -0.07471514530337361, -0.06602303507904744, -0.057612889839975596, -0.04918089199688138, -0.04102480898554908, -0.03285985437341483, -0.02483255105726151, -0.01694364875421341, -0.009193655505119278, -0.001464127704609508, 0.006118076681945171, 0.013553462665444032, 0.020949584318815186, 0.028192982689567558, 0.03528499122713066, 0.042227056564630425, 0.0492060157069258, 0.05593577803589248, 0.0626005472774779, 0.06919314149064494, 0.07562705571004172, 0.08198214472329818, 0.08817859618196755, 0.09429097738907809, 0.10024572035432604, 0.10617853056970418, 0.11195051661705219, 0.11762674324965498, 0.12314517104609564, 0.1286228879628664, 0.1339419697801801, 0.1392110983817818, 0.1443219298202941, 0.14937521064239767, 0.15427154751559016, 0.15905997631880428, 0.16378215174170555, 0.16839161115385426, 0.17288824473882702, 0.17727214990834742, 0.18157933192761502, 0.18573729440157838, 0.18984936656165158, 0.1938452054515521, 0.19772603483167883, 0.20152172490347278, 0.2052025987685594, 0.2087963255250798, 0.21230104866936458, 0.215691591538429, 0.21901512936337506, 0.2222244637262098, 0.2253424363438501, 0.22836849484404997, 0.2313023175296731, 0.23414379623728365, 0.23690965203184017, 0.2395660344482722, 0.24214585013754675, 0.24463315301526525, 0.2470421517283198, 0.24935893363368108, 0.25159658597890394, 0.2537430445680687, 0.25582094263413635, 0.2577980389919194, 0.25972475732792644, 0.26154299811911086, 0.26324979054749525, 0.2649290982923031, 0.26657189994883823, 0.2680355824459198, 0.26946618105191916, 0.2708561819191799, 0.2721448729840875, 0.2733883469496369, 0.2745349013867528, 0.2755906183859555, 0.276599795315759, 0.2775224023802877, 0.2783959321746833, 0.27921625895723107, 0.2799539307444675, 0.2806143560671618, 0.28122299151106533, 0.28177694135649384, 0.2822583430289478, 0.28268518093503325, 0.28305543473254846, 0.2833587108197274, 0.2835996624516388, 0.28379248383055633, 0.2839211624103235, 0.283999506037203, 0.28402203122295505, 0.28399119885005714, 0.2839065610829765, 0.28377229005908006, 0.28358650539859837, 0.2833491636525008, 0.28306039944001155, 0.28272951925084405, 0.28234993910166173, 0.28192206596014996, 0.2814464371189321, 0.2809362518551655, 0.2803679363707804, 0.2797680662041824, 0.2791248916007897, 0.2784392873972515, 0.27771219999055363, 0.2769446382919923, 0.27613766514682725, 0.2752923892374635, 0.27440995748046926, 0.2734915479211965, 0.27253836312417107, 0.27155162405267963, 0.27053256442704626, 0.26948242554788054, 0.26838341574201835, 0.26727469683227345, 0.26611933178084785, 0.26493765941065295, 0.2637309649107521, 0.2625005131475443, 0.2612475464795757, 0.2599536719429236, 0.25863969567245493, 0.25728724434251, 0.2559171626229814, 0.2545306455271944, 0.2531094144615161, 0.25167418140938497, 0.2502260620596563, 0.24872781927100826, 0.24723829733073982, 0.24570143504957928, 0.24417534506136493, 0.24260469668217596, 0.24102826857350265, 0.23942866598541782, 0.23780726267577967, 0.23618337845697976, 0.23454004504577178, 0.23287858392995672, 0.23120029994259242, 0.22950647801026658, 0.22779838025504365, 0.2260940138869507, 0.22436083475398072, 0.22261700244159088, 0.22086366592195425, 0.21910194165413513, 0.21731722914162913, 0.21554216626964148, 0.21374662612647485, 0.21193226440503818, 0.210130263375783, 0.20831174201990948, 0.20647825043043694, 0.20464539624975167, 0.20280010195714882, 0.20095743860963933, 0.19910470506594677, 0.1972432519476468, 0.19538734355873982, 0.19351210350690268, 0.1916444412331903, 0.1897725763191722, 0.18789764010118554, 0.18600887352945342, 0.18413122503541027, 0.18224221473927724, 0.18035463227659768, 0.178469377386609, 0.17657653152866942, 0.17468809613605696, 0.17279447306753584, 0.17090714799173443, 0.16901683622820204, 0.16712476333027781, 0.16523210019394732, 0.1633212375155889, 0.16146776182034311, 0.1595614684135952, 0.1576946717398829, 0.1557799310969211, 0.15390569040869503, 0.15207058671008478, 0.1501925013048741, 0.14835434515229615, 0.14647737185613316, 0.14456526439336714, 0.1427695396573921, 0.140866706150281, 0.13900653336856328, 0.1371874818094073, 0.1353404210524298, 0.13353456570705513, 0.13170376387418908, 0.12985093387352167, 0.12804058299113477, 0.1262711367458552, 0.12442320311269793, 0.12267612548312336, 0.12085559645312184, 0.11907779850939132, 0.11728748131339452, 0.11553919353458375, 0.11378019851756073, 0.11201255348509971, 0.1102869253659681, 0.10850658536542968, 0.1068159771814476, 0.10507421895369544, 0.10337466920441667, 0.1016725468966794, 0.09996937937766903, 0.09826661224082385, 0.09656561057151515, 0.09490666076272039, 0.09325002261705931, 0.091596884740296, 0.08994836411496766, 0.0883055080166816, 0.08666929607500735, 0.0850406424507198, 0.08345304849136985, 0.08184116718735648, 0.08027024794225242, 0.07867814237718114, 0.07709730265243506, 0.07555698327076625, 0.07399959339218942, 0.07245505443857558, 0.07092379687679043, 0.06940620920330386, 0.06787749527929018, 0.06638891078471534, 0.06489107241331336, 0.06340931570155277, 0.06194380118225309, 0.06049466120774526, 0.05904058668752554, 0.057604208370258675, 0.05616525526976607, 0.054745083609443204, 0.05334361813160415, 0.05194208393529331, 0.050560065187217874, 0.0491797164788889, 0.04781950527257738, 0.046462475952939924, 0.04512603831504536, 0.04379408725830317, 0.042467642291575534, 0.04116261476182717, 0.03986409075807712, 0.038572914318081485, 0.03728986671099964, 0.03602903456275276, 0.03476397279053582, 0.03352166609488545, 0.03228933147148645, 0.031055577243780594, 0.02984507269000287, 0.028645986687407633, 0.02744777884978881, 0.026272986750497607, 0.025100351182913077, 0.023941062455735417, 0.02279534119646907, 0.02165392354024138, 0.020526967608732603, 0.019414581233387195, 0.01830819431463748, 0.017217021633297063, 0.016132924017835993, 0.015056613612380778, 0.013996424556655784, 0.012944822182749956, 0.01190237198767325, 0.010876605945852316, 0.00985374942776373, 0.008848060685362617, 0.007846514721079431, 0.006862470903631551, 0.005883618692602157, 0.004916629001150617, 0.003961733404219567, 0.0030191316935954176, 0.002083669532685622, 0.0011611388408020076, 0.0002466390084114631, -0.0006544426177638063, -0.001546762309096654, -0.0024298621786534554, -0.0033033282076314766, -0.00415397387200422, -0.0049950818682505385, -0.005850376075588161, -0.006678466915021958, -0.0075182064871444606, -0.008330869247076276, -0.009117740606177066, -0.009914106904073993, -0.010684883710386162, -0.011463189917235082, -0.012216219929271098, -0.012975035650164321, -0.013708983544532764, -0.014419243973079589, -0.015160991839055402, -0.01585158653030293, -0.016570580287051512, -0.017240770500769234, -0.01793654113987248, -0.01860858996818953, -0.019258066093750723, -0.0199073271817173, -0.02055524089554383, -0.021180921681180073, -0.021804600286746634, -0.02242531558534656, -0.023024347491832353, -0.023619964606800017, -0.024194757087631424, -0.02478177865024792, -0.025332249474723206, -0.025893541936352744, -0.026449017336067294, -0.026984282801282594, -0.02751366348690608, -0.02802381008922338, -0.02854040774059418, -0.029037803222755277, -0.02952841289258348, -0.030011856576220332, -0.030487792038214417, -0.030955913178852084, -0.031406139514020937, -0.03185823336211298, -0.03229272167211354, -0.03272790540151929, -0.03314584393097471, -0.03355543714145366, -0.03396425218691841, -0.034356460770222697, -0.03473999599262882, -0.03512158081642767, -0.03549380219143944, -0.03585042332597664, -0.03620418322352935, -0.03654859829268234, -0.0368837052647166, -0.037214773979436545, -0.03753119039535566, -0.03784324927664792, -0.0381458315051621, -0.038443384026263766, -0.038727145842834015, -0.03900572512299235, -0.039278682982291535, -0.03954205518491592, -0.039796016114789674, -0.040043963474179795, -0.040282525050629965, -0.04051479629384803, -0.0407377684136926, -0.04095425288310707, -0.04116403401982705, -0.04136460518953156, -0.041558391021410845, -0.041745242911527966, -0.04192309907860532, -0.04209403192408997, -0.042257948228260504, -0.04241477491964192, -0.04256445777969778, -0.04270696017676156, -0.04284097020370813, -0.04296916013353656, -0.043090149416453706, -0.04320395995834972, -0.04331062552443443, -0.04341019073198747, -0.04350271009275093, -0.04358895428784533, -0.04366814675182024, -0.04374037561321832, -0.043806238618564856, -0.04386520796970983, -0.04391777793138055, -0.043963570155065815, -0.044002981956978555, -0.04403577010344871, -0.04406224132749153, -0.044082393488538665, -0.044096238296644566, -0.044103800264266135, -0.044105127391661135, -0.044100283116251665, -0.044089294480256655, -0.04407235249792871, -0.044049315453928095, -0.044020162190687204, -0.04398533326772591, -0.043944511520735904, -0.04389799230752725, -0.043845577853356583, -0.04378763603372529, -0.04372393185465753, -0.04365452047283848, -0.043579466706511444, -0.04349801016302231, -0.04341273436988976, -0.04332394119531639, -0.04322722689741384, -0.04312239947539376, -0.043019271959058615, -0.0429031885103782, -0.04278935624236498, -0.042667694170271275, -0.04253811943662705, -0.04240612735443528, -0.04226632686690137, -0.04212441833327911, -0.04198063161510682, -0.041829327015275135, -0.04167052543069407, -0.041510232850713626, -0.04134264403903816, -0.04117387321982552, -0.04099802743729744, -0.04082130180231642, -0.04063773820213988, -0.040453587813771494, -0.040262847993254636, -0.040065637419967846, -0.03986208756598687, -0.039658509660774804, -0.03945504111119962, -0.039239498207171083, -0.039024349440947535, -0.03880971298090797, -0.03858348541762141, -0.03835805922457619, -0.03812747782034536, -0.03789191397295899, -0.03765753842479584, -0.03741251079657972, -0.03716896250401223, -0.03692696222260488, -0.036674884619336705, -0.036418835239296524, -0.03616475014581284, -0.035901263307056966, -0.035640011923316464, -0.03537542395683366, -0.035107678386044644, -0.03483695330292687, -0.03456342551773521, -0.03428727019637151, -0.03400866052975852, -0.03372249736019159, -0.03343954863485529, -0.033154651256561356, -0.03286796771863437, -0.03257463054146817, -0.032279947760867705, -0.03198897320449621, -0.03169199273737501, -0.03138934399724041, -0.03109077706345484, -0.03078695143006972, -0.030482772725694655, -0.030178370257185862, -0.02986942402940635, -0.02956063072736099, -0.02924779374120681, -0.028935468182609267, -0.02862375968469598, -0.028308655977819504, -0.02799449828061968, -0.027677396213405613, -0.027357633205783858, -0.02703933565178234, -0.0267187945613985, -0.026399993337526115, -0.026079342692615234, -0.02575709553982019, -0.0254334981688574, -0.0251122497923729, -0.024786599205739907, -0.024463628451734745, -0.024140096949825617, -0.023816216734354908, -0.023492192629180078, -0.023165137935238212, -0.022841472318528674, -0.022518233197358344, -0.022192693254373324, -0.021868042682971774, -0.021544440997675714, -0.021222040614651393, -0.020898317754609475, -0.020576193610027615, -0.020255797620327108, -0.01993475216608921, -0.01961333815848763, -0.01929421651081216, -0.01897748578647258, -0.01865867030000883, -0.01834263307070678, -0.018027269815126094, -0.017712802990048078, -0.017399444987831723, -0.017087398229771088, -0.0167788345413591, -0.01646992990989828, -0.016162886005824644, -0.01585786678193223, -0.015553236638647298, -0.015251022576901231, -0.014951359227284897, -0.014652716719745162, -0.01435695515218794, -0.014062611775612539, -0.013769911464726513, -0.013479067016139015, -0.01319461735222939, -0.012909361979843353, -0.012618253204755023, -0.012348720407616772, -0.012060599697302934, -0.01179344721818079, -0.011509335210585604, -0.011245560576097739, -0.010977822059845085, -0.0107068521284095, -0.010454919856158986, -0.01018934277511322, -0.009932033967527515, -0.009682663645601747, -0.00943140360298433, -0.009188058012385446, -0.008943391025792245, -0.008697958419108866, -0.008460622784355137, -0.008222989159271126, -0.007993328887213552, -0.0077713083208191345, -0.007542067098602464, -0.007320829797253237, -0.007107251426607008, -0.006887943937559984, -0.006682866032808953, -0.0064727907384855505, -0.0062704167120802195, -0.006069773471287946, -0.0058711611627917425, -0.005680063004650532, -0.005491127441428039, -0.00530460451101387, -0.005125346736320346, -0.004948572873673339, -0.004774487683925826, -0.0046032777278922085, -0.004435111774115922, -0.004273897773425387, -0.0041120966645262795, -0.003957191822308183, -0.0038055429888619536, -0.0036572515078872056, -0.0035124043973135434, -0.0033710749521531705, -0.003233323365858248, -0.003101818404728081, -0.0029712315838194875, -0.002844335267663009, -0.0027211436025554275, -0.0026016608408359785, -0.0024858819790145184, -0.002373793386530135, -0.0022653734227121975, -0.002160593039839051, -0.0020577467166590702, -0.001960217700269928, -0.001864698997964556, -0.0017713779354493412, -0.001683100009418035, -0.0015970269654874318, -0.0015144920742128606, -0.0014354076965159336, -0.0013586188966107588, -0.0012852223731706681, -0.0012151166638713926, -0.0011473111195396608, -0.0010818639424468592, -0.0010196015611094583, -0.0009604067604132476, -0.0009034749395316277, -0.0008488233554457457, -0.0007970607291384352, -0.0007474998928266214, -0.0007001324106185695, -0.0006549408744691062, -0.0006123561700509938, -0.0005718251898824244, -0.0005333137474790382, -0.0004971483831954462, -0.00046252354417482933, -0.00043009934754370234, -0.0003991679992213002, -0.00037001251709253125, -0.00034282170533453876, -0.00031701668412753694, -0.00029280332404173914, -0.0002701169057612763, -0.00024871374075898634, -0.00022889960805643096, -0.00021026512716993258, -0.00019278367688424492, -0.0001766741550641126, -0.0001614928403806127, -0.00014754843318253209, -0.00013446194707146482, -0.00012239434652992564, -0.00011120306335335121, -0.00010091838636760258, -9.14153653714312e-05, -8.265413954178942e-05, -7.459457251761571e-05, -6.719659505124127e-05, -6.0420508988144513e-05, -5.42272535413475e-05, -4.857863521299756e-05, -4.340774958164953e-05, -3.874148084994989e-05, -3.4488367564227663e-05, -3.0623312813055144e-05, -2.7139691380024184e-05, -2.400612096005407e-05, -2.1178585766345317e-05, -1.863447218831109e-05, -1.6362966417436826e-05, -1.4329022404172507e-05, -1.247880178747716e-05], 'MSE': 18145.836427628747, 'R_2': 0.868380940841365, 'U_norm': [-198.65124776588044, -53.69695302905386, 0.08910453476562624, -0.06450035690918322, -0.0484643041210003, -0.1409528612189203, 48.454905102810066, 92.54038788112625, 88.24394273081109, 39.400342447206555, 0.03531133131147709, -0.04356280955714186, -0.03466281255786991, -0.039608718943451734, -0.039319915848071034, -0.04015356467402328, -0.031048380339127248, -2.084716724018211, -9.899484989871958, -3.5026319010504308, -0.00816144943119072, 0.008875775505212504, 0.017700098986644163, 0.024885342044089445, 0.029814563224736815, 0.03355380146826896, 0.0362277563044377, 0.03627455541535238, 0.03659233362692279, 0.03607796800451403, 0.03446306374233842, 0.0327376315680054, 0.028993966714522847, 0.027538560505788012, 0.025081884219815657, 0.022549804332358946, 0.02007996135706954, 0.017704317239801058, 0.015555336666572928, 0.01369427287201903, 0.011992779652093671, 0.010399240591991085, 0.009023597091867088, 0.00785748465246668, 0.0068317096513576545, 0.005944020685094611, 0.005149069615005958, 0.0044347632296708964, 0.0038214736032519533, 0.0032620707256973067, 0.0027536310534216827, 0.002287871349446093, 0.0018587751908905792, 0.0014621224141036604, 0.0010954447117174193, 0.0007577975549145681, 0.00044737905577592373, 0.00016661364346324165, -8.625901750152264e-05, -0.0003107955208579185, -0.0005066252627672844, -0.000673887488464901, -0.0008130364314500266, -0.0009248710463090298, -0.0010105340219595674, -0.001071487144259416, -0.001109469669544911, -0.0011264456976361318, -0.0011245456998657455, -0.0011060064565399908, -0.0010731127597252605, -0.0010281433853482492, -0.0009733230700392975, -0.0009107815605289872, -0.0008425202428313689, -0.0007703864085843179, -0.0006960548699365451, -0.0006210163854174046, -0.0005465721901460972, -0.00047383382885366685, -0.0004037274517771735, -0.0003370017361024073, -0.0002742386369402942, -0.00021586622990951343, -0.00016217298343668116, -0.00011332287996466548, -6.937088904930487e-05, -3.0278376038153802e-05, 4.071893561458442e-06, 3.386142443205614e-05, 5.932254434439239e-05, 8.072599202758094e-05, 9.836964429494482e-05, 0.00011256844375428962, 0.00012364555419383812, 0.00013192473900091808, 0.00013772393392298595, 0.00014134996551397436, 0.0001430943503429379, 0.00014323009833709676, 0.00014200943418234672, 0.00013966234404294927, 0.0001363958512451993, 0.0001323939230596203, 0.00012781791055771935, 0.00012280742684621013, 0.00011748157253028139, 0.00011194042288587008, 0.00010626669858887662, 0.00010052754886279212, 9.477638413213162e-05, 8.905470434905856e-05, 8.339387634497588e-05, 7.781682357008805e-05, 7.233959891868037e-05, 6.697281900073573e-05, 6.172294605045575e-05, 5.6593409361579064e-05, 5.158556463500658e-05, 4.669949392123445e-05, 4.1934653434585536e-05, 3.729037864228551e-05, 3.2766259382606605e-05, 2.8362398299288673e-05, 2.407956730826248e-05, 1.9919277570904927e-05, 1.5883777375095177e-05, 1.1975992700869028e-05, 8.199423639153609e-06, 4.558008943702603e-06, 1.0559694540546657e-06, -2.302359980825438e-06, -5.512701987385785e-06, -8.57100489223398e-06, -1.1473601661705502e-05, -1.4217355580464381e-05, -1.679978894377571e-05, -1.9219192322604467e-05, -2.1474712806616478e-05, -2.3566419846746786e-05, -2.5495348138797086e-05, -2.7263517171179596e-05, -2.8873927325788962e-05, -3.0330532979788402e-05, -3.163819308539368e-05, -3.2802600715494636e-05, -3.383019316107567e-05, -3.472804516367723e-05, -3.550374884759518e-05, -3.6165284039901696e-05]}, 'iteration_46': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-25103.18508862392, -7081.58178443258, 5.754569267835767, 3.4719194444266397, 2.738998090199112, 2.9398391646583097, 3529.874230287414, 14643.981010966043, 13843.21171558693, 2217.6441355263178, -2.7020422889981766, -2.901943729913535, -2.9842253380767128, -2.9489592518472207, -2.8160467622152825, -3.040698097974886, -2.1728722539941994, -436.1585738866801, -1235.8052761977908, -318.706976437919, 1.429091703189726, 0.7843708803948122, 1.591036986092697, 2.1689216352155096, 2.5563905867399423, 2.861494099061746, 3.098493562572285, 3.2406417944988415, 3.2919952223130355, 3.2640695581021446, 3.170931302946538, 18.26265106791878, 2.63089186772287, 2.647481223985561, 2.435249600845382, 2.2210485802286515, 2.0114027525299667, 1.8051268726329173, 1.6217282332830365, 1.4581207378470686, 1.3034883908604296, 1.1512918108806114, 1.0187763312777394, 0.9031865647737654, 0.797950212196019, 0.7020755668047165, 0.6103002569009013, 0.5292120076027533, 0.4583489682888361, 0.3917809953806758, 0.33078200277269654, 0.27486164523632123, 0.2236388849820309, 0.17682125653712352, 0.13418406706292413, 0.09555093033825131, 0.06077653177513011, 0.029732108905337923, 0.0022938474222651364, -0.0216658756999087, -0.04228458473198733, -0.05971343674327665, -0.07411894137934161, -0.08568303163121603, -0.09460184198472237, -0.10108352658008107, -0.10534541632447275, -0.1076107760131596, -0.10810538293011522, -0.10705410958875113, -0.10467765708984475, -0.10118955221042776, -0.09679349124348059, -0.09168108668258043, -0.08603004934036745, -0.08000281771881262, -0.0737456292674988, -0.06738801355797983, -0.061042676140018064, -0.05480573315337197, -0.048757250789520014, -0.0429620404580291, -0.0374706588576842, -0.032320563211165464, -0.027537373800890243, -0.02313619962741129, -0.01912298729443252, -0.015495858293323186, -0.012246405207582429, -0.00936092278463852, -0.006821555168623182, -0.004607345685194838, -0.0026951802669100615, -0.0010606198224948845, 0.00032137950446862226, 0.0014758561352931606, 0.002427338393278276, 0.0031994390272077925, 0.0038145411006433347, 0.004293566593194342, 0.004655818540563488, 0.0049188873260010415, 0.005098611887026058, 0.005209086908859159, 0.005262707608189078, 0.00527024428335155, 0.005240939571191987, 0.00518262204987382, 0.005101830611761103, 0.005003944807988738, 0.004893317010931176, 0.004773403049570766, 0.004646888507997058, 0.004515808539819202, 0.004381659557668717, 0.004245501604651792, 0.004108050709763071, 0.003969760769485477, 0.003830894950623943, 0.0036915867350988904, 0.0035518910438269748, 0.0034118259643865327, 0.0032714057673719245, 0.0031306659764765827, 0.0029896813081441375, 0.002848577320941729, 0.0027075366699362184, 0.002566800741943953, 0.002426667522832579, 0.0022874864134128205, 0.002149650703718837, 0.0020135883164200826, 0.0018797514164071694, 0.0017486053467230239, 0.0016206173684742886, 0.0014962455529778, 0.0013759281712206995, 0.0012600738233422832, 0.0011490525536304794, 0.0010431881357277908, 0.0009427516615138235, 0.0008479565985661262, 0.0007589553723281781, 0.000675837557646565, 0.0005986297243986918, 0.0005272968963205175, 0.00046174558511164214, 0.00040182826776694324, 0.00034734913460515753, 0.00029807085792834403], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [124.51022672365151, 9107.6929866042, 3021.047816860689, 543.1610937374427, -237.4278843454684, -416.7912358181648, -402.5755891490328, -335.9973146143913, -263.84983930905753, -200.11328413905133, -147.64883350734846, -105.7308682294193, -72.92982006448378, -47.35902018932947, -27.78057416139656, -12.82360304671503, -1.5367660357379462, 6.808878952092022, 12.927659302781587, 17.31688081362936, 20.37384762605953, 22.40266142637317, 23.67701626912162, 24.370598348676115, 24.641609512956475, 24.59928610757162, 24.331703924153306, 23.90551185311399, 23.36738111969101, 22.757378759224416, 22.099649003088924, 21.41820194575502, 20.724137897036794, 20.03185789293411, 19.34523725909567, 18.669694366321487, 18.008978527970754, 17.36559995349555, 16.74115764225132, 16.133809339500356, 15.549710897153476, 14.983556124583219, 14.43797682295491, 13.910426710019175, 13.402947490597505, 12.91301748941386, 12.440386921940421, 11.984740688804898, 11.547394221867023, 11.12449268388545, 10.717384976856174, 10.32562089660964, 9.947399019071634, 9.583729546968152, 9.234118893690008, 8.895819552417764, 8.56658588539473, 8.256651553300092, 7.954035414994506, 7.668009060901541, 7.380368042699261, 7.116768757702319, 6.8519570938651935, 6.601670233030643, 6.358022157266706, 6.12748891425043, 5.903002052878692, 5.684605534838168, 5.472307134412705, 5.266082837485397, 5.070753825382183, 4.880858542469286, 4.696344507766024, 4.521297687841635, 4.347101506777631, 4.181784324027828, 4.021111529433933, 3.8649956194148998, 3.7133409404877735, 3.5660455660477726, 3.42300295810355, 3.286869761607833, 3.1518681344843187, 3.020792955878688, 2.8935314739199276, 2.7722484452817873, 2.6521734413800777, 2.5355871712354703, 2.42238318861234, 2.3124577021298895, 2.2039123355868178, 2.100325154563996, 1.998080311999357, 1.9004354844089737, 1.8025982939157927, 1.7091653350267508, 1.6184803162348858, 1.529151071474181, 1.441265521285417, 1.3572784628553087, 1.2746628325411142, 1.1934857779194217, 1.1148433355108056, 1.0386453878646302, 0.963856051310528, 0.8914258047217667, 0.8204016951580971, 0.7508168699498082, 0.6834908625211505, 0.6175809535691063, 0.5531065242856592, 0.49077409389036, 0.42983910369899797, 0.37031035145729907, 0.3121924978143658, 0.25606389818368713, 0.20074121427674682, 0.14735030162615595, 0.09480491074707317, 0.044126684209412334, -0.0056808649615639395, -0.05369101837163527, -0.10081738716790868, -0.1466192157193115, -0.19111627003701334, -0.23469328215984472, -0.27697485953534207, -0.31798587384596466, -0.35806739880518135, -0.3969002660916828, -0.43451255106247283, -0.47147926082787384, -0.5069697978368325, -0.5417970886476794, -0.5754472769652952, -0.608177741720008, -0.6399879193945296, -0.6708795197078553, -0.7008563092820183, -0.7297398565180264, -0.7579146944490445, -0.7851959884575932, -0.811593832709603, -0.8372692707319407, -0.8620694600241677, -0.8860085898016369, -0.9091015549518443, -0.9314848917674722, -0.9531553597318624, -0.9741118104953095, -0.9942524775456751, -1.0136936581232288, -1.0324386756472907, -1.0504922955819647, -1.0675345011812092, -1.0841665817269395, -1.1005710332619945, -1.1159986153869714, -1.1305114867562758, -1.1447681232555866, -1.1581478571858788, -1.1712344005365312, -1.1839777222964631, -1.1954136072801111, -1.2065487445606116, -1.2173421790513415, -1.2273853423962602, -1.2370728999347578, -1.2463738505863573, -1.2546714303186477, -1.2628986408445642, -1.2704636116890597, -1.2774108221371152, -1.2839910428755863, -1.2901863305511956, -1.2959815326657673, -1.3012094885097443, -1.3059093816819922, -1.3102411719960143, -1.3141952720258416, -1.3177641775042603, -1.3208604826548846, -1.323587493875372, -1.325941384052422, -1.3279199295317918, -1.3294864504752057, -1.3306975709598738, -1.3315535885858887, -1.332048020291725, -1.3322077888640729, -1.332027793123421, -1.3315190922549727, -1.3306856249173322, -1.3295320928488157, -1.3280987323513511, -1.3263275273944952, -1.324299548391864, -1.3219352116676637, -1.3193376527510257, -1.3164083269971014, -1.313269430401103, -1.3098058845525633, -1.3061561859052393, -1.3021909670877894, -1.2979860394239093, -1.2936292173319885, -1.2889734609557613, -1.284103990230102, -1.278943978531967, -1.2736714156374511, -1.2681224153852546, -1.2623915192228425, -1.256487565089497, -1.2503267582224602, -1.244008255761403, -1.2375407710567115, -1.2308380828894152, -1.2240021643004662, -1.217041360291033, -1.209867981169632, -1.2025853096601569, -1.195105251894885, -1.187435531799946, -1.17967977794643, -1.1717499868134464, -1.1637492955535245, -1.1555899970247225, -1.147280142554196, -1.1388278453011993, -1.1303342702193822, -1.1217131871373438, -1.1128808878618146, -1.104120176914375, -1.0951639463615108, -1.0861115533075503, -1.0769705996191217, -1.0677485539978209, -1.058452736224522, -1.0490903034706893, -1.0395838717572363, -1.0301100192522412, -1.020507713737183, -1.0107866370488292, -1.0011164275522242, -0.9913419642913243, -0.9814724647853035, -0.9716702021846098, -0.9617107472820539, -0.9517548015448537, -0.9417341988631387, -0.9317290813314546, -0.9216024509924751, -0.9115047121909057, -0.9013714878223249, -0.8912100655797296, -0.8810274828146376, -0.8708305215224006, -0.8606257048395026, -0.850419294933289, -0.8402172921654827, -0.8299653507048138, -0.8197313424231462, -0.8094626828702692, -0.7992243535637416, -0.7889654963057908, -0.7787482323561853, -0.7684701372159352, -0.7582981341392002, -0.7479771569719794, -0.7378733553909761, -0.7274909304427779, -0.7173333960258537, -0.7073936970425325, -0.6972069202445336, -0.6872442468570628, -0.6770605033435078, -0.6671058855765051, -0.6569545309479499, -0.6470361217405962, -0.6373427436070276, -0.6274766013738585, -0.6174573155978144, -0.6076755857523206, -0.5977600754299655, -0.5880827261751126, -0.5782893759463285, -0.5687338824393564, -0.5590786502768442, -0.5496601481015724, -0.5401567278763504, -0.5305831658788169, -0.5212507912635201, -0.5118606920888086, -0.502708355549678, -0.4935094709052197, -0.48427631114437764, -0.4752816243496139, -0.46600749739419867, -0.45722749055839984, -0.44818919555232206, -0.4393911565400106, -0.4305953603125003, -0.4218108069767859, -0.4130459902479234, -0.4045191116971218, -0.396015879462941, -0.38754363595390645, -0.3791092652200308, -0.3707192030343917, -0.362562202803377, -0.35427313976080466, -0.346217830002674, -0.33821861691997235, -0.33028021955348985, -0.32224866843270006, -0.3144491519684392, -0.3067223613691613, -0.29907163675163073, -0.2915000091297508, -0.28387359066971757, -0.2764720849997121, -0.2690282908221717, -0.26180525615676536, -0.2545510023432716, -0.24739535245600736, -0.24033926259708252, -0.23338349610751644, -0.22642150827071064, -0.21956735780575717, -0.21282100828772885, -0.20608475389211656, -0.1994618464342393, -0.1929515875141016, -0.1865531828772624, -0.1800939013612266, -0.17383858428707424, -0.16761667492391183, -0.16143447575555564, -0.1553732915785875, -0.14935812782941624, -0.1434647857732272, -0.13762265039443658, -0.13190236322910665, -0.12617343215107485, -0.12056988147442661, -0.11502902537747332, -0.10961191980897332, -0.10420367668493222, -0.09892080533591795, -0.0936555188011519, -0.08851626495984574, -0.08340199181351861, -0.07841357220435782, -0.0735018632543529, -0.06862403475222718, -0.06382803538750381, -0.059114471759051414, -0.05448377479689769, -0.049898032191188865, -0.04543505145536217, -0.04098415770483354, -0.03662130583269986, -0.03234597082201227, -0.028125647657674238, -0.023993780562285794, -0.019919824196841893, -0.015906003116406272, -0.011981783751277517, -0.008092825941117798, -0.004294670575456127, -0.0005611264671567288, 0.003106698964488056, 0.006707899115511068, 0.010241754900050463, 0.013728838652571284, 0.01712573850946576, 0.02047371029879644, 0.02375162495612551, 0.026977673425479964, 0.030132614209307487, 0.03323356043716884, 0.036263009444018515, 0.039252464690813095, 0.04215457074470805, 0.04504314722851721, 0.047830370714739064, 0.050507604632041556, 0.053206617888136236, 0.055917652588274525, 0.05840024753591604, 0.060896775770128114, 0.06339881765758966, 0.06579650398687348, 0.0681933061874467, 0.07048863846779808, 0.07268806095495206, 0.0748827097943656, 0.07698433332281882, 0.0790767682366149, 0.0811546277576232, 0.08314106015203704, 0.08504116187992568, 0.08692551239675424, 0.08878988356237028, 0.09057044485992274, 0.09232920543028034, 0.09406276656572606, 0.0957160072829003, 0.09729350223249861, 0.09889429852692395, 0.10037369883902603, 0.10187146447344816, 0.10329726467567184, 0.10469419559013748, 0.10606046546394157, 0.1073593483127778, 0.10862820157011445, 0.10986568323342956, 0.1110706405547314, 0.11221357621261922, 0.11332521852728779, 0.11440475209191245, 0.11545151116111257, 0.11644204324496658, 0.1174230834975239, 0.1183496517979795, 0.11924436704237953, 0.12010702829147421, 0.12093753346436814, 0.12173587142460339, 0.12250211434141013, 0.12323641035387023, 0.12393897655883127, 0.12461009233729359, 0.12525009302862325, 0.12585936395728595, 0.12643833481279326, 0.1269874743801583, 0.1275160681479352, 0.1280064461974846, 0.12847614609274105, 0.12891705579227575, 0.12932985851560536, 0.1297152470088867, 0.1300739206315422, 0.13041146303287243, 0.1307227953346508, 0.13101268307590738, 0.13127708835963567, 0.13151684035973327, 0.1317355688815543, 0.1319305615381122, 0.13210266202920992, 0.1322563263532348, 0.1323860237676735, 0.1324971862613835, 0.13258612782055942, 0.13265662746575363, 0.13270711394081447, 0.1327387051477104, 0.13275160239348885, 0.1327462101114359, 0.13272303006217645, 0.1326823496811969, 0.13262448896104784, 0.13254979644423304, 0.13245864544480612, 0.13235254745031874, 0.13222980683469046, 0.13209183325807905, 0.1319390663734987, 0.1317719551807742, 0.131589293352727, 0.13139478024956014, 0.13118548206443512, 0.13096164408222158, 0.13072748396875378, 0.13047962301323368, 0.13021836890407373, 0.1299461895564384, 0.12966139645367822, 0.12936656973375465, 0.12905993793163442, 0.12874187867645115, 0.1284150960616094, 0.1280753831158734, 0.12772779110306293, 0.12737040546344383, 0.12700362989499145, 0.126625471620213, 0.12624112539736734, 0.12584619705492062, 0.12544349402343746, 0.12503342092314246, 0.12461396762060878, 0.12418794530523657, 0.12375334750769065, 0.1233129715759917, 0.1228648175596093, 0.12240928994010336, 0.12194679176177019, 0.12147304793300326, 0.12100712335507399, 0.12052145440354389, 0.12003959995213562, 0.11953905360674416, 0.11904299804058904, 0.11855154650217649, 0.11804277559590919, 0.11753921188707732, 0.11701936630328379, 0.11648399967715521, 0.1159759649245035, 0.11543214219040532, 0.11489511911754294, 0.11436486907832485, 0.11382135031752788, 0.11328503399998677, 0.11273638759081449, 0.1121761405634568, 0.1116239220356118, 0.11107961737829722, 0.110506389117367, 0.10995998638727258, 0.10938602952748823, 0.10882105829589031, 0.10824765341588218, 0.10768341664075803, 0.10711146222009035, 0.1065324056891075, 0.10596297993006656, 0.10537123326927332, 0.10480531017444891, 0.10421819659781868, 0.10364133685303896, 0.10305967416651736, 0.10247372031177468, 0.10188397090366051, 0.10129090487211365, 0.10070871575028705, 0.10012360350191407, 0.09953600108831942, 0.09894632476666422, 0.09835497398156223, 0.09776233133954987, 0.09716876265906757, 0.09658662599002792, 0.0959920000072275, 0.09540899359426709, 0.09481458901689276, 0.09422084862379004, 0.09363891113784312, 0.09304707365263108, 0.09245666857297015, 0.09186792206325138, 0.09128104663921784, 0.09068643313962464, 0.0901040860297661, 0.08951475915589646, 0.08892841188591977, 0.08834518385012002, 0.08776520393769632, 0.08717994716183405, 0.08659852923781196, 0.08601275854509907, 0.08543134542405938, 0.08485434867439146, 0.08427406187894432, 0.08369861923097831, 0.08312062105302985, 0.08254783280651902, 0.08197315152025486, 0.08140398837748558, 0.08083352695824814, 0.08026219108021841, 0.07969688255792028, 0.07913119263450857, 0.07856548815710257, 0.07800011570916189, 0.07744134262342314, 0.07687746154327614, 0.07632051498877299, 0.07576484113160933, 0.07520527753045134, 0.07465303896832774, 0.07410280515235178, 0.07354972639979837, 0.07300424144292296, 0.07245651959348233, 0.07191178652387153, 0.07137019224480766, 0.07082736541198746, 0.07028814837816949, 0.06975264875581999, 0.06921675989569966, 0.06868496703913997, 0.06815333003877662, 0.0676221905728665, 0.06709569552105249, 0.06657014112487335, 0.06604581506898556, 0.0655265499893106, 0.06500538656501163, 0.06448960613816732, 0.06397255087988762, 0.0634611422581546, 0.06294901228754608, 0.06243965175483153, 0.06193321996188448, 0.06142986323024262, 0.060926842545185114, 0.060427289654822185, 0.059928573149088386, 0.05943365667675436, 0.05894001302274977, 0.05844790104486697, 0.057957562137093376, 0.05747649495938032, 0.056997285173903955, 0.056506277120543714, 0.056027205467933, 0.055537579701076895, 0.0550599668867783, 0.054593860201689506, 0.054118352347642604, 0.05365438751220221, 0.053182036607244354, 0.05272121607535751, 0.052252935049427754, 0.051796127875898684, 0.0513503122706436, 0.05088065459435576, 0.05043950745009753, 0.04997609974286108, 0.049540225166786314, 0.04908356028738767, 0.04863829662303552, 0.048203947395922944, 0.04776561938298667, 0.0473239315179007, 0.04689319147279269, 0.046459548900171115, 0.046023549767949236, 0.04559842998075133, 0.04517131794321875, 0.04475478812592878, 0.04432479494899238, 0.043917167400108204, 0.04349693867813811, 0.043076299584075294, 0.04266627350190561, 0.04225601603192531, 0.041855996979386044, 0.04144602845207446, 0.04104642339960565, 0.04064735368019908, 0.04024909861818608, 0.03985191941646048, 0.039456059779247585, 0.039070210610304974, 0.038677437126388055, 0.038294659749702725, 0.03790577384138418, 0.037526829810732035, 0.03714995603485052, 0.03676805629714728, 0.03639595760665334, 0.036026350628152966, 0.035652646607280236, 0.03528200600147301, 0.03492087832859994, 0.03455644499820238, 0.03419530674401828, 0.03383752229441184, 0.03347740965729932, 0.033126626297398015, 0.03277388455709046, 0.032424936429701685, 0.03207463500492827, 0.031733442585486146, 0.03139116939677317, 0.031048196418375893, 0.030709524001307238, 0.030375122384934308, 0.030040556728796988, 0.02971042426199802, 0.029380503704057134, 0.029055138818979333, 0.028730312504016527, 0.02840627634535764, 0.028087014912285355, 0.027768797211651555, 0.027451833089795274, 0.0271397765601826, 0.02682916443184965, 0.026520170087603608, 0.02621295375963654, 0.025907663103115715, 0.025604433770767796, 0.025306330694994755, 0.025007506633683684, 0.024711086587120252, 0.024417163814631777, 0.024125822342226547, 0.023837137480475414, 0.0235511763263056, 0.023265569494023256, 0.022982929160993544, 0.022703295060045255, 0.022424464655255834, 0.02214882299322265, 0.021874271447951617, 0.021603052874911415, 0.02133316835970571, 0.02106672688987285, 0.02080182511051325, 0.020538605083591534, 0.020277197391297068, 0.020017721664564246, 0.019761979544549686, 0.01950663844235632, 0.019253528977214926, 0.019004287534110948, 0.01875583264127293, 0.01850835900560883, 0.018264904605083378, 0.01802261874546772, 0.017783011535226264, 0.017544805090911508, 0.017309413429667898, 0.017075617270102292, 0.01684353634877984, 0.01661328013386706, 0.016382675262355737, 0.016158631328015857, 0.015940850403767297, 0.015718615648638114, 0.015492544346753805, 0.015282893691308136, 0.015059843912172924, 0.014852624784075476, 0.014642103559598935, 0.014428790863613303, 0.014221675019918592, 0.014012211850286959, 0.013808862256305393, 0.013611344308358517, 0.013411828156832317, 0.013210714076222832, 0.013015502671632834, 0.012819004438054442, 0.012628276489374615, 0.012436536065595942, 0.012250423168884878, 0.012063538972580352, 0.011882131588721076, 0.011700164239585711, 0.011517904658403634, 0.01133560462114507, 0.011158775869599694, 0.010987162438850314, 0.010810580345023423, 0.01063932808635089, 0.010473155651857642, 0.010302752114525731, 0.01013750553400633, 0.009972906875689786, 0.009809110720871388, 0.009650269897861096, 0.009488372665089905, 0.009331444691981047, 0.009179250910760953, 0.009024479312731402, 0.008871000960556647, 0.00872223571732485, 0.008571506826099178, 0.0084254493594078, 0.008280811050686034, 0.008137660284368709, 0.007996058454470581, 0.007856060340604853, 0.007717714477770208, 0.007581063518205562, 0.007443639874209584, 0.007310563463833818, 0.007179275704076461, 0.007049799181318163, 0.006919948914813302, 0.006792082359525043, 0.006668268334853448, 0.00654431230870553, 0.006420410034521255, 0.006300488605942182, 0.0061807291693420875, 0.0060630513511276355, 0.005947437923916479, 0.005832227373518192, 0.005719148136168678, 0.005606636038874691, 0.0054963003063371535, 0.005388107004042354, 0.005280630854864506, 0.005175318982176289, 0.005070830906010412, 0.004967255725664779, 0.004865889955962491, 0.004765510458083419, 0.004667322813427605, 0.004570178258275992, 0.004474136787488609, 0.004379252238259064, 0.004286562817717906, 0.004194096747923505, 0.0041038402622812845, 0.0040148384969136254, 0.00392712213703248, 0.0038407174916097555, 0.0037548431205598858, 0.0036711524326644763, 0.003588827957838529, 0.003507158298690247, 0.0034269251691911784, 0.00334813159525582, 0.003270778053697414, 0.0031942361278865534, 0.003119172541218195, 0.003045579002680753, 0.0029728833497778434, 0.0029011342103722458, 0.002830897298016431, 0.002762154312522287, 0.002693914953000494, 0.002627200296688225, 0.0025615349375123163, 0.0024969431189164255, 0.002433445328813391, 0.002371058541388731, 0.0023101843322341216, 0.0022500431405710146, 0.0021910455916694703, 0.002133196857867254, 0.0020761666618734622, 0.0020203136919496297, 0.001965635060935835, 0.001911829578845832, 0.0018592099715080892, 0.0018074929528326858, 0.001756699778591065, 0.0017068482831098296, 0.0016586831623350699, 0.0016109610211945044, 0.0015628510393967112, 0.0015188336254157696, 0.0014723347714353484, 0.0014297263425186023, 0.0013849423201255885, 0.0013438477781437654, 0.00130260759610849, 0.0012613494458733106, 0.0012234192878215501, 0.0011838790188159953, 0.0011460012308819668, 0.0011096942055084473, 0.0010735095838905215, 0.0010388425920477764, 0.0010043598181092447, 0.0009701421223834695, 0.0009374065729088757, 0.0009049761054818397, 0.000873961356962327, 0.0008442830746889003, 0.0008139526949547085, 0.0007849818625308606, 0.0007572931330362436, 0.0007291462591708581, 0.0007030859549589315, 0.0006766509210067016, 0.0006514337451462101, 0.0006266729679277776, 0.0006023987404178032, 0.0005792644097096893, 0.0005566055178691066, 0.0005344444910541643, 0.0005133421121771049, 0.000492720073208221, 0.000472594463016669, 0.00045297862393207483, 0.0004338833129148125, 0.00041573780182927643, 0.00039768474453093477, 0.0003805506539608365, 0.0003639191303404042, 0.00034779285607677173, 0.0003321727981554281, 0.00031705834492121117, 0.00030244743856794456, 0.0002886113505505621, 0.0002749813017968559, 0.0002618418858049022, 0.0002491864625855464, 0.0002370075298876631, 0.000225296823076079, 0.00021404540915931605, 0.00020324377502258843, 0.00019288190996238075, 0.00018278607949906447, 0.0001732816321882665, 0.00016403958139340512, 0.00015507471443927735, 0.0001466540094814913, 0.0001385004767703401, 0.0001307357778183919, 0.0001233459206274663, 0.00011621852526015226, 0.0001094510626631627, 0.00010302903182703861, 9.685761210814574e-05, 9.09389125227176e-05, 8.534376921013603e-05, 8.005722021233254e-05, 7.500382720351723e-05, 7.018223685866052e-05, 6.564281157445474e-05, 6.1322062823854e-05, 5.721661373525919e-05, 5.3322368376393654e-05, 4.967360045284269e-05, 4.622019533645188e-05, 4.295697591968003e-05, 3.9909174032254455e-05, 3.700682624210554e-05, 3.4303312723473405e-05, 3.173771862230595e-05, 2.9331915294162827e-05, 2.709959576807979e-05, 2.499161507407776e-05, 2.3023414611067165e-05, 2.1188285055585247e-05, 1.946526041274526e-05, 1.7877677975635985e-05, 1.6391528165118333e-05, 1.500373019949082e-05, 1.37306049679936e-05, 1.2536156448023885e-05, 1.1443819968018343e-05, 1.0423095157454277e-05, 9.485837716407203e-06, 8.620268609739212e-06, 7.828081727735836e-06, 7.099051213819915e-06, 6.429595684087333e-06, 5.816161630639333e-06, 5.25524861408703e-06, 4.743430941973898e-06, 4.277376017085537e-06, 3.853859560524618e-06, 3.4675576521670207e-06, 3.1201862439615607e-06, 2.8046689652407877e-06, 2.5189202320311685e-06, 2.2622370028797236e-06, 2.0321067118849824e-06, 1.825122946478776e-06, 1.6394788118528839e-06, 1.474244017220316e-06, 1.326742501547726e-06, 1.1929714913650463e-06], 'MSE': 17751.098345082002, 'R_2': 0.8712441351199036, 'U_norm': [-201.61544804084454, -56.87550321864448, 0.046217643582708495, 0.02788461272458269, 0.021998177728800018, 0.02361122655384517, 28.350074779544247, 117.61267672624975, 111.18132310736674, 17.810939703500356, -0.02170136836415045, -0.023306870551696557, -0.02396771272119711, -0.023684474249636458, -0.022616991734857442, -0.024421271930866205, -0.01745135573346381, -3.502993981862052, -9.925331529534418, -2.5596851404084617, 0.01147770543908476, 0.006299650260422812, 0.012778363927452446, 0.0174196264619673, 0.020531571260514657, 0.02298200060318289, 0.02488545440207039, 0.02602711349301475, 0.026439556946729472, 0.02621527284565465, 0.02546723585446623, 0.14667591241800826, 0.021129925974944768, 0.02126316287232666, 0.01955863121083508, 0.01783828239493844, 0.016154518468881156, 0.014497820173479998, 0.013024859721964863, 0.011710851225484814, 0.01046892635382991, 0.009246564268915795, 0.008182270327802006, 0.007253914723508734, 0.006408712240228567, 0.005638698016213452, 0.004901607477302903, 0.004250349732304538, 0.0036812154423579635, 0.0031465768442809554, 0.0026566653377816797, 0.0022075427304512744, 0.0017961487291682438, 0.0014201344066109298, 0.0010776951492539536, 0.0007674143166635946, 0.00048812481925906797, 0.00023879250529309972, 1.842296402407131e-05, -0.00017400880489917898, -0.00033960732336806455, -0.0004795866046699455, -0.0005952839658295412, -0.0006881605959896318, -0.0007597917431554304, -0.0008118491908115406, -0.0008460784253601718, -0.0008642725910405757, -0.000868245011066722, -0.0008598017420160322, -0.0008407153378954681, -0.0008127007323546036, -0.0007773939058169793, -0.000736333788048137, -0.0006909476578967831, -0.0006425401351248456, -0.0005922857212473279, -0.0005412247289779823, -0.0004902623494243038, -0.00044017053636478476, -0.000391592338918924, -0.00034504828790111276, -0.00030094442786071825, -0.00025958159531336056, -0.00022116555875814728, -0.00018581766566175, -0.00015358567598633502, -0.0001244545025484274, -9.835662144463796e-05, -7.518195936642004e-05, -5.478710756431319e-05, -3.700375316200679e-05, -2.164625624778445e-05, -8.518335022363852e-06, 2.5811494659277017e-06, 1.1853292516884794e-05, 1.9495092594019914e-05, 2.5696194752680402e-05, 3.063636786970686e-05, 3.4483646171750874e-05, 3.7393061387973636e-05, 3.950589013278454e-05, 4.0949342338832436e-05, 4.1836619030836604e-05, 4.2267272005010957e-05, 4.232780257650041e-05, 4.209244269483999e-05, 4.162406734136654e-05, 4.097519342614606e-05, 4.018902664632389e-05, 3.93005229448697e-05, 3.833743770446378e-05, 3.732134010995477e-05, 3.626857543407568e-05, 3.519116206820164e-05, 3.4097613715476e-05, 3.299368114043543e-05, 3.188300979852497e-05, 3.0767713305729924e-05, 2.9648863717930722e-05, 2.852690213075642e-05, 2.7401973814028257e-05, 2.6274193381579724e-05, 2.5143846140846594e-05, 2.4011532174615388e-05, 2.287825990260177e-05, 2.1745496313278008e-05, 2.0615180097330446e-05, 1.948970451896055e-05, 1.8371875779881426e-05, 1.726485257673523e-05, 1.6172071757094265e-05, 1.5097164869173917e-05, 1.4043869301108844e-05, 1.301593784590261e-05, 1.2017049489048593e-05, 1.1050724190309822e-05, 1.0120243608960329e-05, 9.228579744156479e-06, 8.378332973809148e-06, 7.57168056389371e-06, 6.81033697260094e-06, 6.095526400125808e-06, 5.42796826405472e-06, 4.807875959529307e-06, 4.234968575775877e-06, 3.7084952644257792e-06, 3.2272711990647915e-06, 2.7897237403453865e-06, 2.393946798264087e-06]}, 'iteration_47': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-25240.298441689305, -7210.534344910805, -12.48200776362926, -8.378105130060808, -9.200020865619772, 21.416128396502693, 6811.514918054004, 11988.906454364116, 11104.178335959068, 4684.835213212113, -22.59330463462156, -3.241932364951819, -0.5897226580243854, -0.018465142240720236, 0.7431383987690608, 0.8981793649654889, 1.81681358944167, -545.2144430511275, -1257.3716854602837, -245.96876661365957, 1.781261754867975, 2.3222004606843227, 2.7055759574026434, 2.97599314830418, 3.1206157120555154, 3.258759534019316, 3.4048387932540156, 3.3187720365777555, 3.350366016519697, 3.3472113718702956, 3.249440915220948, 3.0472739210000843, 3.7528973203142297, 3.589633800462265, 2.6812236914085292, 2.5121383871487244, 2.3340889140788277, 2.14952069161286, 1.9741732887758763, 1.81559118017026, 1.6580086388806472, 1.4945371773349927, 1.3439357207434626, 1.205973040608806, 1.0771335522764416, 0.954834608468497, 0.8286568686786976, 0.7163127719306055, 0.6163455694914355, 0.5230814306277124, 0.43314228033381585, 0.3499642284556752, 0.2735658368376557, 0.20387217329067023, 0.14099567768458346, 0.08449884916244044, 0.03478134333552499, -0.008331368379947718, -0.045046221347675025, -0.075773827465592, -0.10122991007623255, -0.12147370343763401, -0.13689740002630493, -0.14792401666673952, -0.15499166601189196, -0.15854497048697952, -0.1590269986254525, -0.15687193527813506, -0.15249863297589925, -0.14630513734011277, -0.1386642321216616, -0.12992000949810104, -0.1203854378671944, -0.11034087169744716, -0.10003342651478936, -0.08967712615890815, -0.07945371889659934, -0.06951405358122664, -0.059979905783499085, -0.05094614678850719, -0.042483154041122455, -0.03463936997388375, -0.027443926211630876, -0.02090926091825521, -0.01503366884032447, -0.009803734858578977, -0.005196613064481534, -0.00118212368782489, 0.0022753505026340656, 0.005215178398705189, 0.0076790084481899975, 0.00970950735886892, 0.011349302016015968, 0.012640113243893792, 0.01362206734801304, 0.014333169466221343, 0.01480892175258975, 0.015082068921810727, 0.01518245389420616, 0.015136966784525408, 0.014969571329731514, 0.014701393929685558, 0.014350861663713216, 0.013933876953586104, 0.0134640179481014, 0.012952754986033443, 0.012409674842961805, 0.011842705844375401, 0.01125833808148326, 0.010661834139472757, 0.010057426813763624, 0.009448501129753005, 0.008837758929899712, 0.008227364926661597, 0.007619073849900762, 0.007014338797260948, 0.006414401390218292, 0.00582036469990876, 0.0052332502216979335, 0.004654040381562494, 0.004083708184698638, 0.003523235716361907, 0.0029736231482424868, 0.0024358899207742794, 0.0019110696888160882, 0.0014002005151869674, 0.0009043116997435787, 0.00042440846370593696, -3.854443989988793e-05, -0.0004836392860739426, -0.0009100413564478245, -0.0013170037587775755, -0.0017038806214227588, -0.002070138325704471, -0.002415364551204343, -0.002739275008609497, -0.0030417178013170325, -0.003322675444798199, -0.0035822646058203894, -0.003820733651020929, -0.004038458166583251, -0.004235934519890324, -0.004413771650715053, -0.0045726812125377, -0.004713466224152816, -0.004837008428329737, -0.004944254582248273, -0.00503620192737118, -0.0051138832042691915, -0.005178351553475894], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [124.66466825326722, 9107.28319688595, 3020.9016007072905, 547.8450188647105, -234.3679450946074, -417.0505561008977, -405.09755963953853, -339.4441834394528, -267.3878602852967, -203.38850480037956, -150.58774272840847, -108.38035425275088, -75.369465773529, -49.65925825321882, -29.992891810039428, -14.978070589445904, -3.646799796571287, 4.741697275842362, 10.909938567141866, 15.359765977113366, 18.49054197046115, 20.606049337756296, 21.980304143597905, 22.784141423585453, 23.175269706764848, 23.260165282478702, 23.124860170062313, 22.834089759296525, 22.433599680765187, 21.96111318835858, 21.440226164485324, 20.89304956780601, 20.330485558045236, 19.765463583564635, 19.20193134953177, 18.64478584320093, 18.0973723141643, 17.561898882875695, 17.03975014384579, 16.52938168006339, 16.035963279369017, 15.555008374838586, 15.0887374936817, 14.634974009393435, 14.195490925049732, 13.768141091801132, 13.352743444815943, 12.949078296773587, 12.558406772854887, 12.177380305814719, 11.807306739154955, 11.44790544893988, 11.097649154001711, 10.757612592788247, 10.427503873362348, 10.104875710659925, 9.787681625066774, 9.48601378628893, 9.188436594843914, 8.90427295709477, 8.615519459928219, 8.348147896034002, 8.076777887171275, 7.817637214157527, 7.562797073569761, 7.3192561457248795, 7.079772387605749, 6.844517131567172, 6.613632351872797, 6.38723299387786, 6.170832347156371, 5.958593960775784, 5.750595511567571, 5.551639561958843, 5.352067898887033, 5.161206854606521, 4.974346689800726, 4.79150811181666, 4.612699110153103, 4.437916265177283, 4.267145972669407, 4.103696265073661, 3.9407310779802063, 3.7816939082075387, 3.626540745838641, 3.478016321140037, 3.330358598793817, 3.1864295141354093, 3.046167949186396, 2.909510133145769, 2.7741452821682424, 2.6445909549608873, 2.5163768280852183, 2.393633851542272, 2.270374331088817, 2.1524219450049666, 2.037727040332992, 1.9245563329140054, 1.8130427810298488, 1.706328107628922, 1.6012259562624764, 1.4978386108893063, 1.3975799635762067, 1.3003533424401998, 1.2048517768718954, 1.1123023146852586, 1.021499576858226, 0.9324963100485317, 0.8463510069933358, 0.7619947757123521, 0.6794606258145186, 0.5996607468684405, 0.5216490026899973, 0.4454430934644396, 0.3710549681598942, 0.29923014882284527, 0.2284594566374897, 0.16018774593242793, 0.09303028463413653, 0.028296671262291486, -0.03528244719298809, -0.09652099650333644, -0.15658153837291763, -0.21489918814020084, -0.27149701984372443, -0.3268618303171587, -0.38051441853696627, -0.43248525300505575, -0.4832048956819399, -0.5322680979356623, -0.5797101951430967, -0.6262547449511696, -0.6708554504095029, -0.7145337528599699, -0.7566442992270086, -0.7975096031649047, -0.8371286406593439, -0.8755035191040131, -0.9126391905731184, -0.9483161875469832, -0.9830103088761064, -1.0164939840448424, -1.048780999410809, -1.0800689629682843, -1.1101725404498752, -1.1391112292580607, -1.166905546849572, -1.1937215460671988, -1.2195562949170544, -1.244409704879743, -1.2681637139042912, -1.2909583988497808, -1.3127997736198944, -1.3336958121960065, -1.3532828756911384, -1.3722559314724039, -1.3908169199614455, -1.4081197063618438, -1.424246504516061, -1.4399310865800616, -1.4544927705328687, -1.4685696657427407, -1.482100499003891, -1.4940757346655476, -1.5055641457315303, -1.5165164916920426, -1.5265225611158801, -1.5359806402899416, -1.5448547795429834, -1.5525736050075165, -1.560011628696626, -1.5666285037447203, -1.5724824145176353, -1.5777921637696275, -1.5825389268047572, -1.5867075732614548, -1.59018822906757, -1.5930317177013225, -1.595346036209595, -1.597123152581537, -1.5983577459045948, -1.5990354155854267, -1.5991966800952344, -1.5988408427539162, -1.597969248723356, -1.596626461486601, -1.594798696900373, -1.5924903379384463, -1.5897798482226941, -1.586538385764458, -1.5829272994977754, -1.5788816237340306, -1.5744100098796803, -1.5695219972398786, -1.5643459779934485, -1.5586625040519122, -1.5527239414051923, -1.5462892807915949, -1.5396326544852357, -1.532494809443979, -1.5251678063316838, -1.5173772072477483, -1.5094295148483572, -1.5010379060872574, -1.4923642697830883, -1.4835796879000058, -1.4743834124370772, -1.4649444590053786, -1.4551141089419746, -1.4452275954192506, -1.4349737700363798, -1.4245271779596633, -1.4139003918653084, -1.4029421197318799, -1.3918281822678116, -1.3805706044226234, -1.3690185700923478, -1.3573470513923758, -1.3455672407701396, -1.3335298552341546, -1.3214073080878421, -1.3090519567890104, -1.2964772896952836, -1.2838520803386742, -1.2710318781643346, -1.2581822516825543, -1.2451611111041259, -1.2319814767822823, -1.2186562591943362, -1.205343605529065, -1.1919069946575929, -1.1782169632571893, -1.1647104529649979, -1.1509741905575175, -1.1371612566611797, -1.1232827690755796, -1.1093495247771978, -1.0953719856602355, -1.0813602670649667, -1.0671987348536613, -1.0531496833568097, -1.0389734898151068, -1.0246852030328424, -1.0105332463621037, -0.9962896356808657, -0.9819682747328076, -0.9678035987588272, -0.953470890976161, -0.9392016468278591, -0.9248976333661053, -0.9106726817669365, -0.8963319807638361, -0.8820884335905192, -0.8678504742392821, -0.8536281122778352, -0.8394308984097258, -0.8252679255808187, -0.8111478319872985, -0.7970788057889033, -0.7830685913378083, -0.7690424450341169, -0.7550930483835322, -0.7411484680846493, -0.7272966328702302, -0.7134683486771177, -0.699746917592305, -0.6859946862102257, -0.6724344554788261, -0.6587263333293704, -0.6453559843711362, -0.6316676465530147, -0.6183254589205083, -0.6053168796699514, -0.5920336251407576, -0.5790902521401678, -0.5659083858164297, -0.5530707372327172, -0.5400279320409138, -0.5273318616414272, -0.5149692436978033, -0.5024324941089491, -0.4897489979075103, -0.4774129067238139, -0.46495535886762696, -0.4528431096588538, -0.44063223858101264, -0.42876332602565764, -0.41681631751127163, -0.4052068446073284, -0.39353764592650387, -0.38182828200807956, -0.3704586368050202, -0.3590635708057648, -0.348000726971716, -0.33692544343212244, -0.3258534612772421, -0.31511077189585446, -0.30407953837719626, -0.29367874896303436, -0.2830158261708711, -0.27267950763283944, -0.2623888556696554, -0.252154786380241, -0.24198747280530986, -0.23213862572329177, -0.22235930303327664, -0.21265807387160426, -0.20304285445481993, -0.19352092829364753, -0.18430497515094876, -0.174982290576658, -0.16596412148288492, -0.1570499454747405, -0.14824473176841105, -0.13937859809411968, -0.1308100799467872, -0.1223624028342604, -0.11403870126102156, -0.10584170783945389, -0.09762698362504706, -0.0896951283999295, -0.08175902025514177, -0.0740983549542955, -0.0664450517732735, -0.05893626196263588, -0.0515720759003454, -0.0443523581410935, -0.03716650204430799, -0.030132154249412967, -0.023248198725564065, -0.01641472397098438, -0.009736209496661347, -0.0032107601474078663, 0.0031636084026925573, 0.00955856814080895, 0.01571236381401209, 0.02179411627450101, 0.02779744726114805, 0.033644023916657516, 0.0394068675747766, 0.045014058250230915, 0.05053353914478721, 0.05589934105412426, 0.06123402996525573, 0.0664130072826682, 0.07149515347902946, 0.0764254131239386, 0.08130872453829574, 0.08604029198891776, 0.09071714923147367, 0.09524348610129382, 0.09970890293023789, 0.10402594138737926, 0.10823835663571801, 0.11238304314205719, 0.11641948425333344, 0.12034798785502948, 0.12416904392792753, 0.12791432894779, 0.13152121261176145, 0.1350796406254278, 0.13852894920746336, 0.14187062362064157, 0.14513071444664766, 0.14828406425470883, 0.151354716318919, 0.15434133875980885, 0.157222825369624, 0.16003954158501338, 0.162751762784098, 0.16537915839135456, 0.1679215514411402, 0.17037896639762662, 0.1727516127176998, 0.17505368967108342, 0.1772573338544467, 0.1793901624001554, 0.18143924578347295, 0.18341655345331798, 0.185310934915195, 0.18713336907094757, 0.18887431165315885, 0.19055235209889612, 0.1921417470247823, 0.19368322640054195, 0.19513055938575377, 0.1964820252453192, 0.197804255904496, 0.1990897654709573, 0.20022768121713033, 0.201332268733229, 0.20239736446031292, 0.20337665363111038, 0.20431300071119488, 0.20516770818755373, 0.20594611149248124, 0.20668111668032904, 0.20734381123047474, 0.20796140257979875, 0.20853066935102585, 0.20903150951951394, 0.2094685983029694, 0.2098591438450144, 0.2102009664407053, 0.21048349263322833, 0.21071779488833992, 0.21090243058760466, 0.21103289947016032, 0.2111131520768259, 0.21114747456441377, 0.21113414849075213, 0.21107351190128862, 0.21096862398818456, 0.21081801715269813, 0.21062153294074382, 0.21038625018907411, 0.2101072701297678, 0.20978475357123885, 0.2094190043798517, 0.20902105947832267, 0.2085823645859447, 0.20810342949481955, 0.20758486583475916, 0.20704062759228092, 0.20644554836353765, 0.20582743877864737, 0.20517384441262118, 0.20448562180183738, 0.203763679640148, 0.20300897120343644, 0.20222248721143657, 0.2014052491368143, 0.20055830296527952, 0.19968271340516736, 0.19877955854042473, 0.1978499249172098, 0.1968949030512707, 0.19591558334085632, 0.19489542080098132, 0.19387069042526314, 0.1928071704482256, 0.19172360663310525, 0.1906210931524282, 0.18950070235599872, 0.18836348324299046, 0.1871927415930554, 0.18600729812780858, 0.18479056332469423, 0.18356127283548856, 0.18232040840623454, 0.18105158638566446, 0.1797732698922563, 0.17848636248076485, 0.17715779383077804, 0.17583970790553854, 0.17448245301205315, 0.17313730929573878, 0.17175545985682797, 0.17037102059968434, 0.1689686646021786, 0.16754958540500414, 0.16613063865356192, 0.16469694266371032, 0.16324963081004026, 0.1617898167091466, 0.16031859185037922, 0.1588370235221356, 0.1573606703217008, 0.1558613091154259, 0.15435464300391175, 0.1528416275201421, 0.1513231875407644, 0.14978672248672675, 0.14826028907902025, 0.1467179368992641, 0.1451610865757837, 0.14361644931867484, 0.14205922232691065, 0.14049072345310817, 0.13892427434980692, 0.13734866617741845, 0.13577673456562322, 0.1341976102091343, 0.13261242410996385, 0.13103328743002382, 0.12943900988485899, 0.12785244456443257, 0.12626354519370844, 0.12467324520932177, 0.1230724020609301, 0.12148213187150332, 0.1198833648530389, 0.11828690485056384, 0.11669348115146537, 0.11509468755512496, 0.11350063729119543, 0.11190320352862018, 0.11031205003531627, 0.10871932296021304, 0.10712603565377551, 0.10553315378168054, 0.10392584903188203, 0.10236765314359263, 0.10076589540040767, 0.09919813296021536, 0.09759091875162096, 0.0960184789215044, 0.09447960473295913, 0.09290541991341462, 0.09136540622782442, 0.08979357434984303, 0.08819303569859455, 0.08669056044411134, 0.0850991359544881, 0.08354404266394033, 0.08202393849184814, 0.08048103643464352, 0.0789731367649721, 0.07744498458536216, 0.07589902859181584, 0.07438907364078895, 0.07291376051109837, 0.07137355260099949, 0.06991791160399849, 0.06840158831308708, 0.06692135838486732, 0.06543120082405082, 0.06397650165508265, 0.06251336298817461, 0.061043499723054284, 0.059609026601594034, 0.05812953716817397, 0.056725050304353264, 0.05527851028667874, 0.0538674537417182, 0.05245468505934908, 0.05104147272048565, 0.04962901636656296, 0.048218447951343064, 0.04684315993293837, 0.04547019229195451, 0.044100529830618226, 0.04273509736959282, 0.0413747614202309, 0.04002033197037019, 0.03867256436023091, 0.03735916836448423, 0.03602608181314379, 0.03472726738106483, 0.03341133997205398, 0.03210513246181352, 0.030832803851628218, 0.029546781310377367, 0.02827178199083006, 0.02700815907241721, 0.025756230971513545, 0.02449555054650666, 0.023268384283251113, 0.02203401854011448, 0.020813340089836103, 0.019606478209206177, 0.018413538938333283, 0.017216987545780993, 0.016035453556257327, 0.014852268723552803, 0.013684999297544149, 0.01253357906165201, 0.0113825882806341, 0.010248115372312534, 0.009115516042643056, 0.007999947605056318, 0.006887507948224024, 0.0057924726579424825, 0.004701648911464054, 0.0036158842323216625, 0.002548205204877926, 0.0014864121403822684, 0.0004312063373433709, -0.0006167632381125908, -0.0016459906492918973, -0.002678053953725906, -0.0036909295853706494, -0.004695041386478092, -0.005699654103887726, -0.006684673329978967, -0.0076597299923203315, -0.008633379975118337, -0.009587304640962602, -0.010538762459545045, -0.011478660760040692, -0.012406818259467805, -0.013330728432053813, -0.014242158436537557, -0.015141021236178609, -0.01603423322959799, -0.016914347249964386, -0.017787921404214018, -0.018654366409288883, -0.01950696844479653, -0.02035178324620106, -0.02118834422151257, -0.022010605358745595, -0.02282959851696858, -0.023633898156774674, -0.024433913475713054, -0.025218966611164555, -0.025998873548925123, -0.02676830557813006, -0.02752707578133897, -0.028275023890091063, -0.029016230201525384, -0.02974609719118833, -0.030468495269586653, -0.031179163281536252, -0.03188176962866745, -0.03257594193440353, -0.033261344615391264, -0.03392764902566542, -0.034585279122129775, -0.03525272260013526, -0.035897657879812986, -0.03655032512666442, -0.03718060780941955, -0.03778957814097249, -0.03840452960941276, -0.038998355629087475, -0.039596561072875174, -0.040173921319912445, -0.04075424549247803, -0.04131408435188101, -0.041854421810796585, -0.04241714274864414, -0.042939550658736746, -0.043481828832996984, -0.043985751494433616, -0.044507257469418006, -0.045009313989360714, -0.045492877717477384, -0.045974607026511606, -0.04645359078217292, -0.04691440593430363, -0.04737197272670543, -0.04782552367772036, -0.04826140504689298, -0.048692937749835456, -0.04910753539309441, -0.04952898898794267, -0.049922308291494036, -0.05032137928870018, -0.05071424632130091, -0.05109077327204989, -0.051461082969373864, -0.051815882094716735, -0.052173003228262696, -0.052514682610632926, -0.05284950521941545, -0.05317718866607847, -0.05349748214644789, -0.05381016489326335, -0.054108569859263794, -0.05440578692709222, -0.05468900637746282, -0.054970156996745595, -0.05523764810933467, -0.05549725859936244, -0.0557537145273211, -0.05599709728873321, -0.05623242265944359, -0.056463756363325984, -0.0566865497965681, -0.05689717453407482, -0.057103185143764265, -0.057300761554522746, -0.05748996356715903, -0.05767373300390053, -0.05784622462954603, -0.05801310330586007, -0.05817160837490716, -0.058324053804300176, -0.0584660156662197, -0.058601871291692885, -0.05873132439408631, -0.05885249808793928, -0.058965560494462055, -0.05907203734481047, -0.05917049760856993, -0.059262243527871586, -0.05934611527655742, -0.0594232066473897, -0.059493400652440416, -0.05955590841969614, -0.059611543275112394, -0.05966024110160166, -0.059701536356149026, -0.0597359902271335, -0.05976358149922094, -0.05978430459812431, -0.059798168479526445, -0.05980519554743156, -0.05980545127915029, -0.0597989846520594, -0.05978581582450962, -0.059766010985483495, -0.05973964493249273, -0.059706800230386554, -0.05966756641472329, -0.05962161972581872, -0.05956939074885967, -0.05951099286933759, -0.05944599492757406, -0.05937498924122001, -0.05929748232374854, -0.05921416098274271, -0.059124474469722986, -0.059029192526576686, -0.058927712048617596, -0.058820098533217215, -0.058706427158681004, -0.05858678189937594, -0.058462102364607076, -0.058330812863162135, -0.05819384437221564, -0.05805221308860998, -0.057904241109567045, -0.05774999954151996, -0.05759147165860949, -0.057426899920230305, -0.05725735393827097, -0.05708198381549434, -0.056901892071367866, -0.05671621672582444, -0.05652507670799741, -0.056328596631570846, -0.05612486350793097, -0.05592013888264037, -0.05571460906226657, -0.0554981213838449, -0.055270766792677464, -0.055053381488948665, -0.05481505882742571, -0.05458702379592859, -0.05434869629677143, -0.05410023560045447, -0.053852149878728994, -0.053594264254357836, -0.053337054323664514, -0.05308063551820209, -0.052814909490832125, -0.0525400962021026, -0.052266537122892226, -0.0519842659050728, -0.05170352567385743, -0.05141445320779251, -0.05112717599072173, -0.05083194766886509, -0.05053876500593599, -0.05023801057752056, -0.049929947675246944, -0.04961484593771466, -0.049302406310979874, -0.04899265512414405, -0.048667090087644, -0.04834458562157522, -0.04802514970840153, -0.0476907988996423, -0.04735987521490174, -0.04702356452819784, -0.04668213457558846, -0.046344461736931575, -0.045993493830669765, -0.04564661278390794, -0.045303779108332456, -0.04494852359208434, -0.044589511636008244, -0.044234998550838484, -0.043869115452809804, -0.043508011585741725, -0.04314391801686651, -0.042777066977515724, -0.042407686270764855, -0.042035999016884436, -0.04166222343198669, -0.04128657263834336, -0.040902188495387376, -0.040523510101419705, -0.04014356357545296, -0.0397625402578002, -0.03937397807967013, -0.03898491261730256, -0.038601955368506746, -0.03821229164678735, -0.03781639224269616, -0.0374269798975879, -0.03703183924067106, -0.03663734387286546, -0.036243628600093517, -0.03584509615257058, -0.035447794220718365, -0.03504631025033659, -0.03464647620060296, -0.03424839231535093, -0.033846918778448316, -0.03344757050471298, -0.03304538453619212, -0.03264071874666814, -0.032238775651339556, -0.031834851102285164, -0.03143394428242406, -0.03103152032088392, -0.0306278888048977, -0.030223348919906846, -0.029822502345281606, -0.029416913592459338, -0.029015391242466885, -0.028613882257404653, -0.02821263633666731, -0.0278118930104898, -0.027408076685173286, -0.027009097978839467, -0.026611279440529684, -0.026211256458731784, -0.02581294016468129, -0.025416508288863444, -0.02502212942683257, -0.024626705169273188, -0.024233791980875576, -0.0238435286365516, -0.023453006215714455, -0.023062559199699382, -0.022675406010880434, -0.02229164624307831, -0.021905847772029075, -0.021523885599758524, -0.021143200931957675, -0.020764051378745523, -0.02038668153805943, -0.0200113232204796, -0.01964057252089584, -0.019269822183641667, -0.01890170574738434, -0.0185364065734458, -0.018171955815370663, -0.017810768128627957, -0.01745299042170911, -0.017096785069149852, -0.01674435943175358, -0.016393958902626574, -0.01604584202325798, -0.015700252273485215, -0.015362565977984287, -0.015024222771114006, -0.014679242836920074, -0.014360104439429242, -0.014019244341659375, -0.013703453279880122, -0.013367889707664974, -0.01305659778825351, -0.012740873220731874, -0.012421587654140325, -0.012124957764277902, -0.011812493632516376, -0.011509982462837059, -0.01121701418001264, -0.010922033352136734, -0.0106365415618258, -0.010349694266286808, -0.010062144520823513, -0.00978426620580736, -0.009506220398147676, -0.009237675671992303, -0.008978224070604201, -0.008710498884407178, -0.008452279223076398, -0.008203145573257246, -0.007947478809834922, -0.0077085378298999575, -0.007463911444850345, -0.0072283841247053, -0.006994998151578829, -0.006764099101371021, -0.006542052756855898, -0.006322632187219366, -0.0061061238491980545, -0.005898152090648925, -0.005693161677403876, -0.0054913859848837445, -0.00529303694842152, -0.005098305595902633, -0.004911709591797563, -0.0047245182905516275, -0.004545384933952787, -0.004370092630322863, -0.004198754081454765, -0.004031465348338404, -0.003868306585590226, -0.0037093427939738736, -0.0035576474432585234, -0.0034070696327080717, -0.003260803620121551, -0.003118861411668754, -0.0029812436917832446, -0.0028479405769549554, -0.0027189323561387056, -0.002594190215138054, -0.002473676942700972, -0.0023554282336372993, -0.002243330405359574, -0.0021335788860859127, -0.0020263871401367483, -0.0019250201944591818, -0.00182621562011406, -0.0017315014202110518, -0.00164077394470199, -0.001552705836087469, -0.001468552568244234, -0.0013881950472894669, -0.0013104955729073575, -0.0012355191301992956, -0.001164210381405703, -0.001096432698363506, -0.0010312628915805785, -0.0009687191634243507, -0.0009094963395980035, -0.0008528064769975927, -0.0007986385028765041, -0.0007469711149134494, -0.00069829540180589, -0.0006519776729350217, -0.0006079776378577746, -0.0005666670573222426, -0.0005271246504587645, -0.0004901032306672731, -0.00045479362209648695, -0.0004215180350572881, -0.0003904909322128835, -0.0003610508827411714, -0.00033343201118598735, -0.0003075597097415605, -0.0002831553879476283, -0.0002605670066860582, -0.00023932721004674856, -0.00021940513452505003, -0.00020104966420415616, -0.00018375470996041186, -0.0001678714873091289, -0.00015296787373869785, -0.00013922680374956714, -0.0001264855538557242, -0.00011477825426326213, -0.00010396234319980564, -9.399216742603661e-05, -8.482178674209521e-05, -7.640536339914399e-05, -6.869750719652612e-05, -6.165357742407595e-05, -5.5229943244065194e-05, -4.935035255341001e-05, -4.40452143351608e-05, -3.92103985625198e-05, -3.4817253412895556e-05, -3.0858131793482894e-05, -2.7297258259546195e-05, -2.408451971196038e-05, -2.119413885942277e-05, -1.8613752733596313e-05, -1.6303480276221828e-05, -1.4202114803297608e-05], 'MSE': 17766.387388447773, 'R_2': 0.871133237531288, 'U_norm': [-202.46553296550312, -57.83943809068221, -0.10012466216202176, -0.06720512930215762, -0.07379814197342703, 0.1717898803721656, 54.63869618547893, 96.16924065157495, 89.07237725923957, 37.57949457253183, -0.181232621906925, -0.02600522199150959, -0.004730471493218569, -0.00014811848891914408, 0.005961098769156962, 0.007204762821900445, 0.014573604687562372, -4.373448002124669, -10.086030837574, -1.973043129436506, 0.014288424971819567, 0.018627575066569643, 0.021702828889273423, 0.023871985518122276, 0.0250320781579299, 0.02614020144753394, 0.02731197899780683, 0.026621592875735883, 0.026875024585437113, 0.026849719543512455, 0.026065451969992198, 0.024443765589083406, 0.03010393707814551, 0.028794315655204853, 0.021507486725439402, 0.020151165748384253, 0.018722938521095137, 0.017242421021811297, 0.015835868502175932, 0.014563799108392627, 0.013299747762804634, 0.011988458331621684, 0.0107804058894278, 0.009673735632443987, 0.00864024723164404, 0.007659223932874503, 0.006647086798523943, 0.005745916494370116, 0.004944027682806514, 0.004195907622925455, 0.0034744590219595666, 0.0028072447002491577, 0.002194413551981075, 0.001635364507178479, 0.0011309995043913943, 0.0006778091221927776, 0.00027899920565328714, -6.683022957414597e-05, -0.00036133911943668116, -0.0006078211950662802, -0.0008120176448382214, -0.000974403617477511, -0.0010981250923775701, -0.0011865753070241787, -0.0012432685903775987, -0.001271771489659845, -0.0012756380875206335, -0.0012583512059808984, -0.0012232706785660975, -0.0011735894357822226, -0.0011122977695617708, -0.001042155821837253, -0.0009656740745509053, -0.000885101396392468, -0.0008024200292429976, -0.0007193467693943323, -0.0006373395140178299, -0.0005576083000535878, -0.0004811299525531296, -0.00040866548333029544, -0.0003407794263947596, -0.0002778603636384827, -0.00022014197494298326, -0.00016772403327596982, -0.00012059285991467274, -7.864084522535564e-05, -4.168473031911314e-05, -9.482427596469959e-06, 1.825176723894152e-05, 4.183365249992485e-05, 6.159731200093259e-05, 7.788499754816286e-05, 9.103864151082281e-05, 0.0001013929082725215, 0.00010926967175443779, 0.00011497379089108561, 0.00011879004688511297, 0.0001209811020868613, 0.00012178634204805759, 0.00012142146633448986, 0.00012007870051699582, 0.0001179275104130022, 0.00011511570918903277, 0.00011177085842312792, 0.00010800187549355306, 0.00010390076994047297, 9.954444226613896e-05, 9.499648968392572e-05, 9.030897258363673e-05, 8.552410489222693e-05, 8.067584005848657e-05, 7.57913311278805e-05, 7.089225098096824e-05, 6.599596389981277e-05, 6.111654548330457e-05, 5.626565178177007e-05, 5.1453242485443864e-05, 4.668816590037741e-05, 4.197861597103187e-05, 3.7332473246023865e-05, 3.275754270500058e-05, 2.826170216347755e-05, 2.3852974517649063e-05, 1.9539537228302812e-05, 1.5329681777505598e-05, 1.1231735005861031e-05, 7.253953461703584e-06, 3.404400546126896e-06, -3.0918495616113266e-07, -3.879521711846389e-06, -7.2999140116952754e-06, -1.0564370645398212e-05, -1.3667710741333952e-05, -1.6605653867142547e-05, -1.9374892586762953e-05, -2.197314646807661e-05, -2.439919706960064e-05, -2.665290413885584e-05, -2.873520352053098e-05, -3.064808749232091e-05, -3.2394568825924e-05, -3.397862914172289e-05, -3.540515306166252e-05, -3.667984912764071e-05, -3.78091587701578e-05, -3.880015490557193e-05, -3.9660431964568684e-05, -4.039798933846741e-05, -4.10211111753558e-05, -4.153824526201074e-05]}, 'iteration_48': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-25227.583080109907, -7484.307776482576, -9.181341192217804, 10.782811648917699, 7.833437126165617, 6.193961253423803, 4304.928519223753, 14886.732697528785, 13709.381037884392, 1920.7565307179793, -2.8757113304696555, -2.647372734913751, -2.1031378643480036, -1.3680446010763048, -0.6005938779208413, -0.3087869593968494, 0.816359320540976, -643.6559705989877, -1237.9045836126797, -186.70719424290164, 1.1051308075016395, 2.4780697585800806, 2.771953208116467, 2.9276861295162875, 2.9524411926392435, 2.967836667714696, 2.987575921234997, 2.9810050193943836, 2.940421261185914, 2.864818148713318, 2.756080491981595, 23.78858971846339, 1.9453984757579352, 2.2841802560470867, 2.1023349062886942, 1.9196276293212284, 1.7403418996224993, 1.5657067565479514, 1.4149665001404341, 1.2806266384084262, 1.1535537931467335, 1.0293586453959824, 0.9233862211401531, 0.8313347020500251, 0.7465596407697619, 0.6679721298335186, 0.5901657065489191, 0.5211177409210703, 0.45745727573690065, 0.39633841098368894, 0.3384680225305569, 0.28378410764822604, 0.2323518145665381, 0.1843118654311288, 0.13983526637614485, 0.09908660068656887, 0.06219676422039376, 0.02924494656706986, 0.0002489163778791733, -0.024837756397907414, -0.046123088478254505, -0.06377022661009633, -0.07798855699810395, -0.089023596985279, -0.0971466279003838, -0.10264478602147602, -0.10581209714375103, -0.10694174061012719, -0.10631966685919958, -0.10421957022882568, -0.10089913321571936, -0.09659740575332493, -0.0915331562497342, -0.08590402490587007, -0.0798863171021751, -0.07363529120861365, -0.06728581616534676, -0.06095329638050666, -0.054734782919437105, -0.04871020878475946, -0.04294370180018087, -0.03748494082318243, -0.0323705300371471, -0.0276253723992206, -0.02326402713811283, -0.019292038573468843, -0.015707224864385458, -0.012500915793698717, -0.009659129261649513, -0.007163676680875946, -0.004993188226705329, -0.0031240501424707875, -0.0015312478725987917, -0.00018911060871983122, 0.0009280450174800235, 0.0018453721479998913, 0.002587049895529642, 0.0031759343688323454, 0.003633298881948134, 0.003978656021609006, 0.004229653245543789, 0.004402032864521341, 0.004509646845550229, 0.004564516820472436, 0.0045769298968999575, 0.004555561336822722, 0.004507615917377319, 0.004438980577915008, 0.0043543819404410706, 0.004257543280363534, 0.004151336516924831, 0.004037925765253604, 0.003918899905377305, 0.0037953924629620826, 0.0036681877934238768, 0.0035378132060429703, 0.0034046171848786024, 0.0032688342200122905, 0.003130637156422526, 0.0029901780954422717, 0.002847619086112098, 0.0027031538715954987, 0.002557021967238245, 0.002409516299420648, 0.0022609856046601523, 0.002111832640077623, 0.001962509193591611, 0.0018135087474355686, 0.0016653575307094004, 0.001518604557893481, 0.0013738111853331088, 0.0012315405756041908, 0.0010923474000105802, 0.0009567680328395175, 0.000825311439478633, 0.0006984508648525189, 0.0005766164880006989, 0.00046018905858818157, 0.0003494946184181324, 0.0002448003252497322, 0.0001463114366238048, 5.416948092820324e-05, -3.154834352542089e-05, -0.00011082851471851986, -0.0001837192918830537, -0.0002503275636295963, -0.00031081452242514874, -0.00036539025840739194, -0.000414307403657649, -0.00045785406388158925], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [122.84469321267473, 9147.647523612977, 3000.046018916555, 518.7956010090406, -252.2024249643108, -423.03476504836954, -403.2270046307545, -333.3531759788801, -259.4145637389932, -194.83702483786777, -142.12748391777137, -100.33408942547341, -67.87752271116192, -42.774311210726204, -23.715805495502224, -9.290206769048323, 1.4828978564207158, 9.353593687630013, 15.04184589335629, 19.04892768017344, 21.772268028449425, 23.515372194644588, 24.544271275713548, 25.031399373516162, 25.127510835438994, 24.938628766651153, 24.548472025264942, 24.01977685073128, 23.395336507983487, 22.71290842033431, 21.99381845333694, 21.26042526363398, 20.521892003688784, 19.791525362179794, 19.07192026857465, 18.367676444718793, 17.681890809362088, 17.01655699666687, 16.37286651404645, 15.748582246824874, 15.149763848729341, 14.57076375052751, 14.014121117270939, 13.477116000762994, 12.961727166805842, 12.465308985841613, 11.987541118569213, 11.528043517281118, 11.088078161763908, 10.663710539145786, 10.256244176342134, 9.865171107275334, 9.48864005448705, 9.127601818293154, 8.781504027118402, 8.447572769740704, 8.123553941432025, 7.819441251620497, 7.523403487200241, 7.244442431318319, 6.964771016257863, 6.70926435919595, 6.4533678200458855, 6.212251633580429, 5.978243550881039, 5.757492082531439, 5.543157853891241, 5.335239561907573, 5.133698885200739, 4.9384654461523, 4.7540363505240535, 4.5751901789175395, 4.401832763352168, 4.237744951128659, 4.074806345266911, 3.9204857441005716, 3.7707795097704024, 3.625568444035601, 3.4847273292328214, 3.3481269293404226, 3.2156357355287954, 3.0896797407975547, 2.964885037613945, 2.8438126439939744, 2.7263342766597036, 2.6144250902607347, 2.5036640231020444, 2.3961384741813556, 2.2917348735377647, 2.190344121200997, 2.0902031254036895, 1.994603128521929, 1.9001988626750923, 1.8099916892507797, 1.7195477354612234, 1.6331109579224565, 1.5491480534448479, 1.466366893771224, 1.3848450355856343, 1.3068599398438052, 1.2300663798802793, 1.1545251659440674, 1.081257094011764, 1.0101813810199451, 0.940333686408419, 0.8726039906256727, 0.8061039280802683, 0.7408660178284102, 0.6776620026965572, 0.6157044415171001, 0.5550139668681913, 0.49625968563031186, 0.43874398079451066, 0.3824781286034379, 0.3274696958740039, 0.27427055325936994, 0.2217625173409478, 0.17101756826145015, 0.12100686576462633, 0.07270631607425064, 0.025169854219335194, -0.020714450301288496, -0.06581606374593671, -0.10971035050309602, -0.15241255753175087, -0.19428895513595104, -0.23497583310817666, -0.2744934358496224, -0.31316741292659683, -0.3506868130292308, -0.38707518442736094, -0.4228863885761455, -0.45731284189645155, -0.49114010063916197, -0.5238666192509919, -0.555739769800947, -0.5867565356490946, -0.6169161082919955, -0.646219692127537, -0.674490062105509, -0.7021011664818358, -0.7288698095512898, -0.7548035163329495, -0.7800584302781934, -0.8044821582916649, -0.8280863744456943, -0.8508835235318899, -0.8730064251549827, -0.8944501479070192, -0.9152118237697311, -0.9351887259940035, -0.9544943335000725, -0.9731302888911704, -0.9910996936071007, -1.0080818526171418, -1.024674260183049, -1.0410586596385902, -1.056485436254668, -1.071014267997644, -1.0853031413487688, -1.0987288362222245, -1.1118758734911889, -1.1246937688806606, -1.1362105914284268, -1.1474381614085576, -1.1583349765808297, -1.1684875098607936, -1.1782936635329464, -1.1877217502746031, -1.1961448723136197, -1.204509139303017, -1.212212561818174, -1.2192988397171638, -1.2260228736515815, -1.232366078668259, -1.2383126547097778, -1.2436901572961383, -1.2485373697243887, -1.2530184140963279, -1.257123174023921, -1.2608436340606461, -1.264087733855228, -1.266962718180106, -1.2694643429873538, -1.2715899963532564, -1.273298955625467, -1.2746514573113796, -1.2756475107674745, -1.2762770603106617, -1.2765735600977188, -1.2765252024948996, -1.2761461971335055, -1.2754403467456144, -1.2744122463471845, -1.2730994287777049, -1.2714491818456914, -1.2695373952136435, -1.267289426273867, -1.2648036743461468, -1.2619861997983208, -1.2589548671402087, -1.2555988960577522, -1.252052813455029, -1.2481912737189893, -1.2440882250548628, -1.2398298926795286, -1.2352729013121362, -1.2305008417067729, -1.2254386349430761, -1.2202612396028352, -1.2148080753250066, -1.2091722938014526, -1.2033629255663263, -1.1972977839758996, -1.1910747584905081, -1.1847027622923425, -1.1780971300576224, -1.1713586426666274, -1.1644958406866486, -1.157422555153777, -1.1502409115953778, -1.142864324301384, -1.1353006930520202, -1.1276524967806112, -1.1198332338519408, -1.1119448777221848, -1.1039012221586992, -1.095710488618747, -1.0873809577284428, -1.0790125759974918, -1.070520626980853, -1.0618229616549215, -1.0531982987136201, -1.0443838949417446, -1.0354778256311576, -1.0264878118759484, -1.0174214324989699, -1.0082861078832872, -0.9990890859631919, -0.9897546075714796, -0.9804562507537041, -0.9710361492367051, -0.9615040869744088, -0.9520265640781933, -0.9424516984589818, -0.9327887750315524, -0.9231967941713333, -0.9134563129168779, -0.9037247211358036, -0.8939355355264016, -0.8841671819590293, -0.8742860878950663, -0.864439181931163, -0.8545637802419465, -0.844667129300406, -0.8347562135752654, -0.8248377508950776, -0.8149181893742038, -0.8050037057738271, -0.7951002051722922, -0.7851550552525319, -0.7752342061440709, -0.765286776212761, -0.7553757942600187, -0.7454520930363264, -0.7355758161295811, -0.725648051501296, -0.7158300568556545, -0.7058757624924696, -0.6961383064967012, -0.6861400076744326, -0.6763658818937499, -0.6668087165767645, -0.6570215927829601, -0.6474572993404628, -0.6376885303470482, -0.6281471955548653, -0.6184251453085498, -0.608933916663704, -0.5996654718195794, -0.5902394592848117, -0.5806750737621075, -0.5713452437755042, -0.5618957330452764, -0.5526809455602093, -0.5433635689784705, -0.5342801830916899, -0.5251097725591528, -0.5161718113446911, -0.507160944631628, -0.49809143960823193, -0.4892580909565716, -0.4803778120224226, -0.47172989215813854, -0.46304552111035574, -0.4543364520814692, -0.445859765079838, -0.43712749400533335, -0.4288678018811958, -0.42037264168753435, -0.4121106877089055, -0.40385819259800265, -0.3956236516797121, -0.38741505708957014, -0.37943650539409246, -0.3714872224753527, -0.36357407147341236, -0.35570346378854345, -0.3478813701362467, -0.34028348198280445, -0.33256964283462115, -0.3250802222381312, -0.31764974329409373, -0.31028250965527304, -0.3028357425979026, -0.29561084547516386, -0.28845992483019617, -0.2813859513708386, -0.27439159896642934, -0.26735322839136627, -0.2605288281237755, -0.2536718669576657, -0.24702449658204095, -0.24035464774692308, -0.23378167003903463, -0.22730625735211127, -0.22092892371087802, -0.21455193569537392, -0.20827970935819887, -0.202112003974756, -0.19595941472096806, -0.18991616037378686, -0.18398138240421594, -0.1781541377277111, -0.17227712298343292, -0.16659119285747895, -0.1609410788211565, -0.15533248399397404, -0.14983903364283369, -0.14439261367235035, -0.1390617127992478, -0.13378230302702399, -0.12861806898604666, -0.12345113067801895, -0.1184022872727957, -0.11341488527548126, -0.10854371078893311, -0.10368535514689642, -0.09894437990415084, -0.09422394146065273, -0.08962115110260112, -0.08504538086327619, -0.08058675753295397, -0.0762011619716848, -0.07185028161755395, -0.06757680809251422, -0.06338113757339317, -0.059263507394180924, -0.05519011128358466, -0.05122991289456641, -0.04728460066216695, -0.04342144490770828, -0.03963981733575194, -0.035910849366357474, -0.03226397220356348, -0.02867210203589368, -0.025137116439052986, -0.021684836515072782, -0.01826736288656098, -0.014933405909253496, -0.011659834844951734, -0.008447516230319991, -0.005297135934853752, -0.0022092116640195407, 0.0008343149650074486, 0.0037956717301658584, 0.0067109463980674225, 0.00956183256521657, 0.012364248402197183, 0.015101578860517597, 0.017788775740642006, 0.020410777444959123, 0.02299493432518005, 0.025500422298655578, 0.027991040381264657, 0.030391157477887353, 0.032693591920848655, 0.035011716150844543, 0.03733698901509684, 0.03946344006947748, 0.041598945466589925, 0.043736167613924494, 0.04578133042602792, 0.047822776487162044, 0.04977491495371271, 0.05164273677126313, 0.05350372022820952, 0.0552831111274881, 0.0570519803894514, 0.05880570720559226, 0.06047952727769297, 0.06207798521298945, 0.06366055235457563, 0.06522363430078609, 0.06671382007681356, 0.06818311606062576, 0.06962866100474686, 0.0710046070971286, 0.07231500152081562, 0.0736421130154921, 0.0748660928314979, 0.07610269425358816, 0.07727733747544463, 0.07842565170755467, 0.07954617832267487, 0.08060892317960329, 0.08164458041540747, 0.08265207923247045, 0.08363051298806388, 0.08455606426025158, 0.08545375281602316, 0.08632295920780769, 0.08716319256570339, 0.08795576765866511, 0.08873813310378037, 0.0894744708326015, 0.09018290544547536, 0.0908633378522902, 0.09151575234935323, 0.09214020960805049, 0.09273683992863983, 0.09330583678165119, 0.09384745065328257, 0.09436198320582082, 0.09484978175943692, 0.09531123409767017, 0.0957467635954731, 0.09615682466579158, 0.09654837638564158, 0.09690844249526946, 0.09725002239365636, 0.09756725544046842, 0.09786076717898662, 0.09813118877950164, 0.09837915460413427, 0.09860858642301967, 0.0988161007083447, 0.09900495595921614, 0.0991726119296291, 0.09931980118222326, 0.09944886475254142, 0.09955832641327775, 0.09964892398671715, 0.0997230324815855, 0.09977816707677534, 0.09981686539150199, 0.09983809859939617, 0.09984310024001238, 0.0998319011946988, 0.09980484505987602, 0.09976215586956139, 0.09970480544526727, 0.09963265677416522, 0.09954599894401044, 0.09944514587642511, 0.0993304329582951, 0.099202213878945, 0.09906229214557444, 0.09890827279440702, 0.09874188249273327, 0.09856352097782066, 0.09837359354416851, 0.09817068113733343, 0.09795879049616209, 0.09773462745060675, 0.09749845322238987, 0.09725462994264593, 0.09699955502253768, 0.09673353370575453, 0.09645903289022148, 0.09617430327343465, 0.0958818794539282, 0.09557995948970693, 0.09526889402244593, 0.09495128395749439, 0.09462301651409502, 0.09428894868448676, 0.09394719739585544, 0.09359812330686791, 0.09323981883683377, 0.09287717919740565, 0.09250603057863704, 0.09212899675948011, 0.09174642835918585, 0.09135643325689188, 0.09096160770712244, 0.09056007355952113, 0.09015439633483403, 0.08974271386419899, 0.08932538643102873, 0.08890277080791266, 0.08847096291473679, 0.08804729517688575, 0.08760668835102028, 0.08717051518714765, 0.0867183991345421, 0.08627127599914981, 0.08582918112341165, 0.08537238767074369, 0.08492111573407851, 0.08445610007369861, 0.0839780645914472, 0.08352521397809703, 0.0830412730252631, 0.08256417569086019, 0.08209384139982324, 0.08161248089364921, 0.08113821270207904, 0.08065375115216619, 0.08015976451211834, 0.07967354590846903, 0.0791949454486052, 0.07869159100468857, 0.07821242234487734, 0.07770973482604507, 0.0772155459044921, 0.0767146017772243, 0.07622226397714253, 0.0757237820524647, 0.07521970186713967, 0.07472457315128558, 0.07421061960420404, 0.07371963990059782, 0.07321082792363859, 0.07271143930310794, 0.07220842170762719, 0.07170222052511353, 0.0711932655495531, 0.07068197064616781, 0.07018055415496434, 0.06967711259871397, 0.06917201793628379, 0.06866562658744316, 0.06815827944027422, 0.06765030192672696, 0.06714200415952042, 0.06664395076820798, 0.06613567144853004, 0.0656377702403221, 0.06513058441791757, 0.06462441407842012, 0.06412873696267593, 0.06362506116650657, 0.06312303668047534, 0.06262284904691966, 0.06212467188689219, 0.061620351753682044, 0.061126847952420134, 0.06062784252433673, 0.060131770502804716, 0.059638741722053606, 0.059148856867155444, 0.05865491585452719, 0.05816461231904773, 0.05767103781293282, 0.057181530868309356, 0.05669613141799309, 0.05620835483430197, 0.05572503672412381, 0.05523995967806047, 0.0547596382134256, 0.05427811299357983, 0.053801590712022854, 0.05332436088839662, 0.05284678109548782, 0.05237461643191617, 0.051902509638776274, 0.05143076863283838, 0.050959683653030136, 0.05049447156514083, 0.05002538566836459, 0.049562444170532065, 0.049100934772717486, 0.04863657487260248, 0.04817867018576172, 0.047722802362656316, 0.047264957125583255, 0.04681377384340718, 0.04636111889896519, 0.045911313423674716, 0.0454644782817909, 0.04501700850674726, 0.044572896987948384, 0.044132228388467865, 0.04369162370845333, 0.043254770786079304, 0.042818432531416845, 0.04238289305736768, 0.04195155169706243, 0.041521372526163364, 0.041092593385309184, 0.04066834629564036, 0.04024294684946901, 0.039822339593816126, 0.03940109578089558, 0.03898485461177048, 0.038568432858796575, 0.0381546721807394, 0.03774370091806885, 0.037335636410724314, 0.03692826002150681, 0.036524109449110914, 0.03612105669890636, 0.03572149742887328, 0.03532339134795306, 0.0349269502040742, 0.03453237088663518, 0.03414567976288537, 0.03376090900755912, 0.03336711468038024, 0.03298333926876641, 0.032591571709666575, 0.03220987424018412, 0.03183781572589329, 0.03145871200850869, 0.031089265517098768, 0.030713610343908824, 0.03034758895622596, 0.029976119247478377, 0.029614223058738547, 0.029261491708095014, 0.028890393232778512, 0.028542294658435035, 0.028177132436736887, 0.027834143450695778, 0.0274752998305651, 0.02712592186058457, 0.02678559862254711, 0.026442657944192007, 0.02609760579850428, 0.025761615305910635, 0.025423877732540227, 0.025084837235654998, 0.024754780159867398, 0.02442370631787016, 0.024101356154979763, 0.023769136256625745, 0.023454721208271474, 0.02313113102996436, 0.02280778862995748, 0.02249315731303996, 0.022178904871796624, 0.021873040670695114, 0.0215601382676573, 0.021255710559263053, 0.020952257544403857, 0.020649999157411683, 0.02034914014575504, 0.02004987061424766, 0.019758746272900665, 0.01946299370835698, 0.019175357485685447, 0.018883737976071183, 0.01860017312779987, 0.018318755157237895, 0.018034203556299897, 0.01775756546357102, 0.01748338775543796, 0.017206798252945063, 0.0169331108669269, 0.016667067390276482, 0.016399219939542718, 0.01613443151363467, 0.015872739328554018, 0.015609996682482367, 0.015354701868532059, 0.015098631677052499, 0.014845968614420842, 0.014592991362561532, 0.01434724553252137, 0.01410138100908971, 0.013855689005208663, 0.013613753435343642, 0.013375539916675415, 0.013137889434061746, 0.01290406704618742, 0.012671081317115938, 0.012441997551991725, 0.012213984090508861, 0.011987226250482408, 0.011764507346704218, 0.011543218611243695, 0.011323511535652949, 0.011107911428809729, 0.01089401724506882, 0.010681951161712888, 0.010471824772345352, 0.010263739580466277, 0.010057787491900125, 0.009856037906208868, 0.009654531223034061, 0.009455382319598027, 0.009258649488055645, 0.009064383772320595, 0.00887262940336106, 0.008683424219782404, 0.00849520266418869, 0.008309687330338388, 0.008126894727029332, 0.00794538407737709, 0.007766706079247269, 0.007589497213780772, 0.0074152012045351195, 0.007242528412966976, 0.007072822427687623, 0.006904864159901912, 0.006738744418633973, 0.006574545107753768, 0.006412339675117831, 0.006253243814740814, 0.006095180605249448, 0.005939286302813175, 0.005786555531307526, 0.00563509336301407, 0.005485025484797473, 0.005338185442571729, 0.0051928440677188655, 0.005049903810359563, 0.004908597655495921, 0.00476975884337883, 0.004632661513583436, 0.0044973746695027165, 0.0043639596360738565, 0.004231165604744053, 0.004102954393626882, 0.0039791025676084975, 0.003853521499033513, 0.0037266222360448254, 0.003609721678336764, 0.003486192279201362, 0.0033722241277075737, 0.0032572388838401087, 0.00314156704222825, 0.003030079286666401, 0.0029181705599370137, 0.0028103553973200593, 0.0027064285033927887, 0.0026022632355837657, 0.002498107700316465, 0.002397836383563329, 0.002297744327318276, 0.0022014145499723212, 0.002105407742820248, 0.002013035438138082, 0.0019211068378193464, 0.0018326809407768153, 0.0017447991353684805, 0.0016576136805749055, 0.001571265153372411, 0.0014883438394156638, 0.0014086717448821312, 0.0013275367250692191, 0.0012496854974129998, 0.0011749461686468793, 0.0010991423132605655, 0.0010264607260291167, 0.000954892289253963, 0.000884510986025127, 0.0008170747394488503, 0.0007491854586467188, 0.0006842113930911661, 0.0006219962159391319, 0.0005595513295941698, 0.0004984666958939391, 0.00044007222653285883, 0.0003817425420478145, 0.00032604057924935827, 0.00027169268567960346, 0.0002187176582601347, 0.00016713000083850608, 0.0001169402131890082, 6.815507196353539e-05, 2.0777902582552817e-05, -2.6036853548226865e-05, -7.05593628975941e-05, -0.00011368367175001545, -0.0001554177020964551, -0.0001964611877224478, -0.00023606610593984785, -0.00027363110042033983, -0.0003104483774495147, -0.00034644108974387055, -0.0003804900565062118, -0.00041370253071140614, -0.00044555076906450274, -0.0004760633781358664, -0.0005056861712435273, -0.0005339830477282306, -0.0005613555707043297, -0.0005874232289980956, -0.0006122219808793423, -0.0006360913918295746, -0.0006587235930384812, -0.0006804215921953474, -0.0007011684555147424, -0.000720721581741531, -0.0007393351529798066, -0.0007568041354846404, -0.0007733524195024695, -0.0007889772744881788, -0.0008036789507487502, -0.00081731864662808, -0.0008301979417318004, -0.0008420521982241329, -0.0008530314274614553, -0.0008631458000964014, -0.0008724072594314014, -0.0008809055563312335, -0.0008884941628439871, -0.0008952750479274904, -0.0009013159399514029, -0.0009065693283331969, -0.0009110556202170055, -0.0009147958528546217, -0.0009178337242817298, -0.0009201569381397188, -0.0009217888942871386, -0.0009227581460798026, -0.0009230732632200925, -0.0009227495228336255, -0.0009218123712646481, -0.0009202604961667062, -0.0009181300801776692, -0.0009154267073495069, -0.000912166253286656, -0.000908365569686865, -0.0009040423437679194, -0.0008992473742798323, -0.00089393718558703, -0.0008881610366554402, -0.0008819387227318313, -0.0008752496071263118, -0.0008681513872720129, -0.0008606648678594415, -0.0008527658221974277, -0.0008445176796039529, -0.0008358942913665113, -0.0008269138384842129, -0.0008175949804329641, -0.0008081043393069216, -0.0007982170394591036, -0.0007877493710826082, -0.0007777212337566546, -0.0007666477366394394, -0.0007560567679906799, -0.0007444554623939815, -0.0007333756680157974, -0.0007218279576112229, -0.000709834405636688, -0.0006984092330841918, -0.0006860814535191498, -0.0006738617799815316, -0.0006617621101704061, -0.0006493166795213827, -0.0006370217578368464, -0.0006244219818335499, -0.000611544332273718, -0.0005988656506985629, -0.0005859496953514762, -0.0005732576354732682, -0.0005607928815624889, -0.000547722480313086, -0.0005349161751353842, -0.0005223746211295884, -0.0005093145807639205, -0.0004969354006661589, -0.00048408799850177276, -0.00047155239284586155, -0.00045896993971103006, -0.0004463638584791503, -0.00043409291920096493, -0.00042182409773632886, -0.00040957846045393655, -0.0003976846603263717, -0.000385835346849602, -0.0003740492298101434, -0.0003623441988324322, -0.00035073727802241434, -0.00033950746076485727, -0.0003281352110394012, -0.00031715190571578666, -0.0003063082381375614, -0.00029561685050627176, -0.00028508945371807714, -0.00027473682520057907, -0.00026456881211380304, -0.00025478996105630935, -0.0002450092586547849, -0.00023543740433318286, -0.00022608065514444277, -0.0002169444184154378, -0.00020803327819077087, -0.0001993510240947958, -0.0001909006822328073, -0.00018268454777187591, -0.00017457213547942765, -0.00016683464708146185, -0.00015921402227743258, -0.0001517273439963882, -0.00014460697681132278, -0.00013762799868569502, -0.00013090148535663645, -0.00012442397810270584, -0.00011810373885080735, -0.0001120338041273128, -0.00010620908185406862, -0.00010054987474303872, -9.506308439347683e-05, -8.982049639877204e-05, -8.481508079799191e-05, -7.99810983102016e-05, -7.532186418222828e-05, -7.089141686565014e-05, -6.663300949624439e-05, -6.254761127292229e-05, -5.863538007873962e-05, -5.4935449977765466e-05, -5.14015114287633e-05, -4.803203613289897e-05, -4.485715751135217e-05, -4.180748978361292e-05, -3.894242710351055e-05, -3.6200646039436166e-05, -3.360826233020774e-05, -3.1183274060399005e-05, -2.8875093789344787e-05, -2.670301889807183e-05, -2.466217326065681e-05, -2.2731439488066934e-05, -2.09392220074058e-05, -1.9249267332982026e-05, -1.765977581235466e-05, -1.619132885364589e-05, -1.4804075768176802e-05, -1.3526772698363377e-05, -1.2325226102596047e-05, -1.1214663926467758e-05, -1.0182419139134428e-05, -9.231701930529895e-06, -8.351347990704996e-06, -7.53800066910144e-06, -6.788246331625774e-06, -6.098646804432921e-06, -5.465768586738566e-06, -4.886208851674412e-06, -4.356618295575495e-06, -3.870921762765316e-06, -3.431832267132573e-06, -3.0309153029502785e-06, -2.665948812801414e-06, -2.336444118860992e-06, -2.0395614454731333e-06, -1.7712422821118735e-06, -1.5294380069666547e-06, -1.313211507845135e-06, -1.119308107614769e-06, -9.426584018551683e-07], 'MSE': 17388.213968675776, 'R_2': 0.8738762816399303, 'U_norm': [-205.36160317029265, -60.924958158601925, -0.07473942075623836, 0.08777596648372224, 0.06376699668195296, 0.05042107319351838, 35.04366706211844, 121.18336041245564, 111.59929429117882, 15.635649249295236, -0.02340932491253343, -0.021550566588356728, -0.017120298925947283, -0.011136375275957249, -0.004889050260281598, -0.0025136369512073287, 0.006645458595733828, -5.239591188446221, -10.07698870935384, -1.5198637384878833, 0.008996162399732667, 0.020172379445697115, 0.022564696464349273, 0.023832418477334152, 0.024033933598040274, 0.024159258304454815, 0.024319942930304282, 0.024266453425107613, 0.023936087031232258, 0.023320650493664087, 0.02243548684399946, 0.19364767945589098, 0.01583624354810579, 0.01859404913352943, 0.017113762558439754, 0.015626459585746343, 0.01416700923889503, 0.012745416340448162, 0.011518336416864224, 0.01042476160680991, 0.009390342925500466, 0.008379349737327227, 0.007516696074948535, 0.00676736358936795, 0.006077264088433165, 0.005437533473582703, 0.004804161193252386, 0.0042420859095458775, 0.0037238668178765245, 0.003226337268184396, 0.002755251484378466, 0.0023101047419337925, 0.0018914273708816557, 0.001500364900119435, 0.001138309381107186, 0.0008066005810018227, 0.0005063040391838088, 0.00023806438740372777, 2.026268876185451e-06, -0.00020218827371731076, -0.00037545853532546696, -0.0005191125891686166, -0.0006348549142900532, -0.0007246841101990844, -0.000790808504519006, -0.0008355654898649976, -0.0008613485420005913, -0.0008705442462632306, -0.0008654803421082039, -0.0008483847999210435, -0.0008213552479393036, -0.0007863376386315178, -0.0007451128255525465, -0.0006992896710489544, -0.0006503033643523164, -0.0005994177644561888, -0.000547730753059401, -0.0004961817635667186, -0.000445560826569066, -0.00039651862546771934, -0.0003495771838208809, -0.0003051409054029268, -0.00026350776143679953, -0.0002248804709537629, -0.00018937755131393394, -0.00015704413527407266, -0.0001278624618641996, -0.00010176195239705126, -7.862878754982133e-05, -5.831490567712029e-05, -4.064634871723786e-05, -2.5430892194663105e-05, -1.24649086267767e-05, -1.539428397079934e-06, 7.5546203533925524e-06, 1.5021993250627844e-05, 2.1059516971579456e-05, 2.5853248465219226e-05, 2.9576360161983854e-05, 3.23876915385112e-05, 3.443089925027886e-05, 3.5834131371037376e-05, 3.671014789618179e-05, 3.715680923429556e-05, 3.725785614264728e-05, 3.708390837519898e-05, 3.669361541012523e-05, 3.6134899051869325e-05, 3.544623570419542e-05, 3.4657934168561385e-05, 3.3793372900918735e-05, 3.2870168577064426e-05, 3.1901255252101836e-05, 3.089586023279655e-05, 2.9860368454445843e-05, 2.8799072404317378e-05, 2.7714808868038117e-05, 2.6609486679241272e-05, 2.548451285824148e-05, 2.4341125564615203e-05, 2.3180643935858017e-05, 2.2004645111029657e-05, 2.0815078831222454e-05, 1.9614329622567213e-05, 1.840523632579152e-05, 1.719107752877145e-05, 1.597553094771755e-05, 1.4762613705565298e-05, 1.3556609496525435e-05, 1.236198749600392e-05, 1.1183317346627807e-05, 1.0025183394391175e-05, 8.892100863278434e-06, 7.788436032975479e-06, 6.7183320648636475e-06, 5.685641342902905e-06, 4.693865679253625e-06, 3.746104513182916e-06, 2.845011942278565e-06, 1.992762726823812e-06, 1.1910277370527372e-06, 4.409590649644566e-07, -2.5681486740819127e-07, -9.021839859689982e-07, -1.4955411382298168e-06, -2.0377564359392992e-06, -2.5301420437759723e-06, -2.974408171051105e-06, -3.3726113338038284e-06, -3.7270968161388814e-06]}, 'iteration_49': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-25326.132310415982, -7683.345744290447, -15.869631017947826, 14.232736668986771, 10.24843891301809, 7.725456405716711, 4824.842096037706, 15074.91755549651, 13608.729264504589, 1605.1308609324292, -3.0668389910679563, -2.6865541287413013, -1.8965019900303737, -0.8740904126098681, 0.17776704820507575, 0.703228506369603, 1.951545734890305, -664.4825609797211, -1232.352279672738, -175.58661965774817, 2.149819400090465, 3.3950729991445505, 3.563840756544073, 3.590958311690937, 3.4897529320182197, 3.390523933586959, 3.3076636165178632, 3.2137832552407293, 3.0998760066306246, 2.9643748021629728, 2.8083364486507465, 20.25360874606924, 5.834709035003253, 2.25995340488688, 2.0675929947922045, 1.8813110655294247, 1.7019629546186286, 1.530587462610286, 1.3850791457866636, 1.2553831673243145, 1.1318206798542452, 1.0117203419050198, 0.9086610265297539, 0.8182579172534363, 0.7346618500943928, 0.6556092420245673, 0.575658445023836, 0.5057771127138225, 0.44196661985929425, 0.37981571041275686, 0.32116493138494034, 0.26605207018475785, 0.21459777062480367, 0.16695906053047563, 0.12329095891410236, 0.08371739809084164, 0.04831151911240083, 0.01708461056455898, -0.010017611629510391, -0.03311289955835757, -0.05237613720115529, -0.06803026698391183, -0.08033577304834758, -0.08957978124559797, -0.09606557874160479, -0.10010310216034478, -0.10200072891724307, -0.1020585245593331, -0.1005629592662471, -0.09778300787290992, -0.09396748436071584, -0.0893434295812942, -0.08411536158706216, -0.07846520560406543, -0.07255273921080782, -0.06651641251363695, -0.060474429224763426, -0.05452599982567305, -0.04875270037736811, -0.04321988911774976, -0.03797814749542154, -0.033064722803865514, -0.02850495654807617, -0.024313686884913907, -0.020496615495669793, -0.017051630044515143, -0.013970073256175133, -0.011237949385362742, -0.0088370587423947, -0.006746051079047345, -0.0049413894444641174, -0.003398217343234693, -0.0020911238223704177, -0.0009948032367366189, -8.460878247740796e-05, 0.0006629986962129156, 0.001270102806609093, 0.001757078749433807, 0.002142427795353952, 0.0024426900167624833, 0.002672425241583737, 0.0028442515610076838, 0.0029689306474583797, 0.0030554893277110686, 0.003111367397289069, 0.003142582494963082, 0.00315390382228541, 0.003149027658957051, 0.0031307487630690086, 0.0031011229888639365, 0.003061617594198739, 0.003013246777819306, 0.002956690960095032, 0.0028923991911736805, 0.002820674749823887, 0.002741744589320665, 0.002655813696666678, 0.002563105772677264, 0.0024638917996858928, 0.002358508198407716, 0.002247366263545625, 0.0021309545100239094, 0.002009835473836339, 0.0018846383362137004, 0.0017560486155441166, 0.0016247959729713685, 0.0014916410280389936, 0.0013573618856743425, 0.0012227409454561309, 0.0010885523743488007, 0.0009555505714554283, 0.0008244597656925923, 0.0006959648850816918, 0.0005707036922344326, 0.0004492602398054642, 0.0003321595364059626, 0.0002198634222767117, 0.00011276755503752066, 1.1199447932200868e-05, -8.458248114527699e-05, -0.0001743889206854164, -0.00025809874096368506, -0.00033565716424258384, -0.000407073037180331, -0.00047241522598284074, -0.000531808138367386, -0.0005854264612802537, -0.0006334891507250219, -0.0006762528411914812, -0.0007140048008332917], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [122.1597111346072, 9163.932978296167, 2987.69927509295, 508.4182744229277, -256.3400811212038, -423.1056881150649, -401.354188421216, -330.75917987376073, -256.6879944826777, -192.23179438260513, -139.73965434298552, -98.19015379996954, -65.97319411762524, -41.095020680890016, -22.24071492061837, -7.998981341191452, 2.6103552304427966, 10.337312627414857, 15.899159236500992, 19.795583462520636, 22.422370689709666, 24.081928651683942, 25.037631455480014, 25.461476814657612, 25.50211073143444, 25.264843909133532, 24.832376507371187, 24.2665579059125, 23.609237475597876, 22.897743179566, 22.15269672864489, 21.39614631995508, 20.636737644403333, 19.8875622565401, 19.15083700954334, 18.43094208731591, 17.730788137045327, 17.05221100150544, 16.39626864479078, 15.760559732022095, 15.151155133785908, 14.562227255458682, 13.996296711625803, 13.450547949235036, 12.926951712494617, 12.42278789626737, 11.937706328764444, 11.47130146553467, 11.024838198837811, 10.59431210216905, 10.181037361593845, 9.784492186313509, 9.40279525088946, 9.036907708941214, 8.686267595993414, 8.348064343728854, 8.020017585396621, 7.712243361117039, 7.412766672997388, 7.130693172511537, 6.848042579992553, 6.58995348763949, 6.331620624913892, 6.088362705511445, 5.852435413785593, 5.630033256231434, 5.414260389368941, 5.205116426598167, 5.002562626575218, 4.806526899769934, 4.621515613783702, 4.442280852282055, 4.268724355344594, 4.1046201489370455, 3.941841308171426, 3.7878431346879764, 3.6386171835154317, 3.494037088647433, 3.3539699362415623, 3.2182783682898064, 3.086822429720966, 2.961995035910528, 2.838460700553853, 2.718749015264657, 2.6027228817987353, 2.492319352774094, 2.383166919466572, 2.277316236186525, 2.1746457559757935, 2.0750387452314905, 1.9767564215034934, 1.883020076297058, 1.7905409646383053, 1.702251278466942, 1.6138053939964225, 1.5293479574282294, 1.4473721952843404, 1.3666115665142926, 1.2871382692682967, 1.211166772759481, 1.1364070021024846, 1.0629152930985515, 0.9916810428941574, 0.9226213763768373, 0.8547961664453809, 0.7890667618289587, 0.7245683569713874, 0.6613307136010147, 0.6000996113599443, 0.5401100455230111, 0.4813806066386042, 0.4245569351754809, 0.36896260777891343, 0.31460743441344874, 0.2614976856653697, 0.21016472191143792, 0.15952864101884245, 0.11062232025879239, 0.06245329933286338, 0.015960690243892416, -0.02976703689080752, -0.07387645101049042, -0.11720426256688675, -0.159343009385109, -0.2003082330278173, -0.24045184935452893, -0.27942577369135224, -0.3172503865363623, -0.3542380362479404, -0.3900920117302457, -0.4248358885467108, -0.4589989167463865, -0.4918114728355166, -0.5240231469718404, -0.5551568962365144, -0.5854489924402668, -0.6148972232169049, -0.6435015298063459, -0.6712638147475304, -0.6980172727528307, -0.7241166312129964, -0.7493893138129731, -0.7738433625664403, -0.7976267163268841, -0.820596614648307, -0.8427651150317459, -0.8641450119536827, -0.8848617479922195, -0.9049113735569632, -0.9242919394563055, -0.942908588128624, -0.960868152422672, -0.9781730324841801, -0.9948270325113505, -1.010534817837925, -1.0258502568372339, -1.0409400557610244, -1.0551145117762522, -1.068431489816831, -1.0814948437907421, -1.0937355541105296, -1.1056874402902817, -1.117303342310944, -1.127705698907457, -1.1378116805703564, -1.1475827644902998, -1.1566492778987363, -1.165367826678066, -1.1737093564436725, -1.181122820346032, -1.1884424437662262, -1.195140619760836, -1.2012592864885303, -1.2070201834418364, -1.2124067598417954, -1.2174051339184964, -1.2218725096381136, -1.2258459273244948, -1.2294621889395922, -1.2327127616499471, -1.2355911086962612, -1.2380290651261787, -1.2401106335542804, -1.2418328056208552, -1.2431941087168845, -1.244173605619239, -1.2448119737584014, -1.2451101519348668, -1.2450751301467344, -1.244707909875966, -1.2440290202722952, -1.2430371376791323, -1.2417366595008765, -1.240132704401602, -1.2382750287641229, -1.2360871099593689, -1.2336680928192862, -1.2309220346961303, -1.2279679246207889, -1.2246928812283502, -1.221232868201101, -1.2174603717589645, -1.2135256994192238, -1.209288833567158, -1.2048312564512544, -1.200244726672563, -1.1953740316393124, -1.190308697076743, -1.1849691122063826, -1.1795391031001947, -1.173849532438597, -1.1679975881042117, -1.1619919763583249, -1.1557476626046954, -1.1493653356066016, -1.1428534996757427, -1.136125494599626, -1.1292838193808787, -1.1223365451959126, -1.1151962652327843, -1.1079658885130381, -1.1005580346343233, -1.0929807666382696, -1.0853365105880708, -1.0775385558754442, -1.0696883458918571, -1.0616998264324529, -1.0535811680472844, -1.0453405559318014, -1.0370765757359646, -1.0287052674813755, -1.0201458049321277, -1.011672167054625, -1.0030258862674706, -0.9943032567526509, -0.9855117019617307, -0.9766584816755431, -0.9677506783459471, -0.9587951854749361, -0.9497182136172726, -0.9406883568088661, -0.931552096915075, -0.922319006090644, -0.9131501334282377, -0.9038983035330822, -0.8945725134121953, -0.8853259646953308, -0.8759469794106268, -0.8665870835360749, -0.8571821711531198, -0.8478074217790704, -0.8383345718242843, -0.8289043955404664, -0.8194566598335502, -0.8099981877434445, -0.8005355324665167, -0.7910749746954253, -0.7816225213905869, -0.7721839058564555, -0.7627645889981559, -0.7533144203829094, -0.743895965261149, -0.7344608021645942, -0.725068588586349, -0.7156725935567699, -0.70632961813031, -0.6969459997346695, -0.6876739962853519, -0.6782811667179316, -0.6691005545449704, -0.6596817673067056, -0.6504816774203507, -0.6414929255786285, -0.6322951228932876, -0.6233137415375395, -0.6141474390059675, -0.6052014083466509, -0.5960928611963908, -0.5872072622593056, -0.578536567904274, -0.569724846894199, -0.5607903034130194, -0.5520811701562237, -0.5432666230912666, -0.5346771025421135, -0.5259980201879635, -0.5175427398740091, -0.5090122729236037, -0.5007036346986664, -0.49233279477927816, -0.48391310416297606, -0.47571804883977625, -0.467484802553423, -0.4594721185596484, -0.4514307387856243, -0.4433715811089546, -0.4355323429878503, -0.42746175610588794, -0.41983260713103254, -0.4119906846743956, -0.40436861156476017, -0.3967597549114519, -0.3891719115243666, -0.3816123969530399, -0.3742689519660598, -0.3669565680045697, -0.3596814957696241, -0.35244955738920253, -0.3452661579293941, -0.33829242715035907, -0.33121606015361765, -0.3243492080261057, -0.3175399333340877, -0.3107920822194491, -0.30397487986566596, -0.29736413768265985, -0.2908243187156956, -0.2843580264625569, -0.27796758924189346, -0.2715400074370133, -0.26531075866142106, -0.25905468211441, -0.25299258543210934, -0.2469127026105235, -0.24092376716319538, -0.23502628030505224, -0.22922058044620428, -0.22341762192809164, -0.2177123456661424, -0.21210439912725515, -0.20651240834593815, -0.20102192215573905, -0.19563202735654892, -0.1903417378110933, -0.185008195188197, -0.17984989107165975, -0.17472583450656382, -0.16964113838744263, -0.1646624555927843, -0.1597279580215433, -0.15489960176429177, -0.15011929870086577, -0.14544461873174197, -0.14076878373775722, -0.1362010380510042, -0.1316900306904843, -0.1272852216574021, -0.12289302647342759, -0.11860789865892762, -0.11434222857554277, -0.1101836955857244, -0.1060503414525134, -0.1020235031983423, -0.09806324933523657, -0.09413491731005241, -0.09027698632496295, -0.08648974076819514, -0.08277332333257008, -0.07909715601825917, -0.07552340915185995, -0.07196330032520191, -0.06847747089844579, -0.06506529006190984, -0.061700648558971095, -0.05841004289817947, -0.055168977294727035, -0.05197908842542876, -0.04886362236375307, -0.045779297710210214, -0.042770022865779425, -0.03981487139705557, -0.03691457558316931, -0.034069706615226396, -0.0312806860118436, -0.02853115394535135, -0.02585519245370047, -0.023220152543028536, -0.020642537634536905, -0.018107914378486457, -0.015631271536243087, -0.013199045198498334, -0.010824834469160764, -0.008483834809519534, -0.006213001162083068, -0.0039544673705621276, -0.001776786156571586, 0.0003134891922923539, 0.0024193284854848074, 0.0045331120979407264, 0.006467541453682494, 0.008411654493738718, 0.01035890702614458, 0.012223887153842837, 0.014087177787516843, 0.015870678836972782, 0.017578858547259203, 0.01928258845547301, 0.020913444464663776, 0.022536572383769854, 0.024147849287611763, 0.025687768958522185, 0.027160390604547037, 0.028620495634936814, 0.030064872281520407, 0.03144414730536731, 0.03280643145515032, 0.03414916290202007, 0.035429719224177314, 0.03665170734042065, 0.03789192402758405, 0.039038324084395275, 0.040199267932963065, 0.04130480700924812, 0.04238840810143617, 0.04344874924739016, 0.044457370931715395, 0.04544332131710107, 0.04640562057155451, 0.047343433747934455, 0.048233829659766234, 0.049100768928867417, 0.049943669693317455, 0.050762063500975986, 0.05153762243475457, 0.05230698389773151, 0.05303491539796498, 0.053739179190764645, 0.054419652230522725, 0.05507628506041982, 0.05570909564883019, 0.056318163463080856, 0.05690362379980938, 0.05746566238581233, 0.058004510258567045, 0.058520438931513166, 0.059013755845653465, 0.059484800106035934, 0.05993393849916251, 0.06036880969471676, 0.060774848345925975, 0.06116653757881803, 0.06153714163160923, 0.06188718046648601, 0.06221717951624294, 0.06252766756244042, 0.06282348046954371, 0.06310016139857286, 0.06336192635367967, 0.063605100148181, 0.06383030191021222, 0.06404088657912078, 0.06423417438968743, 0.06441079162622078, 0.06457533479398583, 0.06472174827025294, 0.0648559831693309, 0.06497337734503174, 0.06507862737584251, 0.0651692884056965, 0.06524680300881307, 0.06531130045697973, 0.06536244939681797, 0.06540121998017541, 0.06542780328939243, 0.06544241390307076, 0.06544528696667419, 0.06543667543785288, 0.0654170930686067, 0.06538642788997717, 0.06534511252699043, 0.0652934474433974, 0.0652317397570142, 0.06515962686831052, 0.06507870470332475, 0.06498788214900475, 0.06488729899979095, 0.06477896627025476, 0.0646614314825604, 0.06453488029015796, 0.06440057935221705, 0.0642577657337512, 0.06410780061294329, 0.06394984887312491, 0.0637841484498403, 0.0636121701640041, 0.06343174363637805, 0.0632455942300373, 0.06305275409883745, 0.06285348246116645, 0.06264672528021825, 0.06243536323132189, 0.062217020110272296, 0.06199327683747369, 0.0617643966047738, 0.061529286187103016, 0.06128954962417623, 0.061044086137328514, 0.06079450337297911, 0.060539695290018666, 0.06027991249538292, 0.06001540561875689, 0.05974373987617632, 0.05947588875375338, 0.05919602721356074, 0.058917740750735345, 0.0586280433390088, 0.05834036364781275, 0.05805481693796771, 0.05775867621153788, 0.05746506391091404, 0.05716146213080999, 0.05684829695507665, 0.056550675709913914, 0.05623163377687335, 0.05591614154220793, 0.055604220168986335, 0.05528409164402551, 0.054967824093521245, 0.054643910366015194, 0.054312772604842664, 0.05398602415548243, 0.05366362594321928, 0.053323752608830335, 0.052999468433377904, 0.05265851082632343, 0.05232258145622946, 0.051981333814293366, 0.051645253252073406, 0.051304292131031125, 0.050958814973681814, 0.05061881479358314, 0.05026521232985219, 0.0499267861210157, 0.049575431470465364, 0.04922996526591019, 0.048881380009830604, 0.048529982526940456, 0.04817607067476383, 0.047819932972530205, 0.0474701021711434, 0.04711829533517848, 0.04676477429011057, 0.04640979134269331, 0.04605358917331986, 0.045696400780135, 0.045338449470522034, 0.0449871968981281, 0.04462821246266007, 0.044276054135628844, 0.04391682194498192, 0.043557804184287556, 0.0432057452697298, 0.042847519610744, 0.04248998590533314, 0.042133285723183596, 0.04177755254689929, 0.04141696255058489, 0.04106365205104256, 0.040705949766846564, 0.04034990232135271, 0.039995600103983356, 0.03964312704159485, 0.03928730473742184, 0.03893367812019408, 0.038577268161812686, 0.03822337809164255, 0.03787205013544112, 0.03751859585918259, 0.03716797392302807, 0.0368156800653378, 0.03646645194088892, 0.03611596370646337, 0.03576874023624109, 0.035420628258175976, 0.03507189001332984, 0.03472674378395889, 0.03438128237424787, 0.03403573419536015, 0.03369031562991588, 0.033348861759904175, 0.03300422360710945, 0.032663766668163126, 0.03232403621347961, 0.031981880892354896, 0.031644163945670725, 0.03130763824747381, 0.030969343255070312, 0.03063566996897953, 0.030300611166487766, 0.029967369596058235, 0.02963604333560618, 0.029303964505290454, 0.02897410188979687, 0.028646527704060967, 0.028318736423610966, 0.027993478181397653, 0.027668349755105445, 0.027343567237367594, 0.027021673076295185, 0.026700409518905736, 0.02637995970855997, 0.026062672603090413, 0.025744303141463806, 0.025429306617111767, 0.025113624213877465, 0.024801488909029754, 0.024489021129120818, 0.02417835875126443, 0.02386960580543354, 0.023562858223227297, 0.023256454608618537, 0.02295231024094912, 0.022648830538751323, 0.022347826289952147, 0.02204776762588815, 0.021748820270395954, 0.02145113906697127, 0.02115927995676412, 0.020868747984087898, 0.020571280942791866, 0.020281268481991847, 0.01998510587706418, 0.019696453415669005, 0.019414997745389656, 0.01912812359487512, 0.018848475876224787, 0.018564051469843655, 0.018286851606316525, 0.018005460721915462, 0.01773126438558129, 0.01746396253961944, 0.017182695046841095, 0.016918821593098984, 0.016641979186492968, 0.016381920925947827, 0.0161098203394179, 0.01584488246869607, 0.015586802713038481, 0.015326735796201453, 0.015065071556387723, 0.014810288947700142, 0.014554197619725696, 0.014297141068007717, 0.014046923932310005, 0.013795970555546619, 0.013551669368038803, 0.013299935926212368, 0.013061744931928609, 0.012816661910719632, 0.012571833174547895, 0.012333671259968036, 0.012095873082448312, 0.011864503126792972, 0.011627898851709832, 0.011397797102692028, 0.011168531957025704, 0.010940275942649114, 0.010713189902745229, 0.010487423388409287, 0.010267923765050067, 0.010045065898556861, 0.009828458653948867, 0.009608995506967203, 0.009395740839855582, 0.009184251877997169, 0.008970569418713475, 0.008762993502395882, 0.00855743150554265, 0.008350239105150033, 0.008145405241375987, 0.007946476825339086, 0.007746392127845212, 0.00754879140550895, 0.007353704512257422, 0.007158047035878422, 0.006968148859426954, 0.006777894235790878, 0.006590396675707467, 0.006402900183825457, 0.006220997253457756, 0.00603924683035765, 0.005857874058437207, 0.005679528719602593, 0.005504183812559422, 0.005329517369729757, 0.005157932113732328, 0.00498723534908322, 0.004819675045902778, 0.0046531817107977195, 0.004487897255457047, 0.004325851253887643, 0.004165145946477601, 0.004005896572148167, 0.0038499330294844668, 0.003695517455167791, 0.0035427419410053425, 0.0033916902260640058, 0.003242438083851816, 0.003095053709333622, 0.0029510147329344177, 0.0028074955257443622, 0.002666008353387549, 0.0025265948638516114, 0.002389290981832287, 0.0022541272539114434, 0.0021211291824616827, 0.0019891995004667675, 0.0018595482775537124, 0.0017321842117491346, 0.0016061049046555299, 0.0014823884620022165, 0.0013600910709010996, 0.001240208891874506, 0.0011218540457164597, 0.0010059461601987128, 0.0008916506777544998, 0.0007790315187338403, 0.000668145619280164, 0.0005590432915558014, 0.0004524706323460577, 0.00034703584617453467, 0.00024350015967508743, 0.00014251798847755569, 4.2834041670963206e-05, -5.546340721506585e-05, -0.00015117708627625126, -0.0002454385647172811, -0.0003376632843396199, -0.000428347653002247, -0.000516959067134408, -0.0006039636873825757, -0.000689317257188186, -0.0007729814538580536, -0.0008557340993060087, -0.0009351160989421561, -0.0010112988269376673, -0.0010880225018400883, -0.0011649941588164207, -0.001235384095307078, -0.0013092033938494072, -0.001376774786163424, -0.0014444068566033333, -0.0015118690137811172, -0.001576321991603552, -0.0016404312083952647, -0.0017016136495581864, -0.0017600245639991495, -0.0018179873972181799, -0.0018753350595731098, -0.0019299408071208515, -0.001983830373117941, -0.0020350826481760334, -0.002085536988701144, -0.0021334624110948804, -0.0021805251294008806, -0.0022251696338945423, -0.0022689015547719695, -0.0023116264257161743, -0.002353258709634372, -0.0023925653712734986, -0.0024296774123713253, -0.0024667762497430617, -0.002501678605786945, -0.002534510054011169, -0.0025670950599078046, -0.002597624353633695, -0.0026269639345377176, -0.0026550770479917057, -0.002681284748887729, -0.0027069042078955805, -0.0027306613696247654, -0.002752667791526788, -0.0027739797613017692, -0.002794027439543271, -0.0028124041804074595, -0.002829940320702236, -0.002845869720799014, -0.002860589987354765, -0.002874102800413186, -0.0028864127256875496, -0.0028975269857965513, -0.002907455239313565, -0.0029162093683013975, -0.0029239342463656818, -0.0029303604208279627, -0.0029356606338547604, -0.002939853683911405, -0.002943004188793145, -0.0029450509960006893, -0.0029460120717388545, -0.002945945262220713, -0.0029448261363274166, -0.0029427181044057917, -0.002939583763654479, -0.0029354791963968323, -0.0029304348151382937, -0.002924387482279833, -0.0029174385964388047, -0.002909505104185877, -0.002900714651323082, -0.00289110080953426, -0.0028805535886703816, -0.0028692325060141253, -0.0028570128025987495, -0.0028439068274594744, -0.002830100823418314, -0.0028154518831421567, -0.002800159997648279, -0.0027840716075812314, -0.0027672063266299973, -0.0027495852734256733, -0.0027314299541818052, -0.002712368975788192, -0.0026928273874590315, -0.002672630481648228, -0.0026518033672484932, -0.002630371773806938, -0.002608149630723593, -0.002585587057578312, -0.00256249996513033, -0.002538700717511408, -0.002514430523801981, -0.002489717156178378, -0.002464588224961993, -0.002438856924832666, -0.0024127658477874248, -0.0023863422990906494, -0.0023594015303187955, -0.002331973567574367, -0.002304297836874673, -0.002276400446428498, -0.0022478954026031615, -0.0022192261361041916, -0.0021902154528251087, -0.002160893475600739, -0.0021312901474382466, -0.0021014351416913414, -0.002071550624054976, -0.0020412772981508133, -0.0020108388328259437, -0.001980263084416672, -0.0019493949253777472, -0.00191844890466095, -0.0018874510755793256, -0.0018562529090895314, -0.001825058616141242, -0.0017937241048450899, -0.0017622813719819278, -0.0017307617132652161, -0.0016996717980448234, -0.0016682353297574751, -0.001635889876598326, -0.0016057066084145418, -0.0015731943893134072, -0.0015428221189984265, -0.001510285314517362, -0.0014798614442458388, -0.0014487694932563914, -0.0014170878388381314, -0.0013874401303266358, -0.0013559880487697318, -0.001325322197254436, -0.0012954225441160253, -0.0012651184405310355, -0.001235599792574176, -0.0012057541384188856, -0.001175648110650831, -0.001146377109902521, -0.0011169143196169122, -0.0010882933687897682, -0.0010604879710716124, -0.0010316379747791812, -0.001003660572957606, -0.0009765265796478719, -0.0009485371537472581, -0.0009222470988214048, -0.0008951996702498771, -0.0008690322219953357, -0.0008429805881032161, -0.0008170868152071791, -0.0007920732958195557, -0.0007672469806019104, -0.0007426441054079493, -0.0007189117891215899, -0.0006954239597643478, -0.0006722113145157379, -0.000649302413066185, -0.0006267236808440314, -0.000605006310442788, -0.0005831386411245398, -0.0005621358503730277, -0.0005415105430059792, -0.0005212802843575656, -0.0005014607569525873, -0.0004820658107372805, -0.00046310751865786105, -0.0004449584713343417, -0.0004268869418057513, -0.00040927873089917013, -0.0003921394411951821, -0.00037547323006020936, -0.0003592828829592709, -0.0003435698876606101, -0.0003283345088581396, -0.00031357586277905227, -0.00029905600074615365, -0.0002852556110339691, -0.0002717097702244859, -0.0002584465431297762, -0.00024587321092595945, -0.00023358833569549263, -0.00022178429481935926, -0.00021045113905451712, -0.00019942536642355855, -0.00018886639137361572, -0.00017876193226795857, -0.0001689710370596918, -0.0001595035442070935, -0.0001504807592019152, -0.00014188768866735016, -0.00013360914358832857, -0.0001256489316434552, -0.00011809721932199701, -0.00011085520695344275, -0.00010392285080149257, -9.729876775200431e-05, -9.104740219461664e-05, -8.508878481013357e-05, -7.941890918080659e-05, -7.408694787556228e-05, -6.897507088941776e-05, -6.418161466801984e-05, -5.9602797285893586e-05, -5.528123648488388e-05, -5.1245767344297995e-05, -4.7411206232855944e-05, -4.380876475158427e-05, -4.0429466545656914e-05, -3.723757731727021e-05, -3.4279274551751866e-05, -3.149398110294641e-05, -2.88781493561921e-05, -2.6465010151640767e-05, -2.4188514470318512e-05, -2.209533739127744e-05, -2.0128955841690162e-05, -1.8313871524717468e-05, -1.6628959019496836e-05, -1.5079070844405464e-05, -1.3645648214391162e-05, -1.232291448070661e-05, -1.110502934932574e-05, -9.98614105777204e-06, -8.960432965590112e-06, -8.022164654719374e-06, -7.1657076982159735e-06, -6.38105655532763e-06, -5.672422591281083e-06, -5.026036863122047e-06, -4.438186031045614e-06, -3.907958567128124e-06, -3.4306681689457743e-06, -2.999688954255799e-06, -2.611642414426828e-06, -2.2649428127161007e-06, -1.954298212025405e-06, -1.6715302441898802e-06], 'MSE': 17210.438773217193, 'R_2': 0.875165756724825, 'U_norm': [-207.31984493709356, -62.89590644084453, -0.12990887836816303, 0.11650925309393825, 0.0838937718658427, 0.06324062452452527, 39.49618137251487, 123.40335001565315, 111.40112538019184, 13.13960920339158, -0.025105159219820795, -0.021992145447202186, -0.01552477471399297, -0.0071553084609270725, 0.0014552019399205216, 0.005756632047441726, 0.015975363082925426, -5.43945754595388, -10.088041884885396, -1.4373529409976797, 0.017598432291463854, 0.02779208444091084, 0.02917361814158017, 0.0293956025827579, 0.02856713484187359, 0.027754845767652362, 0.027076550800396816, 0.026308045696496328, 0.025375600393375743, 0.02426638686030621, 0.02298905612310993, 0.1657961418342866, 0.04776295715285492, 0.018499989801976553, 0.016925326529114233, 0.015400421730545413, 0.013932277203459659, 0.012529396574324853, 0.011338264769784605, 0.010276572845640299, 0.00926508970923574, 0.008281947746012026, 0.007438303678254559, 0.00669826337651101, 0.00601394555536325, 0.005366820512896003, 0.004712342891377314, 0.0041402939578514064, 0.003617940946273737, 0.00310917329272025, 0.0026290577241663508, 0.002177903568529164, 0.001756698416658059, 0.0013667276991120043, 0.0010092604022962019, 0.000685311036758346, 0.00039547833551114615, 0.00013985470697388223, -8.200421857608178e-05, -0.00027106236032072153, -0.000428751319382533, -0.0005568961035686075, -0.0006576290373573981, -0.0007333005343930106, -0.0007863933049228601, -0.0008194444916908767, -0.0008349784737520394, -0.0008354515891653715, -0.0008232088842447954, -0.000800452188325526, -0.0007692182938955984, -0.0007313657584946027, -0.0006885687679158639, -0.0006423165629637674, -0.0005939170836898706, -0.0005445036833526855, -0.0004950439781277152, -0.0004463501055093735, -0.0003990898475383715, -0.0003537982270749293, -0.00031088930410865163, -0.0002706679851690622, -0.0002333417159419663, -0.00019903196165315314, -0.00016778539629400265, -0.00013958472827292517, -0.00011435908909150348, -9.199390950927404e-05, -7.234020677605644e-05, -5.522320765380367e-05, -4.0450238545850235e-05, -2.7817824057256807e-05, -1.711795000059275e-05, -8.143464239043417e-06, -6.926079137760132e-07, 5.427310621599576e-06, 1.0397067885966497e-05, 1.4383455373683778e-05, 1.7537924578362322e-05, 1.999587261479748e-05, 2.1876486306724774e-05, 2.328305741132385e-05, 2.430368103253213e-05, 2.5012250819185517e-05, 2.5469668974405798e-05, 2.572519591907121e-05, 2.581787236078678e-05, 2.5777956063551472e-05, 2.5628324930985224e-05, 2.538580819613381e-05, 2.5062416839104573e-05, 2.466645309587086e-05, 2.4203486890957495e-05, 2.367719415110538e-05, 2.3090057517821534e-05, 2.244393483174294e-05, 2.174050411749196e-05, 2.0981596591054524e-05, 2.0169430515158892e-05, 1.930675983145096e-05, 1.8396951400412294e-05, 1.7444004207640527e-05, 1.6452523175575868e-05, 1.5427658784899902e-05, 1.43750226925441e-05, 1.3300587908257096e-05, 1.2210580867401762e-05, 1.1111371140779746e-05, 1.0009363455230109e-05, 8.910895145370564e-06, 7.822141726007458e-06, 6.7490317386505525e-06, 5.6971720074863875e-06, 4.67178326042339e-06, 3.677646555394643e-06, 2.71905961549997e-06, 1.7998030672452846e-06, 9.231157658723433e-07, 9.167873642237955e-08, -6.923926109404994e-07, -1.4275485712588776e-06, -2.1127975760058475e-06, -2.747691214350054e-06, -3.33230190507963e-06, -3.867193387298381e-06, -4.353384063198078e-06, -4.792303920989035e-06, -5.185745335604521e-06, -5.535809118253163e-06, -5.84484684746824e-06]}, 'iteration_50': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-25427.83912304137, -7878.863702653721, -8.01924782701588, 9.032519953140023, 5.9968709257836, 4.5840936664969485, 5365.729322786517, 15261.675486129796, 13494.52588434067, 1279.821263263683, -2.1023190322305183, -1.515284613542341, -0.6661437157395346, 0.32079052248166967, 1.2911864276322622, 1.730622732003633, 2.8531011273330273, -669.1740461272119, -1225.864812678183, -177.5372909379096, 3.2967412767473885, 4.0438710913610105, 4.153691009635746, 4.096078374404718, 3.891809156985383, 3.6825354669892185, 3.488647860591094, 3.2928946849435055, 3.0905116393530347, 2.88355544302294, 2.6746022400715055, 21.81394176679848, 7.891781581963559, 2.0670614071150704, 1.881467606820628, 1.7079053819323127, 1.544688497361485, 1.3923387594120906, 1.266629042754272, 1.1540770253062154, 1.0451803884023279, 0.9389587121248135, 0.847217070525438, 0.7647157013251572, 0.6882253708050172, 0.6145468215439667, 0.5395223323236114, 0.47354837193995863, 0.4121871677430589, 0.3527794624887544, 0.29670973990807725, 0.24410555426129074, 0.195134266772521, 0.14996736060861182, 0.10875222196098455, 0.07159181676919456, 0.03853197399992171, 0.00955545894303255, -0.015418295889531334, -0.036529056827395004, -0.05396853615165461, -0.06797118584338806, -0.07880406395595493, -0.08675659047279413, -0.09213082577170277, -0.09523269911101732, -0.09636444934940405, -0.09581839790975388, -0.09387206286044118, -0.09078454299633347, -0.08679404837851859, -0.08211642479378621, -0.07694450917280107, -0.07144815603611006, -0.06577478721815594, -0.06005033449330574, -0.054380464602640045, -0.04885199586063371, -0.04353443406999393, -0.03848157130341019, -0.03373310470325154, -0.029316242734182135, -0.02524727466126082, -0.021533084628304503, -0.018172596191107265, -0.015158136013039685, -0.012476707618760043, -0.010111167938283282, -0.00804130073738459, -0.006244782637264428, -0.004698038864394593, -0.0033769876184056567, -0.002257673672553985, -0.0013167936330359081, -0.000532117099071418, 0.00011719046016813516, 0.000650335797148888, 0.0010847484734157304, 0.0014360045347467237, 0.0017178133821553335, 0.001942057563650529, 0.0021188754355857538, 0.0022567768153197052, 0.002362782536944405, 0.002442579402545549, 0.0025006831472552064, 0.0025406029526853675, 0.0025650021370989687, 0.0025758507939881835, 0.0025745670790995327, 0.0025621449033590184, 0.0025392666256365487, 0.002506400082451955, 0.0024638799886202087, 0.002411974209263232, 0.0023509358572594246, 0.002281042440538001, 0.002202623473395988, 0.002116078065995225, 0.002021884088053567, 0.0019206003792866658, 0.0018128634956861482, 0.0016993802464177344, 0.0015809172504070489, 0.0014582885009199525, 0.0013323418402488459, 0.0012039450222105284, 0.001073971989061124, 0.00094328974088289, 0.0008127461604434146, 0.0006831589722818395, 0.000555305963809569, 0.0004299165596867446, 0.00030766470709440915, 0.00018916307569415985, 7.495852115389705e-05, -3.447126927468769e-05, -0.0001387200295158228, -0.00023745411030686868, -0.0003304127016916973, -0.00041740712494613895, -0.0004983192323016501, -0.0005730989371428692, -0.0006417608996565784, -0.0007043803788143141, -0.0007610883144189087, -0.0008120656540437183, -0.0008575370543732819, -0.0008977640435690535, -0.000933037843804605], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [121.42157029523035, 9179.525666190824, 2975.726476429233, 498.6851655758212, -259.9491289764196, -422.85448259506927, -399.337777067245, -328.13958886589353, -253.9960270095896, -189.67723586163515, -137.38916362300273, -96.05305452007187, -64.03734395491287, -39.344070141205925, -20.656524071725812, -6.566148147270825, 3.9055981077891078, 11.50798841808055, 16.955820779908734, 20.74757475366729, 23.27799455164191, 24.84916069800491, 25.7224868048952, 26.070401676249627, 26.039992515130457, 25.73658631371729, 25.242448853733435, 24.61905161137659, 23.907611011488587, 23.145518859948822, 22.352880805300707, 21.551813772327062, 20.750539157715505, 19.96221621120833, 19.188709780592998, 18.43429350480911, 17.701779731860732, 16.992913033049316, 16.308666060804875, 15.64643819156891, 15.01247266780036, 14.400640435588047, 13.813509649068452, 13.2481147182655, 12.706456940292309, 12.18568411957667, 11.685402405747137, 11.205161322577231, 10.746225965426895, 10.304446460273427, 9.881141220749152, 9.475739493993046, 9.086284346835221, 8.713721183287122, 8.357436616249444, 8.014539928400577, 7.68269713638616, 7.372087398932847, 7.0705733177803936, 6.787275294167847, 6.504117540240139, 6.246233878531976, 5.988784158049884, 5.7470126619906825, 5.5131666927911525, 5.29333255884634, 5.0806399456545766, 4.875059407883966, 4.676521111611827, 4.484920318031825, 4.304606209701691, 4.130409832854844, 3.9622013434537493, 3.8035876327992084, 3.6466786781460994, 3.4986272922284325, 3.3555320557590074, 3.2172389549140084, 3.08358832566121, 2.9544171350362287, 2.8295609752974364, 2.7112547423342197, 2.5944132669232043, 2.4814091466348134, 2.3720865745874185, 2.2682408083869463, 2.165737089574614, 2.0664843803380197, 1.9703484953113206, 1.8772015018780122, 1.7854029812867318, 1.6979459026186077, 1.611747118878402, 1.5295268164189992, 1.4472277607832449, 1.3686974125772495, 1.2925238335500155, 1.217522756536484, 1.1437554557800327, 1.0732707089199771, 1.003937941700031, 0.9358054167704007, 0.8697864000810204, 0.8058002783461758, 0.742973098343888, 0.6821003160129159, 0.622378979475266, 0.5638351531674365, 0.507157872223725, 0.4516379038671433, 0.3972917078042256, 0.3447160540121068, 0.29328457196538094, 0.2430060769295032, 0.1938862160319584, 0.14641626247088002, 0.09959758780334971, 0.05438526513165019, 0.009861895378093668, -0.03310435853398323, -0.07535575005887872, -0.11610358158742043, -0.15612065729318683, -0.19503039540424666, -0.23284703368980592, -0.26989522045641157, -0.3058535154814254, -0.34074068923905093, -0.37484469541969273, -0.4078918485443566, -0.4399039472511867, -0.47136845059315424, -0.5015765253546487, -0.531218306779865, -0.5598547393848454, -0.5877032632911909, -0.614761853044398, -0.6410305045489082, -0.6665110559492129, -0.6910506882939065, -0.7149749427431611, -0.7381256781639843, -0.7605105085601219, -0.782264992968788, -0.8032587271370761, -0.8235031003308051, -0.8430101980293643, -0.8618947636358518, -0.880153377484769, -0.8977844915077545, -0.9147022259406442, -0.9310041188230813, -0.9466926913304954, -0.9617717768174776, -0.9759749549096632, -0.9898036263363558, -1.0034074983064922, -1.0161650545409657, -1.0281301495445672, -1.0398456694788039, -1.0508016472341863, -1.0614763129443086, -1.071826568051748, -1.0810724802486897, -1.0900313149299936, -1.0986680044426584, -1.1066564420591434, -1.1143115774327377, -1.1216071602971371, -1.1280636501888945, -1.1344085446354337, -1.1401838076490436, -1.1454283341972473, -1.1503332771530472, -1.154883972755326, -1.1590682355830708, -1.1627680481610645, -1.1660176859357734, -1.1689306998983873, -1.171499825709289, -1.1737196442308573, -1.1755400313032578, -1.1770265362116497, -1.1781769745980493, -1.1789905742202533, -1.1794599202653873, -1.1796113578459015, -1.179446303754111, -1.178982427021241, -1.1781995984528553, -1.1771384138997818, -1.1757874674547124, -1.1741512971794783, -1.1722350911503148, -1.1700945750763543, -1.1676406198619065, -1.1649836401113014, -1.1620174227729068, -1.1588697904151832, -1.1554197280276117, -1.1518098258582414, -1.1479063834823762, -1.1438643442006355, -1.1395392712577623, -1.1350144847142671, -1.1303819515605653, -1.1254843850889371, -1.120411858209852, -1.1150846427046037, -1.109685660514344, -1.1040462606071246, -1.0982627252734756, -1.0923432114368017, -1.0862038161065901, -1.0799434378690265, -1.0735699943127102, -1.066998544909549, -1.060329075944845, -1.0535690577422414, -1.0466332978941755, -1.0396216139838734, -1.032449111834132, -1.0251236456056514, -1.0177440652050114, -1.0102264816138784, -1.0026685127565917, -0.9949871235465173, -0.9871901496075128, -0.9792854152193379, -0.9713672897883463, -0.963355126538187, -0.9551716406266249, -0.9470785720151408, -0.938828849547796, -0.9305143884416407, -0.9221421666831002, -0.9137189928715077, -0.9052514945125347, -0.8967461081951538, -0.8881327298636319, -0.879571215542391, -0.8709158740823021, -0.862175814422152, -0.853503341158398, -0.8447590964325722, -0.835951592135903, -0.8272253595417571, -0.8183805444754625, -0.8095600247047047, -0.8007032875853095, -0.7918810268947494, -0.782972491372157, -0.7741100165008336, -0.7652368722515879, -0.7563593996111432, -0.7474836751100887, -0.7386155093663574, -0.7297604469323512, -0.7209237673240866, -0.7121104871136122, -0.7032736286303287, -0.6944716363222115, -0.6856591894612081, -0.6768919343708202, -0.6681261688176275, -0.6594147990936857, -0.6506704417756098, -0.6420348872874457, -0.6332916194544487, -0.6247505462819559, -0.6159926375697438, -0.6074426937658547, -0.5990935296029815, -0.5905546420541364, -0.5822209953902642, -0.5737201475993041, -0.5654278311543625, -0.5569891699232697, -0.5487612211498449, -0.5407362188182263, -0.5325846740465807, -0.5243235953611332, -0.5162748859993981, -0.5081327175348321, -0.5002022358456694, -0.49219289200580046, -0.4843937742344033, -0.47652899400331045, -0.4688722899366247, -0.4611618120394249, -0.4534099259583407, -0.44586831256208354, -0.4382949832317624, -0.4309278374539615, -0.42353757992552893, -0.41613427289720206, -0.40893614788125054, -0.4015288502431365, -0.39452974874289737, -0.3873385244740132, -0.3803519001366252, -0.373380335122088, -0.3664309555085199, -0.35951043508103003, -0.35279050767073805, -0.34610173605096745, -0.33944980213883286, -0.33283998714470053, -0.326277182951198, -0.31990846008792323, -0.3134485520402138, -0.30718236182674236, -0.3009711024293307, -0.29481822183747647, -0.28860448194314586, -0.2825812097362943, -0.2766247718295777, -0.27073746770471824, -0.2649213434804835, -0.2590735362900648, -0.2534082045967094, -0.24772048716080472, -0.24221105115004785, -0.23668735225295742, -0.23124814179667302, -0.2258937890810395, -0.22062451601483987, -0.2153594595111458, -0.21018471249284987, -0.20509986637692093, -0.20003108480719528, -0.19505585796237873, -0.19017326885278754, -0.18538233682391678, -0.18055365933575343, -0.1758849870623332, -0.171248623156232, -0.16664915802736247, -0.16214682100590452, -0.15768563524047605, -0.15332155056797667, -0.14900199999445443, -0.1447789412932188, -0.14055586567027933, -0.1364313923575782, -0.13235908832791976, -0.12838354001145083, -0.12442023320943801, -0.12055434883717925, -0.11670679737687699, -0.11295661335637112, -0.10922983459987587, -0.10559974671521638, -0.10203029258528011, -0.09849018830321758, -0.09501406775804681, -0.09160213700801009, -0.08825447537276392, -0.08494349597191253, -0.08172514578064188, -0.07851942885868402, -0.07538091216885433, -0.07230898231067144, -0.06928009246032113, -0.06631805497677581, -0.06340078048605041, -0.06052970522713061, -0.057725714287171756, -0.0549498173895082, -0.05224149707237901, -0.04958188513564568, -0.04697160728375202, -0.04441114521520048, -0.04190084701360856, -0.03942595637402523, -0.0370171220391153, -0.03464492644137206, -0.032324198598338384, -0.030041916467848182, -0.027811550725021592, -0.025620861695044225, -0.02348207487705562, -0.021372820601666263, -0.019326375336174536, -0.01729056552304532, -0.01532716311422389, -0.013442083201934078, -0.011542439264761046, -0.009635041647718534, -0.007888919990149068, -0.006133459615023537, -0.004374507817050147, -0.0026891997434485234, -0.0010047008320900692, 0.0006083965678187881, 0.002154099100614277, 0.003696547606647925, 0.005173804476103446, 0.006644886419658438, 0.008106110305476071, 0.009503513275055232, 0.010840728648998682, 0.012167499430350856, 0.013480954464872087, 0.014736189601563976, 0.015976979707518223, 0.01720103228520822, 0.018369477917324493, 0.01948553952398901, 0.020619391466896734, 0.021668579515118105, 0.022732251586557263, 0.023746349434982866, 0.024741543273225645, 0.02571664212472747, 0.026645441433241445, 0.027554654778063264, 0.02844339469963615, 0.02931090234317603, 0.030135921529912547, 0.03094060693510648, 0.03172442405838397, 0.03248693902239698, 0.03321102088765204, 0.033930870654555155, 0.03461351745135266, 0.03527555370409164, 0.03591685187944742, 0.03653734976595689, 0.037137045018624464, 0.037715989916232436, 0.03827428634803977, 0.038812081041815535, 0.03932956104099565, 0.039826949435138655, 0.0403045013447551, 0.04076250015895147, 0.04120125402212857, 0.04162822773035517, 0.04202906292601285, 0.042417992522627415, 0.04278831958706478, 0.04314048958214346, 0.04347495313653597, 0.0437921641765744, 0.04409703639056275, 0.044384944278419526, 0.044660233617071485, 0.044918992274798404, 0.045161756610148804, 0.04539208181629693, 0.04560696866853014, 0.04580696136997511, 0.045997254051323995, 0.04617074581739971, 0.04633436990852609, 0.046482317983348495, 0.04662035701366268, 0.046745219745531766, 0.04685868824773347, 0.04696084411576928, 0.04705086950411805, 0.047130103005484404, 0.04719868365914063, 0.04725677228784386, 0.04730454891545866, 0.047342210335721634, 0.04736974522897492, 0.04738791781920229, 0.047396638388021224, 0.047396149795913264, 0.047386701786149676, 0.04736835073366295, 0.04734168424267143, 0.0473065063967088, 0.047262899232760475, 0.04721186884386827, 0.047152855292581335, 0.04708598522447556, 0.04701199933651926, 0.046930546597019146, 0.046842468634703316, 0.04674733819160367, 0.046645334987904505, 0.046537422838270566, 0.04642227666867227, 0.04630167154874192, 0.04617503381797184, 0.0460425686746862, 0.04590359574728728, 0.04576008584544078, 0.04561046026013402, 0.04545582397869531, 0.04529639234075609, 0.045131426237045434, 0.04496207356968625, 0.04478757960595351, 0.04460910983438947, 0.044425896194125326, 0.04423813386203533, 0.04404601960061994, 0.04384778768251036, 0.043651487448049614, 0.04344553824039142, 0.04323994149959773, 0.043025109999699176, 0.04281100852575777, 0.0425977803061812, 0.04237592868613499, 0.04215529094269198, 0.04192646902588989, 0.04168975194625592, 0.04146416708907174, 0.04122170803718065, 0.04098132510229522, 0.04074308073261726, 0.04049799004152708, 0.04025530284036504, 0.040006200586319735, 0.03975099075008206, 0.039498636217326265, 0.039249145446816125, 0.03898561570611509, 0.03873369583029641, 0.038468336111895436, 0.038206416267267666, 0.03793988300380734, 0.037676938865856234, 0.037409735974533884, 0.03713855397075112, 0.03687125013674133, 0.03659282086038702, 0.036325939766977365, 0.036048457900267776, 0.035775233246168416, 0.03549915584963976, 0.03522046774767617, 0.034939405114956745, 0.03465619788091241, 0.03437764578149, 0.03409716775662545, 0.033814974256757974, 0.033531269044622426, 0.03324624903484479, 0.03296010417696868, 0.03267301737874958, 0.032390987333590464, 0.03210243193761511, 0.03181905752451661, 0.0315296844199599, 0.031240180323314718, 0.030955998067097864, 0.0306665488238036, 0.03037737290688145, 0.0300885916008717, 0.029800319895395742, 0.02950783871224291, 0.029220999383589217, 0.028930334223883275, 0.02864075812993788, 0.028352352626279272, 0.028065194018704626, 0.027775066143688576, 0.027486493175912726, 0.027195415618491748, 0.026906168422831597, 0.026618794988689493, 0.02632946474627791, 0.02604224132144453, 0.025753439873075278, 0.025466949296400896, 0.025179226289706463, 0.024893990899650092, 0.02460783707056264, 0.024320982930348636, 0.024036904320344544, 0.023752391631257332, 0.023467636409114718, 0.023182820756581263, 0.02290111356115337, 0.022616621058060987, 0.02233542772824482, 0.022054687198686532, 0.021771797970512485, 0.021492439483014665, 0.021213932900021614, 0.02093383151849517, 0.020657432332529438, 0.020379764821772256, 0.020103487155411107, 0.01982868636940555, 0.019553154141417266, 0.01927935827030227, 0.01900736461320981, 0.018735097546709854, 0.018464846207272696, 0.018194618780985307, 0.017924599003207007, 0.01765690576908335, 0.017389666688884038, 0.01712303859496454, 0.016858981149973296, 0.016593966136172672, 0.016331706882515343, 0.01606882890978635, 0.0158088619193598, 0.015548579595515557, 0.01528976726151174, 0.015032516438719095, 0.014776911871705732, 0.014521573761338554, 0.014268102782610915, 0.014015174647050524, 0.013764303099285183, 0.013514217643201177, 0.01326506093573072, 0.013016966570081183, 0.01277373581737428, 0.012531626727282318, 0.012283759368016485, 0.012042128747940375, 0.011795404599615889, 0.011554971625715851, 0.01132057097426451, 0.011081701022958306, 0.010848895206296366, 0.01061216543677267, 0.010381504823447341, 0.010147418671246156, 0.009919382679518628, 0.009697147323956112, 0.009463377583400726, 0.00924414121125443, 0.009014215122756762, 0.008798313691578543, 0.008572508409256423, 0.008352744954087487, 0.008138768538781097, 0.007923248301206581, 0.007706515309772754, 0.007495595034732134, 0.007283709382785706, 0.007071150274364423, 0.006864373157414116, 0.006657119151800527, 0.0064554915549339805, 0.00624787325634328, 0.006051564248186979, 0.005849723738407835, 0.005648249948523892, 0.005452419956785485, 0.005257050843976975, 0.00506712478219661, 0.004873073994124225, 0.00468453001856006, 0.00449684902463825, 0.004310177291857718, 0.00412465110395827, 0.003940397076271127, 0.003761450589960271, 0.003579968652310991, 0.0034037798715030355, 0.0032254802135181643, 0.0030524370028342973, 0.0028810413460261513, 0.0027080936018609694, 0.002540313706185449, 0.002374388873764118, 0.0022073855245437497, 0.002042526513633152, 0.0018826607458265886, 0.001722113584212182, 0.001563812645066035, 0.0014077815748339485, 0.0012515592472815676, 0.0011001988184228594, 0.0009488242465155348, 0.0007999175782070465, 0.0006512942806333819, 0.0005073849867372915, 0.0003638822602601174, 0.00022097334211990227, 8.074870711303228e-05, -5.6816940001985626e-05, -0.00019354345526215587, -0.000327548524574051, -0.0004605436567551603, -0.0005907767535500653, -0.0007198561850404797, -0.0008476661865140006, -0.0009726381556063419, -0.0010962369814584206, -0.001218369771076056, -0.0013376352860437703, -0.0014553650976253543, -0.0015714861242286575, -0.0016859324335129103, -0.0017986449050343722, -0.0019095708931232914, -0.002017603283744031, -0.0021248611935541133, -0.002230209057898332, -0.0023336168505420814, -0.0024350594050207386, -0.002534516114390269, -0.0026319706408661357, -0.002728224548121586, -0.002822393111707737, -0.0029144742110214458, -0.0030051919153573836, -0.0030937703962872986, -0.0031808860475579614, -0.0032658304276085674, -0.0033492345175998297, -0.0034304525933518204, -0.0035100724490699847, -0.003588047996878339, -0.003664339033526112, -0.003738910924342191, -0.0038112593657090433, -0.003882330545370698, -0.00395160830726468, -0.004018662468077601, -0.004084329984484867, -0.004148546988451665, -0.004210536239931625, -0.004271036362102755, -0.0043296735972114826, -0.004386765919711611, -0.004441981064644842, -0.0044956134363857364, -0.004547635720686167, -0.004598025497911058, -0.004647243912385372, -0.004693840567379345, -0.004737956336734146, -0.00478175149685271, -0.004825008182651064, -0.004863931185656158, -0.004904055493425108, -0.004940118524634945, -0.004975533621350469, -0.005010134615926647, -0.0050424674045480905, -0.0050738734825193305, -0.005103091972309644, -0.005130247993583165, -0.005156427457918917, -0.005181516475722887, -0.005204593682393663, -0.00522652645009757, -0.005246544132118673, -0.005265378551155526, -0.005282396892053032, -0.005298206360445585, -0.00531229986082874, -0.005325170305990128, -0.005336762270001548, -0.0053470275901580586, -0.005355686723635982, -0.0053628414370638965, -0.005368890923440118, -0.00537345853028837, -0.005376640818269606, -0.005378597671217531, -0.005379204155258478, -0.005378516448586545, -0.005376523936322539, -0.005373317829836403, -0.005368730572468228, -0.005362984550344217, -0.005356162778055252, -0.005347936171876636, -0.005338465894191981, -0.005328011234655829, -0.005316109562973156, -0.005303291663049993, -0.005289323842867825, -0.005274223018514723, -0.005258008061744726, -0.00524069960664045, -0.005222319864276769, -0.00520289244582759, -0.005182050441806298, -0.005160592421257115, -0.0051381652038397976, -0.005114796375173831, -0.005090084025905374, -0.0050644719114485625, -0.005038436124686725, -0.005011125124558389, -0.004982552233203669, -0.004953656780553648, -0.004923554478234053, -0.0048927348041215984, -0.004861230691862541, -0.004828600614064252, -0.004795346926178202, -0.004761025370435998, -0.004726143908115228, -0.004690735653192602, -0.00465435424114186, -0.004617510645707305, -0.004579759241435953, -0.004541134468324587, -0.004502146613262203, -0.004462353839626746, -0.004422263134641365, -0.004381436092021318, -0.004339909575789085, -0.00429772092401266, -0.004255366469420285, -0.004211963102522411, -0.00416846200378134, -0.004124441718970538, -0.00407993935619804, -0.004034991818660579, -0.003989201939757083, -0.003943478276377241, -0.0038974181662700443, -0.0038506379182632346, -0.0038036015015635687, -0.003756343206954828, -0.0037088965735205316, -0.0036608971265725803, -0.0036127853056094473, -0.003564592367006057, -0.003515968673076617, -0.003466961264056392, -0.0034179846058306302, -0.0033690663215608244, -0.0033195209400549656, -0.0032701102871288863, -0.0032205151120938426, -0.0031707772425810265, -0.0031209374675537738, -0.0030710354814037786, -0.0030214288647195213, -0.0029715107269236325, -0.0029216424595908718, -0.002871858976976839, -0.0028218996143282208, -0.002772103328576603, -0.002722501087981526, -0.00267284661096376, -0.0026234562512487476, -0.0025740930361569823, -0.002524800441100708, -0.002475620343522428, -0.0024273308839467766, -0.0023787173694282803, -0.0023289150495102097, -0.002282633437175573, -0.0022329806739706717, -0.002186777385503179, -0.002137469446094568, -0.002091534217467626, -0.002044755591842513, -0.001997256648784068, -0.0019529554435509368, -0.0019061105280719463, -0.0018605837919269032, -0.0018163308567740182, -0.0017716132291394071, -0.0017281811704354339, -0.0016843919761971907, -0.001640344239489862, -0.0015976345174295034, -0.001554758289914787, -0.0015132138375150048, -0.0014729519198055545, -0.0014312783650622335, -0.0013909616735798401, -0.0013519494805876067, -0.0013117977930838128, -0.0012741662133095228, -0.0012355324757041463, -0.001198233641920551, -0.001161175011069294, -0.0011244142484682675, -0.0010889717108351548, -0.0010538602710679255, -0.0010191288509351318, -0.0009856861545275296, -0.0009526452313574012, -0.0009200468926563114, -0.0008879287538947809, -0.0008563252738326401, -0.0008259756117972733, -0.000795463356119885, -0.0007662024738501478, -0.0007375098394670218, -0.0007094073865111159, -0.0006819143868449244, -0.0006550475414759459, -0.000628821076941253, -0.0006037469698638087, -0.0005788119088972691, -0.0005545468292367625, -0.0005309570961405576, -0.000508046130684052, -0.00048581552058879826, -0.000464265130862009, -0.00044339321368279605, -0.0004231965170305633, -0.00040334796431492454, -0.00038450272209294913, -0.0003660239988715832, -0.0003479491307016202, -0.0003308313457649562, -0.0003141223436943635, -0.0002980824736103634, -0.0002826965976183744, -0.0002677414922427705, -0.0002534321711700605, -0.0002397505503691031, -0.0002265046405623566, -0.00021370686286137323, -0.0002015201073404013, -0.00018992289294686752, -0.00017875876749726772, -0.00016803206724811003, -0.00015786337186008464, -0.00014811875365093496, -0.00013879742635680695, -0.00012989681894190938, -0.00012150273961911052, -0.0001135070626676612, -0.00010590379243881687, -9.875820324085593e-05, -9.191181964359061e-05, -8.54958126336489e-05, -7.937075418651177e-05, -7.359321821946343e-05, -6.820124292797616e-05, -6.308057171643191e-05, -5.827251227637788e-05, -5.3764692761958356e-05, -4.950910700811419e-05, -4.556697643909946e-05, -4.185725275098258e-05, -3.837495337379513e-05, -3.5164032720900524e-05, -3.213635680883555e-05, -2.935377365262187e-05, -2.6740926343993566e-05, -2.433018476117749e-05, -2.2093302121218004e-05, -2.0036547499035636e-05, -1.81351324248789e-05, -1.638125485922378e-05, -1.4767041397134867e-05, -1.3284616187368069e-05, -1.1926162295601289e-05, -1.0683975668739693e-05, -9.550511937404669e-06, -8.512447958801843e-06, -7.575277810721931e-06, -6.720721251404354e-06, -5.943809927942779e-06, -5.243282864106089e-06, -4.612895785772101e-06, -4.043851647944423e-06, -3.5316497254411035e-06, -3.0741597618154553e-06, -2.6643654141570776e-06, -2.291452123584523e-06], 'MSE': 17039.64805018058, 'R_2': 0.8764045706185111, 'U_norm': [-209.41780872531993, -64.88850129463353, -0.06604467251160125, 0.07438974765811977, 0.04938884355879835, 0.0377535364284854, 44.19090712167233, 125.6916335799107, 111.13779770318612, 10.540312262314421, -0.01731421387562214, -0.012479534018904687, -0.005486205751549925, 0.0026419566347298242, 0.010633913130494927, 0.01425300901554071, 0.023497481766604714, -5.511162852561551, -10.095939400210991, -1.462156113830237, 0.027151199548260112, 0.033304388100879254, 0.034208839577396934, 0.033734355223197905, 0.03205204113842653, 0.030328511373636326, 0.028731697838895193, 0.027119519906795807, 0.025452739897467058, 0.02374829647512753, 0.0220274061675994, 0.17965458497514183, 0.06499488996436494, 0.017023840220322217, 0.015495332556631367, 0.014065914168473232, 0.012721697613208667, 0.011466980367010247, 0.01043166418184113, 0.00950471176769644, 0.00860786422325432, 0.0077330470365665855, 0.006977484070337353, 0.006298021852916539, 0.005668065161406401, 0.005061265650773653, 0.004443381289572615, 0.003900034993034338, 0.003394678290819814, 0.0029054101546028156, 0.0024436328725512702, 0.002010396952085358, 0.001607080741583504, 0.0012350965367921112, 0.0008956581763348428, 0.0005896136639028769, 0.00031734043627846647, 7.869655237048288e-05, -0.0001269815230401718, -0.0003008448731557324, -0.00044447239603429245, -0.0005597949840293496, -0.0006490120655731191, -0.0007145072367879381, -0.0007587681971639174, -0.0007843145093975088, -0.0007936353429060291, -0.0007891381893968571, -0.0007731086235694169, -0.0007476805232417159, -0.0007148157314460291, -0.0006762919042180642, -0.0006336972019699475, -0.000588430507293428, -0.0005417059523598587, -0.0004945606821704023, -0.00044786494359366476, -0.0004023337522110556, -0.0003585395417565702, -0.0003169253313139347, -0.0002778180573769406, -0.00024144180257491306, -0.0002079307215317611, -0.00017734151046559863, -0.00014966530403062386, -0.00012483890639903683, -0.00010275528160234466, -8.327324327651052e-05, -6.622629518677566e-05, -5.1430587142452456e-05, -3.8691962754962944e-05, -2.7812089879797175e-05, -1.859367880358647e-05, -1.0844808158470442e-05, -4.382393499250748e-06, 9.651535568228563e-07, 5.356015385953278e-06, 8.933737830479377e-06, 1.1826601605080172e-05, 1.4147514169382267e-05, 1.5994337443703422e-05, 1.7450568588826383e-05, 1.858629249459523e-05, 1.9459331128651823e-05, 2.011651967921953e-05, 2.0595048697629352e-05, 2.0923818992953038e-05, 2.1124765039129306e-05, 2.1214112071032363e-05, 2.120353969177086e-05, 2.110123352211989e-05, 2.0912813312094754e-05, 2.0642132055194054e-05, 2.0291946385308695e-05, 1.9864462377701138e-05, 1.9361764611564208e-05, 1.8786138578093556e-05, 1.8140298080915713e-05, 1.7427530099121904e-05, 1.6651770257311808e-05, 1.5817621030281424e-05, 1.4930324946121808e-05, 1.3995703121836098e-05, 1.3020069253792858e-05, 1.201012720248251e-05, 1.0972859601158318e-05, 9.91541306978857e-06, 8.844985194898188e-06, 7.768716388871904e-06, 6.693589618307271e-06, 5.626339473599462e-06, 4.573371632185804e-06, 3.540693467056894e-06, 2.533855451501778e-06, 1.5579033913155662e-06, 6.173410634455083e-07, -2.838974102578838e-07, -1.142466116249388e-06, -1.9556171962809355e-06, -2.7212026798056867e-06, -3.4376686524395876e-06, -4.104042076455191e-06, -4.719910450059296e-06, -5.285394511163469e-06, -5.8011140752711e-06, -6.268147532348845e-06, -6.6879851248086945e-06, -7.062477073204742e-06, -7.393777263056974e-06, -7.684284132909324e-06]}}\n" ] }, { "data": { "text/plain": [ - "2" + "0" ] }, - "execution_count": 22, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } @@ -658,7 +640,7 @@ " 'timeCol': 't',\n", " 'funcCol': 'Jext',\n", " 'iters': '50',\n", - " 'saveFormat': 'txt',\n", + " 'saveFormat': 'json',\n", " 'UUID': 'tag'\n", "}\n", "\n", diff --git a/pySIMsalabim/aux_funcs/DRT.py b/pySIMsalabim/aux_funcs/DRT.py index 839f190..ff721fd 100644 --- a/pySIMsalabim/aux_funcs/DRT.py +++ b/pySIMsalabim/aux_funcs/DRT.py @@ -8,7 +8,7 @@ import sys import os import traceback -import pickle +import json import pandas as pd import numpy as np import osqp @@ -22,7 +22,7 @@ from pySIMsalabim.plots import plot_functions -DRT_VERSION = "0.8" +DRT_VERSION = "0.9" ######### References ############################################################################## @@ -882,6 +882,51 @@ def save_to_txt(directory_path, fits, float_format='%.5e'): save_model_errors_to_txt(output_errors_filename, fits, float_format=float_format) +def save_to_json(directory_path, fits): + """ + Saves array of models to .json file in the passed directory + + Parameters + ---------- + directory_path : String + Directory path for save data + fits : array-like[DRT_Fit_Result] + + Returns + ------- + None + """ + # Check the directory exists and make it if not + try: + os.makedirs(directory_path) + except FileExistsError: + pass + + # Create dictionary for model storage + models = {} + + # Convert DRT_Fit_Result objects to dictionaries, making sure any np.array's are turned to lists + # so they can be saved in a .json file + try: + for index in range(len(fits)): + model = fits[index].__dict__ + + for key in model.keys(): + if isinstance(model[key], np.ndarray): + model[key] = model[key].tolist() + + models[f'iteration_{index+1}'] = model + except TypeError: + raise TypeError("Error saving models to json file. Make sure 'fits' is an iterable containing Fit_DRT_Result objects.") + + filepath = os.path.join(directory_path, 'models.json') + + # Define a function to convert np.array objects to lists within the save_dict + print(models) + with open(filepath, 'w') as file: + json.dump(models, file) + + ######### Scripting Functionality #################################################################### def parse_arguments(argv=None): @@ -922,7 +967,7 @@ def parse_arguments(argv=None): help="heading of the function column in dataFile (default: 'Jext')") parser.add_argument("-iters", type=int, default=50, help="number of iterations in checkerboard fit (default: 50)") - parser.add_argument("-saveFormat", default="txt", choices=["txt", "pkl"], + parser.add_argument("-saveFormat", default="txt", choices=["txt", "json"], help="saved data file format (default: txt)") parser.add_argument("-UUID", default="", help="Identifier tag added to save directory name i.e. DRTDirectory -> DRTDirectory_UUID ") @@ -1039,8 +1084,8 @@ def main(argv=None): # Save DRT data to file if args.saveFormat == "txt": save_to_txt(DRT_directory, fits) - elif args.saveFormat == "pkl": - save_to_pickle(DRT_directory + "/models.pkl", fits) + elif args.saveFormat == "json": + save_to_json(DRT_directory, fits) return EXIT_SUCCESS except Exception as error: From f2b4093dd75dafc892279e2222b1235be2a8f0dd Mon Sep 17 00:00:00 2001 From: joshedmundson Date: Tue, 10 Feb 2026 15:06:52 +0100 Subject: [PATCH 06/11] feat: add test_DRT.py file for pytesting DRT functionality --- pySIMsalabim/aux_funcs/DRT.py | 2 +- pySIMsalabim/tests/test_DRT.py | 80 ++++++++++++++++++++++++++++++++++ 2 files changed, 81 insertions(+), 1 deletion(-) create mode 100644 pySIMsalabim/tests/test_DRT.py diff --git a/pySIMsalabim/aux_funcs/DRT.py b/pySIMsalabim/aux_funcs/DRT.py index ff721fd..8d22832 100644 --- a/pySIMsalabim/aux_funcs/DRT.py +++ b/pySIMsalabim/aux_funcs/DRT.py @@ -794,7 +794,7 @@ def save_models_to_txt(path, fits, float_format='%.5e'): for i in range(len(fits)): DRT_data[f'U_iter_{i+1}'] = fits[i].U DRT_data = pd.DataFrame(DRT_data) - pd.DataFrame(DRT_data).to_csv(path, sep=' ', float_format=float_format, index=False, ) + pd.DataFrame(DRT_data).to_csv(path, sep=' ', float_format=float_format, index=False) def save_model_predictions_to_txt(path, fits, float_format='%.5e'): diff --git a/pySIMsalabim/tests/test_DRT.py b/pySIMsalabim/tests/test_DRT.py new file mode 100644 index 0000000..2ade73a --- /dev/null +++ b/pySIMsalabim/tests/test_DRT.py @@ -0,0 +1,80 @@ +######### Package Imports ######################################################################### + +import os, sys, uuid +import pandas as pd +import matplotlib.pyplot as plt +import numpy as np +from joblib import Parallel, delayed +try : + import pySIMsalabim as sim +except ImportError: + # Add the parent directory to the system path + sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) + import pySIMsalabim as sim +from pySIMsalabim.aux_funcs import DRT as drt + +######### Test Functions ######################################################################### + +# Test checkerboard fit runs, calling the module from main +def test_DRT_main(): + """Test the main function in the DRT module""" + if os.path.exists('SIMsalabim'): + cwd = os.path.abspath('.') + else: + cwd = os.path.abspath('../..') + session_path = os.path.join(cwd, 'SIMsalabim','ZimT','tmp') + + + ### Generate and save test data ### + # Define a function to give a gaussian distribution of lifetimes about a central lifetime tau on a logarithmic scale + def log_gaussian(tau, mu, sig): + return 1/(sig*np.sqrt(2*np.pi))*np.exp(-(np.log10(tau/mu))**2/(2*sig**2)) + + # Generate test data + t_min = 1e-10 + t_max = 1e2 + time = np.geomspace(t_min, t_max, 140) + + # Generate array of tau values of length M such that tau_ppd ~ time_ppd (ppd - points per decade) + d_t = [time[i+1] - time[i] for i in range(len(time)-1)] + d_t_min = np.min(d_t) + d_T = time[-1] - time[0] + tau_min = d_t_min/np.pi # Selected based on Nyquist spacing + tau_max = d_T/(2*np.pi) # Selected based on Nyquist spacing + tau_values = np.geomspace(tau_min, tau_max, len(time)) + + # Generate the analytic curve + gaussian_coeffs = [5, -3, 2] + gaussian_peaks = [1e-6, 1e-4, 1e-1] # These now correspond to when decay events begin + analytic_U = np.sum([gaussian_coeffs[i]*log_gaussian(tau_values, gaussian_peaks[i], 0.2) for i in range(len(gaussian_coeffs))], axis=0) + analytic_y = drt.predict_y_model(time, analytic_U, tau_values) + 20 + + # Save y(t) to a datafile called temp_tj.dat + temporary_data = {'t' : time, 'Jext': analytic_y} + dataFile = os.path.join(session_path, 'tj.dat') + + try: + os.makedirs(session_path) + except FileExistsError: + pass + + pd.DataFrame(temporary_data).to_csv(dataFile, sep=' ', float_format='%.5e', index=False) + ### END ### + + + ### Run DRT ### + DRT_commands_and_args_dict = { + 'dataFile': dataFile, + 'DRTDirectory': os.path.join(session_path, 'DRT_Saves'), + 'timeCol': 't', + 'funcCol': 'Jext', + 'iters': '50', + 'saveFormat': 'txt', + 'UUID': 'tag' + } + + EXIT_CODE = drt.main(argv = DRT_commands_and_args_dict) + + sim.delete_folders('tmp',session_path) + + assert EXIT_CODE == 0, 'DRT test failed' From a9eec5bd1ba81770b57edd318e81acc383c6e909 Mon Sep 17 00:00:00 2001 From: joshedmundson Date: Tue, 10 Feb 2026 15:07:53 +0100 Subject: [PATCH 07/11] docs: update change_log to reflect new DRT functionality and modify README.md to include Josh as a contributor --- README.md | 1 + docs/source/change_log.md | 7 +++++++ requirements.txt | 3 ++- 3 files changed, 10 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 1a7b739..23fc75c 100644 --- a/README.md +++ b/README.md @@ -9,6 +9,7 @@ * [Vincent M. Le Corre](https://github.com/VMLC-PV) * [Sander Heester](https://github.com/sheester) * [Fransien Elhorst](https://github.com/Fransien-Elhorst) +* [Joshua Luke Edmundson](https://github.com/joshedmundson) * [L. Jan Anton Koster](https://github.com/kostergroup) ## Institutions diff --git a/docs/source/change_log.md b/docs/source/change_log.md index ecfe6d0..06d62a2 100644 --- a/docs/source/change_log.md +++ b/docs/source/change_log.md @@ -2,6 +2,13 @@ Change Log ========== All notable changes to this project will be documented in this file. +v1.05 - 2026-02-10 - JLE +------------------------------------ +- aux_funcs/DRT.py: add a script that allows users to analyse lifetimes in transfer functions (such as an impedance experiment output current) using a time-domain approach rather than frequency domain by fitting a distribution of relaxation times to the signal. +- plots/plots_functions.py: add plot_2x_2y to allow the user to plot a simple plot with between 1-2 curves (used in the DRT.py plotting functions) +- Notebooks/DRT.py: showcase the DRT.py script in a notebook for examples of use +- experiments/impedance.py: add code that allows a user running an IS experiment to automatically conduct DRT analysis on the resulting curve + v1.04 - 2025-12-16 - VMLC-PV, SH ------------------------------------ - Removing the limitation for the numpy version in setup.py to allow for more flexibility in the numpy version used. Previously the version was constrained to be >=1.2 and <=2.0.0. diff --git a/requirements.txt b/requirements.txt index 795ae98..4b8c479 100644 --- a/requirements.txt +++ b/requirements.txt @@ -9,4 +9,5 @@ jupyterlab ipympl seaborn gitpython -openpyxl \ No newline at end of file +openpyxl +osqp \ No newline at end of file From 013ef8076bfbce2cf685b88d9efbb29c66d999ff Mon Sep 17 00:00:00 2001 From: joshedmundson Date: Tue, 10 Feb 2026 17:11:02 +0100 Subject: [PATCH 08/11] fix (DRT_VERSION 0.10): add y_inf to saved DRT model files as a comment --- Notebooks/DRT.ipynb | 29 +++++++++++++++++++---------- pySIMsalabim/aux_funcs/DRT.py | 13 ++++++++++--- 2 files changed, 29 insertions(+), 13 deletions(-) diff --git a/Notebooks/DRT.ipynb b/Notebooks/DRT.ipynb index eceb88f..9a391a3 100644 --- a/Notebooks/DRT.ipynb +++ b/Notebooks/DRT.ipynb @@ -28,7 +28,7 @@ "from pySIMsalabim.aux_funcs import DRT as drt\n", "import pandas as pd\n", "\n", - "TESTED_LATEST_VERSION = 0.9" + "TESTED_LATEST_VERSION = 0.10" ] }, { @@ -539,7 +539,7 @@ ], "source": [ "# Try reading in the saved txt files\n", - "models = pd.read_csv('DRT_Saves/DRTModels.txt', sep=r'\\s+')\n", + "models = pd.read_csv('DRT_Saves/DRTModels.txt', sep=r'\\s+', comment='#')\n", "outputs = pd.read_csv('DRT_Saves/modelOutputs.txt', sep=r'\\s+')\n", "errors = pd.read_csv('DRT_Saves/outputErrors.txt', sep=r'\\s+')\n", "\n", @@ -570,17 +570,24 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 22, "id": "c3d70b64", "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Error: dataFile not found. Check file path.\n" + ] + }, { "data": { "text/plain": [ - "0" + "2" ] }, - "execution_count": 20, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" } @@ -603,7 +610,9 @@ " 'funcCol': 'Jext',\n", " 'iters': '50',\n", " 'saveFormat': 'txt',\n", - " 'UUID': 'tag'\n", + " 'UUID': 'tag',\n", + " 'startIndex': '',\n", + " 'startTime': ''\n", "}\n", "\n", "drt.main(DRT_commands_and_args[1:])" @@ -611,7 +620,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 21, "id": "a516b6d2", "metadata": {}, "outputs": [ @@ -619,16 +628,16 @@ "name": "stdout", "output_type": "stream", "text": [ - "{'iteration_1': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-3734.39126359737, 4.71622802493136, 4.4331779999891285, 4.063584418685318, 3.6028529060966754, 3.05384587953004, 2.4281551543395787, 1.7459364392838108, 1.0341982452536658, 0.32388633783387, -0.35361093010106004, -0.9698564139093767, -1.5021098064692378, -1.935104342013079, -2.954885022389699, 4139.96613876282, -2.6064415570110007, -2.6453316268334146, -2.6162113365913746, -2.5372279643050613, -2.4263096524524665, -2.2996816801394098, -2.170787236833727, -2.0496636084649262, -1.9427664801837297, -1.8531835723511962, -1.7811415523810716, -1.7246916336219342, -1.6804598985271089, -1.6443647556430105, -1.612230302109612, -1.5802543204903463, -1.5453176744014678, -1.5051442155414712, -1.4583352261008329, -1.4043099010607536, -1.3431846295841068, -1.2756206610480432, -1.2026640171518075, -1.1255948464784966, -1.0457969963509355, -0.9646531258262654, -0.8834665168633337, -0.8034078941666266, -0.7254838816416482, -0.650522967178558, -0.5791747586886501, -0.5119186520765426, -0.44907859970428887, -0.3908413218220216, -0.33727594385996046, -0.2883536198005891, -0.24396617745750715, -0.20394320200042398, -0.16806725408874257, -0.13608710949337552, -0.10772907964744192, -0.082706528285247, -0.060727675690775085, -0.04150208383166781, -0.024745838134139105, -0.010185592656240564, 0.0024378443842941176, 0.013368209088042876, 0.02283105677703349, 0.03103225978514707, 0.03815135483695111, 0.04435483123885741, 0.04976654259633976, 0.0544967591078928, 0.058742736576861014, 0.0627022336859367, 0.0660420198702354, 0.06880453815718957, 0.07008636740009089, 0.0723151964019625, 0.0783870217266414, 0.08130479041735807, 0.07968834235457815, 0.07392692905330597, 0.04133541380801596, 0.10094308740023275, 0.08875073341269211, 0.06080949585212299, 0.07374351284524411, 0.10655129514961184, 0.11552974920923446, 0.1103200105455744, 0.09591190092948085, 0.08225699695694984, 0.07632680383614779, 0.07510809386252473, 0.07384320244444982, 0.07254701087054533, 0.07123103298512122, 0.06990372718926756, 0.06857095199172214, 0.06723650060058094, 0.06590265575905277, 0.06457071637685925, 0.0632414603027486, 0.06191552083507284, 0.060593666852796935, 0.05927698673750908, 0.05796698404085228, 0.05666559806235371, 0.05537516533724221, 0.05409833885688637, 0.05283798116269788, 0.051597045646480294, 0.05037845798636991, 0.04918500689720088, 0.048019250732558166, 0.04688344381764528, 0.045779484374371925, 0.04470888375024415, 0.04367275571133502, 0.04267182306432211, 0.0417064385029791, 0.04077661656796708, 0.0398820731693579, 0.039022269631357874, 0.038196458428109266, 0.0374037282547495, 0.0366430466609411, 0.03591329880653159, 0.03521332142268204, 0.034541931431962, 0.03389794910484148, 0.03328021584800679, 0.03268760704249285, 0.03211904042203113, 0.03157348063724387, 0.031049940602499687, 0.030547480540107124, 0.030065204924184498, 0.029602258260063883, 0.02915782065382126, 0.028731102278390003, 0.02832133833528711, 0.027927784933582046, 0.02754971562933909, 0.02718641778258142, 0.026837190295929354, 0.02650134285543049, 0.02617819722024627, 0.025867085483718133, 0.025567349890372328, 0.02527835285349351, 0.02499946599080388], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [375.0295464793928, 2766.98966407141, 2071.5945686814184, 1463.5478694641183, 1021.4666982053617, 705.8878718222585, 482.01661887810695, 324.50914547540344, 214.5497116616245, 138.48499498025174, 86.37137470807669, 50.98708835008273, 27.327823418080193, 11.596412779865398, 1.3879893579609468, -5.152890022821242, -9.220664504688198, -11.629897476016952, -12.972419209260448, -13.623640716909236, -13.834999422692261, -13.77376563641625, -13.547020870605023, -13.2265736328873, -12.85230724792487, -12.453642555323244, -12.047340754338446, -11.6433052696786, -11.244875996955074, -10.857535852707867, -10.480629856496803, -10.116895307441885, -9.764389077045092, -9.42477932122249, -9.095858548895498, -8.77728587456065, -8.46868008876218, -8.16964828375493, -7.879801691427971, -7.5974708527731645, -7.324943578112406, -7.0593458306895975, -6.801635835791536, -6.550430231453179, -6.306593722401293, -6.0688628540636955, -5.837092430584413, -5.611137844864817, -5.391703558223646, -5.176914379176744, -4.967516998352854, -4.76337300054986, -4.563635547824583, -4.368941807980583, -4.179156012485501, -3.9928965610980724, -3.8089940481679365, -3.6333444254295726, -3.4593315392443187, -3.292444369765402, -3.1221152716724605, -2.963703311360983, -2.8022137862285663, -2.6473125153272736, -2.4943029752873205, -2.347428149674528, -2.2023617032185827, -2.059221502668931, -1.9181101900078084, -1.7791162312300617, -1.6456668458390606, -1.5142047721775567, -1.3847972540651061, -1.260472170263918, -1.1352147873968588, -1.014898540132883, -0.8965938905980919, -0.7803345676387609, -0.6661468117686634, -0.5540500005459428, -0.44405724062071084, -0.33833486802407087, -0.23248257613306847, -0.12874482705901663, -0.02711478093066085, 0.0705766079644421, 0.1680984798557981, 0.2635515067965318, 0.35695557879649525, 0.44833295975435544, 0.5392182972396954, 0.6265588002714869, 0.7133483427349626, 0.7967720976422432, 0.8808888861542992, 0.9617141913177528, 1.0406265177742502, 1.118808212807025, 1.1961640680311048, 1.270497315598764, 1.3440102060983299, 1.4166272698221671, 1.487344844173725, 1.5562145719197122, 1.6241518699496373, 1.6902736928676652, 1.7554308929456672, 1.8195806059918502, 1.8819494866455244, 1.9433008787548927, 2.0036052015493984, 2.062185423999672, 2.1197255072970522, 2.176206434853489, 2.2316130908208183, 2.285379464475208, 2.3386286460957653, 2.3902668779628353, 2.4413344081003805, 2.4908283314104898, 2.539711652574834, 2.5870649972069115, 2.6337794649133373, 2.6794115002854406, 2.7239708684100283, 2.767835887794098, 2.810621662652576, 2.8523433809227874, 2.8933408259711233, 2.9332803125094786, 2.972180803360647, 3.0106321247646135, 3.047762925888395, 3.084415998088654, 3.12004531908225, 3.1549155410862486, 3.189020443756962, 3.2223560291641755, 3.254920336820562, 3.2865112606735325, 3.317543082290577, 3.347807906955589, 3.3773102640208834, 3.406225278249088, 3.434375744303281, 3.461770464151128, 3.4884190761054685, 3.5144734757845457, 3.539925872764354, 3.5647705326918366, 3.5888802689439983, 3.6123874895319306, 3.6352910224805095, 3.657591170561774, 3.6788798547343973, 3.6999005397538007, 3.7208937087770404, 3.7408971055661158, 3.759969505790181, 3.778972326855606, 3.797074338574223, 3.8150602948519223, 3.832874000287841, 3.849143488314615, 3.865276362987385, 3.8812253817756925, 3.8963797524622508, 3.911326820129233, 3.9260289693634896, 3.9394827694392744, 3.9531904703032215, 3.966175675944029, 3.978482533214385, 3.990543294202979, 4.002333514768282, 4.013831495942283, 4.024688772628488, 4.034944993610497, 4.044930906436077, 4.054630690319533, 4.06403063206542, 4.072874173084931, 4.0814263885860385, 4.0896775030943155, 4.097619415724464, 4.105056407334667, 4.112197597077274, 4.119037734546374, 4.125418951025241, 4.131657189169922, 4.137452681696581, 4.142957342814042, 4.148170146096595, 4.153090952938649, 4.157623911463414, 4.161971600980169, 4.165950245767448, 4.169731558231373, 4.173163632524663, 4.176390004389102, 4.179287547072155, 4.181974159571664, 4.184352611911681, 4.186517549306111, 4.188426568641627, 4.1900584850180085, 4.1914770911116035, 4.192656636570885, 4.193616781233769, 4.1943322351571215, 4.194833002484834, 4.195112079347005, 4.19517613672329, 4.195028060374802, 4.194672304904972, 4.194115869635251, 4.193353619266739, 4.192399448053021, 4.191260413428192, 4.1899245319749046, 4.188413372445647, 4.186711107980913, 4.184819189142852, 4.182765725011168, 4.180530014093165, 4.1781436408801085, 4.175582978783814, 4.17285090622543, 4.169950600320023, 4.1669193258715485, 4.163728842581088, 4.160347116323591, 4.156884916043692, 4.153239219733963, 4.149449753365959, 4.145520683492593, 4.14145625105014, 4.137260750458273, 4.132938510508183, 4.128453657785449, 4.123890667006862, 4.119173217058978, 4.114304957593288, 4.109372141063532, 4.1042969836768695, 4.099083468771434, 4.093818688178868, 4.088382518347091, 4.082862124325416, 4.077220250080476, 4.071502581191594, 4.0656305616948805, 4.059691197007686, 4.053647382334171, 4.047503408614213, 4.0412635516200535, 4.034932059260111, 4.028513140166864, 4.022010953511136, 4.015429599980353, 4.008733629570892, 4.00196706016204, 3.995094913919388, 3.988160539093559, 3.9811294428668993, 3.9740442165324605, 3.966833283627279, 3.9596139219581126, 3.952204114802825, 3.944867051030927, 3.937241323186647, 3.929695419811018, 3.9222289196656996, 3.9144914414673826, 3.9068397610389805, 3.898931087291409, 3.89111418388536, 3.8830540078233016, 3.8750911113321544, 3.867224047938916, 3.8591294878884597, 3.850817884552873, 3.84261317196128, 3.8342039046624725, 3.825905544211904, 3.8174146057577256, 3.809038089308829, 3.8004804347634615, 3.7920402302035905, 3.7834297767104683, 3.7746583525091633, 3.7660119802143637, 3.757214656859319, 3.7485441203262484, 3.739732079818627, 3.7307869633505777, 3.721974261958498, 3.712783643493247, 3.703983134340881, 3.6948203067579235, 3.6857979867397743, 3.676673982889375, 3.6674554376188606, 3.6581492937116526, 3.6489894469860347, 3.6397480092653423, 3.630431364259569, 3.621045692482559, 3.611596968793921, 3.602300510709945, 3.5927393261197755, 3.5833345559370624, 3.573881901186369, 3.5643864161004015, 3.5546600454733377, 3.545096489034563, 3.53550406334238, 3.525887054950805, 3.516249566424685, 3.5064182805821154, 3.4967544175762137, 3.486910030930127, 3.4772339151871408, 3.4673896923620546, 3.4575515489802338, 3.447722276009394, 3.437904516250809, 3.4279465240862086, 3.4180102737029, 3.4080978467444547, 3.398064949822458, 3.3880648068872667, 3.3780989873355183, 3.3681689535279946, 3.3580037493054067, 3.3480203090029406, 3.3379497139004464, 3.3277999281884787, 3.3177052307318466, 3.3075417572601222, 3.2974387347918586, 3.2872764836998978, 3.2771793589666873, 3.266916170723993, 3.256726343281975, 3.2464980925569296, 3.236346399925057, 3.2260559935737887, 3.2158487352068956, 3.2055168969157157, 3.195273943221896, 3.184919469682869, 3.174658819478605, 3.1643946090720982, 3.1540365744504264, 3.1436860472298696, 3.1333464112045517, 3.1230208622731794, 3.1126251437423074, 3.1023382741069176, 3.0919059515956997, 3.0815050544687552, 3.07113775407519, 3.0607267534925193, 3.050356271307879, 3.0399516372840165, 3.029518750134501, 3.01913667584898, 3.00866246608487, 2.9982467421707533, 2.987820967217695, 2.9773898024943812, 2.9669576714980055, 2.956528767968014, 2.946042964249569, 2.93563345742776, 2.925176800142046, 2.914740376776218, 2.9042680249056145, 2.893824226370729, 2.8833546912224013, 2.872921114409834, 2.8624162850008967, 2.8520097883770346, 2.841437282605863, 2.831022391196795, 2.8208109830168016, 2.810299940896535, 2.7995114946390967, 2.789418498510032, 2.7790517627669, 2.768431812833361, 2.758026409064863, 2.7473887392573415, 2.7369674895645995, 2.7267546094162864, 2.7163295700523244, 2.706114252869677, 2.695704551614985, 2.685117047015217, 2.674747802981247, 2.6645886840532955, 2.654267028742221, 2.6437976203812354, 2.633544567840934, 2.623157099058043, 2.6126486924283014, 2.602360650892009, 2.592284726365565, 2.5817830862135014, 2.571812401976961, 2.5614394067575743, 2.5512854675966974, 2.5410530642303826, 2.530752545590428, 2.5206708361362162, 2.5105284779240713, 2.500334762502508, 2.4900985751419826, 2.480082403316378, 2.4700292715431655, 2.459947109330049, 2.449843469144306, 2.43995829866599, 2.429827740523393, 2.419918933011244, 2.4100054692928903, 2.4000933738398142, 2.390188342613752, 2.3802957510729135, 2.370420662669048, 2.3605678377461476, 2.35074174275986, 2.3409465597444203, 2.3311861959612257, 2.321464293669843, 2.311784239968487, 2.302149176656725, 2.292395741891966, 2.2828628804151303, 2.273224137461924, 2.2636477781598408, 2.2541356070901712, 2.2446892461196195, 2.2353101438047203, 2.225857992388206, 2.2164819284865285, 2.207047517568212, 2.197696698903141, 2.188429704037709, 2.179120593211643, 2.169901205515287, 2.16077123217244, 2.151495152388475, 2.1424332270422806, 2.1332399868103553, 2.1242588837374208, 2.1151598517459522, 2.106165738304709, 2.0971728028538683, 2.088186522310819, 2.0793094934428575, 2.070444480644252, 2.061596066522262, 2.052768513526865, 2.0439657769810697, 2.0351915183482956, 2.026533840987307, 2.0178244530559044, 2.009152945987893, 2.0005219391163718, 1.9919338242522509, 1.9833153894082949, 1.9748211154251358, 1.9663036617625858, 1.9577695930206467, 1.9493624206048084, 1.9409442405062183, 1.9325206698173256, 1.9241610265835574, 1.915803233527263, 1.9075131407637005, 1.8992311772019619, 1.890961526709128, 1.8827651462447597, 1.8745302433941688, 1.8663730657865358, 1.8582397715144747, 1.8501333421620072, 1.8420056825606301, 1.8339622044988617, 1.825904650978046, 1.8178859573204242, 1.8099080290248402, 1.8019272599565657, 1.7939926278771274, 1.78606217575774, 1.7781823999809183, 1.770312940066971, 1.7624574980039753, 1.7546195322309814, 1.7467249912427063, 1.7390842607449657, 1.731241652412116, 1.7235758661065679, 1.7157266655447851, 1.7080554851934184, 1.700554866541935, 1.692888080827495, 1.6853925481685315, 1.677746079708061, 1.669963016905433, 1.6626586997864465, 1.6549229813006285, 1.6473639472778256, 1.639974177574601, 1.6324718748190545, 1.6251372650775602, 1.6177007688751166, 1.6101733083844971, 1.6028161025691214, 1.5956220872397235, 1.588104888806081, 1.5809933301429855, 1.5735771610670604, 1.5663287150246974, 1.5590220718612817, 1.551879251858127, 1.5446842239750955, 1.5374444790717772, 1.5303670377585445, 1.5230542775979317, 1.516099080956943, 1.5089214723343551, 1.5019053402336109, 1.4948655105216746, 1.4878075126643888, 1.480736574280525, 1.4736576284755174, 1.466738181513663, 1.4598123651010697, 1.4528844993587633, 1.44595864832648, 1.439038628466133, 1.4321280174657962, 1.4252301632526165, 1.4184870745877065, 1.4116207538088412, 1.4049087290979412, 1.3980850882780018, 1.3912879590589986, 1.3846434436134654, 1.3779028467291976, 1.3711948170331683, 1.3645210382850133, 1.3578830522197238, 1.351171669734311, 1.3446118381407468, 1.3379859126008355, 1.331405349625792, 1.324870908627401, 1.3183832548800603, 1.311846494160028, 1.3053619062710484, 1.298837578411357, 1.292369981016928, 1.2859590592380832, 1.279518652355485, 1.2731385139705957, 1.2667360740150946, 1.2603968367784708, 1.2540416806154995, 1.2477520683587822, 1.241452185940608, 1.2351463054300968, 1.2289101356675771, 1.2226725224752315, 1.216437112032117, 1.2102073263876123, 1.2040518060226204, 1.1978411942153273, 1.191707752745097, 1.1855887511974454, 1.1794269842284606, 1.173345595157825, 1.1672856606406057, 1.1611934276497247, 1.155183562111527, 1.149147445877334, 1.1431423490755273, 1.1371696414192456, 1.1311808131671084, 1.12522899566685, 1.119315130805545, 1.113393594442137, 1.1075136877443887, 1.1016315957508362, 1.095750814196931, 1.0899170310023614, 1.084088992921475, 1.0782696367161695, 1.0725013109446508, 1.0667064763242293, 1.0609658751552677, 1.0552051995302543, 1.049501368793933, 1.04378317792569, 1.0380893735687895, 1.032421580332993, 1.0267812923503623, 1.0211376255362585, 1.015525536721184, 1.009915297822506, 1.0043400942576335, 0.9987713172064016, 0.9932116959022418, 0.9876637806681648, 0.9822124425666359, 0.9767737033627241, 0.9711920542474075, 0.9657370513326657, 0.9601523752844056, 0.954695206416697, 0.9493601970760603, 0.9439078510677532, 0.9385781363333184, 0.933141960445116, 0.9278283835332384, 0.9224182997017023, 0.9171303367750582, 0.9119594272793966, 0.9065008308813753, 0.9013629289819187, 0.8959543646592504, 0.8908562357715203, 0.8855033216132733, 0.880272338990247, 0.8751581807593921, 0.8699855025479549, 0.8647610454564285, 0.8596540924475579, 0.854500497955563, 0.8493062518747936, 0.8442291368300412, 0.8391155470872829, 0.8341161444868931, 0.8289419090874705, 0.8240241215418976, 0.8189411060413154, 0.8138394169488212, 0.8088529620174207, 0.8038500851925475, 0.7989586789053078, 0.7939316130146745, 0.789017702447622, 0.7840963709047406, 0.7791708437337929, 0.7742441575646009, 0.7693191664009212, 0.7645043284869084, 0.7595881931829723, 0.7547824209905004, 0.7498847344431993, 0.7450971954131264, 0.7403207638324785, 0.7354650121178254, 0.7307184431702922, 0.7259882691669349, 0.7211897496088698, 0.716414438180406, 0.7117459270970089, 0.7070185872924755, 0.7023177170659429, 0.6976442026912517, 0.6929235594408663, 0.6883087583280612, 0.6836514858707418, 0.6790274814803213, 0.6743683748296092, 0.6698135468811932, 0.66522722019593, 0.6606140177066246, 0.6560411207640637, 0.6515084402152945, 0.6469558306784204, 0.642445833066206, 0.6379207937823166, 0.6334403190175876, 0.6289491479554221, 0.6244505013259478, 0.6199998009042299, 0.6155451625861824, 0.6110893474339932, 0.6066838910298751, 0.6022800916806768, 0.5978803036140168, 0.5934867346022855, 0.5891014516327804, 0.5847263866317919, 0.5804060574012853, 0.5760557515589724, 0.5717207283797809, 0.5674024362962667, 0.5631022167881522, 0.5588213097289872, 0.5545608585927779, 0.550285471981163, 0.5460341897202362, 0.5418078348480315, 0.5375731122778236, 0.5333662625746227, 0.5291553075174441, 0.5249747197288656, 0.5207937911299486, 0.5166453157629723, 0.5124998092417291, 0.5083594397963866, 0.5042262402784297, 0.5001021134845254, 0.4960159503707024, 0.4919145713862464, 0.48782726059897114, 0.483780774058107, 0.4797252321330947, 0.4756635829450032, 0.4716458925423571, 0.4676253521634096, 0.46362708042988143, 0.45962984809143925, 0.4556575027557774, 0.4516896200889264, 0.44772822980685884, 0.443775233829627, 0.4397930442112982, 0.4359014242453979, 0.4320966597325339, 0.42819131476180716, 0.42419443569720905, 0.4204656604014399, 0.41647459064311865, 0.41274414662094727, 0.4089314411556804, 0.40504421213347025, 0.4012463150440524, 0.3973812047068589, 0.39360513645053513, 0.38991444421844945, 0.3861629869783328, 0.3823571273271398, 0.37863905962703515, 0.37487216166730714, 0.3711920238579135, 0.3674681297801342, 0.36382978758348816, 0.36015230483057586, 0.3565590187320213, 0.3529307875285411, 0.34927224522380856, 0.3455878219785252, 0.3419894779589147, 0.33847367156733266, 0.3348312682801966, 0.33127422925830674, 0.32779904445173436, 0.3242106262168386, 0.3207063290911641, 0.3171912651860379, 0.31366850333297425, 0.31022811272324047, 0.30669643407973474, 0.3032484278339548, 0.29988065451884977, 0.29643126858527796, 0.29298567533879766, 0.2896215528741467, 0.28618802214229994, 0.28283633955214227, 0.2794928433262025, 0.27615929314605464, 0.2728373376031366, 0.2695285185934613, 0.2662342757236854, 0.2629559507009598, 0.259634017042737, 0.2563926440853731, 0.25317063583494737, 0.24996898562322806, 0.24673350069455932, 0.24352280945486018, 0.24039003212378604, 0.2372296087407362, 0.23404593703091, 0.23094055826361062, 0.2278152596942111, 0.22472025488395878, 0.2216557995566122, 0.2185780546499531, 0.21553342625992855, 0.21248008834339388, 0.20946202734805505, 0.2064791515038012, 0.20349254116832777, 0.2005428055302819, 0.19759283786986226, 0.1946451824060592, 0.19173724449889407, 0.18883447893726493, 0.18597230188988906, 0.18311781140150604, 0.1802729841912055, 0.17743967617612263, 0.17464955482973074, 0.17184360307450053, 0.16908245090492705, 0.16633763407672233, 0.16361051660907963, 0.1609023664798033, 0.1581888623346677, 0.15552276665010215, 0.15287889025873855, 0.15023465680486647, 0.14761568359155114, 0.14502269868616777, 0.14245636222036764, 0.13989622834339946, 0.13736502745161014, 0.13486319156456947, 0.13237175439337265, 0.1298926594348482, 0.12744599843626397, 0.12503192323251955, 0.12261602847378116, 0.12023485985317715, 0.11787209099412498, 0.11552905161039552, 0.11320697231327322, 0.11090698861858529, 0.1086446188372882, 0.10639144633315989, 0.10416325590559868, 0.10196084227278941, 0.09977209226660445, 0.09761125678186537, 0.09547888445958215, 0.09336375894068343, 0.09127871970092964, 0.08921311138828855, 0.08716823878141697, 0.08514530355905127, 0.08317538590634742, 0.08120826277107873, 0.07920931460034411, 0.07736612216049085, 0.07540380451058669, 0.07359158964368608, 0.07167194666060374, 0.06989667036252979, 0.06810149437437497, 0.06629153718355958, 0.06461489868803462, 0.06285381645967107, 0.06115373864938885, 0.05951186345379603, 0.05786322720323933, 0.056271916647650855, 0.05467727905001486, 0.053082968471076436, 0.0515462872491536, 0.05001260355658266, 0.048535038117140133, 0.047110954649484324, 0.045645002179497, 0.04423449743965169, 0.042876780063934576, 0.041486674017026506, 0.040190448065082277, 0.038866317219387374, 0.03759424426882353, 0.036336450414526336, 0.03509471746347538, 0.033903087261384454, 0.032727952868740494, 0.03157076081342766, 0.030461392486856233, 0.029370038974901026, 0.028297852980493074, 0.027245866221073594, 0.02621499355415654, 0.025228986389718162, 0.024241610108500438, 0.023298411516096917, 0.022377031612501253, 0.0214779668806501, 0.02060162488139049, 0.019748328905017026, 0.018918322644974197, 0.01812752079091003, 0.017343765976497384, 0.016583629910374112, 0.01584708355271733, 0.015134040975551615, 0.014444363650311771, 0.013777864610686738, 0.013134312480641352, 0.012513435359534739, 0.01190505613722623, 0.011329093724233779, 0.010765924914825035, 0.01021660740899012, 0.009697801956822273, 0.009192741264352839, 0.008709184159361283, 0.008246537326650687, 0.007797982352078522, 0.007369865460779778, 0.006961523474687333, 0.006567129714979373, 0.006186978472233374, 0.005825816031587915, 0.005482901213052613, 0.005153523433900607, 0.004837742618044917, 0.004539029835776876, 0.004253375025097479, 0.003980693093328826, 0.0037208481293716095, 0.0034762782940255896, 0.0032437695063189395, 0.0030230944661512054, 0.0028160907519144307, 0.0026181189666379303, 0.0024329265614411906, 0.0022564448326216438, 0.0020902665318775797, 0.0019354418998821336, 0.0017886525628489742, 0.0016510507186429453, 0.0015222487160486632, 0.0014008458312190243, 0.0012885589851553473, 0.0011830516708868967, 0.0010841600505762064, 0.0009931079630871391, 0.0009073747620241728, 0.0008286921081808735, 0.0007549104339270114, 0.0006869277060237056, 0.0006239311269874694, 0.0005660823414268824, 0.0005126703301500819, 0.00046346391552201844, 0.00041823104186555825, 0.00037674068596014933, 0.0003387645427615971, 0.0003040784932753391, 0.00027246386356576173, 0.0002435420108522546, 0.00021745932484536188, 0.00019370092958228018, 0.00017212358799007066, 0.00015268741525204188, 0.00013521459932495648, 0.00011945734568892505, 0.00010528757576056963, 9.264314349220946e-05, 8.132724349764531e-05, 7.103900897870687e-05], 'MSE': 89389.0399367496, 'R_2': 0.35162529528510145, 'U_norm': [-9.95759214577986, 0.012575617235544895, 0.011820876634927573, 0.010835371399255977, 0.009606850827298957, 0.00814294743051035, 0.006474570281180243, 0.004655463701491177, 0.002757644712942303, 0.0008636288557062317, -0.0009428881902546838, -0.0025860800135803505, -0.004005310572783528, -0.00515987169987431, -0.007879072602126395, 11.039039939116533, -0.006949963232166887, -0.007053661914623491, -0.006976013925184474, -0.006765408192680758, -0.006469649330535551, -0.006132001340933659, -0.005788309904846979, -0.005465339009357125, -0.005180302458593056, -0.004941433524819348, -0.004749336606852165, -0.004598815349707723, -0.004480873348753552, -0.004384627217613756, -0.00429894209264245, -0.004213679526148846, -0.004120522476408058, -0.004013401692811387, -0.0038885875550563114, -0.00374453137178052, -0.003581543489632844, -0.003401387101364, -0.0032068513784135892, -0.003001349781390501, -0.002788572279090198, -0.0025722056718492947, -0.0023557251044185996, -0.002142252263386205, -0.0019344712676854733, -0.001734591244300055, -0.00154434434451747, -0.0013650088567005564, -0.0011974485857557352, -0.001042161413122025, -0.000899331658757471, -0.0007688824060089469, -0.0006505252184385811, -0.0005438056923013329, -0.00044814403503737603, -0.00036287036814876776, -0.00028725491295630823, -0.00022053336630413896, -0.000161927710249465, -0.00011066350439070358, -6.598370284528662e-05, -2.7159440528519095e-05, 6.500406192118249e-06, 3.564574904505526e-05, 6.087802150218237e-05, 8.274617320219199e-05, 0.0001017289310251139, 0.00011827023147702414, 0.00013270032481881917, 0.00014531324174651823, 0.00015663495629429373, 0.00016719278340226253, 0.00017609817823904266, 0.00018346431329427766, 0.00018688225530955798, 0.00019282533106052888, 0.0002090155896317016, 0.00021679569314712562, 0.00021248550457880378, 0.00019712294618901292, 0.00011021908600995419, 0.0002691603592975038, 0.0002366499768187406, 0.00016214588015681946, 0.0001966338748347044, 0.00028411440173582177, 0.00030805505961408066, 0.00029416351769009544, 0.00025574491904263005, 0.0002193347105372492, 0.00020352210808761395, 0.0002002724708630339, 0.00019689969282216146, 0.0001934434542749172, 0.0001899344563871876, 0.00018639525311818983, 0.00018284146592707903, 0.00017928320923853047, 0.00017572656988818684, 0.00017217501136241822, 0.00016863060776113522, 0.00016509504774689368, 0.0001615703815020667, 0.00015805951114889838, 0.00015456644584255596, 0.00015109635664101843, 0.000147655473814014, 0.00014425087144782607, 0.00014089018238482874, 0.00013758128171602088, 0.00013433197063511117, 0.00013114968512911035, 0.00012804124693676128, 0.0001250126671183295, 0.00012206900720011064, 0.0001192142971246023, 0.00011645150670067519, 0.00011378256326094863, 0.00011120840724805509, 0.00010872907743403594, 0.00010634381630543387, 0.00010405118750663593, 0.0001018491977924023, 9.973541720788855e-05, 9.770709276910191e-05, 9.576125180318557e-05, 9.38947925042932e-05, 9.210456024782926e-05, 9.038740933622952e-05, 8.874025043073265e-05, 8.716008478370263e-05, 8.564402657912971e-05, 8.418931510285611e-05, 8.2793318333908e-05, 8.145353039587911e-05, 8.016756340789237e-05, 7.893313623056395e-05, 7.774806265234772e-05, 7.661023663366722e-05, 7.55176188725774e-05, 7.446822581621399e-05, 7.346012043336678e-05, 7.249140250048256e-05, 7.15602025718422e-05, 7.066467995526714e-05, 6.980302615101264e-05, 6.897346021497619e-05, 6.817422827074875e-05, 6.740363022103983e-05, 6.665999051179193e-05]}, 'iteration_2': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-6408.255661962886, 2.721412629713753, 2.7453617364106164, 2.7821762340013474, 2.8359649006657586, 2.9097469016082167, 3.0035128052996147, 3.112106963485584, 3.22369417762665, 3.3192772739286514, 3.3740773265783073, 3.360219903020602, 2.8650730976427736, 6537.132935828994, 226.9330329132728, 2.201759893016862, 1.6122903375190456, 0.9333308743678941, 0.196387567413831, -0.5629688587604199, -1.3090389069545032, -2.009448106617299, -2.63769516608937, -3.1746121482287672, -3.608769919385546, -3.936015965010682, -4.158410083016011, -4.282834422547613, -4.31951808663407, -4.280655074820787, -4.179224836360528, -4.028072748950516, -3.8392515003694, -3.62360079189411, -3.3905275639860513, -3.1479408940562403, -2.90229422862845, -2.658697792794084, -2.421068267140683, -2.192303219921324, -1.9744459537119257, -1.768839322047731, -1.5762792455636854, -1.3971178497004486, -1.2313929377864985, -1.0788781687677143, -0.9391839932717044, -0.8118050297826258, -0.6961111828085054, -0.5915084751564254, -0.49726082796390164, -0.41271200076465503, -0.33718581410132714, -0.27000958542653186, -0.21053563752588467, -0.15813995064621092, -0.11222524568685731, -0.07222287255496722, -0.037593942324737374, -0.007829908066810224, 0.017547237592355047, 0.038985045250595055, 0.05690091117854914, 0.07168256586731044, 0.08368868695231892, 0.09324965650386237, 0.100668440227182, 0.10622156419075883, 0.11016020070403047, 0.11271134124989915, 0.11407904521526183, 0.11444575328606187, 0.1139736487822673, 0.11280605143722311, 0.11106882747203853, 0.10887180000969894, 0.1063101445171646, 0.10346575498013302, 0.10040856788621225, 0.09719783266797058, 0.09388331898866895, 0.09050645310738571, 0.08710137750739806, 0.08369592988216766, 0.08031253931190611, 0.07696903911923327, 0.07367939723743665, 0.0704543661474943, 0.06730205549415669, 0.0642284313030585, 0.06123774633683816, 0.058332906617333376, 0.0555157794156516, 0.05278744822251204, 0.05014842020095856, 0.0475987915263944, 0.04513837584992188, 0.04276680088257118, 0.040483577878534086, 0.03828814846149144, 0.03617991290356012, 0.03415824361377274, 0.03222248718099534, 0.03037195795228723, 0.02860592572687177, 0.026923599751366777, 0.025324110864462002, 0.023806493300259433, 0.022369667395171274, 0.021012424150899066, 0.019733412386301948, 0.018531128959360026, 0.017403912368786873, 0.016349939858555564, 0.01536722800810114, 0.01445363666771535, 0.013606876001257096, 0.012824516332954896, 0.012104000453977587, 0.011442658007970431, 0.010837721575458627, 0.010286344051642696, 0.009785616951345518, 0.00933258926258858, 0.008924286508249604, 0.00855772968437024, 0.008229953795842777, 0.007938025717088966, 0.007679061174287714, 0.007450240676497303, 0.00724882425720281, 0.007072164927985502, 0.006917720774515555, 0.006783065631499368, 0.006665898316876163, 0.0065640504033609645, 0.006475492520172805, 0.00639833920519379, 0.006330852309469081, 0.006271442968556378, 0.006218672151088639, 0.006171249778503828, 0.006128032424200048, 0.006088019587054457, 0.00605034856499399, 0.006014287966497418, 0.005979229940132824, 0.005944681243081336, 0.005910253328563568, 0.005875651700349278], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [319.96626912193676, 3999.9553432979383, 2679.86905073136, 1670.6395263880463, 1019.5567861700573, 608.3587050690933, 351.032888842326, 191.8756885583325, 94.62382359925292, 36.09231962255485, 1.5065834242597613, -18.465317781471807, -29.554980537831078, -35.40704595513952, -38.136764654049976, -39.07784043312731, -38.99817770606708, -38.36072186046734, -37.42978557362063, -36.35678821129407, -35.22758659686807, -34.097240985328455, -32.97587929781034, -31.89116444422027, -30.835103312884815, -29.817232723260513, -28.83783899880406, -27.89616436428902, -26.98577012082002, -26.110916996850094, -25.265377383873815, -24.45267391548256, -23.66707951725508, -22.91164047625193, -22.181164452587446, -21.474825883962666, -20.79180718193655, -20.13130331718004, -19.492525066423706, -18.871862451329243, -18.274385085487825, -17.6938118064084, -17.132249455292005, -16.58667746772584, -16.05895183784067, -15.546301917189945, -15.048378317490885, -14.564823324648613, -14.097077600645209, -13.641080815073346, -13.19835987481594, -12.768547557996847, -12.349792071216283, -11.943356851305724, -11.548873813096893, -11.163402281349063, -10.784483838564803, -10.42416039247613, -10.06876035016757, -9.729407643258334, -9.384593660189573, -9.06532427923804, -8.741285160037581, -8.431847576262435, -8.127538431021597, -7.836710700652171, -7.550712783348439, -7.269745978567535, -6.993977122393738, -6.723541365383786, -6.465023779153749, -6.211451950169755, -5.962918074411671, -5.725161456192109, -5.4866404686617845, -5.258502009446784, -5.0351181236740965, -4.816514382833112, -4.602701307543993, -4.393675879663854, -4.18942295593601, -3.9939010705879454, -3.7989338571216713, -3.6086412674303845, -3.4229715867148873, -3.245210884929471, -3.0684635480931104, -2.8961551349352943, -2.7282128094307563, -2.564560365115518, -2.402429857326941, -2.2472318881563296, -2.093610911638388, -1.9465158998656735, -1.7987697425157971, -1.6573513971440694, -1.5198032765331468, -1.3840447808971668, -1.2502324113190988, -1.1221348642669455, -0.9959260150504714, -0.8717252745192406, -0.7512287489216029, -0.6343189563379618, -0.5194218917899647, -0.40801138398060444, -0.29863403647699566, -0.19134972907237652, -0.08743217231296808, 0.014410107389032676, 0.11414069875255009, 0.21065910127377002, 0.30511122459169054, 0.3974786567143164, 0.48774973472264466, 0.5750206194475166, 0.6611274176249422, 0.7443143395474192, 0.8262704852377329, 0.9053992924388697, 0.983253651541391, 1.0583822022480518, 1.1322118379370807, 1.2040505706378513, 1.2739267840064474, 1.342443174306945, 1.4090080548509412, 1.4736580286516177, 1.5369292963724268, 1.598316560280213, 1.657861657894062, 1.716474393566106, 1.77283625669296, 1.8282365625743031, 1.8818572561293, 1.9341066648986922, 1.9849830466670166, 2.0344881845646263, 2.082627053298444, 2.1291109658860883, 2.1745575124850895, 2.2186682000511126, 2.261457830065646, 2.303186785675104, 2.3436058539877562, 2.382736174999293, 2.420599986878676, 2.4574199078743475, 2.493190194442993, 2.5279083127639197, 2.561403801139584, 2.5938679944393916, 2.625305214831462, 2.655721991169252, 2.684573396153467, 2.7128745232652696, 2.740943384484487, 2.7674975885709183, 2.7926325383594217, 2.817487832491996, 2.840980487328277, 2.8641338712742557, 2.8868689322970713, 2.907451682133927, 2.9276797878678282, 2.9474880483783545, 2.9661234964366194, 2.984314547434924, 3.0020111154971914, 3.0180222457838126, 3.0341426490330052, 3.0492204118529407, 3.0633238714294615, 3.0769552739834123, 3.0900843841140104, 3.1026851839868006, 3.1143839559008675, 3.1252409752561334, 3.1356142834494922, 3.1454863315989505, 3.1548427193139568, 3.163437128445377, 3.1715365510884737, 3.179132179785297, 3.186217636447963, 3.1926287542706486, 3.1985565733688697, 3.2039985770810424, 3.20884033164374, 3.2133243250144985, 3.217237910023411, 3.220696601160307, 3.2237034907215594, 3.226262849543499, 3.2283390777951473, 3.2300302801499545, 3.231270360014558, 3.2321195310245123, 3.2325504829850837, 3.2325894847407546, 3.2322434791748362, 3.2315084769553146, 3.2304214971279133, 3.228951714148312, 3.227127078996281, 3.2249990552288224, 3.222502301584692, 3.2196831449392556, 3.2164982954383117, 3.213063387345891, 3.2092773593532993, 3.2052061577046373, 3.2008612486185966, 3.196182669510273, 3.1912474672958626, 3.1860671474306086, 3.180574492980378, 3.174854899119319, 3.168919549696729, 3.16269550637031, 3.1562741734130593, 3.1495797262735943, 3.1426190897475754, 3.1354881857170813, 3.12810799058785, 3.1205763013357917, 3.1128123606549947, 3.1048241960477796, 3.0966200623033173, 3.088299922974438, 3.0797810503861847, 3.0709801258919036, 3.062180630902244, 3.0531159752588755, 3.04388629779572, 3.0345000183428286, 3.0249654934567367, 3.0152909916177713, 3.0054846712003216, 2.9954653728018186, 2.9854199376514368, 2.9751783899054955, 2.9647503015038574, 2.9543184433886, 2.943716294062231, 2.9329532694033116, 2.922207157053144, 2.911232114123821, 2.9002047902716943, 2.889049949989855, 2.877857083672755, 2.8664726596434575, 2.8550655266541587, 2.8435633546222374, 2.831974271185667, 2.820306204911323, 2.808566873986067, 2.7967637768487124, 2.784904184631004, 2.7729951352741895, 2.7609728078956124, 2.748916464729039, 2.7367638940359433, 2.7245917819184062, 2.712339508844959, 2.700081154126193, 2.6876933372149434, 2.6753772360147448, 2.662823226409797, 2.6504767732213463, 2.6377309711330987, 2.625202920656578, 2.6128871014531145, 2.600206561276885, 2.587746953844208, 2.5749508143010575, 2.5623831283282517, 2.549505701031302, 2.5368630749170276, 2.5244484639933233, 2.511751970930146, 2.49879482962089, 2.4860820877513743, 2.47313106783763, 2.4604275071116, 2.4475065578276696, 2.434835149965054, 2.421965796145316, 2.409347161215559, 2.3965486231030697, 2.3835871306194707, 2.3708846756810997, 2.3580350073272505, 2.3454430647128683, 2.3327183835206076, 2.319875549053025, 2.3072947836286084, 2.294249604767382, 2.281829098642521, 2.2689700818351906, 2.256379993149469, 2.243719549567265, 2.2310001378948137, 2.2182326500721774, 2.2057364968765905, 2.193199265536002, 2.1806306525918866, 2.16803989170076, 2.1554357591467803, 2.143103770266391, 2.1304913257452824, 2.1181544859341153, 2.105823398004551, 2.093504996286188, 2.080957647253502, 2.0686893390486696, 2.056452109555919, 2.0442513928463497, 2.032092278266675, 2.019757769404978, 2.007700759070881, 1.9954866944291876, 1.9835479036164878, 1.9714687949672187, 1.9594642162917641, 1.947536886014375, 1.9356892833716874, 1.9237390651603483, 1.9118812854889327, 1.9001174679150878, 1.88827682603958, 1.8765405637759498, 1.864909378113705, 1.8533838224017984, 1.8416508609286595, 1.8301917808928847, 1.8186965425964046, 1.8071753649734754, 1.7957804460564697, 1.784371646280894, 1.7730936639877029, 1.7618124515534708, 1.750665573957565, 1.7393983064596343, 1.7282739231148634, 1.717169642912465, 1.7062095354773104, 1.695161332211424, 1.684263322980655, 1.6732936815109378, 1.6624789627012686, 1.6516073690212443, 1.640894255314164, 1.6302367591252134, 1.6195416085334475, 1.6089137855334852, 1.5983562130939541, 1.5878715521485192, 1.5773743354372811, 1.5670446203658948, 1.5566269669814743, 1.5462985727543563, 1.53606066906883, 1.525836624520473, 1.5157087918763366, 1.5056038161361323, 1.4955275512537298, 1.4855558003041691, 1.475551213657299, 1.4656575470612598, 1.4558089349070973, 1.446009521780849, 1.4362631325009292, 1.4265732870726744, 1.4168841481372003, 1.4073182627749738, 1.397761582437237, 1.3882755105572575, 1.378808728887374, 1.3694191946466805, 1.3600576869127567, 1.3507789063342852, 1.3414873694381313, 1.332332486881771, 1.3230817923794762, 1.314018109785445, 1.3051784423258228, 1.2961275273606274, 1.2868880972463737, 1.2782900540001352, 1.2695045030404808, 1.260551950422206, 1.2518265590989766, 1.2429533447527727, 1.2343062524358628, 1.2258754361831963, 1.2173133563238347, 1.2089661138654584, 1.200502987554544, 1.191939344526543, 1.183594855748511, 1.1754599472191727, 1.1672355083542105, 1.1589347312674732, 1.1508454728980895, 1.1426900762328864, 1.1344801596818264, 1.1264813678406769, 1.1186844429703873, 1.110596569921838, 1.1029535514877806, 1.0950388674673945, 1.0873271821049841, 1.0795913711500291, 1.0718395985830553, 1.0642866067975278, 1.0567218230435653, 1.04915232739258, 1.041584769896625, 1.0342119444041704, 1.026843426239923, 1.0194849509451793, 1.0121418796361161, 1.0049873287009115, 0.9976853211319461, 0.990572310745466, 0.9834844653460026, 0.9764257627124544, 0.9693998857226594, 0.9624102350931395, 0.9554599421714441, 0.9485518816907893, 0.9416886844089967, 0.9348727495650915, 0.9281062570973184, 0.9213911795758152, 0.9147292938117171, 0.9081221921121676, 0.9014578865443514, 0.894967375781122, 0.8884277638137087, 0.8819531717202528, 0.8755441874469498, 0.8692012813209474, 0.8629248144854923, 0.8566207701628661, 0.8503884741568746, 0.8441383896824866, 0.8379643601724182, 0.8318658963347122, 0.825759906162373, 0.8197326478056398, 0.8137832939922245, 0.8077585175534385, 0.8018920666436153, 0.7959600187285133, 0.7901837374450594, 0.7843506544728888, 0.77860369639849, 0.7728762805910339, 0.7671719196392355, 0.7615554370753824, 0.7559650026325315, 0.7504034961638872, 0.7448735685774168, 0.7393776525794076, 0.7339179733537758, 0.7285490091815162, 0.7231663121514887, 0.7178254240729297, 0.7125278430004033, 0.7072749099894423, 0.7020219494117216, 0.6968629634077529, 0.6917082900226735, 0.6865621866556135, 0.6815109878478146, 0.6764716159688907, 0.671447646913114, 0.6664803888799204, 0.661532896618659, 0.6566440763757844, 0.6517787000969454, 0.6469393123007312, 0.6421614468733863, 0.6373799698467842, 0.6326623914282326, 0.6279773663519574, 0.6233265760104129, 0.6186825441776518, 0.6141054130466989, 0.6095391507258427, 0.6050137905097835, 0.6005302432870292, 0.5960639799272281, 0.5916423620234691, 0.58724193046595, 0.5828883844408659, 0.5785592966208908, 0.5742567005809905, 0.5699824565703334, 0.5656963980897642, 0.5615663977272383, 0.5573460214366361, 0.5532392071013152, 0.5490530424941333, 0.544980357052346, 0.5410159836066779, 0.5369819706613177, 0.5330558734411399, 0.529068890467862, 0.5250295627462761, 0.5212560452596635, 0.5172779933462293, 0.5134090362718022, 0.5096441520827183, 0.5058395827382659, 0.5021372510373164, 0.49840085410343243, 0.4946365632030688, 0.4909747289406073, 0.4874106707154756, 0.4837039853218544, 0.48021376262355475, 0.4765910671993256, 0.4730670914587133, 0.46953161136392646, 0.4660916852098349, 0.4626428825398307, 0.45918911209231555, 0.4558287236553758, 0.4523731598810121, 0.4491021565653288, 0.44574248288789053, 0.44247401538522174, 0.43921001575420604, 0.4359531696254063, 0.43270597491187873, 0.42947074836453875, 0.4263235272525495, 0.4231883503162956, 0.42006718164510415, 0.41696183295073275, 0.41387397023078215, 0.4108051204949464, 0.4077566784988623, 0.40479085040514207, 0.4017852427383328, 0.39886122005222274, 0.3959027845018347, 0.3929700662322765, 0.39011689422257484, 0.3872362805493237, 0.3843833760481944, 0.3815586680189379, 0.3787625716216957, 0.37594918399625543, 0.3732125417282826, 0.3704615647697611, 0.36774256547640066, 0.3650555596850279, 0.36240052126403294, 0.35973818742724967, 0.3571097734267856, 0.3544779612154702, 0.3518815894101847, 0.34932028073102167, 0.34675950676958556, 0.3442348394278186, 0.34171346925763824, 0.3392289256596843, 0.33675003697871575, 0.3343084117214655, 0.33187443654510423, 0.3294497782236959, 0.32706334284073085, 0.3246876850881875, 0.3223241620609077, 0.3199740196196843, 0.3176629065659204, 0.3153421733596825, 0.31306115320219907, 0.31079624305028736, 0.3085263119901491, 0.30629659472096116, 0.30408519035727005, 0.3018724792479819, 0.2996999476634527, 0.29752815475131594, 0.2953776615883681, 0.29324876581030146, 0.29112410267558675, 0.2890224361362551, 0.2869438795820147, 0.28487228913612694, 0.28282479555655116, 0.2807860116296617, 0.27875711646879836, 0.2767537219878121, 0.27476150066465266, 0.27278138701236776, 0.27082761532040345, 0.2688738295517067, 0.2669471529455364, 0.26502253117272434, 0.2631255427263064, 0.2612323731879731, 0.2593557914801776, 0.25749618347168385, 0.2556538839004704, 0.2538187147722263, 0.25200194427562883, 0.2501938385826174, 0.24840497598288633, 0.24662605067732807, 0.2448578634202284, 0.24310114303323918, 0.2413825006636097, 0.23967519882138996, 0.23793064868451397, 0.23623309448169755, 0.2345027370591038, 0.23281922554774262, 0.2311803737602123, 0.22951256234703554, 0.22788914581381356, 0.22624027166992772, 0.224635347091985, 0.22300810232290738, 0.22142420827452577, 0.2198816649767949, 0.21826000811902732, 0.21673987849673004, 0.21514617999423252, 0.21365003025407026, 0.21208541212171556, 0.21056263087998994, 0.2090797405689783, 0.20758575824139788, 0.2060827787115728, 0.20461934948237742, 0.20314827335944458, 0.20167136429238072, 0.2002333180270272, 0.19879045382486296, 0.19738511824331498, 0.19593612294515567, 0.19456407617660842, 0.19315114762331612, 0.19173831802989588, 0.19036248058305577, 0.1889871177165099, 0.1876472076507057, 0.18627504829634892, 0.18493854717583533, 0.18360471554876445, 0.1822744035723329, 0.18094839799570636, 0.1796274249168809, 0.17834038019996393, 0.17703068829240562, 0.17575468481811557, 0.17445859620468915, 0.17319583055568455, 0.17194006743791898, 0.1706675796287397, 0.16942768802315492, 0.1681959580832828, 0.16695034750431326, 0.1657146368039008, 0.1645102611298588, 0.16329439529071493, 0.16208897641670802, 0.16089413033886027, 0.15969079690770313, 0.15851786512244387, 0.15733752928529388, 0.1561689562789629, 0.1549948305155563, 0.1538501656498503, 0.15270072572034854, 0.15154769114901334, 0.1504078015566686, 0.1492809164814466, 0.14815202543614378, 0.1470365773882681, 0.14592024946646467, 0.1448176822053629, 0.1437152089205912, 0.14261360000148748, 0.14152635433496566, 0.14044072240379302, 0.1393573454358299, 0.1382886762912195, 0.13722282225746382, 0.13616031342228369, 0.13510163967210362, 0.13404725264028833, 0.13299756763652437, 0.13196318190632952, 0.13092376075388304, 0.12989009500017715, 0.12886247312617463, 0.12784115632312243, 0.12682638013769776, 0.12581835605358568, 0.12480867429980169, 0.12380651638177075, 0.12281201300598214, 0.12181728744058398, 0.12083080923320354, 0.11984503419002783, 0.11886798607374868, 0.11789244020322227, 0.11692600037229535, 0.11596174852733455, 0.1150001551282341, 0.11404165645866003, 0.1130866562522577, 0.11214179233456224, 0.1111947280831705, 0.110252197950145, 0.1093203184789676, 0.10838756079203371, 0.10745458237202837, 0.10653284031306731, 0.10561155171727751, 0.10469643827264925, 0.10378260579596887, 0.1028754706119714, 0.10197033217761622, 0.1010676244540087, 0.10016775071525381, 0.0992621366243568, 0.09837797350087842, 0.09751433719452622, 0.09662866335296436, 0.09572303860401798, 0.0948788764228491, 0.09397607417738933, 0.09313289849826001, 0.09227177883554942, 0.09139448140192588, 0.09053796118720156, 0.08966688630311398, 0.08881644592758163, 0.08798575597380176, 0.08714189870458892, 0.08628630891939938, 0.0854509270812329, 0.08460502975967767, 0.08377903975686388, 0.08294363718441537, 0.08212780586029807, 0.08130356080338524, 0.08049852239800387, 0.07968597443876309, 0.07886694638680629, 0.07804241986993557, 0.07723742637993582, 0.07645113939788434, 0.07563677598065265, 0.0748417146045543, 0.07406514099742728, 0.07326344801678057, 0.07248071461659182, 0.07169572673656933, 0.07090915669658397, 0.07014109749378492, 0.0693527667507708, 0.06858320567025195, 0.0678316275923209, 0.06706190129585664, 0.06629307448947133, 0.06554246575880364, 0.06477639837248553, 0.06402860793651681, 0.06328264792994932, 0.06253889990079636, 0.061797720923477066, 0.061059444626355056, 0.06032438221472036, 0.059592823483485186, 0.05885147426537675, 0.05812803640338993, 0.057408845326452414, 0.056694115060899435, 0.055971738089908726, 0.05525479486505632, 0.0545551434638645, 0.053849203159227026, 0.053137945168919024, 0.05244404990760171, 0.05174556760146583, 0.051053713739699996, 0.050368542344102624, 0.049680245613926685, 0.04899919614282759, 0.04831603291054165, 0.047640593048706104, 0.04697285550439852, 0.046304104279941694, 0.04564342932611501, 0.04498251698245309, 0.044321931604133655, 0.04367005435508159, 0.04301914012285643, 0.04237712994673985, 0.04173664348278171, 0.04109812106363415, 0.04046197660406274, 0.039835321454095685, 0.039204898891838064, 0.038584329646870724, 0.037967219039969274, 0.0373538734722627, 0.036744578332386556, 0.036133859242969545, 0.0355335924638114, 0.03493811143817427, 0.034342330305766826, 0.033752020511247094, 0.03316734913399843, 0.032588468333990345, 0.032010767122370686, 0.03143937601811362, 0.030874397012774366, 0.030311549211614497, 0.029751271732480815, 0.0291981083859351, 0.02865209934740691, 0.028105464309447888, 0.02756647410555348, 0.02703143773952026, 0.026500658961191036, 0.025974419610204788, 0.02545298047888105, 0.024939865567282605, 0.024428633963695604, 0.023922869605634594, 0.023422757636759117, 0.02292555074075721, 0.022434489834472594, 0.02194970526149815, 0.021468651295125433, 0.020994252599501294, 0.020524089656410543, 0.020058463066055323, 0.01959765043416203, 0.019148739958245415, 0.018700292430669015, 0.01824441002699938, 0.017823887441943895, 0.01737601409902621, 0.016962240322130243, 0.016523769470514062, 0.016118118024178438, 0.015707765833986535, 0.015293876971997963, 0.01491033175197512, 0.014507320039295106, 0.014118122310800202, 0.013742110979516206, 0.013364413638676494, 0.012999717363211191, 0.012634127185332588, 0.012268479168653562, 0.01191592123807917, 0.011563925506484487, 0.011224689660247214, 0.010897620375752278, 0.010560818564785506, 0.010236643112611124, 0.009924494189812175, 0.009604790417140883, 0.009306577701244712, 0.009001844367285908, 0.00870899454909938, 0.008419337417554962, 0.008133285594528307, 0.007858687405774629, 0.007587804757428569, 0.007320973774158213, 0.007065090701558238, 0.006813285906634741, 0.006565828248556792, 0.006322958952489609, 0.0060848925165717166, 0.0058571198155042145, 0.0056289638615702195, 0.005410952634544005, 0.005197923704692703, 0.004989995266890029, 0.004787265041721857, 0.004589811320570972, 0.004397694018235822, 0.004214601832103711, 0.004033092888953993, 0.003857006978196351, 0.003686340838565651, 0.0035210779781846687, 0.003361189651712294, 0.0032066358106780796, 0.003057366024553628, 0.0029133203705733316, 0.0027721399509499753, 0.0026384501698620082, 0.0025076991953564935, 0.002380134063046809, 0.002259626708734033, 0.002142285307488467, 0.002029914592776249, 0.0019223793401577213, 0.0018180967693465294, 0.0017185442902445645, 0.001623570098846964, 0.0015318209042211055, 0.0014433666597716765, 0.0013593135836080193, 0.001279491290786951, 0.0012028049791450383, 0.0011292699767790216, 0.001059696189096178, 0.0009931511822525731, 0.0009296164102863472, 0.0008690614618508414, 0.0008120559276119804, 0.0007578519887519068, 0.000706397767496592, 0.0006581229303844951, 0.0006119465617297709, 0.0005687437131386676, 0.000527566157670656, 0.0004887863236481869, 0.0004526502447189088, 0.0004183842266998762, 0.000386257927948768, 0.0003561815751264003, 0.000327828722839232, 0.00030160099740237067, 0.0002769532589168521, 0.00025384772204581097, 0.0002325708726277955, 0.00021253416902152446, 0.00019414275700134758, 0.00017689461274214384, 0.0001610000182568609, 0.00014626930521216314, 0.00013274060902635534, 0.0001202479621483582, 0.00010873756738613563, 9.815539690428914e-05, 8.844763957622116e-05, 7.956109605456992e-05, 7.14435231244516e-05, 6.404392938784286e-05, 5.727385391053306e-05, 5.116771884732525e-05, 4.560513035194558e-05, 4.055267109799219e-05, 3.6001115431858445e-05, 3.190893027911593e-05, 2.821817439494857e-05, 2.4898929596564206e-05, 2.19367140226052e-05, 1.9285490094028883e-05, 1.6874820081002765e-05], 'MSE': 72039.71042541921, 'R_2': 0.4774669690168012, 'U_norm': [-20.027910083470665, 0.008505311011769707, 0.008580159860006405, 0.008695217293169029, 0.008863324596668002, 0.00909391765640268, 0.009386966995737477, 0.009726359515397435, 0.010075106320951337, 0.010373834985851363, 0.01054510320374587, 0.010501794189929576, 0.00895429730164417, 20.430694021713638, 0.7092404888172266, 0.006881225014862569, 0.005038938458705182, 0.002916966459518809, 0.000613775846213815, -0.0017594631484465716, -0.0040911778348460895, -0.006280187327046241, -0.008243666358008843, -0.009921708809467852, -0.011278594873546105, -0.012301346574270856, -0.012996401458697734, -0.013385268510167844, -0.01349991704552774, -0.013378457330555807, -0.01306145442012498, -0.012589054351328512, -0.01199892574411984, -0.011324946236027474, -0.010596515615021783, -0.009838352353583702, -0.009070625598127564, -0.008309306485579824, -0.0075666359330903, -0.006851669796026592, -0.00617079406808535, -0.005528205608954736, -0.004926391932827556, -0.004366453547710302, -0.003848508601458419, -0.003371849703711839, -0.002935259384348445, -0.0025371581596380166, -0.002175576773589078, -0.0018486588517935352, -0.0015541039053118349, -0.001289860966494576, -0.0010538167517765223, -0.0008438689065881235, -0.0006579932262632332, -0.0004942394434957149, -0.00035074086432801876, -0.000225720269883518, -0.00011749345473716572, -2.447104219869451e-05, 5.484089824926504e-05, 0.00012184110966630703, 0.0001778340929054733, 0.0002240316334856104, 0.0002615547171804575, 0.0002914358968009441, 0.00031462203998516424, 0.00033197738179604585, 0.0003442869184469473, 0.0003522600731021571, 0.00035653459857118306, 0.00035768068210097415, 0.000356205199996207, 0.00035255607363892906, 0.00034712667643555504, 0.00034026024182561395, 0.0003322542244980232, 0.0003233645701372944, 0.00031380985330712387, 0.0003037752480034585, 0.0002934163008201382, 0.0002828624824642762, 0.0002722204994440351, 0.00026157735372235027, 0.00025100314356393333, 0.00024055360397699254, 0.00023027238935465627, 0.00022019310474228514, 0.00021034109545137086, 0.00020073500727747312, 0.0001913881315048699, 0.00018230955040916564, 0.00017350509982772615, 0.00016497816602599485, 0.00015673033405556392, 0.00014876190449625258, 0.0001410722949463646, 0.0001336603418802223, 0.0001265245178061622, 0.0001196630776142351, 0.0001130741469572315, 0.00010675576440662437, 0.00010070588783735988, 9.492237435811647e-05, 8.940294185090928e-05, 8.414511895091273e-05, 7.914618924269521e-05, 7.44031343896629e-05, 6.991258008741889e-05, 6.56707478179873e-05, 6.1673414695169e-05, 5.791588290495571e-05, 5.439295970846133e-05, 5.109894839261181e-05, 4.802765011472231e-05, 4.517237620190225e-05, 4.252597016184563e-05, 4.008083845733263e-05, 3.782898896831735e-05, 3.5762075951467345e-05, 3.38714503092234e-05, 3.214821390113515e-05, 3.0583276752850856e-05, 2.91674159797544e-05, 2.789133536092503e-05, 2.6745724527587928e-05, 2.572131689324162e-05, 2.4808945474163313e-05, 2.3999595964465083e-05, 2.3284456526099167e-05, 2.265496386105011e-05, 2.2102845258483818e-05, 2.1620156398709704e-05, 2.1199314715907836e-05, 2.0833128258035386e-05, 2.0514819975458735e-05, 2.0238047415930162e-05, 1.9996917889183395e-05, 1.9785999107117664e-05, 1.9600325344914263e-05, 1.943539915547578e-05, 1.928718861829155e-05, 1.915212014853944e-05, 1.9027066850604855e-05, 1.8909332496300334e-05, 1.8796631246171956e-05, 1.868706336424401e-05, 1.8579087304213297e-05, 1.847148872939113e-05, 1.8363347242038983e-05]}, 'iteration_3': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-8439.996198238563, 3.053538370231565, 3.1135847837281565, 3.176708296448104, 3.233770780221853, 3.2728486434065553, 3.2801043619875463, 3.240988602571607, 3.14161265184469, 2.970108910603489, 2.7057440068815106, 2.3575131381660754, 8778.292806836129, 1.4356754533739886, 0.8889572515292762, 0.2980228021221601, -0.30796433422122776, -0.9080196676173984, -1.4733017230665946, -1.9965666237737598, -2.4661387539877104, -2.8735483659343575, -3.2135717161059554, -3.484060464606155, -3.6856109105916457, -3.8211261508280834, -3.895321699817251, -3.9142188644800515, -3.8846615681995056, -3.813883000675741, -3.7091387919942864, -3.5774109643190326, -3.425198713674944, -3.258364289630472, -3.082054225818213, -2.9006679199702083, -2.7178681895090286, -2.5366219037295084, -2.359260687047097, -2.1875531818947684, -2.0227820483093657, -1.8658205550080906, -1.7172051465208713, -1.5772016719452326, -1.445864003426827, -1.3230845667929743, -1.208636880240978, -1.1022105819079189, -1.0034396607973812, -0.9119247209915858, -0.8272501407292204, -0.7489969634706009, -0.676752296543324, -0.6101159091540057, -0.5487046264802508, -0.49215502088440727, -0.4401248124506877, -0.39229331311634547, -0.34836118247651365, -0.3080497080856097, -0.27109977702475274, -0.23727066724686016, -0.20633875525072287, -0.17809621026011757, -0.1523497236603025, -0.12891930566126036, -0.10763716818524378, -0.08834670355671988, -0.07090156172878354, -0.05516482436815425, -0.041008271027248376, -0.028311730772344855, -0.016962511498941752, -0.006854898515285763, 0.002110286147881747, 0.010026072111720994, 0.016979684719390067, 0.02305285220668412, 0.02832208267866645, 0.0328589167895172, 0.036730161201003926, 0.039998107067390466, 0.04272073700001149, 0.044951923332450426, 0.0467416197856853, 0.048136048107301585, 0.049177880780541285, 0.04990642050791251, 0.050357776888646504, 0.050565040509047705, 0.05055845440957169, 0.050365582780130494, 0.050011476527456133, 0.04951883533349687, 0.04890816571366504, 0.048197934594253915, 0.047404717917847464, 0.04654334385862228, 0.045627030287850666, 0.04466751617374434, 0.043675186657647906, 0.042659191582005956, 0.04162755734682406, 0.04058729202483766, 0.039544483741704765, 0.038504392373272286, 0.037471534673213104, 0.03644976296330826, 0.035442337603318004, 0.034451993438474965, 0.03348100048434913, 0.03253121911093172, 0.031604150024927224, 0.030700979368294766, 0.029822619249386624, 0.028969744021988906, 0.028142822599287992, 0.027342147107057, 0.02656785815457827, 0.025819967028612743, 0.025098375090713665, 0.024402890640504955, 0.023733243516805284, 0.023089097656526412, 0.02247006185518404, 0.021875698926986067, 0.02130553345802479, 0.02075905829904532, 0.020235739961067423, 0.019735023041237518, 0.019256333800325803, 0.0187990830189031, 0.018362668228143895, 0.017946475404257645, 0.017549880224789368, 0.01717224895433496, 0.016812939055951878, 0.016471299610358668, 0.01614667163781762, 0.015838388416908787, 0.015545775908903813, 0.015268153356147588, 0.015004834170464677, 0.014755127170562555, 0.014518338243851087, 0.014293772478108374, 0.014080736785652671, 0.013878542993560916, 0.013686511367408975, 0.013503974520074786], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [286.09484969321426, 4784.594662959413, 2984.206384241045, 1716.5629294942446, 959.9339999753578, 518.9040660880278, 264.7822091505341, 120.47975968051897, 39.84107200913396, -4.281783699166754, -27.747595635856825, -39.7097238872604, -45.328167244757864, -47.55495103660832, -47.97758215389562, -47.4817310626282, -46.53493784333613, -45.39535831361745, -44.184417542710754, -42.966734119890546, -41.77367739986227, -40.62687408803193, -39.5161766264798, -38.45729315552642, -37.4355399890997, -36.45618045836046, -35.51706944341324, -34.61600863501827, -33.745922110401004, -32.910282095603876, -32.10272716474888, -31.326328888604326, -30.57540068905821, -29.852694419512616, -29.153122631959857, -28.475799311686956, -27.819869166036515, -27.184507905726207, -26.568922182526922, -25.969605139002994, -25.391444993350618, -24.82836768523612, -24.28242080668646, -23.750680527483308, -23.23497553575018, -22.732624561979915, -22.243308237610062, -21.76670333993599, -21.304271031218768, -20.85203386665146, -20.41153797497926, -19.982461618760517, -19.562994755308647, -19.1544441903308, -18.756491267873574, -18.366207923057637, -17.981117386414596, -17.6135294658096, -17.249563636936706, -16.900669126466244, -16.544728472289687, -16.213807958999418, -15.876553383002022, -15.553126639966461, -15.23369390753879, -14.927087768627368, -14.624252811045755, -14.325411963669369, -14.030756441172459, -13.740448156016104, -13.461626732783838, -13.186842881342585, -12.916217185945085, -12.65606817076043, -12.393791869634528, -12.141669592764318, -11.8935534123688, -11.649499029807727, -11.409547515532934, -11.173726650309685, -10.942052183973901, -10.719085301706105, -10.49553626949444, -10.276127108891826, -10.060836165485393, -9.853545933430109, -9.646253725879783, -9.442982445088322, -9.243687094391536, -9.048318608118763, -8.8535848449645, -8.666027499160506, -8.479219524448228, -8.299222236224038, -8.117271528771033, -7.941980197325891, -7.7703757664221635, -7.599883177630692, -7.430696543067712, -7.267629781295749, -7.105862220729037, -6.945549647858756, -6.788909555107551, -6.635840997724901, -6.484313050211437, -6.336299698792798, -6.189901971379072, -6.045212511999607, -5.9039833452779185, -5.764494788495013, -5.626813759928777, -5.492496662629998, -5.3599868892009495, -5.229330870116502, -5.100567435161007, -4.9750262321730885, -4.850090847815132, -4.728334048640709, -4.607311119898553, -4.489407389480642, -4.37233880109493, -4.258317544747528, -4.145209689708324, -4.034092959261467, -3.9249570855573497, -3.816881593019593, -3.7108218986689256, -3.606756716701785, -3.5038476744636786, -3.4029423414781848, -3.3040115304293347, -3.2055594708963318, -3.1098298005180838, -3.0146637246964607, -2.9214860573688632, -2.8296204782546015, -2.7390927314042965, -2.649923922130814, -2.562130866641875, -2.4762776579226644, -2.391251778382257, -2.3076303129549043, -2.225416076354458, -2.1441309173885426, -2.064283891542608, -1.985868360456879, -1.9088756935175477, -1.83288067783757, -1.7579146590424335, -1.6840045047354297, -1.6115455517107882, -1.5401578170347145, -1.4698578744915605, -1.4006589357909907, -1.3338639832781358, -1.2671611807760832, -1.1997551589720215, -1.1347435936655863, -1.071998219213907, -1.0086946905646244, -0.9476116890083195, -0.8861136787611257, -0.8243555154924889, -0.7671593540657358, -0.7096427449477823, -0.6519400777198688, -0.5962785919275787, -0.5405209592599437, -0.4847801829563946, -0.4329304092971536, -0.3792064961249779, -0.32741093941755134, -0.2774406537020741, -0.22756618106134563, -0.17786919300596848, -0.1284250553760992, -0.08076467938838335, -0.034792715559945404, 0.010941161577199137, 0.05637664577274267, 0.10145851919169233, 0.1449177573757991, 0.18801645306953843, 0.23070973789907515, 0.2729570024899898, 0.313670260599097, 0.35394547630116047, 0.3937501184677391, 0.4321138287286218, 0.4709282460510198, 0.508319918115566, 0.5452072230304661, 0.5815700195454448, 0.6173907832726244, 0.6519018651776367, 0.6866236154240232, 0.7200657508686583, 0.753642027736934, 0.785973161043233, 0.8183730668377375, 0.849565727921965, 0.8807717274905328, 0.91081093854897, 0.940816841271673, 0.9702132934409896, 0.9985073403876146, 1.026712478973226, 1.054318001829636, 1.0817704567135056, 1.1081760250374328, 1.13440825212449, 1.1600344324421472, 1.185063653648573, 1.2098683693360748, 1.2340672171123444, 1.2576717154256782, 1.2810158346773264, 1.303763825161613, 1.3259288532854867, 1.3478100013854577, 1.3691118751236726, 1.3901125646036954, 1.4107947352051058, 1.4308999402675273, 1.4506776174971223, 1.4698911956792133, 1.4887720971516707, 1.507310213788789, 1.5254969614862908, 1.543135386435651, 1.5604250887168105, 1.577535149834953, 1.5939377637915997, 1.6101532837305952, 1.626005006991021, 1.641491662188966, 1.656612820442313, 1.6713688235180406, 1.6857607157124876, 1.699913806669814, 1.7135777860709327, 1.7269977484055965, 1.7401621071541498, 1.7528540159834414, 1.7652900351774807, 1.7774618705535645, 1.7891821480257415, 1.8007278432641571, 1.811917157176349, 1.8228356842886237, 1.8334050167162175, 1.8437755151792539, 1.8537989329866584, 1.8635485562672311, 1.873023601811204, 1.882223945961054, 1.891150068129149, 1.8998029970980232, 1.908184260146454, 1.9162958350119295, 1.9241855932927796, 1.9318061472205605, 1.9392017777193042, 1.9463309241688083, 1.9532344469564986, 1.9598760472733687, 1.9663261685224338, 1.9724857741936528, 1.9785119262512065, 1.984196722946428, 1.9898207390384164, 1.9951128308493136, 2.0000932017881383, 2.004996730879019, 2.009598492215414, 2.014106665634174, 2.0183244178466166, 2.022435236187009, 2.026268039154185, 2.029840132280096, 2.033301061005202, 2.036636678218683, 2.0397204685349797, 2.0426734427446482, 2.04538857363488, 2.0479693026602024, 2.0503262452255946, 2.052546822580531, 2.05455758285313, 2.056431372827802, 2.0581617962521555, 2.0596969801613176, 2.0610906749101647, 2.0623033517307117, 2.0633771616989676, 2.0643085876577802, 2.0650746800675215, 2.065718222237202, 2.066190134004432, 2.0665358745509947, 2.06673537030686, 2.066798990834305, 2.066726231213745, 2.0665170403625805, 2.066181703126352, 2.065716869152209, 2.0651231643054038, 2.064401547799611, 2.0635532823286287, 2.0626026359388896, 2.0615080750176826, 2.060318898982378, 2.0590141959048154, 2.0575959726742656, 2.0560343765769584, 2.0543942762412364, 2.0526476957251165, 2.050797180303251, 2.048845364671628, 2.0467564374468252, 2.044609197683113, 2.0423285672115625, 2.039997473124807, 2.0375371566183285, 2.034991176851534, 2.032362615947509, 2.0296545334455613, 2.0268255175294647, 2.023922143653333, 2.0209475404737813, 2.017859206561297, 2.01470518600565, 2.0114885683366728, 2.0082123619708843, 2.0047867939922313, 2.0013535093566595, 1.9978226821938339, 1.9941970781817693, 1.990526033408568, 1.986765953124179, 1.9829660971950474, 1.9790829655514426, 1.9751655783787827, 1.9711248001110735, 1.9670555071134381, 1.9629147370077458, 1.9587506825988212, 1.9544758663305843, 1.9501833000276088, 1.9457865825226004, 1.9413775197934966, 1.9368709053967916, 1.932357166175566, 1.9277952431744128, 1.9231454897609606, 1.9184539328675618, 1.9137233164149428, 1.9089563215279708, 1.9041147452335339, 1.8992832022906911, 1.8943430352199644, 1.8893783211656543, 1.884391417649884, 1.8793460197120644, 1.874283829897133, 1.86916931979069, 1.864005938692736, 1.8588337754858684, 1.8535822473374306, 1.8483275209791463, 1.843036035707516, 1.8377108560198017, 1.832354961834703, 1.8269712462468781, 1.8215291594085643, 1.816098602738009, 1.8106159688826864, 1.8051171387835112, 1.7995731021984196, 1.7940185893997218, 1.7884253421480787, 1.7828269413706956, 1.7771663089867822, 1.7715354680858126, 1.7657917018461868, 1.7601113149810919, 1.7545209491480995, 1.7487453445178278, 1.742795436322255, 1.7372094419168054, 1.731452604473497, 1.725535246771279, 1.7197182910351445, 1.713752299395603, 1.7078892354813742, 1.7021260212242122, 1.6962256625222194, 1.6904272294372407, 1.6845016725478008, 1.6784578099282326, 1.6725220991951668, 1.6666911319536906, 1.6607513501410724, 1.6547107753221284, 1.648779843694401, 1.6427560201425693, 1.6366467381882122, 1.6306507983444989, 1.6247644548435312, 1.6186147692816766, 1.6127622920078002, 1.6066595963941577, 1.6006719662340716, 1.5946243244652936, 1.5885225603532283, 1.582536999154451, 1.5765020858463723, 1.5704231630093122, 1.5643053693248428, 1.5583059501205656, 1.5522713501116046, 1.546206199674906, 1.5401149347966154, 1.5341425826018973, 1.5280088180313187, 1.5219964062196818, 1.5159683589836133, 1.5099282954986106, 1.5038796610710468, 1.4978257306955358, 1.4917696129744495, 1.4857142543409902, 1.4796624435316754, 1.4736168162584433, 1.467579860034924, 1.461553919115609, 1.4555411995106733, 1.4495437740430697, 1.4434597633936002, 1.437500752362371, 1.4314628592012069, 1.4254513652982437, 1.4194676216495836, 1.4135128779236497, 1.4075882873651726, 1.40160519390701, 1.39565799662338, 1.3896614576686215, 1.3837058496352381, 1.3777916601826241, 1.3718386178692952, 1.3659311543438928, 1.3600694530199504, 1.3541022444741324, 1.348261466490172, 1.3423246740019343, 1.3365138859261085, 1.3306158090717808, 1.3247749678159582, 1.3189242888391528, 1.3130674657736614, 1.3072716926530423, 1.301473826031771, 1.2956770542142204, 1.2898843842586465, 1.2840986477337446, 1.278322506658654, 1.272614360734976, 1.2668635357971387, 1.2611293616873482, 1.255413883407099, 1.2497190071050883, 1.243996415865732, 1.2383490236564216, 1.2326792221163552, 1.226991560405349, 1.2213820438628098, 1.2157590234300477, 1.2101264693405427, 1.2045310313504967, 1.1989314646518616, 1.1933721928949408, 1.1878135764262998, 1.1822586804044373, 1.1767487575961477, 1.1712089211496641, 1.1657176362107982, 1.1602389575301368, 1.154775153146394, 1.1492940359744488, 1.1438669485855015, 1.138427848095259, 1.133012691395177, 1.1276230060149133, 1.1222295498553092, 1.1168656339691232, 1.1115031020797486, 1.1061735947462563, 1.100850007872912, 1.0955350246622482, 1.090231158864735, 1.0848884610329161, 1.079717160160907, 1.074408998331602, 1.0692204345180314, 1.0639077861563062, 1.0587158200109477, 1.053639597715996, 1.0484513497512034, 1.0433795260787302, 1.0382062277232496, 1.032941306457774, 1.0280010610641477, 1.022770009093181, 1.01765949336668, 1.0126645129108682, 1.0075946636107775, 1.0026393798096376, 0.9976165925746103, 0.9925338068698469, 0.9875674547315274, 0.9827127336267256, 0.9776415411467007, 0.972845583297422, 0.9678459016465042, 0.9629610285807972, 0.9580387286700796, 0.9532285848343289, 0.9483851252782813, 0.9435134796889086, 0.9387529533408349, 0.9338361693935732, 0.9291617495399821, 0.9243398928150304, 0.9196285595688969, 0.9149033857502817, 0.9101681409854399, 0.905426385819914, 0.9006814767993911, 0.8960456568325822, 0.8914077625534067, 0.8867707256670709, 0.8821373006193218, 0.877510070521544, 0.8728914532882801, 0.8682837079227477, 0.8637816419038564, 0.8591996631120192, 0.8547229830543814, 0.8501742552911183, 0.8456456318770815, 0.8412210617424979, 0.8367349368176331, 0.832272939525039, 0.8278361803453628, 0.8234256720694035, 0.8189689131253134, 0.8146152636823984, 0.8102202535677038, 0.8058578489879737, 0.8015285253063703, 0.7972326935780903, 0.7929068818009415, 0.7886181348838693, 0.784305679726338, 0.7800332939969821, 0.7758008961009808, 0.7715516095614887, 0.7673446553790556, 0.7631255865379889, 0.7589507444330188, 0.754768013490362, 0.7506309992561693, 0.7464898206172805, 0.7423473155173999, 0.7382531988763962, 0.7341607336285022, 0.73007233035203, 0.7259902465735699, 0.7219594269473587, 0.7178951708833123, 0.7138840349566428, 0.7098849538932427, 0.7058605768544695, 0.701891324295042, 0.6979386887633406, 0.693967633406664, 0.6900528840706468, 0.6861236681093592, 0.6822172786959247, 0.6783345812337869, 0.6744440460754307, 0.6705801910008538, 0.6667435932917049, 0.6629046497304895, 0.6590953149178279, 0.6552871917663514, 0.6514825590319404, 0.6477109572839354, 0.6439456949524035, 0.6401886741405378, 0.6364672092659657, 0.6327312730714442, 0.6290329153832801, 0.6253242543353679, 0.6216547984133601, 0.6179787237409766, 0.6143209462119679, 0.6106824882168415, 0.6070642852753974, 0.6034465219839128, 0.5998516002492194, 0.5962604669736064, 0.5926943514014317, 0.5891349380246009, 0.5855839730113696, 0.5820430831791549, 0.5785663729319724, 0.5751002191170194, 0.57154561835882, 0.5680742574753682, 0.5645230389805831, 0.5610555138895339, 0.5576681183620908, 0.5542087955251703, 0.5508298041104325, 0.5473859015068092, 0.5440222005171513, 0.5405999911746342, 0.5372575615915238, 0.5339915492115914, 0.5305464479700495, 0.5273062143310254, 0.5238978818438065, 0.5206876244893013, 0.5173194968147232, 0.5140306400944965, 0.5108176805087237, 0.5075704261817404, 0.5042931982800544, 0.5010921476660487, 0.4978643456805057, 0.49461361690220756, 0.4914386605037965, 0.4882433701426528, 0.4851218414440244, 0.48189366937691447, 0.47882787668042337, 0.4756615290764599, 0.4724860618293628, 0.46938476135993135, 0.4662756807892809, 0.4632382389611978, 0.4601189998964615, 0.457072374674915, 0.4540235363706533, 0.45097449916482935, 0.4479271542440382, 0.4448832739669537, 0.4419098160950595, 0.4388761975280153, 0.4359130286550771, 0.43289558150352775, 0.42994833895622464, 0.4270102490523579, 0.4240257440637082, 0.4211106684582717, 0.4182079514645207, 0.41526563512958314, 0.41233989655656306, 0.4094818615601794, 0.4065901035203866, 0.40371682911196977, 0.40086254601095017, 0.3979817833442754, 0.39516785352870665, 0.392330279301423, 0.3895152183488685, 0.3866810532344776, 0.3839125244865232, 0.3811270549512566, 0.3783274986926971, 0.3755546194603003, 0.37280830868581083, 0.3700521138496668, 0.36732388501991187, 0.36458872938762177, 0.36188265788718943, 0.35917227344012836, 0.3564595357786978, 0.35377783870619256, 0.35109589148489867, 0.34841536267384776, 0.3457672223790356, 0.3431221610615127, 0.34048159087796176, 0.3378468316153012, 0.33521911443498315, 0.3325995856392257, 0.33001485566372374, 0.327414227579858, 0.324824769231827, 0.32224732457999516, 0.3196826710582555, 0.3171315230341258, 0.3145945351705538, 0.3120506297206171, 0.3095230301100162, 0.30701219229928833, 0.3044983249599142, 0.3020029285217758, 0.29950701815802666, 0.29703100851576436, 0.294556691767909, 0.2921034537924532, 0.28965383447425586, 0.28720910915686626, 0.2847704693462597, 0.2823390261689941, 0.2799317805666431, 0.277517387330445, 0.27511308516775856, 0.27273457559173153, 0.27035251747715744, 0.2679686511351257, 0.26561233525089084, 0.263256088929965, 0.2609146188872748, 0.2585754761519309, 0.2562525977431212, 0.25393401967617046, 0.25162091912230605, 0.24931439519461104, 0.2469925269631133, 0.24472510307788192, 0.242509846749319, 0.24023763304161297, 0.2379138426812569, 0.23574745803663394, 0.23343031636051328, 0.23126601408078354, 0.22905550592875454, 0.2268033701464655, 0.2246045276312378, 0.22236832816088567, 0.22018515888439605, 0.21805279374714984, 0.21588677976035042, 0.21369085522143183, 0.2115470414860124, 0.20937653702483774, 0.20725744457664483, 0.20511458224325652, 0.20302233157024271, 0.20090895776031506, 0.19884531171656938, 0.1967629388071255, 0.194664531682315, 0.19255265933774623, 0.19049145914293128, 0.18847880652750362, 0.18639500124593925, 0.1843613243663801, 0.182375675684569, 0.18032659941247434, 0.17832680186647606, 0.17632209091848924, 0.17431422292903667, 0.1723544922261482, 0.17034397925162156, 0.16838228578829056, 0.16646736796501796, 0.16450719748914847, 0.16255034287642373, 0.16064087358285647, 0.15869314133380816, 0.15679293940798936, 0.15489845839817773, 0.1530106831257473, 0.15113053335371143, 0.1492588664852576, 0.14739648025921726, 0.1455441154264661, 0.14366814697812014, 0.14183867542293327, 0.14002111153402932, 0.13821599432563744, 0.13639277219474785, 0.1345844834324115, 0.13282099685093735, 0.13104286584519997, 0.1292525836656888, 0.1275072231748175, 0.1257515561044862, 0.12401378288054028, 0.12229401832703168, 0.1205676497917669, 0.11886069614759558, 0.1171496947743746, 0.11545928058425478, 0.11378937079861949, 0.11211816152733911, 0.11046836045834166, 0.10881919648826573, 0.10717208841182932, 0.1055479189063753, 0.10392737362931614, 0.10233020475393936, 0.10073803157514356, 0.09915194778478076, 0.09757297790388651, 0.0960187476034195, 0.0944563693701434, 0.09291958993581956, 0.0913925431060394, 0.08987597373517639, 0.08837057221320903, 0.08686281211385642, 0.08538199469402818, 0.08391410398025852, 0.08244659638407291, 0.08099367911648171, 0.07955573766325047, 0.07813311952062131, 0.07671447871099195, 0.07531239816959125, 0.07392709758901242, 0.07254806142890562, 0.07117635713121777, 0.06982308682532976, 0.06848831392039868, 0.06715300501512662, 0.0658373488774545, 0.06453230840055948, 0.06323860617252948, 0.06195690926349586, 0.06068783155241055, 0.059439918468813704, 0.05819748205048789, 0.05696921641531399, 0.05575554553090856, 0.05454978331865411, 0.053359769142399434, 0.05218579023642137, 0.0510216594390906, 0.04987443120362137, 0.04873823021893676, 0.04761376412290015, 0.04650168320390534, 0.04541905545719266, 0.04433826612326647, 0.043240300920604956, 0.04222816442983897, 0.04115090530828354, 0.040156315644357565, 0.03910304650694346, 0.038129244756005376, 0.03714477793386031, 0.03615246049453015, 0.03523346461845841, 0.03426842101385333, 0.03333703787234472, 0.032437756686850054, 0.03153498610457811, 0.030663809827505908, 0.029791013145858483, 0.028918597107206446, 0.028077907538882296, 0.027239045697452908, 0.026431056274385634, 0.025652478763350788, 0.02485118129719516, 0.02408035601836448, 0.023338531170602164, 0.022579165830021435, 0.02187122664987409, 0.021148190134133736, 0.020453716513527762, 0.01976717105141434, 0.019089522335180433, 0.018439338499062288, 0.017798273388666967, 0.017167111777268457, 0.016562142839564503, 0.015967102232268254, 0.01538261397781463, 0.014809235796802168, 0.014247461421363612, 0.013710225994635143, 0.013172333124242857, 0.01265859051013085, 0.012156811826196412, 0.011667262636438105, 0.011190160007325943, 0.010725675080604222, 0.010273935654491731, 0.009843596751572415, 0.009417154302235005, 0.009003622248153759, 0.008602980155973012, 0.008215176743936027, 0.007840132233059323, 0.007477740627660942, 0.007127871919931479, 0.006790374214339403, 0.006459712497074226, 0.0061467090680205295, 0.005840695962466029, 0.005542245979054813, 0.005260407422721622, 0.00498606795446733, 0.004723439356045926, 0.004472196087634812, 0.004228632800348997, 0.0039961929774158435, 0.003774513598866852, 0.0035604291516206778, 0.0033540975424719752, 0.0031580926271158128, 0.0029720096150071176, 0.002793290241145974, 0.002621965355160391, 0.002459916238356708, 0.0023049656068368815, 0.0021570657782502283, 0.002016141542381254, 0.0018835135628143445, 0.001757437301885712, 0.001637788200071919, 0.0015255611781073639, 0.0014182397884802854, 0.0013178544130165205, 0.0012221984731019529, 0.0011321343385331266, 0.0010482301213809804, 0.0009686865565989008, 0.0008941272118913547, 0.0008243412013439919, 0.000758568875533577, 0.0006977396692885956, 0.0006405871263863652, 0.0005870219425396519, 0.0005377064051363897, 0.0004912747464059027, 0.000448664310826009, 0.00040871053379079017, 0.0003718992713618077, 0.00033779000119509586, 0.0003064698693241542, 0.00027755357163276775, 0.00025091564934478654, 0.00022643019689129384, 0.00020397189555281377, 0.00018341692509602476, 0.00016464375722194274, 0.00014753383574726847, 0.00013188205975797021, 0.00011776748200984233, 0.0001049113234199283, 9.32359456030831e-05, 8.271964337883493e-05, 7.326609204925724e-05, 6.47411231131479e-05, 5.707535571218237e-05, 5.0235087208026624e-05, 4.411377806476552e-05, 3.854861794848675e-05], 'MSE': 62169.48391633773, 'R_2': 0.5490596967474394, 'U_norm': [-29.50069257019286, 0.010673167925157273, 0.010883050814070814, 0.011103689224203094, 0.011303142251380086, 0.011439732837564538, 0.011465094072120346, 0.011328371025560197, 0.010981017863022368, 0.010381553239323781, 0.009457506881023483, 0.008240320100350614, 30.683155691427263, 0.005018180006929091, 0.003107211658564721, 0.0010416923014903894, -0.001076441379006859, -0.0031738413659072617, -0.005149696774080763, -0.006978687760090475, -0.008620004027017633, -0.010044040890291098, -0.011232539567837044, -0.01217799087205279, -0.012882479073794416, -0.013356151495782629, -0.013615490484734179, -0.013681542581449808, -0.013578229654488955, -0.01333083419221221, -0.012964717119853265, -0.012504283008757573, -0.011972248786679896, -0.011389105034211342, -0.010772840658329034, -0.010138833068801716, -0.009499885073614841, -0.008866366902435231, -0.00824642838536396, -0.007646251536640874, -0.007070319694709522, -0.006521685234399494, -0.006002223214038621, -0.005512862867753547, -0.005053792497241295, -0.004624636093730983, -0.004224602025345399, -0.003852605470517275, -0.0035073670947979997, -0.0031874908719444965, -0.0028915240608040496, -0.0026180022640253813, -0.0023654822795611263, -0.002132565162990526, -0.0019179115863837313, -0.0017202512450204491, -0.0015383877527493793, -0.0013712001943795896, -0.0012176422721343508, -0.001076739790056758, -0.0009475870592837684, -0.0008293426733811782, -0.0007212249912195738, -0.0006225075726807393, -0.0005325147376007602, -0.000450617359693752, -0.0003762289618592156, -0.0003088021463517594, -0.00024782536936970704, -0.00019282005419780197, -0.00014333802622594572, -9.895924666640548e-05, -5.928981781450058e-05, -2.3960230425402467e-05, 7.376176650030795e-06, 3.504457396748522e-05, 5.9349844132639396e-05, 8.057765546830611e-05, 9.899543014311992e-05, 0.000114853227374605, 0.00012838455944690874, 0.00013980715539078158, 0.0001493236843960222, 0.00015712244881653628, 0.00016337805410601087, 0.00016825206118622227, 0.00017189362507806868, 0.00017444012225858118, 0.0001760177682094653, 0.00017674222592281322, 0.0001767192052375765, 0.00017604505248773944, 0.00017480732921725865, 0.00017308537862995412, 0.00017095087805750418, 0.00016846837576539364, 0.00016569581037998498, 0.0001626850114753072, 0.00015948218006231788, 0.00015612834787659733, 0.00015265981456270806, 0.00014910856197024856, 0.0001455026451306961, 0.0001418665596711128, 0.00013822158568679103, 0.00013458610825477024, 0.00013097591498423755, 0.00012740447106615688, 0.00012388317258041928, 0.00012042157875270923, 0.0001170276240690012, 0.00011370781116293259, 0.00011046738552112292, 0.00010731049311810334, 0.00010424032208660038, 0.00010125922952527383, 9.836885444715503e-05, 9.557021793239878e-05, 9.28638114588581e-05, 9.024967447764842e-05, 8.772746221343756e-05, 8.52965046074094e-05, 8.295585735321979e-05, 8.070434579467011e-05, 7.854060253739761e-05, 7.646309946653752e-05, 7.447017484679932e-05, 7.256005601692768e-05, 7.073087824925851e-05, 6.898070021959557e-05, 6.730751651179453e-05, 6.570926760108448e-05, 6.418384765149265e-05, 6.27291104384651e-05, 6.134287374006993e-05, 6.002292243287717e-05, 5.876701062904973e-05, 5.7572863141589985e-05, 5.643817660943051e-05, 5.536062061165904e-05, 5.4337839150851106e-05, 5.336745274461993e-05, 5.2447061530902756e-05, 5.157424959311124e-05, 5.0746590768762616e-05, 4.996165610038583e-05, 4.921702300790583e-05, 4.851028609002129e-05, 4.783906944088998e-05, 4.720104031274156e-05]}, 'iteration_4': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-10280.873041699873, 0.633547785596457, 1.1477586376060123, 1.793383906325829, 2.563138815335145, 3.435328168047569, 4.369661108741939, 5.316428857439219, 6.215695398690884, 7.002272482009464, 7.613326198033296, 6849.9094650811985, 3715.1044335625043, 7.902819237616795, 7.4042445754232515, 6.614051532671561, 5.565395955033712, 4.350871964389566, 3.002671328986539, 1.5816015062771809, 0.23773691250444046, -1.0396816901858952, -2.2122234404260994, -3.2493945736842322, -4.131563050980196, -4.8491928862529985, -5.397221645463364, -5.795911529116461, -5.948165269489966, -6.146093849425396, -6.140406441505477, -6.036741063077404, -5.853023443947223, -5.606286679243202, -5.312159130114412, -4.984559310952284, -4.635555828770293, -4.2753565841253405, -3.9123879392240712, -3.553440418189765, -3.203832426237361, -2.8676059854508904, -2.5477027061009685, -2.2461503546229946, -1.9642144174203653, -1.7025379056759613, -1.4613036592801667, -1.2402618810818535, -1.0389277598629412, -0.8565467167173343, -0.692246105418955, -0.545032945388531, -0.4138542908385884, -0.29762639529902934, -0.19526012708543442, -0.10568043911740045, -0.027840949899987363, 0.03926537708490648, 0.09659891432931193, 0.1450686874897622, 0.1855296816194869, 0.21878179244478949, 0.24556995200015733, 0.2665851588738975, 0.282466147643366, 0.29380149433218383, 0.30113200596430756, 0.3049532683207141, 0.30571826510653805, 0.303840001082908, 0.29969408173248935, 0.2936212174896695, 0.28592963224917056, 0.2768973647488525, 0.2667744575045918, 0.25578503223422183, 0.24412925327948035, 0.23198518201006738, 0.2195105259123131, 0.2068442861623611, 0.194108307278526, 0.18140873229216276, 0.16883736688556608, 0.1564729560530905, 0.14438237706061585, 0.1326217523738268, 0.1212374861569523, 0.11026722774713772, 0.09974076547632875, 0.0896808540594671, 0.08010397880286238, 0.0710210599209072, 0.06243810025099172, 0.05435677980188513, 0.04677500044135745, 0.03968738392273615, 0.03308572626572422, 0.0269594113595607, 0.02129578656884713, 0.016080503001855487, 0.011297823033387385, 0.0069308975760327424, 0.002962015431033778, -0.0006271731072753673, -0.0038554564106370337, -0.006741883628313076, -0.00930560710113188, -0.011565743545650256, -0.013541252570007824, -0.01525083113374422, -0.016712822635472996, -0.017945139356098237, -0.018965197091490686, -0.01978986084706547, -0.020435400613125335, -0.020917456223374407, -0.0212510103836888, -0.021450369015603297, -0.021529148082234297, -0.02150026618359359, -0.02137594220988331, -0.021167697400172974, -0.02088636120199835, -0.020542080353724713, -0.02014433069790145, -0.01970193125939124, -0.019223060191741484, -0.018715272198303066, -0.018185517071144408, -0.017640159041427936, -0.017084996642350178, -0.016525282850424892, -0.01596574532773049, -0.01541060658603133, -0.014863604009975903, -0.014328009672200177, -0.013806649950697473, -0.013301925016527034, -0.012815828301027518, -0.012349966112901865, -0.011905577627777927, -0.011483555498627514, -0.011084467376761319, -0.010708578585647943, -0.01035587621170284, -0.010026094733855394, -0.009718743259862595, -0.00943313425751637, -0.009168413494461281, -0.00892359080845826], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [257.1388082177203, 5452.573124791741, 3235.499286417473, 1761.0583688595138, 927.0473074801586, 466.1311933239089, 214.1243693746967, 78.27172808243532, 6.238227044622906, -31.046496293102983, -49.63251093023058, -58.28744259189253, -61.711828972113146, -62.44946704579701, -61.82086126541075, -60.5200849832101, -58.90459587558076, -57.17240758574697, -55.405023796674485, -53.64934822779474, -51.928562363385566, -50.2646401971317, -48.639892919033386, -47.077361191136355, -45.556779325461534, -44.08773576146509, -42.66896557002279, -41.298979124145575, -39.9685984781194, -38.68452909346395, -37.438225996248335, -36.235496315983134, -35.06846128696327, -33.94220052520637, -32.849483835199266, -31.78951429725135, -30.761466425724016, -29.764495654376024, -28.797746258248335, -27.856045391035817, -26.947366671338287, -26.062417122843353, -25.204632259902745, -24.369606220031777, -23.560371195056263, -22.77285620764896, -22.00668041996599, -21.26143874324325, -20.539492972755784, -19.83470162206909, -19.149535654583374, -18.483535536222355, -17.833928928604617, -17.202766193606674, -16.58956342729779, -15.989825194712708, -15.399787711594321, -14.838277773901508, -14.284058726619023, -13.7545365894574, -13.216192221628363, -12.717484949835914, -12.211113006375793, -11.727382864800521, -11.251527961217318, -10.796647439382626, -10.349243869926179, -9.909660785679373, -9.47818693435645, -9.055060419206743, -8.650608479331895, -8.253944320445004, -7.865233481183463, -7.4934689490668465, -7.120622316360459, -6.764134822107262, -6.415223020750562, -6.073941000158121, -5.740318068292203, -5.414361125983768, -5.096056897003729, -4.7915765608826915, -4.48819516669366, -4.192337680122857, -3.9039291474655, -3.628070647789379, -3.3540644916247118, -3.0872315490075937, -2.8274601274040396, -2.5746324710078254, -2.3244796785106523, -2.0853479535247064, -1.84898231393563, -1.6229938784900257, -1.3963597329604176, -1.179788229114092, -0.9695007551281376, -0.7623177439270025, -0.5584867195304009, -0.36373939356631724, -0.1722489950472777, 0.015797184591643452, 0.19783436398202037, 0.37405223189757064, 0.5468279453355351, 0.7139504814392411, 0.8776062082601783, 1.0377045520691224, 1.1923525573766658, 1.3434807840741405, 1.491036754506469, 1.6334022052938502, 1.772278057258201, 1.9076410158731367, 2.0394786998515015, 2.166483729029544, 2.2913344445774197, 2.4114917301100465, 2.5294032286007044, 2.6427801629330725, 2.753856846663946, 2.8605721790355316, 2.964963567554988, 3.0660570238672302, 3.163904421406265, 3.2593559448591622, 3.3515942825354568, 3.44068425630815, 3.5273732902161314, 3.610978217480505, 3.6915719196196073, 3.7703905192958906, 3.84567212372323, 3.9191511588194756, 3.9897495046739206, 4.058018432688291, 4.123964297610358, 4.187598935510197, 4.248939117603922, 4.307633372003451, 4.364473308426798, 4.419092750755756, 4.471523412974917, 4.522093425533033, 4.570510689742528, 4.616816391399662, 4.661053244646392, 4.703493506926182, 4.744138718602409, 4.782995287637384, 4.8198874242023795, 4.855041710949362, 4.888474690336402, 4.920206143346219, 4.949699057533141, 4.978009579800194, 5.005430202892373, 5.030716127904626, 5.054012266772291, 5.076384234370616, 5.096866703450189, 5.116363955420347, 5.13477870144342, 5.150764769116409, 5.1657773866092205, 5.179739639815501, 5.192137659976712, 5.203475398050637, 5.213698630899502, 5.222184327880603, 5.229907705351453, 5.2362960918036805, 5.241448517644445, 5.245574510628135, 5.248648190179895, 5.250649865981838, 5.251554159349561, 5.251446408957301, 5.250357891604832, 5.248280232190201, 5.245209502429614, 5.241270482925334, 5.236387971526361, 5.230565322642847, 5.223809165439094, 5.21633491651139, 5.207983217602459, 5.19876528069162, 5.188947260528986, 5.178052980382198, 5.1666163147523925, 5.154400639883371, 5.141423498955507, 5.127703756728732, 5.113579534515707, 5.098443409638364, 5.082959540225362, 5.0664908880796125, 5.04973104844787, 5.032018759520811, 5.01407083781018, 4.99520673740186, 4.9761608936571635, 4.956237967464368, 4.935819385026111, 4.91529593221819, 4.8939575058322715, 4.8721926783953, 4.849654388199082, 4.8271040644257095, 4.803824819467506, 4.78020849701083, 4.756276698024605, 4.731684000027403, 4.706820221811016, 4.6817058091156785, 4.65599944854638, 4.6300856588479835, 4.603983310898367, 4.577356805837636, 4.550582776072314, 4.523330359044849, 4.49562517959761, 4.467834357344607, 4.439635226720284, 4.411387408249138, 4.382774040141426, 4.353819486554207, 4.324547832272305, 4.295302235212432, 4.2657786505991915, 4.2356883266701, 4.205987760051115, 4.1757643760188765, 4.1453507720681015, 4.114767548735499, 4.0840347127980525, 4.053171657358818, 4.022197146354528, 3.9908515666354014, 3.959712148190581, 3.9282445483371293, 3.8964778337350254, 3.8649613587513074, 3.8331845859309994, 3.8011744557258114, 3.769452446002629, 3.7372882353805177, 3.705197579021858, 3.6729567253390702, 3.640819563536646, 3.6083426211477945, 3.5760048409209646, 3.5435961352688685, 3.5111363825019923, 3.478644635772161, 3.446139126165797, 3.4136372688772894, 3.3811556721351606, 3.3487101485669877, 3.3161248014608256, 3.2836123216818986, 3.2510026230661375, 3.2184990816392247, 3.1859372878340517, 3.15351153210021, 3.1208939315778146, 3.088611457964379, 3.055851837119125, 3.0237746427270737, 2.9908030342439953, 2.9585333065592634, 2.926941338740428, 2.8945468630120232, 2.8628457364052813, 2.8304188927951466, 2.7986974008867795, 2.7663217948005046, 2.734660150132853, 2.7036868554883458, 2.67212871940832, 2.6400444007449746, 2.6086830547995237, 2.576852264798684, 2.545744276059844, 2.5142189756871014, 2.4834139005892757, 2.4522392776547686, 2.421780158872598, 2.390995139863376, 2.3599283663635116, 2.329589155576846, 2.2990049305875657, 2.269137375323373, 2.2390580757037, 2.208803905919575, 2.1792682226698967, 2.1487473616314454, 2.1197869753735703, 2.089905396471285, 2.0607481656710775, 2.0315268423547415, 2.0022689175649324, 1.9730004350994572, 1.9444507937612425, 1.9159033851788703, 1.8873809834815973, 1.8589050572189325, 1.830495798701387, 1.8027937564802676, 1.77455769550179, 1.7470325863092409, 1.7196132190782492, 1.6923149034727685, 1.6646047581542927, 1.637604237955803, 1.610764280962495, 1.5840962547165511, 1.5576106395175018, 1.530836548544234, 1.504756192621109, 1.4784285436922013, 1.452784488987512, 1.4269301813182593, 1.4013266075805315, 1.3759782392780757, 1.3508889791317629, 1.3256733857248926, 1.3007436088025206, 1.2761011930494444, 1.2513886820877667, 1.2269844613143572, 1.2028880928164545, 1.1790988357231178, 1.154972308060169, 1.1314979803948066, 1.1080385455745316, 1.084616181946918, 1.0615397453322808, 1.0385247411849174, 1.0158623305114531, 0.9932822966710774, 0.9710590899343693, 0.9486853817992423, 0.9266843756361771, 0.9048119861578083, 0.8833113239332898, 0.861726779844478, 0.8405238587867655, 0.8192707599653001, 0.7984061418953053, 0.7775209377847722, 0.757028364508205, 0.7367297793390504, 0.7164480773874348, 0.6963827470601709, 0.6765383692695193, 0.656918935420962, 0.6373645488875386, 0.6182094580836663, 0.5989797784684767, 0.5800033863090895, 0.561281051797888, 0.5426721120118625, 0.5243258549327946, 0.5061086790638752, 0.4880312946580106, 0.47022878226413645, 0.45245582840315535, 0.4349676188831745, 0.41764649913968743, 0.40049934505664414, 0.3835323261122501, 0.3667509437519454, 0.35005857593661127, 0.3336655139037831, 0.31737536101510566, 0.3012925452862053, 0.28532968273167847, 0.26958402446640717, 0.253972429291465, 0.2385854327147454, 0.22326457965844815, 0.20825534995725628, 0.19317691701176787, 0.17848984492224032, 0.16424910094343653, 0.14975414524183903, 0.13504806034397795, 0.12144606348409122, 0.10763113096915806, 0.09364149608114523, 0.08009307778744602, 0.06640333121287571, 0.05314889466039024, 0.04030895629452465, 0.027353808166514865, 0.014806718823607675, 0.0021699333651668757, -0.010529464320732939, -0.02281836369849841, -0.03471654952623891, -0.04666249247473106, -0.05863364755930713, -0.07021611604711789, -0.08180886000800668, -0.09339261376057308, -0.1045941734309642, -0.11543214275465044, -0.1265893011269232, -0.13705221942580337, -0.14780368944515665, -0.15819702074406441, -0.16854034986054678, -0.1788212836095261, -0.18875714277094488, -0.19862713680748553, -0.20842094543836923, -0.21812908979522475, -0.22750665228052047, -0.23679829446408115, -0.2459962187812198, -0.2550933358863106, -0.2638777630904339, -0.27276189434759507, -0.28133628146718076, -0.289801219537596, -0.29815208799470827, -0.30638479215269804, -0.31449573420672755, -0.322481784597481, -0.33034025389786104, -0.33806886535575786, -0.3456657282028207, -0.35312931181749907, -0.3604584208112188, -0.36765217108929804, -0.37470996692299857, -0.3817506286424188, -0.38853140753855303, -0.39528661130431436, -0.4018978903458219, -0.40836621600610945, -0.414692714395923, -0.4208786508737798, -0.4270166510195056, -0.4330100712393883, -0.4389452558070171, -0.4447334151138177, -0.45037703412015806, -0.4559535239839489, -0.4613846906451711, -0.466673429391258, -0.47195537703804225, -0.47702642808970513, -0.4820811488205553, -0.48693188688108413, -0.4917582878955974, -0.4964419501487882, -0.5010384182768096, -0.5055449833093155, -0.5099118321395754, -0.5141885009206243, -0.5183731502709324, -0.5224642581398756, -0.5264605990583878, -0.5303612239324578, -0.5341289679709254, -0.537837940705489, -0.5414497567246027, -0.5449643852138957, -0.5483819811729396, -0.55173182538775, -0.554955148831852, -0.5581092388328096, -0.561191105644909, -0.5641504314237326, -0.5670373441956014, -0.5698497053130284, -0.5725651849619287, -0.5752048656484651, -0.5777489217705662, -0.5802166965422205, -0.5826072709142159, -0.5849042248868697, -0.5871394215488327, -0.5892819074029684, -0.5913472506780655, -0.5933354576435083, -0.5952585092153875, -0.5970923991727084, -0.5988605634920533, -0.6005518416198807, -0.6021669933784325, -0.6037154830483485, -0.6051885161928794, -0.6065946845666559, -0.6079266051515383, -0.6091920410191053, -0.6103908883546107, -0.6115232041399228, -0.6125994157175183, -0.6135798004557506, -0.6145236703544432, -0.615385366395748, -0.6162055332128175, -0.6169465698900417, -0.6176134997840064, -0.6182365461304405, -0.6187885759465432, -0.619293790748101, -0.619748200116287, -0.6201199895761635, -0.6204562764531489, -0.620728037848215, -0.6209396470080835, -0.6211000483684763, -0.6212040937674789, -0.6212565698583823, -0.6212555856110098, -0.6212022825742534, -0.6211003741893724, -0.6209415536080566, -0.6207423170018812, -0.6204840748693851, -0.6201821338775042, -0.6198284649852026, -0.6194351289439574, -0.618991596522698, -0.6184976275645484, -0.6179687519867272, -0.6173748038534522, -0.6167653623987019, -0.6160911645057608, -0.6153879434911866, -0.6146386883571738, -0.6138438499748459, -0.613003983986442, -0.6121197413152328, -0.6112136794709784, -0.6102657074833707, -0.6092765895582244, -0.6082471550897868, -0.6071782910180038, -0.6060709345264186, -0.6049260661043686, -0.6037689282419372, -0.6025523302151052, -0.6013259452862653, -0.6000417889818954, -0.5987254038074423, -0.597402911159478, -0.5960255107258596, -0.5946192285732116, -0.5931851904258809, -0.5917245169556925, -0.5902131346413954, -0.5887025400709085, -0.5871435065010489, -0.5855623429033003, -0.5839601511264507, -0.5823380108212729, -0.5806721650817214, -0.5789886821865047, -0.5772640283193132, -0.5755240621055869, -0.5737697960323318, -0.5719780758612757, -0.5701743133602327, -0.5683356553263501, -0.5664871608659016, -0.5646063028025924, -0.5627177426228214, -0.5607993011665574, -0.558852405221733, -0.5569010582047578, -0.5549236472493425, -0.5529215593838241, -0.5508961684804757, -0.548870495017481, -0.5468023103431033, -0.5447360114047979, -0.5426512185420354, -0.5405285033048451, -0.538410722800621, -0.5362781464798372, -0.5341120190484816, -0.5319536005428471, -0.5297644014235086, -0.5275654350583656, -0.5253577505718899, -0.5231237178558015, -0.5208834783658761, -0.5186379763926213, -0.516370251314408, -0.5140995603637045, -0.5118093842722072, -0.5095012915095783, -0.5071936496435085, -0.504870592684208, -0.5025335652876022, -0.5002000476300017, -0.49783898711674074, -0.49548360641162403, -0.4931037686744604, -0.49073160808366556, -0.4883378906499256, -0.48593907922418833, -0.483536261605807, -0.481130481320035, -0.47870885758677895, -0.4762866948298691, -0.47385148518038356, -0.471417964580881, -0.46897399052156746, -0.4665210103232309, -0.4640604160308298, -0.46163040893195706, -0.45919410586227977, -0.45668160730320406, -0.45421438649637225, -0.45167670047356456, -0.4491855967436421, -0.44673958677997805, -0.4442290651545968, -0.4417647199744575, -0.4392408556125097, -0.43676404326305374, -0.43423240772350813, -0.4317485027347358, -0.4293107485987315, -0.42672807471683005, -0.4242885830988654, -0.4217118024074954, -0.41927484501146767, -0.4167078393829853, -0.4141913068139488, -0.4117234978864018, -0.4092200943473169, -0.4066842911197466, -0.4041985553668719, -0.4016833011830415, -0.39914144540743046, -0.3966505111621621, -0.39413545051714033, -0.3916706611604223, -0.3891137062058755, -0.38667800320681045, -0.38415501181245393, -0.3816173364616344, -0.37913189283384396, -0.3766333622565149, -0.3741859014881835, -0.37166597334701834, -0.3691984181595529, -0.36672297355508976, -0.36424139238788844, -0.3617553434328532, -0.35926641280884736, -0.35682967746298555, -0.3543382761319881, -0.3518996209439073, -0.34941122637295197, -0.3469759079241689, -0.34454352836824387, -0.342068115159725, -0.33964592110505176, -0.337229821475122, -0.3347766252532096, -0.3323332381850834, -0.3299426404564455, -0.3275201725276657, -0.32510965058491015, -0.3227116791531023, -0.3202881543199777, -0.3179177539852255, -0.3155244403252381, -0.31314724837852204, -0.31075114617391886, -0.3084079471401282, -0.306047931037034, -0.30367357770503955, -0.3013195779916952, -0.2989860047826172, -0.29664200290897813, -0.29431987965019424, -0.29199005577175224, -0.28968332319988743, -0.28737133166503087, -0.28505584226408653, -0.28276547565916343, -0.2804736234470625, -0.27818180449321583, -0.27591661016707647, -0.27365307972358227, -0.27139251400805575, -0.26913613568146844, -0.26688509182848624, -0.2646404566404356, -0.2624251307577474, -0.26019575187981026, -0.25797560549813847, -0.2557655017068144, -0.2535661914667921, -0.25137836931902696, -0.2492026760527045, -0.24702111326958484, -0.24485367275674516, -0.24270081790888856, -0.24054565194253236, -0.23840667803827026, -0.23626769183773091, -0.23414625489384186, -0.23202683082370892, -0.22992608618051477, -0.22782912822800439, -0.22573711239048327, -0.22365111978332114, -0.22157215998642768, -0.2195148165432866, -0.2174523541640118, -0.21539955977273115, -0.2133698771200089, -0.2113383133152756, -0.209306416526633, -0.20729924978392025, -0.2052934400236289, -0.20330155097062816, -0.20131303342196114, -0.19933977340442863, -0.19737164248152164, -0.19540968362152183, -0.19345486951357493, -0.1914886832325539, -0.1895702318233216, -0.18769752210587182, -0.18577835589147013, -0.18381745042375375, -0.18199107570739573, -0.1800394742899164, -0.17821838944622007, -0.17636025211365905, -0.1744690644932289, -0.172624562145661, -0.17075072489204496, -0.16892331325822607, -0.16714036208153066, -0.1653312716950389, -0.16349929174082226, -0.16171285556968137, -0.15990629856506003, -0.1581446267794687, -0.15636533335309144, -0.15463017342273183, -0.1528796440449957, -0.15117241988001076, -0.14945185293437943, -0.1477202532840574, -0.14597981926502607, -0.1442833779885164, -0.14262904945776514, -0.1409185095498158, -0.13925137655858252, -0.13762579314461945, -0.13595056602882785, -0.13431788739002745, -0.13268346343979015, -0.13104876425114947, -0.12945549739948234, -0.1278232689762708, -0.12623296613638585, -0.12468278731672346, -0.12309825130680017, -0.12151871329392919, -0.11997967570800612, -0.11841210930461973, -0.11688506417304971, -0.11536486452401154, -0.11385229599960946, -0.11234808698400968, -0.11085291111778371, -0.10936738980370149, -0.10789209468946034, -0.10640028570162374, -0.10494768138660493, -0.10350672582635376, -0.10207781588666247, -0.10063679093584448, -0.09920978237125241, -0.0978202647151529, -0.09642135495444269, -0.09501507514202862, -0.09364620794140537, -0.09227138622620414, -0.090912689808136, -0.08957015336094078, -0.08822455212755236, -0.0868961525179578, -0.08556667660161668, -0.08425524502326523, -0.08296172780026587, -0.08166920921766992, -0.08039522328460048, -0.07912369856604828, -0.07785573160840466, -0.07660736065270432, -0.07536369982201083, -0.07413986634152754, -0.07292173221672545, -0.07171012088849678, -0.0705057977943948, -0.06932215649614715, -0.06813412779936238, -0.06696734773343045, -0.06580971411444815, -0.0646617618899941, -0.06352398145201392, -0.062386139299148206, -0.061270310618630204, -0.060165871037205665, -0.05906336476038926, -0.05797344452829983, -0.056896354318604014, -0.05583230825889474, -0.05477279228632149, -0.05372717421553169, -0.052695567369475095, -0.051670107458575594, -0.0506515700031467, -0.049648161051123456, -0.048659872492203396, -0.047672586807446245, -0.04670120440417531, -0.04573900916907861, -0.04478650325983567, -0.04384414526798083, -0.04291235226101061, -0.041997350714924685, -0.0410876010934856, -0.04018944348025324, -0.03930314860430001, -0.03842380409828455, -0.03755709587494806, -0.03670319046559567, -0.03585755375844062, -0.035025275473378414, -0.03420205720749118, -0.033388383174848324, -0.03258469381475449, -0.031803270056078796, -0.031024140924712656, -0.030233623348974694, -0.029505791140101472, -0.028732070395737996, -0.028018590510888158, -0.027263925344281188, -0.026567033662452163, -0.02586332875520234, -0.025154849170611424, -0.024499471353098375, -0.02381203754879358, -0.023149345216714, -0.02251020940476372, -0.02186930422341657, -0.021251507346335633, -0.020633233220239553, -0.020015904521445367, -0.01942166865782684, -0.018829357452790314, -0.018259446201114093, -0.017710842205899455, -0.017146808643856787, -0.01660478292004949, -0.016083670366810545, -0.015550768991102889, -0.015054446311826356, -0.014548030319349382, -0.014062090883396598, -0.01358215646701532, -0.013108891326635681, -0.01265523143702252, -0.01220834432823266, -0.011768762746492063, -0.011347801308149101, -0.010934112884014259, -0.010528116344605569, -0.010130183236483757, -0.009740639610455595, -0.009368426658869389, -0.008996070427903222, -0.00864072750911388, -0.008293941841126726, -0.00795588034598432, -0.007626676127068587, -0.007306430387658534, -0.006995214342923726, -0.006698967104432635, -0.006405622484578719, -0.006121371524685711, -0.005846183872774948, -0.005580008288577372, -0.0053227743287011416, -0.0050743939734190805, -0.004834763192029359, -0.0046037634445177085, -0.004377595950589124, -0.004163649141917218, -0.003954617382570626, -0.0037508850960872074, -0.0035586158271795434, -0.003371580250529027, -0.003192640226585705, -0.003021562026389387, -0.0028558133134310645, -0.002697728433205454, -0.0025470497508139605, -0.0024016171088940986, -0.002261531104244464, -0.0021285310338461662, -0.0020023329123823987, -0.0018811942291461139, -0.0017651298107707895, -0.0016554070741101685, -0.0015505449612351735, -0.001450505604614485, -0.001355232639373014, -0.0012656128346963521, -0.0011804615651858565, -0.0010996898740092275, -0.001023964196202353, -0.0009515821057299726, -0.000883908794557866, -0.0008194526553676369, -0.0007587913369335357, -0.0007023034235638727, -0.0006487740832657914, -0.00059861998233028, -0.0005516961348394384, -0.0005074890445266261, -0.00046662063696658825, -0.00042823741765492344, -0.000392277332572665, -0.0003591827013494159, -0.0003280349651419237, -0.00029946106555272557, -0.0002726782927490751, -0.0002480108117385694, -0.00022516188309746214, -0.00020418846533329092, -0.00018483122458818094, -0.00016700502923258995, -0.00015062455577045776, -0.00013560497841691972, -0.00012186257580080258, -0.0001093152575874921, -9.788301453830286e-05, -8.742812798626933e-05, -7.800275792892977e-05, -6.9420151952046e-05, -6.162798564841568e-05, -5.461130181299305e-05, -4.8305387962774834e-05, -4.262036332783273e-05, -3.750962455300617e-05, -3.2950389292460716e-05, -2.8871364856909827e-05, -2.516384179379776e-05], 'MSE': 55003.20204777014, 'R_2': 0.6010396250890347, 'U_norm': [-39.98180253088582, 0.0024638357418534295, 0.004463576100565737, 0.0069743805719569875, 0.009967919023833621, 0.01335981991865524, 0.016993394127910094, 0.020675326685338814, 0.024172529415994452, 0.02723148846480338, 0.02960784589191439, 26.6389562906264, 14.447855862225, 0.03073366988524128, 0.0287947378889145, 0.025721716554205538, 0.021643547311382547, 0.01692032408257699, 0.011677239049033377, 0.006150769380191694, 0.000924546996300949, -0.004043270242068569, -0.008603226631683876, -0.012636733443067016, -0.016067442655714553, -0.018858269295414527, -0.02098952580866219, -0.022540010882704537, -0.0231321180858099, -0.023901852462073395, -0.02387973441631556, -0.023476584929614432, -0.02276211627119271, -0.02180256929852873, -0.020658721928712723, -0.019384702570068017, -0.018027445433383766, -0.016626648534836756, -0.01521508157680862, -0.013819152568957386, -0.012459544523924143, -0.011151976664009734, -0.009907888764852426, -0.008735166708990607, -0.007638731909934675, -0.006621085006106563, -0.005682937052721372, -0.004823316601116265, -0.004040338244642657, -0.0033310674635671474, -0.0026921105802371805, -0.00211960594270195, -0.0016094586973065426, -0.0011574542080774134, -0.0007593568962110925, -0.0004109859572267009, -0.0001082720656756142, 0.00015270109323808242, 0.00037566836024014534, 0.000564164890773853, 0.0007215156790713523, 0.0008508314797197919, 0.0009550092962500007, 0.0010367363877103839, 0.0010984967610172718, 0.0011425793589730298, 0.001171087353122666, 0.0011859480518525175, 0.0011889230862006236, 0.0011816186110856165, 0.0011654953374973642, 0.0011418782713232686, 0.0011119660799181446, 0.0010768400420671663, 0.001037472560644442, 0.0009947352338332152, 0.0009494064907758965, 0.0009021788032589624, 0.0008536654878315543, 0.0008044071131354201, 0.0007548775264256486, 0.0007054895126576078, 0.0006566000995512038, 0.0006085155224623064, 0.0005614958637426156, 0.0005157593808622362, 0.0004714865373015834, 0.0004288237494551658, 0.00038788686266031465, 0.000348764368868614, 0.00031152037861414565, 0.0002761973600660689, 0.00024281865795962036, 0.00021139080576511784, 0.00018190564395095712, 0.00015434225678405297, 0.00012866873939417967, 0.00010484380625603512, 8.281825190156769e-05, 6.253627420645583e-05, 4.393667033117074e-05, 2.695391501507328e-05, 1.1519130289488343e-05, -2.4390449357810316e-06, -1.4993677701426063e-05, -2.6218849198905845e-05, -3.6189041926535345e-05, -4.497859984161402e-05, -5.2661255914642196e-05, -5.9309721688813694e-05, -6.499533372651358e-05, -6.978775199485557e-05, -7.375470565541943e-05, -7.696178187317204e-05, -7.947225382898294e-05, -8.134694405613678e-05, -8.264411955056739e-05, -8.341941532765784e-05, -8.372578318891172e-05, -8.361346292549769e-05, -8.31299731920307e-05, -8.23201195126642e-05, -8.122601706877796e-05, -7.988712601983583e-05, -7.834029744493262e-05, -7.661982809193636e-05, -7.475752239213158e-05, -7.278276021008125e-05, -7.072256894053907e-05, -6.860169876109838e-05, -6.644269987817572e-05, -6.426600085545634e-05, -6.208998733498495e-05, -5.993108045442782e-05, -5.780381471629184e-05, -5.572091504787332e-05, -5.369337309223098e-05, -5.1730522994912766e-05, -4.9840117110978186e-05, -4.802840229486306e-05, -4.6300197638783866e-05, -4.465897462562953e-05, -4.310694082303741e-05, -4.164512806074466e-05, -4.0273486118465e-05, -3.89909823979969e-05, -3.7795707843889093e-05, -3.668498867767303e-05, -3.565550283232074e-05, -3.470339961626592e-05]}, 'iteration_5': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-11746.977974499529, 5.1039264140939355, 5.182986041340918, 5.261762582022711, 5.324082348010099, 5.348750733024207, 5.31136445093628, 5.187113775836177, 4.953896773274647, 4.595200412218469, 3468.9900051847585, 8579.449254705218, 3.6557323193052724, 2.172514745620316, 1.4072042664922813, 0.609185632942374, -0.20670002640290144, -1.0273368501220903, -1.8412203041592898, -2.6380164134060116, -3.350150640092094, -3.8732458583751472, -4.282167078902876, -4.63757679713414, -4.936178520310587, -5.175257796171453, -5.348731123370391, -5.463807451021937, -5.521558020210094, -5.51521354340908, -5.452688031594376, -5.338721407892444, -5.179008396086686, -4.979897477717282, -4.74809219389318, -4.490374994114882, -4.213365241523402, -3.9233236127880935, -3.626004751398934, -3.326563654389395, -3.0294884751967683, -2.7385898098095143, -2.4570048680171053, -2.1872172001922485, -1.9311357998753653, -1.690118727812267, -1.4650425913515364, -1.2563782179021565, -1.064300554547581, -0.8886125811633429, -0.7289457776163106, -0.5847423965168472, -0.4553095725936075, -0.3398591869956073, -0.2375405505535908, -0.1474676625889908, -0.06874149721576146, -0.00046783920171312136, 0.05822879465198516, 0.10819461263329182, 0.1502388695331435, 0.18512858069136173, 0.21358519554555525, 0.23628285292805135, 0.25384788812943526, 0.26685931019193854, 0.2758500118763599, 0.28130851422283054, 0.28368108244826595, 0.2833740803774017, 0.28075645750557743, 0.2761622858922457, 0.26989328383443806, 0.262221279627517, 0.2533905821238065, 0.24362023542192682, 0.2331061435421407, 0.22202305744752024, 0.21052642174137856, 0.19875408191403804, 0.18682785568829008, 0.17485497384330065, 0.16292939747398827, 0.15113301978246846, 0.13953676121387842, 0.1282015669658205, 0.11717931569240014, 0.10651364779655209, 0.09624072122364546, 0.08638990206840529, 0.07698439670398895, 0.06804183160661556, 0.05957478652726663, 0.051591286136802195, 0.044095254705929156, 0.03708693776898188, 0.03056329413633039, 0.024518361076397845, 0.01894359508977251, 0.013828190267727091, 0.00915937601037985, 0.004922695533449022, 0.0011022663731833173, -0.0023189761276637966, -0.005359051631330205, -0.008036723301679939, -0.010371301602873624, -0.012382463045042003, -0.014090083641463943, -0.015514086784071892, -0.016674305260486036, -0.01759035699264444, -0.018281534117957285, -0.01876670497389598, -0.019064228471687646, -0.019191880364413716, -0.019166790806855336, -0.019005392595566002, -0.01872337944642826, -0.018335673673470443, -0.017856402579160942, -0.017298882843794692, -0.01667561217890794, -0.015998267478794834, -0.015277708752321354, -0.014523988141621008, -0.01374636335927854, -0.012953314875406317, -0.012152566241856615, -0.011351106917486763, -0.010555217052372466, -0.009770493705204919, -0.009001878046639432, -0.008253683202154286, -0.007529622402601973, -0.006832837266696304, -0.006165926054305245, -0.005530971847024836, -0.004929570678866665, -0.0043628597217547195, -0.003831545716844085, -0.0033359339020405956, -0.002875957716462819, -0.00245120959187929, -0.0020609730736861234, -0.0017042564596357035, -0.0013798279868871108, -0.0010862524225137523, -0.0008219287171104162, -0.0005851281745940936], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [241.5523225152897, 5813.357259833965, 3260.3921151409895, 1664.2145761504098, 814.4128923819604, 373.47542142215804, 147.81710313419222, 34.498875027391634, -21.002608954374963, -47.10406377357038, -58.490606750889825, -62.64991183774416, -63.332695120843866, -62.40358906185997, -60.77399233005677, -58.867023181881535, -56.8850406303453, -54.93457009385063, -53.040044001173925, -51.21650914167872, -49.4679424993403, -47.804335253675234, -46.200351467403664, -44.67361549738464, -43.20061847732049, -41.787977040712875, -40.43228019846886, -39.130341440379766, -37.872045429913804, -36.66257385233112, -35.49289551076636, -34.367632700134536, -33.27870865862372, -32.23026633025707, -31.215065720146903, -30.231947167858564, -29.279785080306993, -28.357488738375086, -27.464002683574915, -26.59432531101336, -25.755628274247172, -24.93917049672883, -24.147985662983263, -23.37789437980854, -22.6315960151605, -21.905254964589936, -21.198452071564844, -20.510757464317006, -19.844306354901274, -19.193392907746468, -18.56026904523732, -17.944488982038845, -17.343472465916722, -16.75910502714865, -16.19093433644331, -15.634790484375426, -15.0871732077895, -14.565567874638917, -14.050259984405782, -13.557445664209869, -13.055921913800546, -12.590850127975065, -12.118138831168528, -11.666077939591549, -11.220890386354114, -10.794853700256622, -10.375350031796524, -9.962705996539965, -9.557199170333018, -9.159061719430763, -8.778038440205231, -8.403900912308053, -8.036815806302283, -7.68530316823752, -7.332329064967749, -6.9944174270093615, -6.663270867438862, -6.338954226647092, -6.0215096026818555, -5.71095844306986, -5.407303514257458, -5.116459423114947, -4.826286815573543, -4.542935294293385, -4.26634977845368, -4.001449015638703, -3.7379767060272133, -3.48105568602494, -3.2305953000759615, -2.9864988115632314, -2.7446531682206863, -2.5131442840960267, -2.283997626031797, -2.064608258838867, -1.8442848212874057, -1.633446877037124, -1.4284396379942894, -1.2261731343400781, -1.0268928373417754, -0.8362190846971155, -0.6484635994341871, -0.4638148753401535, -0.28480228939840774, -0.11125563671150338, 0.059155252819607027, 0.2242387828547653, 0.3861435749516854, 0.5447734927283271, 0.6982416837529163, 0.8484526038154263, 0.9953469046042821, 1.137302206919674, 1.2760031317327027, 1.4114188653449664, 1.543529217558337, 1.6710127310673901, 1.796549767701553, 1.9175792692105127, 2.036558280808675, 2.1511690656217684, 2.2636616976751314, 2.3719404058924254, 2.4780637874104383, 2.581035857278436, 2.680900650484956, 2.7785195959949767, 2.8730503943920946, 2.9645503572858387, 3.0537803901172635, 3.140030477131704, 3.2233665235566145, 3.3050618593675787, 3.383283127757843, 3.4598249830583843, 3.533559047338692, 3.6050533314577407, 3.674308722796687, 3.7413316462814548, 3.80613353988091, 3.868334786493715, 3.928767740896279, 3.9870382980365595, 4.043173309784993, 4.097518731950022, 4.149755059860012, 4.199919019230506, 4.248049035836437, 4.294435069179267, 4.339074053360928, 4.38196788424865, 4.422915261651956, 4.462160110452792, 4.499714846828364, 4.5355952573068485, 4.569180410117802, 4.601664307276568, 4.633391551283186, 4.66291724570527, 4.690386660304771, 4.717051071694203, 4.741754637764151, 4.765581406296669, 4.788425703689195, 4.808588264681394, 4.82787378337826, 4.8461974733167725, 4.862874692408793, 4.878571116204911, 4.893225056198204, 4.905899125164532, 4.918031526732504, 4.928738601283396, 4.938121865507503, 4.946534742879349, 4.953944999319983, 4.960326770083346, 4.965516280349314, 4.969601834982463, 4.972744439538853, 4.9749303011569275, 4.976150270933166, 4.97640565631415, 4.975740352736958, 4.974153053836888, 4.9716459323160205, 4.968322228266946, 4.964131566970105, 4.959081231912718, 4.953333119641337, 4.946610995676258, 4.939246635006489, 4.93110068424048, 4.922187611931721, 4.912523387395484, 4.902356555478161, 4.891253003688261, 4.8797028156917275, 4.86723409581398, 4.854375016050223, 4.840621586647261, 4.826533508503886, 4.81157994301087, 4.796346164489454, 4.78027928675219, 4.763686629795446, 4.746892117098041, 4.729317770406131, 4.711283787731033, 4.692503094149654, 4.6736132230621985, 4.654016756824256, 4.634044299994886, 4.613717094135931, 4.592742727052882, 4.571454711454268, 4.549873445405155, 4.5277068199085395, 4.505287623761647, 4.4826349379629225, 4.459458807918644, 4.436088358319972, 4.412236158256172, 4.3879248404769875, 4.363478004804367, 4.338613304379359, 4.313649300090042, 4.288307456422881, 4.262609910421395, 4.236578681153849, 4.210520472464248, 4.184165910896927, 4.15725724525264, 4.130651360747681, 4.103532324450355, 4.076198751424378, 4.048670065102417, 4.020965207324116, 3.9931026124882107, 3.9651001862487947, 3.936723692795928, 3.908496683345922, 3.8799358182184895, 3.851067587465041, 3.822392266834735, 3.793446403949386, 3.7642547866775105, 3.7352940337310905, 3.7058981011699506, 3.676538706742137, 3.6470118900815685, 3.617550915038165, 3.587749702700797, 3.5580482170687815, 3.5282543002627613, 3.4983867551039283, 3.468463663950613, 3.4385023861865447, 3.408519558901701, 3.378531100459789, 3.348552216655534, 3.3184207930437126, 3.2883339325945213, 3.2581346957758854, 3.2280118956786747, 3.1978136565623014, 3.167720665238726, 3.1374289823922834, 3.107428525148745, 3.0769646860356326, 3.0471163182942607, 3.0164163098759755, 2.9863511429561505, 2.9568998373470654, 2.9266826258209404, 2.897095022670409, 2.866812828968728, 2.837172715694187, 2.806904722257396, 2.77728815839608, 2.748300349927557, 2.7187500196703964, 2.6886915105012625, 2.6592954601040817, 2.6294445653138174, 2.6002572843047456, 2.57066429959492, 2.541733805522962, 2.5124427519483223, 2.483811018864464, 2.4548600886318783, 2.425631252680472, 2.3970745418617074, 2.3682749606293783, 2.340138493561118, 2.3117909646783774, 2.2832670301685143, 2.2554093877842156, 2.2266111376296154, 2.199274685243142, 2.171057985087648, 2.1435148957434498, 2.115901079294101, 2.0882425626562227, 2.0605640406547527, 2.0335557427944977, 2.0065401996302543, 1.9795390638248642, 1.9525727791663108, 1.925660605632927, 1.8994097807949804, 1.8726442531441605, 1.846544310757789, 1.820536521026533, 1.7946355758860943, 1.768335814502618, 1.7427018091874766, 1.7172127241639799, 1.6918795574128436, 1.666712472575045, 1.6412640438077826, 1.6164680723763865, 1.5914301102400255, 1.5670356703161934, 1.5424347001544862, 1.5180659099240905, 1.4939337982867646, 1.470042321671445, 1.4460245407045038, 1.4222731356814227, 1.398789830288438, 1.3752341079100263, 1.3519667729824925, 1.328987663110761, 1.306296320786361, 1.2832781427747093, 1.2608772918935796, 1.2384858609378868, 1.216125082357626, 1.194089976351148, 1.1721090544915531, 1.1504605625822688, 1.1288865442812874, 1.1076493906835783, 1.0862643874227442, 1.0652317238816273, 1.0443182373107944, 1.0237565552854073, 1.0031110860443073, 0.9828272022124358, 0.9624919475538828, 0.9425251639837996, 0.9225355210887904, 0.9029186488155104, 0.8834845699568404, 0.8640638164154998, 0.8448475065126149, 0.8258401660766334, 0.8070457560608856, 0.7883112099796871, 0.7699568990917854, 0.7515288598234565, 0.7333413832225916, 0.715395345738677, 0.6975560297352204, 0.6799666611666167, 0.662499263440113, 0.6451641995843428, 0.6280911159147247, 0.6110448468927189, 0.5942702407979972, 0.5776545557677812, 0.5612044842717253, 0.5449260415650814, 0.5288246019853616, 0.5128075445642283, 0.4970767478479764, 0.4814438439544663, 0.4660091327432754, 0.4506888370694831, 0.43557637775843255, 0.42059204104209214, 0.40582280717302716, 0.3911166610548339, 0.3767093128843834, 0.3622352824693958, 0.3481367475662632, 0.3344665525254229, 0.32055229398830803, 0.30643539971733236, 0.29337845792259254, 0.280117279079623, 0.26668864338041687, 0.25368383657787924, 0.2405437533969249, 0.22782194199998607, 0.215498457608116, 0.2030649558541185, 0.19102369012401063, 0.1788970250197139, 0.16671104364334788, 0.15491977797560788, 0.1435042431714799, 0.13204379744794215, 0.12056015994899268, 0.10945041021718005, 0.09833190239874239, 0.08722320101729723, 0.07648223130172804, 0.06609111811641841, 0.05539531423924648, 0.04536636029337971, 0.03506223933047965, 0.025102808344105047, 0.015192799855249867, 0.005344155681124888, -0.004172333068633074, -0.013624097128387223, -0.023001194904726487, -0.032294496357618135, -0.04126956751703482, -0.05016059067063064, -0.05896005976300599, -0.06766115237841959, -0.07606124260564968, -0.08455464940823079, -0.09274990257284256, -0.10083848679704538, -0.1088159655071758, -0.11667841026513, -0.12442237282941264, -0.13204485755146267, -0.1395432942629973, -0.14691551178472873, -0.15415971216367583, -0.16127444572539143, -0.1682585870086801, -0.17511131163369772, -0.18183207413959812, -0.18853398187440149, -0.19498599678264078, -0.20141110386013722, -0.20769671162740005, -0.21384378944003285, -0.2198534563652192, -0.22572696614302604, -0.2315522602030647, -0.23723761732176213, -0.24286494992684998, -0.2483500845939655, -0.2536954526901409, -0.2589743950497816, -0.26411291449978197, -0.26911383801397554, -0.2741053986851848, -0.2788947506131657, -0.2836656993471772, -0.288241174958193, -0.29279068508511236, -0.29720262437552675, -0.3015293808139505, -0.3057684211345427, -0.30987296368014133, -0.31388964808771364, -0.3178167782380884, -0.3216529634910945, -0.32539709855891796, -0.329048343908601, -0.33257201290093824, -0.33603747347127166, -0.3394088765136874, -0.3426862639930313, -0.34586985583445784, -0.34898696372923754, -0.35198298715984344, -0.3549112657040131, -0.3577690318819923, -0.36050972877842047, -0.3631798889009445, -0.36577756051561255, -0.36828219429403614, -0.37071331855442274, -0.37305276105461416, -0.3753184026798487, -0.37750945774136285, -0.3796109811465871, -0.3816521967585501, -0.38360491391202983, -0.3854834457292315, -0.3872878868268411, -0.38902916858874736, -0.3906856569710056, -0.39227863249549083, -0.3937981184012407, -0.3952449222014802, -0.3966276150893737, -0.3979384445983199, -0.39918516600469184, -0.4003613499091729, -0.401473977376121, -0.4025230512443938, -0.4035087257653392, -0.4044401131109061, -0.40528312536299427, -0.4060889025074363, -0.4068185162600721, -0.4075064592622567, -0.40812127273542953, -0.4086677036987395, -0.40917061339783123, -0.40960820261740877, -0.4099997930300904, -0.4103418396416683, -0.4106112488963771, -0.41084240548957224, -0.4110147681337327, -0.41113243954031237, -0.41120079869173876, -0.4112181518190853, -0.4111861093014483, -0.41110309323044386, -0.410973092624009, -0.41079956729707284, -0.41056954030680537, -0.4103064071557803, -0.40998518061232964, -0.4096253371769231, -0.40921701914315534, -0.40877392496077464, -0.4082839926239665, -0.40774716511935283, -0.4071801634459587, -0.40655080016725875, -0.4059114853914993, -0.40521041432578553, -0.40448486738268596, -0.40371718873013746, -0.4029079402923212, -0.40205777754330035, -0.40116744039543367, -0.4002595579978483, -0.39931392035627383, -0.3983313596454764, -0.39731276406619076, -0.396259070600444, -0.39517125811350096, -0.3940503408227965, -0.3929209698384785, -0.3917371324887341, -0.39054721005832405, -0.3893046845013818, -0.3880344060164192, -0.38676152189890123, -0.3854390948473724, -0.3840922320440681, -0.38272203877075833, -0.3813296110385362, -0.37989210423519404, -0.37845851848598094, -0.37698215343433156, -0.3754880153552358, -0.3739771583570688, -0.3724506120796128, -0.37088609999959876, -0.3693081814625905, -0.3676948700937301, -0.3660704235187935, -0.36443578497181206, -0.3627694403162407, -0.3610950812966988, -0.3593915479163819, -0.35768210856872, -0.35594597735941297, -0.35420596218857553, -0.35244166840013297, -0.35065450334851156, -0.3488665341593773, -0.3470579868126415, -0.3452302122304436, -0.34338454214059644, -0.34154197307948114, -0.3396641620585691, -0.337791484626893, -0.3359054783928654, -0.3339886755882683, -0.3320798280996968, -0.33016114860353263, -0.32821585661115305, -0.32628104558715443, -0.32432224807892585, -0.3223583455254192, -0.320390301568861, -0.3184024692258946, -0.3164128350939862, -0.3144222517274942, -0.3124157392336394, -0.3104103877178397, -0.30839165395350626, -0.3063610052473068, -0.3043346373340409, -0.30229864916674354, -0.30025437581674025, -0.29821712997923416, -0.2961598597152584, -0.294111566845969, -0.2920460909862644, -0.28999136488774796, -0.2879221036320481, -0.28585261001408585, -0.28378384941441726, -0.28171674264617547, -0.2796402767555322, -0.2775676240700032, -0.27548812460624567, -0.27341439993963695, -0.2713361350525796, -0.26925462265126865, -0.26717109947041495, -0.26511786173529284, -0.26306369112094025, -0.26094989028360593, -0.2588787553747571, -0.25675321051794964, -0.25467137639002096, -0.2526317681265978, -0.25054306246610863, -0.2484974184495001, -0.2464071550608069, -0.2443605888126969, -0.24227358373726252, -0.2402307228236865, -0.23823045756374048, -0.2361163167576529, -0.234124163463222, -0.2320249638988485, -0.23004448578539474, -0.2279634044808337, -0.22592833152452746, -0.2239375792070819, -0.22192311536386722, -0.21988774311489045, -0.21789762836287566, -0.21588901846938344, -0.21386444472026708, -0.21188560740602397, -0.2098928333920039, -0.2079450187008418, -0.20592976497956336, -0.20401521518836993, -0.20203737283978337, -0.2000535124763026, -0.1981158578668517, -0.19617339293152466, -0.19427590602894107, -0.19232772405622073, -0.19042546185369777, -0.18852255060594014, -0.1866204190483495, -0.18472041739935133, -0.182823819075444, -0.18097246373704834, -0.17908520705019138, -0.17724345774425354, -0.17536984344965137, -0.17354180440885716, -0.17172155061976946, -0.1698748567518243, -0.16807353207446538, -0.16628236248567393, -0.16446947703569034, -0.16266967581927944, -0.16091443521771592, -0.15914156173540947, -0.15738323394298642, -0.15563984541599463, -0.15388378272916717, -0.15217199604913942, -0.1504495058572499, -0.14874447269412355, -0.14703182316659252, -0.14536280305352123, -0.1436876599224721, -0.142008313495984, -0.14034932084238663, -0.13871062218414643, -0.13707055573074603, -0.13545172619147286, -0.13383350241489725, -0.1322372559941616, -0.13064334378807518, -0.1290530583635199, -0.12748601638525606, -0.12592396453184773, -0.12436798850360876, -0.12283608102743492, -0.12131129399333972, -0.11979452988327498, -0.11828662535288095, -0.11678835381463204, -0.1153004280595641, -0.11383792857234659, -0.11237221175492908, -0.11091865161024307, -0.10947774466626403, -0.10804993986243619, -0.10663564105250317, -0.10523520944749597, -0.10383707903391207, -0.10245407280770948, -0.10108641089765208, -0.09972335245933743, -0.09837658619724556, -0.0970358856313157, -0.09571222826270769, -0.0943958814105562, -0.09309715222208954, -0.09180678146012221, -0.090525486734317, -0.08925392703457237, -0.08799270533131973, -0.0867505879403176, -0.08551140530618574, -0.0842840656808308, -0.08307650617774565, -0.08187380702000041, -0.08067693791831052, -0.07950059673529591, -0.07833101199289023, -0.07717548400054638, -0.07602785811642714, -0.07489495270256105, -0.0737709030681483, -0.07265629575504674, -0.07155166484787936, -0.07044660822839474, -0.06937422145257229, -0.06833300721613347, -0.06727174679439786, -0.06619349401603922, -0.065194789832026, -0.06413359109308538, -0.06314897401919635, -0.06214994623657059, -0.061139020094476165, -0.06015879345575839, -0.05916882520688885, -0.058209099103102076, -0.05727819812379355, -0.05633921320963027, -0.05539409632792639, -0.05447808291643468, -0.05355742019622049, -0.05266515660162164, -0.0517695410071675, -0.05090156891467067, -0.05003137524103882, -0.0491880306367939, -0.048343445240041964, -0.047498900944624584, -0.04665559872708556, -0.045839001715765965, -0.045047831235751776, -0.04423516352277017, -0.04344841887956201, -0.04268635101110708, -0.04190627817595127, -0.04115119367089978, -0.040400449494704484, -0.039654760697744706, -0.03893298768504588, -0.03819872895765024, -0.03748838652949212, -0.03680079666687909, -0.036102923520024525, -0.03541226623191212, -0.03474416051165709, -0.03406861102165922, -0.033415345106396155, -0.0327697591312307, -0.03213214434421384, -0.031502757992514216, -0.030881825262240366, -0.030269541180392014, -0.02966607247060653, -0.029060534925025288, -0.028475462402401296, -0.027899541485803214, -0.02733284337115287, -0.026765808741142243, -0.026208733437972972, -0.025670564367098386, -0.025133035034599415, -0.024597020577359713, -0.02407947234657874, -0.023563869424429056, -0.023058465678738226, -0.022563146040856293, -0.02207077718544254, -0.021588729361561677, -0.02111031528422885, -0.02064235697713836, -0.020184663769074934, -0.01973118290971296, -0.01928799608743582, -0.01884943576311375, -0.018415870054107063, -0.017992696653623616, -0.01757477813429523, -0.017167102358305687, -0.016764866821059217, -0.016368305341422373, -0.01597762337247831, -0.01559705936704859, -0.015218497286313096, -0.014850047810775199, -0.014487773249871341, -0.014131774735936128, -0.013782133863321945, -0.013435676609735237, -0.01309904549553138, -0.012768908679152157, -0.012442397079842231, -0.012122618072064847, -0.011809550979490421, -0.011503164446309947, -0.011200947459033314, -0.010905509434224412, -0.01061678190773686, -0.010332494849419387, -0.01005282272531841, -0.009779942868261855, -0.009513745521408448, -0.009250376240743203, -0.008993755230939104, -0.008742022289013857, -0.008495247217140081, -0.008253483935287456, -0.00801677162861724, -0.007786599895344846, -0.00755999417448534, -0.007338481639039533, -0.007122053091004784, -0.006909450423365486, -0.006701987427133241, -0.006499622513356363, -0.006301215925549273, -0.006107895193833076, -0.005918592998786148, -0.005733365616603572, -0.005552255461941402, -0.005377929406245037, -0.0052058585262143384, -0.005033061223118934, -0.004875567943228382, -0.004709838435345561, -0.004558567803594693, -0.004400198854113281, -0.0042554542730100725, -0.00411076539482775, -0.003966597085199287, -0.0038345850272602177, -0.003697519806980679, -0.0035667573699995135, -0.0034419254846575218, -0.003318021163676567, -0.0031997995656268437, -0.0030826896183640405, -0.002966968375118886, -0.0028567264769555926, -0.002747973579513815, -0.002644408853371206, -0.002545720466058462, -0.002445292263663857, -0.0023497806852289436, -0.002258884757815853, -0.002166884525642173, -0.0020820730619140176, -0.001996413857859347, -0.0019150591967090258, -0.001835526504096269, -0.0017579020020878266, -0.001684249641814598, -0.0016124287987116532, -0.0015424987479111098, -0.0014762047970144244, -0.0014117061864156485, -0.0013490408613103656, -0.0012882372480367348, -0.0012293149352788583, -0.0011735754167849332, -0.0011183708400667471, -0.001066214807974144, -0.0010158173954178777, -0.0009671727924233973, -0.000920269786736971, -0.0008750922928741617, -0.0008316198575198921, -0.0007906397193926452, -0.0007504533568566003, -0.0007118915860019966, -0.0006749209340747997, -0.0006395057001015662, -0.0006056083042939683, -0.0005731896118358029, -0.0005422092317744156, -0.0005126257918673558, -0.0004839341577680959, -0.000457046768421145, -0.0004310207918250599, -0.0004058917351012276, -0.0003823962784643893, -0.0003597500455521084, -0.0003382823368067354, -0.00031794375851504223, -0.00029841664291192316, -0.00027995987476937394, -0.0002625241570907034, -0.0002458442848999346, -0.00022991983197433814, -0.0002149338643782082, -0.00020083773718323355, -0.0001874233258521453, -0.00017468138304154641, -0.00016273842718703789, -0.00015142104596588518, -0.00014071514119537516, -0.0001306048621299735, -0.00012117345993037956, -0.00011228590876388034, -0.00010392429619492856, -9.614831696485204e-05, -8.87752242751317e-05, -8.193661299165168e-05, -7.547447801443433e-05, -6.944058291213912e-05, -6.386534535677093e-05, -5.862263874281847e-05, -5.374797705790975e-05, -4.922168926045207e-05, -4.498940826123698e-05, -4.110573907760166e-05, -3.748490557744063e-05, -3.411734855735507e-05, -3.1040398203248296e-05, -2.8165050956200856e-05, -2.554587253907335e-05, -2.310796177433122e-05, -2.0878107181109754e-05, -1.8826736807178416e-05, -1.6956437725957238e-05, -1.524173936795475e-05, -1.367305827906216e-05, -1.224098570794063e-05, -1.093634432417802e-05, -9.750235468060023e-06, -8.674077608878895e-06, -7.699636718115702e-06, -6.813967957873277e-06, -6.020342291456246e-06, -5.301983783755672e-06, -4.6536335181555945e-06, -4.0732084280813955e-06, -3.5545675100692406e-06, -3.0896336133966917e-06, -2.673998332015243e-06, -2.3052520557556796e-06, -1.977128663073928e-06, -1.6804947576910762e-06], 'MSE': 50098.43184583681, 'R_2': 0.636615898574276, 'U_norm': [-48.63119454266416, 0.0211296930081985, 0.02145699115428039, 0.021783117353172628, 0.022041114318023077, 0.02214323871404039, 0.021988463625384248, 0.021474079520300584, 0.02050858682534131, 0.01902362341142022, 14.36123641117876, 35.51797463826097, 0.01513432901653277, 0.008993971681092673, 0.005825670618742156, 0.0025219614008409478, -0.0008557153352798025, -0.004253061368429417, -0.007622449195175963, -0.010921097297158643, -0.013869254533312484, -0.01603481110283047, -0.01772769990123267, -0.019199056975978054, -0.020435235210251725, -0.021424997070770103, -0.022143157532234167, -0.02261956084970239, -0.02285864184323413, -0.022832376408306838, -0.022573527678400197, -0.02210171841301717, -0.021440524141181347, -0.020616226876998937, -0.01965657854207068, -0.0185896577300443, -0.017442867875007945, -0.016242127488576865, -0.015011260160757973, -0.013771607011296774, -0.012541748500922836, -0.01133746007718025, -0.010171729442942399, -0.009054838223116882, -0.007994689440629803, -0.006996905317338876, -0.006065114911083402, -0.00520126739546122, -0.004406087032122309, -0.003678758179458882, -0.0030177552047230007, -0.0024207690951736876, -0.0018849314649268633, -0.0014069795887736998, -0.0009833917072816665, -0.0006104998752602757, -0.00028458222459518383, -1.936802748978068e-06, 0.00024106079426152807, 0.00044791377551399317, 0.0006219723666799095, 0.0007664119267570585, 0.0008842191769284721, 0.000978184977683958, 0.0010509022881174646, 0.00110476814186912, 0.0011419886562549725, 0.0011645862545563445, 0.001174408425602154, 0.0011731374708539959, 0.0011623008005720431, 0.0011432814362746617, 0.0011173284584685044, 0.0010855672063465678, 0.0010490090916397375, 0.0010085609327822138, 0.0009650337508333511, 0.0009191509955263592, 0.0008715561903922044, 0.0008228200005731252, 0.0007734467380197082, 0.0007238803263431068, 0.0006745097541237324, 0.000625674050195422, 0.0005776668173870907, 0.0005307403621019238, 0.0004851094562519731, 0.00044095476629712685, 0.0003984259821473625, 0.000357644676199311, 0.00031870692028098605, 0.0002816856860618649, 0.00024663305232498523, 0.00021358224032355622, 0.00018254949610593178, 0.00015353583615720343, 0.00012652867028737865, 0.00010150331344469791, 7.84243964829119e-05, 5.724718413047522e-05, 3.7918807510930985e-05, 2.0379417130188554e-05, 4.56326133823355e-06, -9.600305665765647e-06, -2.2185883298083255e-05, -3.327114898980736e-05, -4.293604593495291e-05, -5.126203271752048e-05, -5.833139384256282e-05, -6.422660995753835e-05, -6.902978661803546e-05, -7.282213985939222e-05, -7.568353700489597e-05, -7.76920908927814e-05, -7.892380539276001e-05, -7.945227016407199e-05, -7.934840216012581e-05, -7.86802313481018e-05, -7.751272798263378e-05, -7.590766879967154e-05, -7.39235392749004e-05, -7.161546899752117e-05, -6.9035197116307e-05, -6.623106468708567e-05, -6.324803095001602e-05, -6.012771066599457e-05, -5.690842974511546e-05, -5.3625296399273115e-05, -5.031028528216177e-05, -4.69923319833583e-05, -4.369743563223467e-05, -4.04487674350934e-05, -3.726678329403361e-05, -3.4169339073318994e-05, -3.117180713955833e-05, -2.8287193448086e-05, -2.5526254508481374e-05, -2.2897614049039952e-05, -2.040787947472008e-05, -1.8061758551994457e-05, -1.5862177111377012e-05, -1.381039880416705e-05, -1.1906148075649066e-05, -1.0147737638250304e-05, -8.532201448849019e-06, -7.05543396940497e-06, -5.712335837471305e-06, -4.496965346864636e-06, -3.402694329449611e-06, -2.4223661739087964e-06]}, 'iteration_6': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-12943.696090932317, -0.7717616230982561, -0.4545035038912514, -0.061175037456874526, 0.39968198245142816, 0.9096004748110962, 1.4398254570665572, 1.9525224764088334, 2.403251124094845, 2.7467559602301272, 8351.987463467496, 4964.059935183125, 2.671607355438917, 2.2085861892612932, 1.5131921223151696, 0.6193203140510757, -0.4371462449450193, -1.6113622546942055, -2.8535802518275006, -4.11312763879082, -5.342029534780908, -6.4977716856871295, -7.532777575823897, -8.168922954000601, -8.624976611240896, -8.90033261602502, -8.964181665370573, -8.840256349339372, -8.81536831105218, -8.541148911328134, -8.179418142564149, -7.750641611379315, -7.273780082945307, -6.765811791431796, -6.241477242657137, -5.71319961526155, -5.19113351042075, -4.68330834155948, -4.195831878216508, -3.73313126371845, -3.2981904541710954, -2.8928014867563934, -2.5177839588886766, -2.173200793370486, -1.858518946333863, -1.572765467163605, -1.3146746186965246, -1.0827631193302618, -0.8754246891020953, -0.6909912324595603, -0.5277805703119328, -0.3841318800640556, -0.25843114591262634, -0.14912867756259923, -0.054750567472373536, 0.02609448048600029, 0.09471176814446657, 0.15231973734970164, 0.20005089960515682, 0.2389540095441959, 0.26999706814007135, 0.29407085143693057, 0.3119927459110312, 0.3245107369194955, 0.33230744477923624, 0.3360041379169909, 0.33616467646687553, 0.33329935533416327, 0.32786862600068123, 0.32028668262727567, 0.3109249026638379, 0.3001151352190531, 0.2881528328589091, 0.27530002418815175, 0.26178812582838756, 0.24782059351142566, 0.2335754129453578, 0.21920743199545814, 0.20485053660448935, 0.1906196736905123, 0.17661272494632205, 0.16291223635484167, 0.14958700916339707, 0.13669355888859439, 0.12427744982596307, 0.11237451275785579, 0.10101195384248551, 0.09020936240897952, 0.0799796253325002, 0.0703297552308828, 0.06126163946981653, 0.05277271657418274, 0.04485658630925814, 0.03750355935431825, 0.030701152082445653, 0.024434531456167523, 0.018686914620238047, 0.013439927288498106, 0.008673924605941664, 0.004368277892714484, 0.0005016302964993648, -0.002947875790298732, -0.006002397036649325, -0.008684210836197226, -0.011015558285466612, -0.013018506597175869, -0.014714829253723997, -0.016125902444950806, -0.01727261641668869, -0.01817530048152907, -0.018853660496785468, -0.01932672764532193, -0.01961281744387714, -0.01972949794836531, -0.019693566224342787, -0.019521032187573693, -0.019227108960832302, -0.01882620899516375, -0.01833194523047531, -0.017757136672114582, -0.017113817789398834, -0.016413251178545085, -0.015665942921889296, -0.014881660174209643, -0.014069450479303176, -0.013237662469817297, -0.012393967570638572, -0.011545382396875288, -0.010698291540350948, -0.009858470470912283, -0.009031108306845358, -0.008220830273337214, -0.0074317196747957625, -0.006667339335389079, -0.005930752439567942, -0.0052245428442998275, -0.004550834925938581, -0.003911313138323493, -0.003307241467965376, -0.002739483088355493, -0.0022085205368709226, -0.0017144767952312527, -0.0012571376919969489, -0.0008359760036850809, -0.00045017760439089, -9.866988382985293e-05, 0.00021984749909845162, 0.0005068696585480722, 0.0007640516888631397, 0.000993172652592108], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [226.74252356508774, 6154.8548857344385, 3331.964775986833, 1626.9156822251512, 750.2092658156228, 311.71220302564547, 95.98649566416621, -7.580019866073168, -55.48549898609818, -76.13088589352982, -83.66640651655153, -85.04401301048799, -83.63094922898925, -81.01972444707076, -77.98038367282304, -74.83440904737026, -71.734222114589, -68.76483972428517, -65.925609855857, -63.22145416302252, -60.649515997354904, -58.219676416577826, -55.89218254428234, -53.690745924449246, -51.57998968561974, -49.568248784011004, -47.64949874885518, -45.81814192184261, -44.0590171394335, -42.37847951637173, -40.76312267054523, -39.21851347374043, -37.73278006838947, -36.31082989976896, -34.94212980996427, -33.62449870253292, -32.35583332330103, -31.134109013167933, -29.95737963824427, -28.81857827838581, -27.726591304562138, -26.66955143859756, -25.650963874883075, -24.6650387079955, -23.714839748451265, -22.79510475181205, -21.904970075193212, -21.043571366717213, -20.213244549224633, -19.406579751477725, -18.62610237917619, -17.8709811642779, -17.13780102763816, -16.428619141059166, -15.742631543970278, -15.074593190065633, -14.420160627130057, -13.799963785844902, -13.190317949166584, -12.610174332973287, -12.022723655425565, -11.480666037018748, -10.932403744231616, -10.410677328237103, -9.899392333155097, -9.412469562981133, -8.93531242157815, -8.468218965766908, -8.011425130895795, -7.565110149097291, -7.140034773432342, -6.724629895100906, -6.319003572563705, -5.932425005618568, -5.546083158082226, -5.177990138808441, -4.818969855106901, -4.469019240231016, -4.128109653924798, -3.7961896921262013, -3.473187798148908, -3.1652761727821193, -2.8595312796772134, -2.5624060162812454, -2.273769958576796, -1.9986470653826705, -1.726316381284107, -1.4620422789498337, -1.205663203981805, -0.9570131870441657, -0.7118669904414799, -0.4783554134824527, -0.2483686398923793, -0.029266623100442257, 0.18966547786788102, 0.3981098104434894, 0.5997665286866777, 0.7977114494525868, 0.9917192625188764, 1.1763781285799535, 1.357256379409406, 1.5341901544261425, 1.7047946190215697, 1.8692895252579709, 2.0299219454033044, 2.1846638642523373, 2.335567759807269, 2.4825664781501464, 2.623950301139879, 2.7615127746418118, 2.895223914006334, 3.023645747867194, 3.148341094828428, 3.2693076072407625, 3.386553416517895, 3.498944238900084, 3.6088700867064705, 3.7141150289974987, 3.8168435784553827, 3.9150820170056178, 4.010787504934642, 4.102204980219025, 4.1911013117520985, 4.27666127069043, 4.358950760089261, 4.438700210998229, 4.515242612732263, 4.588654763958696, 4.659569321161105, 4.7274444804974625, 4.792363050124389, 4.85533264671801, 4.914963780055181, 4.972649379924921, 5.027556370239251, 5.080133366171149, 5.130399886149151, 5.17838026951709, 5.224103131316953, 5.267328141821033, 5.308655252294233, 5.347830465002011, 5.3848947780924385, 5.420094055970013, 5.453239592435485, 5.484379980001831, 5.513564779028231, 5.540990173046844, 5.566669658363348, 5.590620897788871, 5.612754936500508, 5.6332280368681715, 5.652066067304498, 5.6692974946981085, 5.684667948529793, 5.698751424574359, 5.711668667558225, 5.7228457207152985, 5.732412067661807, 5.740819558135179, 5.747719900319483, 5.7534357840517485, 5.7579025407521325, 5.760873843731568, 5.7627043571293655, 5.763346457810508, 5.762804720656134, 5.7610907228367685, 5.758176268309805, 5.754360463837991, 5.749255245367743, 5.743195865558465, 5.736264914709128, 5.728257812714861, 5.719168992097555, 5.708997999914131, 5.698100614104234, 5.686545762446671, 5.674007443458891, 5.660493369706378, 5.646014736604948, 5.631021297217989, 5.615120627776946, 5.598328966537918, 5.58066494929474, 5.5626285684121495, 5.543779736990357, 5.524139764529755, 5.504232243947094, 5.483085235157831, 5.461729153087849, 5.439687014452319, 5.416983455358703, 5.39364380114291, 5.3702153186743455, 5.345682470361098, 5.321114423719148, 5.2954919136007685, 5.26988628407718, 5.243278587346837, 5.216737678831179, 5.189248537305587, 5.1618734499171435, 5.133604509940048, 5.104984368710335, 5.076543648514743, 5.0472902670247395, 5.017757100700522, 4.987472490419536, 4.957451625367994, 4.926732026040088, 4.895829306806317, 4.8647639489458046, 4.833085431912245, 4.801293561772964, 4.769406859443183, 4.736989224370649, 4.70452271260664, 4.672023659622181, 4.63907112994337, 4.606128107214625, 4.5727841406275775, 4.539070632180372, 4.505430698576846, 4.47147000734182, 4.437617959345528, 4.403491034647622, 4.369117259533366, 4.334523935823013, 4.300112624491998, 4.26552156786486, 4.2304130603976535, 4.195899083042239, 4.160915024621134, 4.125845927923303, 4.090713351042983, 4.055537989003952, 4.020339673455256, 3.9851373760218918, 3.949635176356142, 3.914484284020529, 3.879078844557288, 3.8434518003315437, 3.808216484614639, 3.772799270009211, 3.7372299511835205, 3.7020851039479026, 3.6665538522878456, 3.631205336533205, 3.595791168473649, 3.560588284191731, 3.5251098998848733, 3.4898781426763255, 3.4546619431534533, 3.4194816341456806, 3.3843565073678517, 3.3493048332356072, 3.314343883090777, 3.2794899534779267, 3.2447583921369487, 3.2099599703008, 3.1753208032742672, 3.1406585488222984, 3.1061881911461993, 3.071734089836086, 3.0375004986976624, 3.003140444559499, 2.9692076037601884, 2.934847746459769, 2.9012755389277367, 2.866840521410542, 2.833209692540457, 2.800352683803145, 2.7667296585677144, 2.7338929031762946, 2.7003719830839756, 2.667645726324791, 2.6343108726402837, 2.6017753194832727, 2.5700080529385305, 2.5377024806802893, 2.5049214773007904, 2.47294032551319, 2.440541898690665, 2.408938608767444, 2.376970966360015, 2.345791300685321, 2.314295305154503, 2.283577994580262, 2.252587815640004, 2.2213706304579004, 2.1909392182708376, 2.1603165468888883, 2.130464084086914, 2.1004523955059637, 2.0703191429810417, 2.04095257279154, 2.0106593575368943, 1.9819645924306988, 1.9524076452390744, 1.9236166128420766, 1.8948112317929058, 1.8660188163734839, 1.8372650887511888, 1.8092648400164952, 1.7813134677090368, 1.7534332151467606, 1.725644915550523, 1.697968031479801, 1.6710247651491696, 1.643607516684769, 1.6169247947532224, 1.5903880304210578, 1.5640115866891986, 1.5372813675723243, 1.5112785666309594, 1.485472462906481, 1.4598733269697077, 1.4344905197619109, 1.408873150093592, 1.383960194920288, 1.3588518616816132, 1.3344350760807633, 1.309857842378013, 1.2855584598231884, 1.2615401893571623, 1.2378057380320786, 1.213990371332535, 1.1904831911723426, 1.1672845515191907, 1.1440576603510222, 1.1211578357284426, 1.0985834894410627, 1.0763327638867533, 1.0538032622141205, 1.0319184877737717, 1.010083023114512, 0.9883176508598016, 0.9669087697745637, 0.9455917865595671, 0.9246357135527994, 0.9037899704338823, 0.8833072137297329, 0.8627196674794022, 0.8425085534371931, 0.8224488005522195, 0.8027625353272673, 0.7830322480720053, 0.7636830848418528, 0.7443205568243298, 0.7253438476413223, 0.7063803874192964, 0.6878048459517333, 0.6694361485871936, 0.6511138800899059, 0.6330180595009712, 0.61515215276878, 0.5975190698983922, 0.5799747834627051, 0.562818458727364, 0.5456252638204929, 0.528688298438124, 0.5120074281189275, 0.495456835920474, 0.4791687850295403, 0.4630241146301008, 0.44703206129757045, 0.43131152151620517, 0.4156455344130304, 0.40025867317961505, 0.38504672930806927, 0.37001531740362986, 0.3551693901916045, 0.34051327714892354, 0.3259623329079636, 0.31169932994457755, 0.2975528153931773, 0.28361312656745835, 0.2698041333898831, 0.25620954828068176, 0.24275713592205306, 0.22952443688510105, 0.21637488179132183, 0.20351863472555057, 0.1906293236636268, 0.17810026198524145, 0.16597660608519152, 0.1536619132003487, 0.1411945035074398, 0.12968745749609376, 0.11802467634168783, 0.10623994968439478, 0.09485187654546147, 0.08337047224361532, 0.07227903371721449, 0.061558263911048294, 0.050765535134316885, 0.040336437136809074, 0.029856833365278026, 0.019350140403529167, 0.009207286817585309, -0.0005898903924773191, -0.010402928684170337, -0.020212564525376935, -0.029680195918536795, -0.03913254811896632, -0.0485533519056013, -0.05763975214947673, -0.06640862657716104, -0.0754119788921143, -0.083832659193732, -0.09246236715337494, -0.10078169726116543, -0.10903806308529775, -0.11722135561302671, -0.12510735789689997, -0.13291848243954016, -0.14064644854934752, -0.1482837238502651, -0.15563849500422203, -0.1629035204331983, -0.1700727273651506, -0.1771406647142728, -0.18394361448503702, -0.1908010950075794, -0.19739721080574818, -0.2038870093231658, -0.2102671576198935, -0.21653477398726084, -0.22268740097115983, -0.2287229788811207, -0.23463981992014463, -0.24043658304610335, -0.24611224965366563, -0.25166610014612456, -0.25709769144906813, -0.2624068355024718, -0.2675935787543387, -0.2727451714859934, -0.2776845331498689, -0.2825829245739006, -0.2873545490776336, -0.29200072904065144, -0.2965229027541865, -0.30092261107714136, -0.30526587617933937, -0.30948448495818065, -0.31363943931590915, -0.31766883339040886, -0.32157516800067837, -0.32541233423396, -0.32912685670692093, -0.3327215332475737, -0.336288493714386, -0.3396903090845836, -0.3430579687870659, -0.34626690724864834, -0.3494364809564088, -0.35248903020836764, -0.35546132263502733, -0.35835178635356535, -0.36112908403491956, -0.36382535830780166, -0.3664397141107817, -0.3689715043667855, -0.37142031194887437, -0.37378593222650125, -0.3760465942813621, -0.3782471967907557, -0.3803650595501098, -0.38240066819020047, -0.3843546439392615, -0.38624394656931116, -0.38803602376392304, -0.3897633618414174, -0.39142430355739616, -0.3929924306702024, -0.3944950443501655, -0.39593112620810633, -0.39728974893416874, -0.3985819825253407, -0.3997986708790291, -0.4009496587196849, -0.40203482212091246, -0.40304737892565634, -0.40400177490689015, -0.40488522619033307, -0.405704965768639, -0.4064615183956972, -0.40715969959864146, -0.4077914217649251, -0.40836545156439336, -0.40887857093123536, -0.4093318089994605, -0.40972834530124014, -0.4100665068706394, -0.41034891956235575, -0.41057481099630533, -0.41074628542202346, -0.4108638308050883, -0.41092804010374767, -0.41093945455622233, -0.4108999230160789, -0.4108079392211941, -0.4106680284985754, -0.4104738968855664, -0.4102347717065905, -0.4099540772489617, -0.40961958976733703, -0.40924640748825314, -0.4088190200546479, -0.40833593168460697, -0.40783878106053456, -0.4072664054698755, -0.406661881385371, -0.40602802607312305, -0.4053415070202216, -0.40462877374139694, -0.403864530982317, -0.40304862502796374, -0.40221038014871335, -0.4013520630047816, -0.40041469012130165, -0.3994901300721575, -0.39848719796742865, -0.3974690356488753, -0.3964051105790023, -0.3953288923134228, -0.3942090092225666, -0.39304623863113025, -0.3918750273676911, -0.39062938116099816, -0.38941149300812866, -0.3881211072100239, -0.3868271365118937, -0.3854967125365245, -0.38413092017524975, -0.3827308901340542, -0.3812977917913755, -0.37986686155757027, -0.37840511320103004, -0.37691372305431914, -0.3753938858343549, -0.37384680932875664, -0.3722737094299157, -0.37067580552271046, -0.36908730580211213, -0.36744322298742377, -0.36581049520519976, -0.36412499667779036, -0.362420681470923, -0.3607304677942157, -0.3589917101490614, -0.357237561329491, -0.3554691235886792, -0.35368747457908184, -0.3518634243430356, -0.3500588054211731, -0.34821447188291044, -0.3463616482302003, -0.34450128550242676, -0.3426343028739383, -0.3407333903724767, -0.3388283093690034, -0.3368924113397263, -0.3349546915581873, -0.3330159132185042, -0.3310504265317408, -0.32908603846671824, -0.3270977708192785, -0.3251126255556954, -0.32310629688034614, -0.32110497422965695, -0.31908502283241413, -0.3170480364807721, -0.3150189790960091, -0.31297521684261287, -0.31091822549174386, -0.30884943942685644, -0.30679218840384936, -0.30470357822460914, -0.30262842985476734, -0.300546069374172, -0.2984372188527013, -0.29634440254306366, -0.2942478969987657, -0.2921293445871311, -0.29002901745853416, -0.28790936612053725, -0.28579077654285145, -0.2836741478388519, -0.2815425888914226, -0.27941531790399204, -0.2772930951098488, -0.27515986932331815, -0.2730337253252309, -0.2708991523951012, -0.2687576706584346, -0.266626258481302, -0.26449018819996073, -0.26235080964313207, -0.2602240358742355, -0.25808156325984555, -0.25595352886158207, -0.253812680168433, -0.251687893678777, -0.2495529403140346, -0.24742253739084216, -0.24529758927172618, -0.24317895003124476, -0.24105527748548916, -0.23893998475384085, -0.23682212840249886, -0.2347144957043565, -0.23260653146734622, -0.2304995060449666, -0.2283946250539135, -0.22632437298101735, -0.2242571315418808, -0.2221339511675055, -0.22005757876856383, -0.21793067498410434, -0.2158514051215649, -0.2138180032961301, -0.21173939993643567, -0.20970728453361187, -0.20763452075993008, -0.20560865166642966, -0.2035463479383921, -0.20153114893663002, -0.199561277729139, -0.19748278959415072, -0.19552752274753352, -0.19347061937245968, -0.19153324600357263, -0.18950078329598716, -0.1875165262851205, -0.18557859384415387, -0.18362069179333707, -0.1816456305712642, -0.17971754277330573, -0.17777458597235915, -0.17581927326946367, -0.17391111381045338, -0.1719924824430777, -0.170120004990867, -0.16818567093197204, -0.16635079100150668, -0.164458103888515, -0.16256256284118614, -0.1607139739752612, -0.1588635725882064, -0.15705869884520177, -0.15520835933303986, -0.15340432557767386, -0.15160233746166685, -0.14980374828433093, -0.14800983015943125, -0.14622177618525584, -0.1444789334706133, -0.14270489839648715, -0.14097618071848336, -0.1392201339855695, -0.137509317295635, -0.1358082614467358, -0.1340850285229193, -0.13240659684118752, -0.13074005060973498, -0.1290557699951553, -0.12738611496441976, -0.12576017953246632, -0.1241203091863725, -0.12249628741314081, -0.12088843110567088, -0.11927128318162866, -0.11769723900323668, -0.11611568998570995, -0.11455249458145293, -0.11298466183397667, -0.11145904779535024, -0.10993011585089402, -0.10839965770282105, -0.10689003902820686, -0.10540114109940947, -0.10391326335774509, -0.10244689237668674, -0.10098331588745445, -0.09954183773478961, -0.09810469082719814, -0.09667305101025137, -0.09526454479377665, -0.09386272978349448, -0.09246858132313589, -0.09109818149542519, -0.0897363277114014, -0.0883838193424128, -0.08704139243801443, -0.08570972241143568, -0.08438942674555555, -0.08309383635483401, -0.08179755609301922, -0.08051419179254972, -0.07924415593590511, -0.07798781629818134, -0.07674549844896703, -0.07551748818406473, -0.07429363776803116, -0.07308516335180391, -0.07189221877917407, -0.07070542140255254, -0.06953493230081095, -0.06837184415085222, -0.06722565894881552, -0.06608792481530473, -0.06496752466540538, -0.06385644242302004, -0.06275528867381007, -0.06166461920780673, -0.060584937616009034, -0.059523711000361974, -0.058467105944004574, -0.057422718081499326, -0.05639725763739856, -0.055378028954892564, -0.054365864742269135, -0.053373163916163716, -0.0523882715020805, -0.05141731872454902, -0.05045511460623575, -0.04950735431564128, -0.04856910723252482, -0.047640853212886726, -0.04672302409653531, -0.04580699268736587, -0.04492014262018512, -0.04406109167982878, -0.04318759203650954, -0.04230231334835618, -0.041484373109443445, -0.04061743177850819, -0.03981510728272666, -0.03900310470983821, -0.03818359444285355, -0.037391094915221704, -0.03659288999187728, -0.035821198541998805, -0.035074732868553324, -0.03432387449617197, -0.033570280545874596, -0.03284201608792436, -0.03211221118767019, -0.031407028968484664, -0.03070133663678166, -0.03001951908206695, -0.029338074319717522, -0.028679726720717717, -0.028022503542048636, -0.02736745759856667, -0.02671556840996486, -0.026086463603234567, -0.02547900609955001, -0.02485720523239571, -0.024257378747092644, -0.023678423868796785, -0.02308794063108175, -0.022518497221330664, -0.02195445255695319, -0.02139635831774437, -0.0208582591705262, -0.020313022571518895, -0.019787683909013604, -0.019281227882214036, -0.018769319958901336, -0.01826486614445575, -0.017778984482006197, -0.01728984641296496, -0.01681896160554665, -0.016355714803015065, -0.015900294755768103, -0.01545286156384546, -0.015013548461878447, -0.014582463560563329, -0.014159691537802109, -0.013737630932713896, -0.01333194836097243, -0.012934697787804065, -0.01254588615473141, -0.01215896464023571, -0.011780964171806397, -0.011417850155065561, -0.011057244353470668, -0.010699781111218866, -0.01035670625590908, -0.010017005768363618, -0.009686103557421001, -0.009363859058615665, -0.009045610277860053, -0.008736097194145965, -0.008430997249873003, -0.00813463001861435, -0.00784679843532255, -0.0075636599289056455, -0.007288973807703661, -0.007019185614797094, -0.006754515926291569, -0.006498212066244018, -0.006247111595629853, -0.006004159749882484, -0.005766440093575242, -0.005534068933923478, -0.005307140611714532, -0.005088055403925314, -0.004872108313622228, -0.004663891627421475, -0.004461111159151597, -0.004263783714878655, -0.004071911838761146, -0.0038837357567462196, -0.0037028146034791785, -0.0035272790905893363, -0.0033555769570738007, -0.0031893121869442853, -0.003028415142533828, -0.0028728094233570604, -0.0027211810851534837, -0.002574798186552007, -0.0024335602703719726, -0.002296310788250265, -0.0021631065949743707, -0.002034933022945095, -0.0019116645758463697, -0.0017914803559153953, -0.0016761309810899999, -0.001564719500391615, -0.0014572328134795434, -0.001353647593438275, -0.0012539312321203204, -0.0011586434322929636, -0.0010664994733870041, -0.0009780813041926275, -0.0008933277067390999, -0.0008117012295532798, -0.0007336592255335049, -0.0006591224842246964, -0.0005876197899851831, -0.0005195044357319723, -0.0004543449608852889, -0.0003921160109982463, -0.0003327843768583507, -0.0002771403130636928, -0.00022367654738104272, -0.00017150082474262648, -0.00012531573045461992, -7.81781113505346e-05, -3.65102411665212e-05, 5.672562491449358e-06, 4.2889923351841684e-05, 7.876922356436585e-05, 0.00011315358043203726, 0.00014339788957844454, 0.00017349696980613547, 0.0002009277201901448, 0.00022589933210937757, 0.00024946665469272495, 0.0002707777711358477, 0.0002907130602247156, 0.0003092178392494816, 0.00032569878667318685, 0.00034081616477726814, 0.0003541170905334405, 0.0003657581378460922, 0.0003765275610212108, 0.00038572142054670407, 0.0003934833640791171, 0.00040031880672375414, 0.0004056734266815051, 0.00041012158074659003, 0.0004134161960540892, 0.0004157245804489083, 0.00041707112923811633, 0.00041748592713574523, 0.00041704697413754474, 0.0004157852713762351, 0.0004137965616823334, 0.00041108950198688566, 0.0004076984949431467, 0.00040366011401686146, 0.0003990126568566587, 0.00039392178364979093, 0.0003881844945596068, 0.00038209985423810007, 0.00037557954115552286, 0.0003686615041417456, 0.00036138362273509326, 0.0003537834534398202, 0.00034589800211935246, 0.00033792682164308045, 0.00032957928525030963, 0.00032105161672700544, 0.0003123769027835132, 0.0003035869037571194, 0.0002947119641463479, 0.0002857809418858918, 0.0002768211549581086, 0.0002678583439325264, 0.00025876670174771013, 0.0002498720322808078, 0.00024089923624599468, 0.00023187912692932157, 0.00022311188091892284, 0.00021434027000479913, 0.00020571845393740947, 0.0001972599146253482, 0.00018885869594904853, 0.00018065180711423362, 0.0001726481449471341, 0.0001647506331201547, 0.0001569785989343538, 0.00014944551968313748, 0.0001421546055921216, 0.00013502082062757036, 0.00012805765943146435, 0.00012135579164818714, 0.00011483890163891208, 0.0001085162414521965, 0.00010239563142369072, 9.654662155402908e-05, 9.090390711573003e-05, 8.547159626402724e-05, 8.030528836896091e-05, 7.529803334623813e-05, 7.055293241775176e-05, 6.597383134398046e-05, 6.160889827341244e-05, 5.749377010947563e-05, 5.3547166096403525e-05, 4.980594640833793e-05, 4.6265766628723724e-05, 4.289349360436631e-05, 3.974229574441847e-05, 3.675177982211373e-05, 3.392140891751017e-05, 3.1290743636796794e-05, 2.879094574327864e-05, 2.647616990999087e-05, 2.428666906341992e-05, 2.2252097652913523e-05, 2.035116828480099e-05, 1.8591550886811376e-05, 1.695420803508378e-05, 1.5434308314611578e-05, 1.402678172611762e-05, 1.2726383069062178e-05, 1.1527750783383408e-05, 1.0425460988473591e-05, 9.414076558727245e-06, 8.48281347852654e-06, 7.637649624235928e-06, 6.863058900354629e-06, 6.155339441041051e-06, 5.514105862297265e-06, 4.934358678740125e-06, 4.408629172722915e-06, 3.9333005711794166e-06, 3.5069001980548068e-06, 3.1233407750492846e-06, 2.7728511584111297e-06], 'MSE': 46427.404372158504, 'R_2': 0.6632433392082804, 'U_norm': [-57.08543727846255, -0.0034036916055348015, -0.002004491690932205, -0.0002697995795960062, 0.0017627129515615167, 0.004011600742825266, 0.006350046018067963, 0.008611187915630092, 0.01059903140070011, 0.012113986915747032, 36.83467636653525, 21.892937696130193, 0.011782559869311827, 0.00974050282820515, 0.006673614196581799, 0.0027313814149119054, -0.0019279411670370015, -0.007106572827190234, -0.012585112887413662, -0.018140080560682555, -0.023559892769814305, -0.02865704937810735, -0.0332217242135767, -0.03602730901955266, -0.03803863733436394, -0.039253036825044496, -0.03953462956919571, -0.0389880831418218, -0.03887831970650577, -0.037668932972337074, -0.036073595831624033, -0.0341825675190406, -0.03207947048395171, -0.029839183641543806, -0.027526716878825585, -0.025196860000817438, -0.02289439773086514, -0.02065474210068056, -0.01850483013756002, -0.01646418682192015, -0.014545972261810616, -0.012758089858658039, -0.011104154273719979, -0.009584443014724723, -0.008196605204297113, -0.006936349849282729, -0.005798094683307838, -0.004775298006205585, -0.0038608756595239, -0.0030474708602105747, -0.0023276647127430288, -0.001694132509910859, -0.0011397559759712976, -0.0006577005292471014, -0.00024146581188613867, 0.00011508419377531441, 0.00041770624572457795, 0.0006717740243329505, 0.0008822822323455541, 0.001053856180525466, 0.0011907650326768951, 0.0012969373683678494, 0.0013759780979805613, 0.0014311860529221683, 0.0014655717858982017, 0.0014818752700630417, 0.0014825832914238518, 0.001469946397861534, 0.001445995313367208, 0.0014125567537895765, 0.0013712686009186216, 0.0013235944051457216, 0.0012708371975993862, 0.001214152600087815, 0.0011545612267342923, 0.0010929603760643353, 0.0010301350164443484, 0.0009667680716728135, 0.0009034500174171403, 0.000840687802777124, 0.0007789131142815198, 0.0007184900035503321, 0.0006597219039507622, 0.0006028580652300085, 0.0005480994390881352, 0.0004956040496215255, 0.00044549188384372993, 0.0003978493363526566, 0.000352733241988882, 0.0003101745284219666, 0.0002701815194795803, 0.00023274291831681902, 0.00019783049805047274, 0.0001654015259783363, 0.00013540094570103233, 0.00010776333924023718, 8.241468935823471e-05, 5.927396014745227e-05, 3.8254512124823116e-05, 1.926536685561858e-05, 2.2123344542871186e-06, -1.3000983440092144e-05, -2.6472304135456098e-05, -3.8299877370419156e-05, -4.858179280281287e-05, -5.7415373212675965e-05, -6.489664594452348e-05, -7.11198861679654e-05, -7.617722589922176e-05, -8.015832327694932e-05, -8.315008682200538e-05, -8.523644954611151e-05, -8.649818816672642e-05, -8.701278288324211e-05, -8.68543136049475e-05, -8.609338868325673e-05, -8.479710238242312e-05, -8.302901777317907e-05, -8.084917185127853e-05, -7.831410013181718e-05, -7.547687809946064e-05, -7.238717705562253e-05, -6.909133185705619e-05, -6.563241847661833e-05, -6.205033919494981e-05, -5.838191389270964e-05, -5.466097576878643e-05, -5.091847012186901e-05, -4.718255484546234e-05, -4.347870142926867e-05, -3.982979538329757e-05, -3.6256235286166655e-05, -3.277602968937692e-05, -2.940489167628199e-05, -2.615633077481028e-05, -2.3041742540282088e-05, -2.007049608583568e-05, -1.7250020339291648e-05, -1.458588984614125e-05, -1.208191145072398e-05, -9.74021328220636e-06, -7.5613377254829836e-06, -5.544340222663085e-06, -3.6868955659501356e-06, -1.985413225023707e-06, -4.351626788107435e-07, 9.695909524176372e-07, 2.2354415537979123e-06, 3.3696885692994143e-06, 4.3801781784686e-06]}, 'iteration_7': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-14152.234038074714, -9.120462095855093, -11.021576309535547, -8.119665569293637, -3.1559266390798215, 0.43642986269271805, 4.850871682090626, 9.426661378743173, 13.27317865980629, 1591.9037173356096, 10201.127009757181, 2714.698190408298, 18.588933558513055, 17.572109118972037, 15.935167384447697, 14.127138052992688, 11.74388914332913, 9.18052293804824, 7.452270150248608, 4.601129949458226, 1.6822792951831333, -1.0741659641683732, -3.6152601857659743, -5.551614498920658, -29.43092091510853, -86.26525578402928, -38.708282512569305, -7.296721299049612, -7.73702611767517, -7.961650499908468, -7.984383340583855, -7.82558996199341, -7.510975076040308, -7.069720688883628, -6.532400415425537, -5.929009296856131, -5.287344928855988, -4.6318694138543615, -3.9828396181017545, -3.354955332460265, -2.763487720220023, -2.218969186542926, -1.7221425452167105, -1.2752597592656374, -0.8821098594127306, -0.5405981173905589, -0.25216945966622517, -0.008245225749745351, 0.19193873481823825, 0.35416045232129434, 0.4811740657756716, 0.5764193249710236, 0.644379589586115, 0.6888637975648105, 0.7134582881116509, 0.7214839895623654, 0.7159681816355884, 0.6996287741809232, 0.6748693364301321, 0.6437832406010087, 0.6081653291287262, 0.5695295350093544, 0.5291309191635284, 0.48799065975229206, 0.44692264301649137, 0.4065604612276892, 0.3673838100536044, 0.3297434827690428, 0.2938843682610775, 0.25996606124019195, 0.2280808764016027, 0.19826921574641118, 0.17053236571345348, 0.14484289711584875, 0.1211529066202714, 0.09940037724400966, 0.07951395039023548, 0.06141639820357556, 0.0450270671383035, 0.03026353598016584, 0.017042698287097344, 0.0052814436198523615, -0.005102923483763363, -0.014192420774310833, -0.022068205116537752, -0.028810417144558852, -0.034498022040800595, -0.03920863041992364, -0.04301829470792218, -0.04600128411679425, -0.04822984603503897, -0.04977396378428573, -0.05070112116648068, -0.05107608323391709, -0.05096070101621913, -0.05041374584190374, -0.0494907766609731, -0.04824404201606276, -0.046722416682956326, -0.04497137178963266, -0.043032976348367676, -0.04094592742203231, -0.03874560582283962, -0.036464154034625745, -0.034130573079465584, -0.031770835166132105, -0.029408009210202694, -0.027062396668400136, -0.02475167543505779, -0.02249104990805619, -0.020293405497261174, -0.018169466034246896, -0.016127952688308033, -0.014175743054782221, -0.012318029210425371, -0.010558473584634907, -0.008899361562751064, -0.0073417498997932085, -0.00588561001088566, -0.004529965391864183, -0.0032730224792523258, -0.00211229431886516, -0.0010447165538978677, -6.67553092458869e-05, 0.000825493325923357, 0.0016362124085121256, 0.0023697818845957214, 0.003030704938198143, 0.003623542770133314, 0.004152857552865167, 0.004623163236513846, 0.0050388837975587734, 0.005404318483463539, 0.005723613513884498, 0.006000739738528918, 0.006239475662168865, 0.006443395299363455, 0.006615860295398468, 0.006760015787825157, 0.006878789495688931, 0.0069748935742854476, 0.007050828768637864, 0.007108890470648722, 0.007151176307946907, 0.007179594909085942, 0.007195875577120363, 0.007201578589269593, 0.00719810591482627, 0.007186712155687949, 0.00716851557395438], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [207.11079033371283, 6484.191496510801, 3394.954074797731, 1584.5557138829115, 681.1284460367294, 243.28146558894, 35.361533382376, -60.00972011113879, -101.02038793222228, -116.10566223348671, -119.05903119334745, -116.48892516604944, -111.54921846769065, -105.67326574659062, -99.59062300745616, -93.56946559182086, -87.75371739776404, -82.24535527215998, -77.02434723878636, -72.09669695934078, -67.45913774370612, -63.131596200750785, -59.04499680717258, -55.241305528259645, -51.65829622392882, -48.30842066456824, -45.17828247359912, -42.254609314272855, -39.509023460616866, -36.94681722219244, -34.542560808334926, -32.29937281386523, -30.194718084074495, -28.2302742959769, -26.38625586224284, -24.654966889000576, -23.028983777631346, -21.501194802062585, -20.06482905864686, -18.707351537161244, -17.435433978892306, -16.23154567630598, -15.096411145948503, -14.020507201337946, -13.004333257829895, -12.039623195466937, -11.12315711537469, -10.251910569563362, -9.426208174602126, -8.63690287634739, -7.884926092744892, -7.168012204190398, -6.481652190442428, -5.826632131832717, -5.201140039548349, -4.599515316366662, -4.017197067583321, -3.4717001962594214, -2.9414623121638876, -2.4423677059525803, -1.942443309722698, -1.4860504605394227, -1.029275012302751, -0.5992034210121228, -0.18218071017549342, 0.2107784229851619, 0.5917697826039453, 0.9606762526521755, 1.3174297520415963, 1.6620067680984552, 1.9863599956848008, 2.2995666906328593, 2.601640248217402, 2.8859059956180513, 3.1662919017150064, 3.4298158236252405, 3.6832708016627502, 3.926753004902908, 4.16038087754508, 4.384292619982597, 4.598643810243759, 4.799555456125382, 4.995571476049394, 5.182562260087363, 5.360732567799788, 5.527202437255549, 5.688583576248942, 5.841786330641449, 5.987037569196244, 6.124566299864549, 6.256761359931618, 6.379379181159845, 6.496826001012916, 6.6054853893758585, 6.710742772685274, 6.807708569858839, 6.898335460023665, 6.984084734151121, 7.064872037947212, 7.138604726929757, 7.207670271504495, 7.272035016482033, 7.330933797932272, 7.384612338531738, 7.433911226719208, 7.478316407120006, 7.518530207476003, 7.554592766918762, 7.586204886178029, 7.613891604146244, 7.637718308028939, 7.657557550696451, 7.673782310687688, 7.686473924354239, 7.69572005956534, 7.701569718774757, 7.704241530687235, 7.703776742296064, 7.70026798846249, 7.693885208303072, 7.684610148417603, 7.672721676363001, 7.65810454932457, 7.640966555354495, 7.621415313773434, 7.5993609897336425, 7.575075672944906, 7.548667071252098, 7.520003559093618, 7.489403308750377, 7.456970341476973, 7.422271297196352, 7.3861821275363715, 7.347977697939231, 7.308292272437866, 7.266927896062399, 7.223962863852666, 7.179476016099287, 7.13354633183507, 7.086560913957463, 7.037983293669914, 6.988196593637271, 6.9372771116715315, 6.884986502512916, 6.831711465011686, 6.777525031048305, 6.722498294911129, 6.666389169935361, 6.609268891071846, 6.551208321334698, 6.492583554519579, 6.433153367216413, 6.372985154446043, 6.312145040459079, 6.251879249563235, 6.190167505764224, 6.126231927981632, 6.06304889178002, 6.000634933606197, 5.936219568575059, 5.872667942244951, 5.807280570593031, 5.74017912768793, 5.676731632019432, 5.611647694377845, 5.545044439541637, 5.479537515141187, 5.412659470811977, 5.34452494821632, 5.27998403127081, 5.211910943392785, 5.145108671609543, 5.079553302827913, 5.0130233301102605, 4.94562032395106, 4.877444011967188, 4.81065702073242, 4.745225150139152, 4.679131889304508, 4.612466401865921, 4.545315346088928, 4.479618760079192, 4.413518731629319, 4.347093781040585, 4.280419553202925, 4.215263285003611, 4.149920901376663, 4.084459860200507, 4.020523943111171, 3.9549780075707637, 3.8910027942657384, 3.827075775506389, 3.763250842820296, 3.6995790238583033, 3.637471340828641, 3.5742131583618155, 3.512540243916794, 3.449868528438899, 3.3887947217604215, 3.3268611628111295, 3.2665302977378765, 3.2054664808220035, 3.146002978530333, 3.085921601209574, 3.0263826009610737, 2.9684279183483637, 2.9100072762513736, 2.8521869749095, 2.794042257868646, 2.7374927310813297, 2.680694904682536, 2.6245975278660825, 2.5692077916668126, 2.5137149285266958, 2.458986058282221, 2.4050227431565845, 2.3510765276549574, 2.2979386081299764, 2.2456058127962466, 2.193388003866649, 2.1420062276301692, 2.090806586858715, 2.0398381832373946, 1.9897557846370622, 1.939956437128781, 1.891054038911264, 1.8424782222662177, 1.7942647138025416, 1.7464464221542106, 1.699560837626125, 1.6530972349667352, 1.6066050357277897, 1.5615385930576515, 1.516488998962685, 1.4719524919590354, 1.4279464150351948, 1.3844861528069172, 1.3415852374054542, 1.2992554525631108, 1.2571368554761235, 1.2159898946244971, 1.1750926483059507, 1.1344841948882731, 1.0948502797977653, 1.0555319284953923, 1.0165609239966176, 0.9785549462388878, 0.9406284524259692, 0.9033857792615554, 0.8665556732034008, 0.8304164468584092, 0.7944631693685865, 0.7592193797094768, 0.7244429554917979, 0.6901474208338373, 0.6563445559156893, 0.6230444993418437, 0.5902558482232646, 0.5579857555922106, 0.5262400248355857, 0.494840617025385, 0.4639860622587902, 0.43350788058423323, 0.4035887221457212, 0.3740692944588345, 0.3451175179111299, 0.3164354219485074, 0.28847749447678417, 0.26053724758586005, 0.2335941755124178, 0.20632252500267298, 0.18004123906245362, 0.1547000182589359, 0.12910923671161648, 0.10444831449687296, 0.07960970940254632, 0.055686044938057025, 0.03164726969999513, 0.008504544561101085, -0.013788160196542859, -0.03615210617990837, -0.058530233957314076, -0.08005750727910456, -0.10155949004384315, -0.1222375614185607, -0.14285705518875566, -0.16268109245587078, -0.18241874883872422, -0.20139045224328597, -0.22025280503294403, -0.23897135572229836, -0.2569464690274601, -0.2747632795623556, -0.2918700186887593, -0.3088072418797551, -0.32554988760256803, -0.34161261592443776, -0.35791927095609427, -0.37311892963199406, -0.38852410288765554, -0.40328456578085625, -0.41780942192017345, -0.43208433023396015, -0.4460965790349303, -0.459507162225144, -0.47266288245137816, -0.4855540161375608, -0.49817215587267616, -0.5105101355163753, -0.5223001291631855, -0.5340728222950015, -0.5453115146055103, -0.5562738634761865, -0.5669566093561742, -0.5775644933183499, -0.587671850256434, -0.5974950236368426, -0.6070337680006032, -0.6162884504678655, -0.625421949925293, -0.6341038269399679, -0.6426524180777831, -0.650770319862659, -0.6587457423206294, -0.666436413887966, -0.6738465116375624, -0.6809804388621974, -0.6879487025801947, -0.694638593392785, -0.7010557829237192, -0.7072951439130676, -0.7132631362197406, -0.7189662942895603, -0.7244111287147612, -0.7297438326185293, -0.7347484339135687, -0.7395676217191106, -0.7441964190264148, -0.7485771983683722, -0.752767622957446, -0.7567183737539793, -0.7604804575757274, -0.7640120586996518, -0.7673949823753142, -0.7705514625331663, -0.7735210585113724, -0.7762752548886455, -0.7788744265428805, -0.7812646238876743, -0.7834969858202859, -0.7855279588682831, -0.7874001963377137, -0.7890795199779478, -0.7905875200474533, -0.7919383160037522, -0.7931198198972875, -0.7941352978372732, -0.7949881622884354, -0.7956871588478361, -0.7962241395779294, -0.7966145508948921, -0.7968521930478679, -0.7969413196061487, -0.7968852199335384, -0.7966870560269801, -0.7963482669881619, -0.7958704853891299, -0.7952604166734002, -0.794511478475894, -0.7936363612499533, -0.7926327322788405, -0.7915032275477586, -0.7902506400095105, -0.788877897166194, -0.787378516195058, -0.7857741738775262, -0.7840485991994071, -0.7822146943554793, -0.780264534160558, -0.7782121604873864, -0.776049066380342, -0.7737902223493897, -0.7714139458371104, -0.7689609818868195, -0.7663700521898259, -0.7637222761302752, -0.7610360484859794, -0.7581795729534152, -0.7551531822247086, -0.7522369061731258, -0.7491577146665684, -0.7459169696569021, -0.742658630903995, -0.7392442811194873, -0.7358193819427375, -0.7323876589831175, -0.7288092834393575, -0.7252304885149492, -0.7215113206244618, -0.7176552779308184, -0.7138084571858199, -0.7099734831178567, -0.7060114563693974, -0.7019263939802438, -0.6978622888405022, -0.6936821229138326, -0.6893902554914079, -0.6851281795807148, -0.6808973576089432, -0.6764293044055675, -0.672132976040719, -0.6676083662246102, -0.6631260890999373, -0.6585569357390666, -0.6539054130182899, -0.6493031847707099, -0.6446247805333336, -0.6398746052173991, -0.6350570525690556, -0.6302977596401638, -0.6254767052977441, -0.6205980865449086, -0.6156660510566961, -0.6107997553302518, -0.6057714687621766, -0.6008136636572268, -0.5958150895053037, -0.5907794835240349, -0.58571049587784, -0.5806116843494077, -0.5754865098120665, -0.5703383324626722, -0.56517040877152, -0.5599858891036812, -0.5547878159649222, -0.5495791228249228, -0.5443626334706759, -0.539141061843703, -0.5338261660998312, -0.5286037079716707, -0.5232959551809111, -0.5179959886868427, -0.5127059344673468, -0.507427812066907, -0.502163537107565, -0.4968349322087729, -0.4915266799657242, -0.48616334237863484, -0.48082630605636073, -0.4755168735842353, -0.4701636366610663, -0.4648431707616159, -0.4595564493714411, -0.4541675542823143, -0.4488865876822399, -0.44351308564816355, -0.4382486323041924, -0.4329006302187521, -0.4276006708128691, -0.4222885146873608, -0.41696807399927927, -0.41170098504567, -0.4064304466597095, -0.40115990174722815, -0.3958926267730251, -0.3906317342170847, -0.3853801754806121, -0.38019155039797425, -0.37496576545579263, -0.3697572559760855, -0.3645683653749674, -0.3594012952722948, -0.3542127111187778, -0.349096364250771, -0.34396425088277777, -0.3388210204637934, -0.33375387994786376, -0.32868041488997757, -0.32360470911107325, -0.3185692132297143, -0.3135372064446942, -0.30854898838572903, -0.30356935196419904, -0.29860147515338525, -0.29368257441458895, -0.2887461935347836, -0.28386263060738237, -0.2790001807262296, -0.2741611989418701, -0.2693176026746994, -0.26453273831234875, -0.2597486579725329, -0.2549973535326148, -0.2502804025455624, -0.24557253541733487, -0.24090313031757987, -0.23624795468118398, -0.23163473226801448, -0.2270402349837959, -0.22246709882704932, -0.21791778254095553, -0.2133499317010899, -0.20894309812369094, -0.2044348124795166, -0.20004331545361984, -0.19556274347920932, -0.1911998963210702, -0.18694988247434552, -0.18262232647788312, -0.17840808826207105, -0.1741263777476157, -0.16978665108527022, -0.16573120827198903, -0.16145496463374368, -0.15729538946901675, -0.15324748731471016, -0.14915705718702385, -0.14517703069515384, -0.1411612241865626, -0.1371166603153521, -0.13318372137301956, -0.12935760146880732, -0.12538062367371697, -0.12163834224142696, -0.11775689878171879, -0.11398439772524259, -0.11020309010081607, -0.10652770788099487, -0.10284688811860168, -0.09916518952618467, -0.09558763767564081, -0.09191386599438918, -0.08844142895673499, -0.08488040695118558, -0.08142180419491338, -0.07797394145080969, -0.0745399824799097, -0.07112287633838658, -0.06772536351847644, -0.06442733177911118, -0.061149199648466046, -0.057893285399346336, -0.054661728752407684, -0.05145649775580911, -0.048279395848378884, -0.04513206903785355, -0.042078657991665096, -0.0389933263324862, -0.036000819567844615, -0.03298256133092997, -0.030000299506862647, -0.027108601433202647, -0.024199123629900666, -0.021327922899322962, -0.018495542970511314, -0.015702438006478275, -0.012903048826210326, -0.010190947869617627, -0.007475852011307511, -0.004803713105894309, -0.0021744950479914453, 0.00041189198294091096, 0.002993508984277052, 0.005530221778259, 0.008057904610586461, 0.01053913112502115, 0.012974421173374481, 0.015396518181102718, 0.017771706389397405, 0.02013080719918613, 0.022442418363796957, 0.024735534814815028, 0.02698092324436498, 0.029205845699281297, 0.031408581252682324, 0.0335629362262282, 0.03569377379787161, 0.03779974339692525, 0.0398796273399773, 0.04191086951410439, 0.04393616571241647, 0.04591241536818182, 0.04786026930149465, 0.04979767868489155, 0.05168605370104213, 0.05354419892107069, 0.05538844787164965, 0.05718429939004003, 0.058964459096785674, 0.06071198779254976, 0.06242678354916119, 0.06412279663291515, 0.0657850329837797, 0.06741360141314573, 0.0690211783039665, 0.07059451566996251, 0.07214550807174981, 0.0736731706251097, 0.0751658619543178, 0.07663439258594186, 0.07807805570225322, 0.07948664509310988, 0.08087919167609295, 0.08223640949203223, 0.08357602329556753, 0.08488031946369266, 0.08616578914673557, 0.08742374411934561, 0.08865408350890876, 0.0898567603465333, 0.09103846935634805, 0.09219202556726226, 0.09332370589903506, 0.09442700396078904, 0.09550779668507255, 0.09656562323551282, 0.09760009909880939, 0.09859599749056834, 0.09956926167649961, 0.10054696997463759, 0.10148180234144062, 0.10241765740218679, 0.10331141778465541, 0.10416535981432548, 0.10501784068575172, 0.1058313677352032, 0.1066409986462822, 0.10741270828532952, 0.10817846527816126, 0.10890746907923228, 0.10960172913043696, 0.11031465912817777, 0.1109669869154089, 0.1116340783964923, 0.11224448516296202, 0.1128661974800454, 0.11345476030911153, 0.11401204816980799, 0.11455749412200661, 0.11508981910827497, 0.11559214174148319, 0.11608100230496103, 0.11655539368686099, 0.11700133005361461, 0.11743274911776706, 0.1178373652885852, 0.11823828136257386, 0.11860252385182836, 0.11896182133054732, 0.11930490542008694, 0.11962329549541464, 0.11992593136227774, 0.12020558300257149, 0.12047629144501501, 0.12072457972656819, 0.12095710002170786, 0.12117367829177815, 0.12137419147099039, 0.1215585639932308, 0.12172331652386074, 0.12187576671692481, 0.12200943366916313, 0.12213007348053315, 0.12223283663702335, 0.12232046385381716, 0.12239433666123949, 0.12245177005544118, 0.12249451365752469, 0.1225231384830265, 0.12253693640772158, 0.12253630603576952, 0.12252148903088293, 0.12249265404729644, 0.12245009532828167, 0.12239309502371311, 0.122323808117782, 0.12224033597344543, 0.12214404512394804, 0.12203355441147512, 0.12191251690804061, 0.12177768630607165, 0.12162900182411397, 0.1214687374417757, 0.12129728015682802, 0.12111249155135452, 0.12091705588297004, 0.12070864092374314, 0.12049016476680802, 0.12025912300772858, 0.12001566192455644, 0.11976299623876917, 0.11949840903346863, 0.11922209845997539, 0.11893750636233365, 0.11864174208735712, 0.118335039698655, 0.11801764673554584, 0.11768982243221816, 0.11735183603143703, 0.11700742309284681, 0.11664997685226841, 0.11628321721428322, 0.1159074387216908, 0.1155229389608352, 0.11513001745695925, 0.1147289746604959, 0.11431655347066066, 0.1138966067061359, 0.1134694400683727, 0.1130317999449467, 0.11258755245440204, 0.11213345564153436, 0.11167336902011782, 0.11120406702130851, 0.11072938988676373, 0.11024613288667869, 0.1097546285624456, 0.10925521134946027, 0.10874821645782982, 0.10823739638634125, 0.10771622706301305, 0.10718847917684417, 0.10665782756641301, 0.10611787946663685, 0.10556903437853885, 0.10501822207810053, 0.10445919803532641, 0.10389556250891069, 0.10332444123947146, 0.10274936623885352, 0.10216751418014959, 0.10157926366894271, 0.10098498864617571, 0.10037903164012958, 0.09977983331946082, 0.0991873432071852, 0.09857238454825543, 0.09793592398924782, 0.09733573681246566, 0.09668651430496021, 0.09607336036374585, 0.0954404139432857, 0.0947886159785318, 0.0941455244249899, 0.0934847339501357, 0.09283305736812873, 0.09219032372700753, 0.0915311840404255, 0.09085653091382007, 0.09019169245833496, 0.08951237348270412, 0.08884315512222753, 0.08816044351743263, 0.08748807888275321, 0.08680316148344296, 0.0861287992244313, 0.08544277744703745, 0.0847458744105276, 0.0840388561232773, 0.08334337308494229, 0.08265912444980138, 0.08194535777043141, 0.08124356432899114, 0.08055341909410017, 0.07983615493742241, 0.07913119970521588, 0.07841964201259219, 0.07770210402485744, 0.07699710560914048, 0.07626907968648138, 0.07555411325556437, 0.07485182074468628, 0.07412848242059243, 0.0734019041997914, 0.072688646639737, 0.07195677368384641, 0.07123857857164569, 0.07051845875617703, 0.06979685307621886, 0.06907418308703472, 0.0683508532220228, 0.06762725100103645, 0.0669037472799794, 0.06616719043379506, 0.06544519639671945, 0.06472431256683629, 0.06400484623096563, 0.06327462568438058, 0.06254689555754253, 0.0618338682105169, 0.061111613372672006, 0.06038108941741381, 0.05966569564558043, 0.05894290961036601, 0.05822438081242335, 0.05751027134569381, 0.05679040986207867, 0.056075697338660566, 0.055356367701322025, 0.05464283771134479, 0.05393519300672628, 0.053224258452453474, 0.05251975951117444, 0.051812896046652304, 0.05110429861023977, 0.050403025820181295, 0.049700815680658594, 0.049006304023605465, 0.04831157708999337, 0.04761715107154915, 0.04692351773662505, 0.046238503127254756, 0.04554766152048512, 0.044865964835006836, 0.04418646200733933, 0.04350953851487949, 0.04283555864452532, 0.04215849597636784, 0.041491568688702844, 0.040828553814417454, 0.04016382208472029, 0.039503847889548555, 0.038848872375831144, 0.0381991199765265, 0.03754945348057425, 0.03690568151652411, 0.03626797333918407, 0.035631537244307704, 0.03499689762071695, 0.03436924316798379, 0.03374867332854929, 0.033126376163481304, 0.0325117986385802, 0.03190077517675494, 0.031293685602073074, 0.03069088593111566, 0.030092709094439164, 0.029503240321349614, 0.028915114721565282, 0.02833248200387128, 0.02775559030224177, 0.02718129864083269, 0.026613378866469545, 0.026052016827978794, 0.025494293656794044, 0.024943629102723318, 0.02439724393228502, 0.023855511685585525, 0.023318780069695923, 0.022795343127742024, 0.022271891440665045, 0.02173919879253464, 0.02124732549241775, 0.020722940064494474, 0.02023800657188169, 0.019723637434865614, 0.01924732248331961, 0.018765055395349815, 0.018278194870114183, 0.017826639243409857, 0.017351765844753307, 0.016892784084603322, 0.01644899601981947, 0.016002867355016215, 0.015571764103461071, 0.015139279818753019, 0.014706404417673815, 0.014288722169167226, 0.013871410380298044, 0.01346894832085572, 0.01308066357234807, 0.012680562576879158, 0.012295210973830144, 0.011923924793900899, 0.011543418895790556, 0.01118827904048212, 0.010825162960910975, 0.010476006940893654, 0.010130465036546021, 0.009789036698581065, 0.009461104557323245, 0.009137442209257697, 0.008818458654535274, 0.008512411647787686, 0.008211098062942764, 0.007914846840382031, 0.007623954233427384, 0.0073386847992028435, 0.007065630087374338, 0.006791998089263705, 0.006530422456775921, 0.006274720232972109, 0.006025040328215871, 0.005781507089090156, 0.00554422150131286, 0.005313262407552618, 0.005093073378768564, 0.0048747111515351355, 0.004662799113640459, 0.004457339599976605, 0.00425831882876366, 0.004065708057961835, 0.0038794647132221576, 0.0036995334841008034, 0.003525847385825267, 0.003355565945890437, 0.0031942728867929843, 0.0030364813655323728, 0.002882492044304989, 0.002736983400196597, 0.002595260558468088, 0.0024595065209065607, 0.002329561882101188, 0.00220351711762744, 0.00208316092228625, 0.0019683132311286247, 0.0018573403266619155, 0.0017503289903081027, 0.0016486201091739908, 0.0015520103993716314, 0.0014591771530109152, 0.0013701408189373723, 0.0012858841838620221, 0.0012052800946282657, 0.0011283077771272092, 0.0010549320297978451, 0.0009858448238104745, 0.000920141538961268, 0.0008577606962495164, 0.0007992246969062353, 0.0007432241382833806, 0.000690821428080011, 0.0006408675635930438, 0.0005938153152672879, 0.0005499643178108648, 0.0005083766535130159, 0.0004693804100519826, 0.0004328674619685129, 0.00039844223116737316, 0.00036659309798182417, 0.00033665877449172926, 0.0003085939194366387, 0.00028274710751797767, 0.0002584039108179538, 0.000236057031528704, 0.00021509692785222123, 0.00019577952496643633, 0.00017787469993068452, 0.00016142916120377425, 0.00014624148602952937, 0.00013224655604450138, 0.00011937894448331012, 0.00010757346092424934, 9.676563274544321e-05, 8.689212513189974e-05, 7.78911020678585e-05, 6.965512011737612e-05, 6.222620822729067e-05, 5.545803132913243e-05, 4.931004601419165e-05, 4.377113664545517e-05, 3.879086366981674e-05, 3.4298800652945794e-05, 3.02586112938048e-05, 2.665274010756551e-05, 2.3425210295768992e-05, 2.0490322631823007e-05], 'MSE': 43073.41262625614, 'R_2': 0.6875711920345822, 'U_norm': [-68.33170804334254, -0.044036634179286466, -0.05321584793852516, -0.03920445461810872, -0.015237866836262898, 0.0021072289985229714, 0.02342162704803799, 0.04551506648510463, 0.06408733536690399, 7.686242310114226, 49.254444963843504, 13.107468663513268, 0.08975357370010029, 0.08484400602710096, 0.07694030514238206, 0.0682105362537105, 0.056703415310712074, 0.04432662796560585, 0.03598204684835611, 0.02221579063277212, 0.008122605755144244, -0.005186431686769518, -0.01745568246326769, -0.026805047181161598, -0.142102306251253, -0.41651743863617385, -0.18689650357618992, -0.03523100509353413, -0.037356943672238664, -0.03844150513899278, -0.0385512668789306, -0.037784559463276926, -0.03626549381786724, -0.03413497040545651, -0.03154060884014267, -0.028627235189091917, -0.02552906551933944, -0.022364211023565145, -0.0192304786110371, -0.016198843776845672, -0.013343040792810835, -0.010713923625350948, -0.00831507882728429, -0.006157379627493608, -0.0042591207305772245, -0.0026101880895221296, -0.0012175582914331234, -3.981070106438803e-05, 0.0009267442549722454, 0.0017100048348132795, 0.002323268940589415, 0.0027831448320097822, 0.0031112796655444093, 0.0033260642644961855, 0.003444814671181099, 0.003483565435682154, 0.003456933274578708, 0.0033780411634964855, 0.0032584943366737625, 0.003108400293663433, 0.002936425132618914, 0.0027498786271919332, 0.0025548206302774277, 0.002356181730768498, 0.0021578916430014363, 0.0019630095618710175, 0.0017738516181187236, 0.0015921115587228132, 0.0014189717889409664, 0.0012552028852865925, 0.0011012505739103956, 0.0009573099291544332, 0.0008233871623746464, 0.0006993498363046098, 0.0005849666576673541, 0.0004799381877774399, 0.0003839198835195033, 0.0002965388630395569, 0.0002174057041075549, 0.0001461224495999935, 8.228783388485691e-05, 2.5500572030408684e-05, -2.463861724742018e-05, -6.852574301480455e-05, -0.00010655265769396506, -0.00013910630700654563, -0.0001665679612012319, -0.00018931235022156414, -0.0002077066805562877, -0.00022210954874197797, -0.0002328697892767456, -0.0002403253049884139, -0.0002448019301897728, -0.00024661237216313625, -0.0002460552683170637, -0.00024341438623558, -0.00023895798306738204, -0.00023293833220983283, -0.0002255914173882258, -0.00021713678838057433, -0.00020777756841511055, -0.0001977005998232372, -0.0001870767129716635, -0.00017606110249717758, -0.00016479379501098783, -0.00015340019300307152, -0.0001419916808951298, -0.00013066628089410923, -0.00011950934777234874, -0.00010859429343599357, -9.798333294328838e-05, -8.77282445312422e-05, -7.787113691516016e-05, -6.844521742014635e-05, -5.947555512519345e-05, -5.097983346145734e-05, -4.296908703191416e-05, -3.544841820239974e-05, -2.8417688955596528e-05, -2.1872184403574164e-05, -1.5803244623418684e-05, -1.0198861770515275e-05, -5.0442401077411545e-06, -3.223169069604745e-07, 3.9857572159254914e-06, 7.900179455381237e-06, 1.1442097652493755e-05, 1.4633254682286559e-05, 1.7495673544203095e-05, 2.005138192913726e-05, 2.232217469441703e-05, 2.43294122746119e-05, 2.60938528709852e-05, 2.7635515815486876e-05, 2.897357369543785e-05, 3.0126270392633078e-05, 3.111086244188813e-05, 3.194358098830668e-05, 3.2639611805409025e-05, 3.321309089762426e-05, 3.367711345567157e-05, 3.404375391093426e-05, 3.432409518141011e-05, 3.452826531319666e-05, 3.4665479801793186e-05, 3.474408829935517e-05, 3.4771624344908153e-05, 3.4754857113985295e-05, 3.469984424316495e-05, 3.461198507498981e-05]}, 'iteration_8': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-15187.539165816701, -14.254940775390956, -3.065034543144596, -1.9003991762289907, 1.532296220728869, 3.0180782771056553, 7.4285708508135455, 10.169436503665525, 13.616790071874284, 4967.938096066439, 7684.807013766886, 2989.395645624289, 12.638179602593858, 13.218532119743655, 9.92212971141646, 7.317561773932212, 3.8878916886818584, 0.521816322087031, -2.7628939703568993, -6.013898176006272, -8.559532702840485, -9.6879335660542, -13.493157638102849, -11.677051958282389, -107.59233310983164, -51.75424741428944, -14.17427763803532, -13.690952704945566, -13.028287664429472, -12.171251443330966, -11.3610281866869, -10.376361827990033, -9.269805940310563, -8.306243832600495, -7.330216076063809, -6.293944607266016, -5.39932438874185, -4.4092920104682705, -3.542031050246885, -2.87334935434188, -2.16257263242604, -1.5495083190862902, -1.0048434605555105, -0.5302011414402164, -0.12837851970724867, 0.20083220712202884, 0.46903680437079337, 0.6897518841681123, 0.8666096851282148, 0.9918261671877314, 1.074060708946601, 1.1155932417308594, 1.134402294205829, 1.1288424703759141, 1.106803268643681, 1.0639537645837822, 1.0075144574163062, 0.9416633486194771, 0.8688204637765553, 0.7914845547807482, 0.7118125511749058, 0.6316387245951764, 0.5524962354932295, 0.475640319014987, 0.4020724865592794, 0.3325652095201969, 0.26768662309479935, 0.20782484946507532, 0.15321159564524264, 0.10394473431969936, 0.060009626727359225, 0.02129899541499296, -0.012368798494826798, -0.04123317379060138, -0.06557650042321274, -0.08571104005010793, -0.10196763445044761, -0.11468608690099502, -0.12420715198071462, -0.1308660253054267, -0.1349872057898889, -0.13688059028725993, -0.13683865342820467, -0.13513456401385174, -0.13202109235395712, -0.1277301696359708, -0.12247297001893245, -0.11644039814131106, -0.10980387797756057, -0.10271635342192001, -0.09531342507767056, -0.08771456169184916, -0.0800243375195311, -0.07233365858467672, -0.06472095079202753, -0.057253291325374586, -0.04998747169629815, -0.04297098636583993, -0.03624294525269618, -0.029834911656381143, -0.023771669271805608, -0.018071923370091107, -0.012748941792276479, -0.007811141515280818, -0.0032626262947774015, 0.0008963196161332366, 0.004668777274855464, 0.008060774609307202, 0.011080900492499551, 0.013739948675245634, 0.016050589234985577, 0.018027065620915203, 0.019684915668934867, 0.021040715181206083, 0.022111842914487624, 0.022916265855891103, 0.02347234375736333, 0.023798651950979615, 0.023913821469052594, 0.02383639556807094, 0.023584701707904356, 0.02317673803295282, 0.022630073355203013, 0.021961759661926723, 0.021188256195591625, 0.020325364266955533, 0.019388171916541387, 0.018391007632361466, 0.01734740228674377, 0.016270058512769758, 0.0151708267666803, 0.014060687413900317, 0.012949738240508915, 0.011847186907875923, 0.010761347973098502, 0.009699644190581254, 0.008668611944993689, 0.007673910753216875, 0.006720336931318395, 0.0058118416010111895, 0.0049515533961015075, 0.004141806277431188, 0.003384172948568195, 0.0026795043388689577, 0.002027975522785348, 0.0014291382668957255, 0.0008819800567499609, 0.0003849891182300894, -6.37755316468482e-05, -0.0004666103681834155], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [194.8475491133131, 6732.050047016642, 3425.9046453974875, 1537.3984437134525, 618.3364597845674, 184.85642268813214, -14.247325761797303, -101.16127867988295, -135.12899727345913, -144.52502124809635, -142.85136126936564, -136.44621594136248, -128.28623477474815, -119.6494678727179, -111.19830010525342, -103.11802576493702, -95.50724247623874, -88.4420630203395, -81.85873607955754, -75.73828496699333, -70.05589624900352, -64.81846838959257, -59.928404439458774, -55.42421720960176, -51.22215060082921, -47.32859332339123, -43.72055835722505, -40.37639033710721, -37.25836659298251, -34.36796252943432, -31.672555664700532, -29.172268201314925, -26.839072004794694, -24.67234774673934, -22.648149545721317, -20.7562963024763, -18.987197432618714, -17.33185976883191, -15.781885194661523, -14.322891231880906, -12.961290960723241, -11.677674171532438, -10.472306118678603, -9.33464019453409, -8.264832626718666, -7.253855014899844, -6.2980724420123515, -5.394093266641481, -4.542005310512406, -3.7321573674998443, -2.9653252972248265, -2.2389889424063094, -1.5483924416844552, -0.8941321453665985, -0.2741684577459097, 0.31729747493853505, 0.8848522110032345, 1.4117359194125836, 1.9190738997392303, 2.3919355664903916, 2.860676700005754, 3.2839877389456156, 3.7029136201763238, 4.092699180918793, 4.4660411924039956, 4.81338663091455, 5.145739091943887, 5.4631197394634405, 5.765608645063737, 6.053338179657003, 6.31991432848653, 6.573120503386723, 6.8131235182432786, 7.0349304982370136, 7.249574621259095, 7.44727781006549, 7.633448396420179, 7.808322546972093, 7.972155782042694, 8.125219752702865, 8.267799285329138, 8.397613476359343, 8.520361963081955, 8.633518280246356, 8.737396246402056, 8.830617569295375, 8.917073768176811, 8.995186697002495, 9.065270249872665, 9.127635061485586, 9.183464154959525, 9.231174234875484, 9.272699067498518, 9.306973143551723, 9.335818860336223, 9.358019337543112, 9.374368667886454, 9.385267571753076, 9.390748229136218, 9.390936341205439, 9.38611903616813, 9.376366187968204, 9.361989458768967, 9.34325478173728, 9.320090963149031, 9.292975245553013, 9.261739299095881, 9.22650143938749, 9.187871038121246, 9.145562243969746, 9.099706541687814, 9.051006329080618, 8.999081368708078, 8.944067930764316, 8.886104778152694, 8.825972700215067, 8.762545225586328, 8.697253728917925, 8.628918347052933, 8.559014702703042, 8.486321923093945, 8.412343948100473, 8.33582999011546, 8.25759912785751, 8.177778444742055, 8.095790923713857, 8.012459233135402, 7.927902433151749, 7.8415403822015595, 7.7541858516178515, 7.665947361413492, 7.575564479467396, 7.485199932333154, 7.392922185268312, 7.300190651373371, 7.2064387527470934, 7.111774377822569, 7.016302978760722, 6.9201273059231445, 6.823971326657756, 6.72667456025192, 6.62896327081499, 6.530927564294481, 6.432066856939054, 6.333070860830396, 6.234019461294532, 6.134988860412908, 6.035503878218603, 5.935663635391108, 5.835563923401755, 5.7358141973016465, 5.635965543874988, 5.536102976537576, 5.43630783941197, 5.33856346871101, 5.239558195851787, 5.138084717681207, 5.038852330266244, 4.941802970606271, 4.842614007122195, 4.745683428424393, 4.646877462692207, 4.546419452051615, 4.4522745329328455, 4.356523781711338, 4.259372562134333, 4.164619044634325, 4.068675462316244, 3.9717307280652197, 3.880625781960704, 3.7852821350739694, 3.692447107239869, 3.6020314523815555, 3.510952913444273, 3.4193658777018516, 3.327418592118296, 3.238007193535211, 3.1510357673556992, 3.0638052266325064, 2.9764425479951417, 2.8890686397499414, 2.8041877632021124, 2.7193792210467413, 2.6347483530746048, 2.550394589494269, 2.468533003183823, 2.387001827372652, 2.3058864179005205, 2.2272034508290255, 2.1470940065024715, 2.0694448309234144, 1.9923867910972468, 1.9159826599329113, 1.840290452979613, 1.7669668722960128, 1.6928028570235918, 1.6210017586724528, 1.5485495793010011, 1.478442907758194, 1.407853877251434, 1.339582619902241, 1.270978408599628, 1.2046552687413468, 1.1381306538807479, 1.0726939409193512, 1.009468352291999, 0.9462077694533605, 0.8840696498496783, 0.8220616059408322, 0.7622201326726259, 0.7025830308193063, 0.6441462897693984, 0.5869055422080165, 0.5300212412853342, 0.47438000985758005, 0.4199704100643155, 0.3660343230289034, 0.3133588846680333, 0.261927089348647, 0.21105576974295912, 0.16144213044723205, 0.11244877344821205, 0.0641246816668406, 0.01708348541501789, -0.029248943552842376, -0.07430939046029052, -0.11863190380917164, -0.16218511986596976, -0.20494137629144854, -0.24643000406212823, -0.28711325170304003, -0.32738245545308464, -0.36598895009920995, -0.4041513606398303, -0.4414479618339117, -0.4778702421545705, -0.5134119915484527, -0.5480691407527698, -0.5818396059464527, -0.6150127273101645, -0.6469979378879177, -0.6783654232116209, -0.7090836200160071, -0.7386436776717401, -0.7675474712787651, -0.7957720233117527, -0.8228810347617815, -0.8495128554494474, -0.8752452775416066, -0.9002734962863881, -0.9244164406491, -0.9480156213836327, -0.9707320311567217, -0.992731434077034, -1.0140110348680322, -1.0345698489559938, -1.0544085610100669, -1.0735293888533104, -1.091935953065673, -1.1096331525067276, -1.1267252264625975, -1.1431096277712247, -1.1588820341041168, -1.1739545918859469, -1.188414826255383, -1.2021881415122817, -1.215421297995861, -1.2279132125930805, -1.2399826649620518, -1.251216038147113, -1.262167631191828, -1.2723094882098775, -1.2816926339026729, -1.2907602282310013, -1.2990971238607392, -1.3070820188632577, -1.3143679542359945, -1.3212743498662882, -1.3275163511464854, -1.3331377268632352, -1.3383769305833435, -1.3432031828224233, -1.34743786830252, -1.3512524764752663, -1.3545141765546806, -1.3573535942517996, -1.3596788768541421, -1.3615837827935473, -1.3630129903095147, -1.3640271137969449, -1.3646153117071562, -1.3647709893814635, -1.3645122157723297, -1.363859555960896, -1.3628056228809415, -1.3613467501785288, -1.359539224827757, -1.3572761203899009, -1.354759539524397, -1.3517883592825308, -1.3485246419337005, -1.3448945287214729, -1.3409015576209338, -1.3365503390601818, -1.3319639357799702, -1.3270418182938644, -1.3217900092990047, -1.3162152724671066, -1.3103250291087012, -1.3042667715634007, -1.2977733520357202, -1.2911352996554915, -1.2842214748200373, -1.2770405791397343, -1.2694487552681506, -1.2617591131914505, -1.2538302680521922, -1.2456717413606924, -1.2372931419977096, -1.2285446504278132, -1.2197542258514393, -1.2106122831402424, -1.2014493145429792, -1.1919536782363331, -1.182295842801155, -1.1724855069099611, -1.1625321802169246, -1.152285317828673, -1.1419151045076017, -1.1314307520899354, -1.1206835898504668, -1.1098418182176248, -1.0989141013832053, -1.087908791821835, -1.0765275663745721, -1.065241623405423, -1.05375369893376, -1.0420754500503866, -1.0303660312965328, -1.0184865064210793, -1.006592584682343, -0.9945480772735814, -0.9825049741260571, -0.9701909243368789, -0.9578966234173892, -0.945491884776821, -0.9331206850036994, -0.9205242889095392, -0.9079778427882405, -0.8952296995696329, -0.8825468658476788, -0.8696848922496326, -0.856902449180131, -0.844082308878786, -0.8311148187316528, -0.8181299588844858, -0.8051354594185466, -0.7921387389230143, -0.7790368527651025, -0.7660586608265479, -0.7528863850744679, -0.7397462441558822, -0.7266440232091008, -0.7134849362047393, -0.700378253725554, -0.6872323660290721, -0.6740574719899205, -0.66095602314957, -0.6477502774696025, -0.6346327090506789, -0.6215193518755736, -0.6084184921364747, -0.5953380284641863, -0.5822854754068068, -0.5691879876840039, -0.5562140101436827, -0.543211660194426, -0.5302668782035119, -0.5173120664236612, -0.5044289576637794, -0.4915524482441316, -0.4787601792535727, -0.46592269103458706, -0.45324877501076083, -0.4404186186532446, -0.4278266282062296, -0.4155273506817719, -0.4029169715709823, -0.3900278789591405, -0.3780206477214484, -0.36574042576732796, -0.3532169530840183, -0.3410034458773408, -0.3285769016129102, -0.3164628217713638, -0.30464937323068403, -0.2926512687902223, -0.28095511995490374, -0.269099144750193, -0.2571066702280186, -0.24542693742158753, -0.2340476809510276, -0.22255192424344716, -0.21096000172615081, -0.19967523686546979, -0.18831157679611218, -0.17688714884660545, -0.1657727729351275, -0.15495585419476213, -0.14375457680665135, -0.13318892825489667, -0.12226927668559148, -0.1116522883381298, -0.10102600735621509, -0.09040336860969296, -0.0800792328458421, -0.06976628121969036, -0.05947574206362099, -0.0492181784599453, -0.03925519825632246, -0.02932968401528345, -0.019450711039730836, -0.00962675865350262, -8.941384227479057e-05, 0.009608052881067669, 0.01901771956084951, 0.028356579401538403, 0.037618440161892745, 0.046797595243779945, 0.05588880531679412, 0.06488727947149954, 0.07378865607135984, 0.08258898345530062, 0.09128470062556034, 0.09987261803912258, 0.10834989860566996, 0.1167140389807053, 0.1249628512292586, 0.13323479573198896, 0.1412431189831043, 0.14926292003480893, 0.1571531365642309, 0.16491327718053309, 0.17254305516596724, 0.18004237373294607, 0.18752279246473638, 0.19486575900152864, 0.20217619689663585, 0.20934385098485045, 0.21637004592436138, 0.22335019569260922, 0.23018544576279087, 0.23687768418433344, 0.24359821582025037, 0.25008628974713937, 0.25658969150216177, 0.2628658846422552, 0.26914612016103157, 0.27527580170691035, 0.28132638995336845, 0.2872936787927799, 0.2931104436819364, 0.2988413823963517, 0.30448330075537844, 0.3100333702290075, 0.31548910881205544, 0.3208483620470489, 0.3260586805056017, 0.3312216386229023, 0.33628336687948585, 0.34124283883372447, 0.34609926631692556, 0.3508936764575212, 0.3555408944361673, 0.3601224067761885, 0.3646336259331837, 0.3689997337151919, 0.37329348784807614, 0.3775113369978081, 0.3816189495359806, 0.38564732454034134, 0.38956529283063174, 0.3934016853310423, 0.39715447979515106, 0.4007968681673262, 0.4043786842476694, 0.40784960322912694, 0.41123367507094605, 0.41453009796360385, 0.4177582469075981, 0.42087690329173516, 0.4239249320999381, 0.4268824527958768, 0.42974970060700507, 0.43254271190450866, 0.4352448031840849, 0.4378708351677861, 0.4404060630937944, 0.4428642254053037, 0.4452444174841704, 0.4475459583325222, 0.4497899806919028, 0.45189096380316407, 0.4539749011436493, 0.4559407987800289, 0.4578809405264632, 0.45970591872676136, 0.4614223204467761, 0.4631072886783952, 0.4646867732132371, 0.4662289924065737, 0.4677271833257549, 0.4690675990033109, 0.47041798379765326, 0.47166885176289375, 0.4728261856922212, 0.4739349764936977, 0.47495464153870937, 0.4759236408426038, 0.47683814068290614, 0.477667580406661, 0.4784172162096706, 0.47913580528779476, 0.47975487418495705, 0.4803377086252462, 0.48084561201790177, 0.48129598112312716, 0.4816766266759328, 0.48200063058823134, 0.4822666327491521, 0.4824686614893408, 0.4826173593969451, 0.48270234843998727, 0.4827325638380716, 0.4827058584335423, 0.482623384165599, 0.48248491874828725, 0.48229041311349685, 0.4820399792506205, 0.4817415393901978, 0.48138993715968825, 0.48098552244640663, 0.48052876458996924, 0.4800202419838749, 0.47946063199372607, 0.4788507012389035, 0.4782051041634401, 0.47749782163436216, 0.47675802485926266, 0.4759571238564984, 0.4751106778336271, 0.4742365542897885, 0.47330289521214935, 0.4723271235435935, 0.4713104486211398, 0.47025409610010876, 0.46914058454780805, 0.46800830035982577, 0.46682081431218736, 0.46559817801321374, 0.46434171447598493, 0.46305273389835033, 0.4617124490872019, 0.46034194462363004, 0.45892220865229993, 0.45747468964997906, 0.45600072118988766, 0.4544810416744306, 0.4529374066071245, 0.45135048262314986, 0.44974212739421066, 0.44809298727509056, 0.4464249348558023, 0.44471864367733177, 0.4429754444466367, 0.44121710867003633, 0.4394244491423068, 0.43759883414253686, 0.43574164661849263, 0.43387430038585717, 0.4319580254731774, 0.43003412103801314, 0.42808393144232076, 0.4260893354347144, 0.4240907989292326, 0.4220700297498329, 0.4200093510993562, 0.4179482296587129, 0.4158501368820378, 0.4137353394071406, 0.4116050803441573, 0.4094424975037837, 0.4072672454109781, 0.40508048674303737, 0.4028658759496629, 0.4006423949150197, 0.3983940514625274, 0.3961225097663283, 0.3938460405175203, 0.3915491905689693, 0.38923353472303673, 0.3869165962789752, 0.38456770220230535, 0.38222006520052004, 0.3798438166968872, 0.3774712121904635, 0.3750731878530996, 0.37266637780911765, 0.3702520537854323, 0.36783144502557846, 0.3653917451735409, 0.362948529198294, 0.3604893407394708, 0.3580292220058872, 0.3555560612273229, 0.35307146836157927, 0.35057700221000965, 0.34811158524628577, 0.3456379868467307, 0.34308531132477255, 0.3405771040779021, 0.33799584131960286, 0.33546072009691513, 0.33297044399944026, 0.3304135632816289, 0.327902946305665, 0.32533105602463563, 0.3228066308647572, 0.3202259814724013, 0.3176937867573518, 0.31520858090365744, 0.3125757136148846, 0.3100890190144683, 0.30746273913765126, 0.3049794384544513, 0.3023642473802147, 0.2998012391034823, 0.2972887153699486, 0.29474095067139405, 0.2921613676071243, 0.28963397152800685, 0.28707795384659435, 0.28449645428191106, 0.2819683078310891, 0.27941744380395567, 0.2769194113773247, 0.2743300259692355, 0.271865494776401, 0.26931488735644243, 0.26675186403382317, 0.2642440763272711, 0.2617256798849884, 0.25926139786550206, 0.2567269982981291, 0.2542481892883933, 0.2517644715105375, 0.24927774592290033, 0.24678982232097849, 0.24430242052059742, 0.24187059686492574, 0.23938782730194288, 0.23696126955913246, 0.23448905660925604, 0.23207344136237368, 0.22966467179793715, 0.22721743484085888, 0.22482697513497685, 0.22244674449166243, 0.22003438849685247, 0.21763622071588642, 0.2152943637184433, 0.21292593695899212, 0.21057394847633173, 0.20823902716327972, 0.20588422377085777, 0.2035860106756317, 0.2012706818599517, 0.19897613261320635, 0.1966686704558417, 0.1944174483299931, 0.1921554699998676, 0.18988533073977804, 0.18764028852591175, 0.18542037635025757, 0.18319631542822892, 0.1809988264815115, 0.17879997414957235, 0.176628869069875, 0.17445886754700585, 0.17229176653359315, 0.17015437462760877, 0.16802187326992915, 0.16589579058243614, 0.16380079134058045, 0.16171377793640795, 0.15963603713462468, 0.15756876915626417, 0.15551309067607935, 0.1534700379052921, 0.15146039953911128, 0.14944487614770954, 0.14744464830802026, 0.14546046192602174, 0.14349299824651698, 0.14154287696651, 0.13961065929600455, 0.137680435218032, 0.1357699569307083, 0.1338795929120552, 0.1319945483729246, 0.13013103966361006, 0.12827496910335615, 0.1264415865023828, 0.12461746442000911, 0.12281693864684458, 0.12102722533595746, 0.11924936430206774, 0.117484315286685, 0.11573296122966509, 0.11400752747359277, 0.11228559887677818, 0.11057959455392326, 0.10890059777810615, 0.10722790947401596, 0.10556291548171308, 0.1039261071585097, 0.10229836672390424, 0.10068989476476695, 0.09909216464207814, 0.0975147087823726, 0.09594940067035644, 0.09439709460675097, 0.09285857171201943, 0.09131937990793632, 0.08982565391604874, 0.088375344122558, 0.08689714179321863, 0.08539533863476745, 0.08400442601280013, 0.08252661255858969, 0.08115560604509327, 0.07976472657383778, 0.07835751669189704, 0.07699330323036144, 0.07561583306846671, 0.07428076933874493, 0.07298614763820728, 0.07168066366989365, 0.07036707919034586, 0.06909439031990305, 0.06781572398844599, 0.0665770004324916, 0.06533415904629414, 0.0641302299455662, 0.06292380464983373, 0.061755201129041766, 0.06058550896908731, 0.05941654644479409, 0.058250017696219555, 0.057121153068113, 0.056028157708161656, 0.05490624477647364, 0.05382091631375194, 0.052770419182813465, 0.05169595092373446, 0.0506567626556027, 0.04962443201334517, 0.048599970809364644, 0.04760928159689476, 0.04660242503576737, 0.04562934087732365, 0.044688384345928714, 0.043734365985547995, 0.042791261438388614, 0.04187999104543769, 0.040959654960308935, 0.0400707638321643, 0.03919341967234484, 0.0383280258476995, 0.037474936810688496, 0.03663446086230813, 0.035806862866409495, 0.03499236690299009, 0.03417631311444522, 0.033389063134025475, 0.03261535122422789, 0.03185526369312627, 0.031096000375549722, 0.030351366046623227, 0.029633270201845294, 0.028917320681734478, 0.02820472691309235, 0.02751800127814972, 0.026835196303975923, 0.02616724667611084, 0.025513970865310515, 0.024865959603625424, 0.024232909585590753, 0.0236060318402412, 0.02299425651181411, 0.02239729407309727, 0.021807236620074805, 0.021231982337776352, 0.02066415659808171, 0.020104242619467392, 0.019559187781640387, 0.019022348995035375, 0.018500106239942783, 0.017986277726366812, 0.01748115566579141, 0.01698499197492608, 0.016503133041838165, 0.0160252872034164, 0.015561675230731133, 0.015107299090846562, 0.014662263728641354, 0.014226646700278196, 0.013796487620140567, 0.01338000403689005, 0.01297302056082317, 0.012571986728251463, 0.012180702731394617, 0.011799104068573502, 0.01142711178019594, 0.01106165312127935, 0.010705857219598693, 0.010359594759905647, 0.010020112426814212, 0.009687602367305198, 0.00936461724660783, 0.009050972796401303, 0.008742103614963912, 0.008442581086600492, 0.0081501893288975, 0.007864978177097451, 0.007586976137013563, 0.007316192061047357, 0.007054278210941986, 0.0067978098161484285, 0.006548486905063103, 0.00630625505081037, 0.006069672526855137, 0.005840165533566885, 0.005617638150494992, 0.005400797157210945, 0.005190833310476995, 0.004986543661628327, 0.004787954061226408, 0.0045950725854501375, 0.004410671044774299, 0.004229908752789177, 0.004049685694140251, 0.0038866051888879457, 0.0037162600871682426, 0.0035619515927592417, 0.003401651678052524, 0.0032563038635310946, 0.0031121647016794716, 0.0029697357138717055, 0.002840400705828142, 0.002707255720709928, 0.002581359540430013, 0.0024622405905275597, 0.0023450791082190833, 0.0022343268719189884, 0.002125653527599905, 0.002019324400929523, 0.0019190458830758165, 0.001821133327614242, 0.001728864169486511, 0.0016418583817085144, 0.0015542773330061066, 0.0014719183761807263, 0.0013944208859241578, 0.0013168940382442477, 0.0012462720046778658, 0.0011758039314710878, 0.0011097109847666502, 0.001045917352427777, 0.00098446893783468, 0.0009269412005311607, 0.000871603620646647, 0.0008184750363108645, 0.0007688242041144261, 0.000721215513236157, 0.0006756479774635001, 0.000632111210654494, 0.0005905863550483245, 0.000551934104703198, 0.0005142836519716, 0.00047931549090919504, 0.0004461088099920571, 0.00041462505659894624, 0.00038482149661904616, 0.0003566518560092574, 0.00033006692088242664, 0.0003054967269283501, 0.0002818869704631334, 0.00025970449637874267, 0.00023889336683838736, 0.00021939708098949538, 0.00020115893046285935, 0.00018412231804935413, 0.00016823104133838613, 0.0001534295432130213, 0.00013944032898739509, 0.00012667482088234055, 0.00011465178363323417, 0.00010337073698958726, 9.312970654448794e-05, 8.355435154482363e-05, 7.475956728297439e-05, 6.669458114870257e-05, 5.92094614217343e-05, 5.2379946151959346e-05, 4.6159494481803414e-05, 4.043084620805759e-05, 3.5175931065993267e-05, 3.043297383307457e-05, 2.616111566446531e-05, 2.2276470305459004e-05, 1.8759413523776586e-05, 1.562502654991866e-05, 1.2808439519464238e-05, 1.0290128002563715e-05, 8.05051290123311e-06, 6.090351987745689e-06, 4.364553248142197e-06, 2.8553353506993453e-06, 1.5579229798608484e-06, 4.2844767483322375e-07, -5.256358069694828e-07, -1.3388484964695861e-06, -2.01531083644451e-06, -2.564242890714099e-06, -3.0090105437992587e-06, -3.3559856159169146e-06, -3.616539333811541e-06, -3.802509727818026e-06, -3.920460426500443e-06, -3.981541061279099e-06, -3.99274327799514e-06, -3.961545251596673e-06, -3.893785264686143e-06, -3.7969897390873795e-06, -3.6743849828542826e-06, -3.5325202307709537e-06, -3.3748102166282232e-06, -3.2063585907009844e-06, -3.029454639396757e-06, -2.847129723504903e-06, -2.662056703018225e-06, -2.4765642102019247e-06, -2.2926541483006037e-06, -2.1120216419515622e-06, -1.936076735472281e-06, -1.7649529823074674e-06, -1.6016484415426037e-06, -1.444891894264258e-06, -1.2953713209004372e-06, -1.1543674102548852e-06, -1.0220531679277719e-06, -8.978233617653672e-07, -7.817765333764564e-07, -6.744372089157478e-07, -5.750627088939036e-07, -4.817319636255427e-07], 'MSE': 40549.587164472636, 'R_2': 0.7058775144841096, 'U_norm': [-77.94575429522777, -0.07315945651501454, -0.01573042392174054, -0.009753261910039834, 0.00786407747986314, 0.015489434151420775, 0.03812504132370855, 0.05219175999359526, 0.06988432830651636, 25.496538837671096, 39.44010104345999, 15.342228648173803, 0.0648618865299741, 0.06784038187490725, 0.0509225277464401, 0.0375553185966319, 0.019953505764418438, 0.0026780748602236097, -0.01417977278649043, -0.03086463346468652, -0.04392938353299675, -0.04972058219067932, -0.0692498197662942, -0.05992917041369442, -0.5521872548980693, -0.26561405430105467, -0.0727454757498386, -0.07026494706984256, -0.06686400595198456, -0.06246550965956283, -0.058307267682561045, -0.053253745764375075, -0.04757466027242576, -0.04262944996048765, -0.03762026322748738, -0.032301892660129956, -0.027710507118384242, -0.02262944562061903, -0.01817847374313355, -0.014746653841194552, -0.011098793110081811, -0.00795241371227217, -0.005157075193452806, -0.002721107576845948, -0.000658866485520478, 0.0010307145680410938, 0.0024071988957362284, 0.003539956690880211, 0.0044476293920547175, 0.005090267612622495, 0.005512313166976976, 0.0057254671585694125, 0.005821999306847904, 0.005793465081688724, 0.005680355104863112, 0.005460442130242274, 0.005170783330285368, 0.004832821117295746, 0.004458975588923301, 0.004062070883363576, 0.0036531768321635735, 0.0032417073163148722, 0.002835530848718492, 0.002441089569157486, 0.0020635234519598084, 0.0017067969883327884, 0.0013738259716773854, 0.001066602329448305, 0.0007863152324388879, 0.0005334669845528154, 0.00030798245648425604, 0.00010931107701034527, -6.347936409440753e-05, -0.00021161761612627998, -0.00033655286308878317, -0.00043988769972497937, -0.0005233200780037493, -0.0005885939422487997, -0.0006374581190736428, -0.0006716329052838579, -0.0006927836998886338, -0.000702500960941079, -0.0007022857318591225, -0.0006935399743444878, -0.0006775609606044924, -0.0006555390119382626, -0.0006285579200604592, -0.0005975974490975458, -0.0005635373841712077, -0.0005271626666120418, -0.0004891692282092763, -0.0004501702085572083, -0.0004107023054778294, -0.000371232068458203, -0.0003321619962991304, -0.00029383634369714346, -0.00025654657704185, -0.0002205364482373817, -0.00018600667789291173, -0.00015311925572657835, -0.00012200137705112792, -9.274904138636064e-05, -6.543034217824887e-05, -4.008847718303754e-05, -1.6744507767410486e-05, 4.600107219895174e-06, 2.3961180435609958e-05, 4.1369648516885535e-05, 5.686959142809842e-05, 7.051640504606697e-05, 8.237511496396117e-05, 9.251882166101028e-05, 0.00010102726869054085, 0.00010798552667448983, 0.00011348278717243026, 0.00011761126067004631, 0.0001204651734075829, 0.00012213985802939317, 0.00012273093304556308, 0.0001223335664815587, 0.00012104181884766168, 0.00011894806053553682, 0.00011614245850952387, 0.00011271252727711616, 0.0001087427392505501, 0.00010431419019342656, 9.950431521136461e-05, 9.438665122129546e-05, 8.903064160297696e-05, 8.350147903221126e-05, 7.785998262790582e-05, 7.216250601365547e-05, 6.6460873223891e-05, 6.080233997943265e-05, 5.522957839572276e-05, 4.9780683662818e-05, 4.448920192850876e-05, 3.938417906437601e-05, 3.44902308076794e-05, 2.9827635174420382e-05, 2.5412448993771823e-05, 2.125665066041152e-05, 1.736831163111396e-05, 1.3751799060413842e-05, 1.0408011468476934e-05, 7.334648423892421e-06, 4.526513482279912e-06, 1.975847890054496e-06, -3.273098996170022e-07, -2.394745897471698e-06]}, 'iteration_9': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-16209.122732593427, 15.82550049943752, 7.952130480384446, 9.164267571878202, 12.911499740208297, 14.395238681157407, 16.12547310536991, 18.155265672116943, 19.40826038455196, 7938.04097357573, 8563.367468618118, 17.420572588032194, 15.663459158778924, 13.093788857437714, 10.257615912015396, 7.564885729672859, 4.532987425828222, 1.9137582460070295, -0.16216850837143582, -2.443632637382886, -4.267732292604105, -4.8220980118919945, -4.504767174276665, -16.58859889761499, -162.12275896074303, -15.054769786965357, -8.202860793330348, -8.055541775708566, -7.789493679276716, -7.429847336233737, -6.998201905283415, -6.5132768981853495, -5.991518208662769, -5.447558340363055, -4.894487060381618, -4.34394185290103, -3.8060782457179263, -3.2894892713823873, -2.800544832142509, -2.34387279004074, -1.926281067994108, -1.5491732420861473, -1.210292998839731, -0.9097372575980174, -0.6474547401741837, -0.42132668918919747, -0.23031645918402213, -0.06767477728213714, 0.0676974387806938, 0.17871985772118557, 0.2682165131609901, 0.3388292579074722, 0.3929821572975981, 0.4328671757740208, 0.4604456502156769, 0.4774605159863858, 0.485454987162712, 0.48579424580224995, 0.47968756070252105, 0.46820905920012196, 0.4523160719910442, 0.432864536837225, 0.41062137727837617, 0.3862740739945835, 0.36043783477204416, 0.33366086343487966, 0.30642824948778535, 0.27916496887015785, 0.25223842007877234, 0.22596083528183156, 0.2005918147491683, 0.17634114415655788, 0.1533719747009319, 0.13180437905068995, 0.11171924405637151, 0.09316242435020869, 0.07614905815259755, 0.06066793660628277, 0.046685818161534824, 0.03415158765721825, 0.023000173747499242, 0.013156155410130798, 0.00453700715035471, -0.0029440488089084466, -0.009375597394386008, -0.014845991175689119, -0.019441701725607843, -0.023246036893273467, -0.026338191359677215, -0.02879259291661072, -0.03067850434137527, -0.032059839989542156, -0.032995157394547656, -0.0335377862819986, -0.03373606064178403, -0.03363362313780398, -0.033269775364196286, -0.03267985157039869, -0.03189559783057232, -0.030945542482114015, -0.02985534736605271, -0.028648132464518528, -0.02734476932394719, -0.025964140892000102, -0.024523367226363772, -0.0230379979798874, -0.02152217365787567, -0.019988758487431115, -0.018449448289800937, -0.01691485698727548, -0.015394585461358263, -0.01389727633645652, -0.012430657995336497, -0.011001580844930449, -0.009616048472303601, -0.008279245951584259, -0.006995567151592701, -0.005768642557368597, -0.004601368727837342, -0.0034959401921687764, -0.002453884283528047, -0.0014760991014215713, -0.0005628945557549602, 0.0002859637474966751, 0.001071208205444123, 0.001794020995104775, 0.0024559845520853232, 0.0030590313423007726, 0.0036053935959254155, 0.004097553627694019, 0.0045381953394079905, 0.0049301574567523695, 0.005276389010085393, 0.0055799074531151256, 0.005843759774327271, 0.006070986868804414, 0.006264591363225962, 0.006427509019772728, 0.006562583794282041, 0.006672546576389495, 0.006759997548005578, 0.006827392129227102, 0.006877030368671491, 0.006911049633479121, 0.0069314204441042835, 0.006939945218532094, 0.006938259721526097, 0.006927836918749586, 0.0069099929754107905, 0.006885895070811295], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [190.29739373765366, 6868.632522039935, 3370.7580375915327, 1449.9994646719472, 553.5559175431376, 149.72037036833356, -26.443046937437952, -98.63267205475188, -124.19638458305883, -129.31494926104142, -125.81649435604791, -118.9502383594592, -111.04549022570956, -103.02045148417497, -95.33992865173423, -88.0958282285327, -81.33818955189253, -75.11401704470437, -69.35577361921075, -64.04025784887865, -59.141109581991294, -54.659799317812976, -50.50887819626996, -46.71712823627567, -43.210026898022676, -39.98915740280368, -37.031434588102236, -34.31509302676064, -31.80577551908205, -29.501052139218242, -27.37139484985879, -25.413552454951848, -23.60239219961243, -21.934458922385012, -20.388543391978033, -18.954402376268128, -17.622488547964927, -16.383951357819274, -15.23062710864384, -14.150165659260562, -13.145822162828987, -12.201964077233356, -11.31767040349726, -10.484239814214668, -9.700972179007278, -8.960577004684982, -8.259833793537506, -7.595806181161003, -6.968218305810757, -6.36970085048045, -5.8006322402862045, -5.259029418893329, -4.7412783927272715, -4.247809895429842, -3.777129816977803, -3.324884113732796, -2.8875800908169804, -2.478306624686433, -2.08083615243503, -1.7070384623489496, -1.3329499213339642, -0.9917377417339902, -0.6505426607690084, -0.32958533557046404, -0.018648462158292307, 0.2740813067059717, 0.5576414952251364, 0.8319618832763312, 1.0970110549785321, 1.3527928274664236, 1.593364079122697, 1.8254877521215434, 2.049196961855226, 2.2595774841746508, 2.4669610156297255, 2.661768514487031, 2.849048111759851, 3.028892845439005, 3.201411540816122, 3.366726723270593, 3.524972676829015, 3.673303600119104, 3.81804401041898, 3.9561607372499776, 4.08781906298659, 4.210901303558956, 4.330306826324044, 4.443761635858376, 4.551441750105318, 4.653523473118948, 4.751788631964093, 4.843086505561156, 4.930700056631624, 5.011932438782951, 5.090813710451753, 5.163682530470031, 5.231998061271031, 5.296862537310269, 5.3582169297056215, 5.414464594298582, 5.467417958926649, 5.517053020527769, 5.562774039267549, 5.604758229769145, 5.643654695610702, 5.679048166654572, 5.711486860304016, 5.740997556746457, 5.767319653840294, 5.790871886414273, 5.811698369499547, 5.829662511622709, 5.845071869666733, 5.857981443248255, 5.868450623015545, 5.8764709667471635, 5.882276098261306, 5.885812465336476, 5.887220836548252, 5.886542264125931, 5.883835464217333, 5.879222109441108, 5.872688801500423, 5.864343801895565, 5.854260481457893, 5.842404168605796, 5.82893141344339, 5.813915863552793, 5.7972909746465495, 5.779248746100836, 5.7598605089524755, 5.7388706171964765, 5.716814632789555, 5.69325484009797, 5.668585121538364, 5.642687118604681, 5.615612356920157, 5.58741292539276, 5.558141193136588, 5.52804751557168, 5.496790357261064, 5.464616867363417, 5.431578270913974, 5.397520605451138, 5.362696423038913, 5.3271552425801065, 5.290945398573647, 5.253908275212065, 5.216090670361148, 5.177539369831346, 5.138504893622818, 5.098827457921213, 5.058552101506057, 5.017723204343801, 4.977180198141616, 4.935564872697148, 4.892346581723724, 4.849536318155451, 4.807151181442326, 4.76330897959745, 4.719959036323218, 4.675259485732909, 4.629287082896896, 4.585725198302283, 4.540947140010844, 4.495027735225548, 4.449770339821932, 4.403470465367553, 4.35620253867918, 4.311336819402098, 4.263920436190667, 4.217294547675055, 4.171448060665077, 4.124828135129477, 4.07750223764801, 4.029536993346516, 3.9824552164406963, 3.9362384750813058, 3.8894637610525766, 3.842191451275659, 3.794480553127619, 3.7477112224348836, 3.700562696009613, 3.65308909142364, 3.6053428438407855, 3.558591729695779, 3.511615369244505, 3.4644611032727357, 3.418315447226957, 3.3709148560635622, 3.3245588531651618, 3.2781470538447763, 3.231718255817986, 3.185309448435295, 3.1399520816232713, 3.0936638254049327, 3.0484467529338217, 3.002406801620049, 2.95745210839028, 2.911774478221551, 2.8671908606007315, 2.8219763385359355, 2.7778596600910292, 2.733196451720845, 2.6888482122205315, 2.6455948959162354, 2.6019079395409195, 2.558584169287185, 2.514930415896105, 2.4723898402196514, 2.4295777695448675, 2.3872094661571754, 2.34529263691613, 2.3032141896957334, 2.2616322283199533, 2.2205505028721038, 2.179400092995338, 2.1387854998842175, 2.0987070673275174, 2.0586374554593267, 2.0191312333685785, 1.9796870593289704, 1.9403428028875058, 1.9016055629374575, 1.8630107559351567, 1.8250359722420704, 1.7872402161719916, 1.7496519767125815, 1.7122977601090235, 1.6755996165984053, 1.6391600372446724, 1.6026256648733068, 1.5671417126699236, 1.5316013140057236, 1.4963963077955624, 1.4615419489693737, 1.4270520494650862, 1.392939047327329, 1.359214075232602, 1.3255913082237434, 1.292679698714102, 1.2599038019112394, 1.2272953206527843, 1.1954070049237737, 1.1637108256950863, 1.1322330908578206, 1.1014749396300565, 1.0707212968815472, 1.0404631370585995, 1.0104818007657386, 0.9810055908997872, 0.9516238763087458, 0.9227657574346925, 0.8942349084282191, 0.8660438083449873, 0.8382035869102263, 0.8107240954565513, 0.7836139768542457, 0.7568807341147129, 0.7305307973988794, 0.7044175964623617, 0.6787074974753794, 0.6532614436797564, 0.6282332980937143, 0.603491235650832, 0.5791774525846725, 0.5550428430428808, 0.5314713592254767, 0.5078682487563152, 0.4850625417027307, 0.4619327673787043, 0.4395982496872576, 0.4180201507482695, 0.3961862702180034, 0.37510363604615166, 0.3538263290136, 0.3332912094204421, 0.3126151633578233, 0.29266890969538223, 0.27341633185956327, 0.2540628147849427, 0.2346564295853761, 0.21594850447804656, 0.19722286293956137, 0.1791762204285292, 0.16114193748667724, 0.14376574850865473, 0.12642745301257735, 0.10972527244788426, 0.09308247771361007, 0.07652895531938765, 0.06059637289387636, 0.044767522377245045, 0.029533975517251496, 0.014415778918118315, -0.0005649129168527986, -0.014972398138162622, -0.029635351306214565, -0.043337570160377495, -0.05726068549615668, -0.07063625145946924, -0.08383341888527474, -0.09683900151392905, -0.1096411788197411, -0.12192860578802855, -0.13401741887446222, -0.1458983729404575, -0.15756334110190642, -0.1690052558834064, -0.17997405645211392, -0.1909629410398618, -0.20148910004650694, -0.21179209471749463, -0.22186828303840114, -0.23191125682147168, -0.24151731323547995, -0.25089017576914224, -0.2600288554240242, -0.2689329099740382, -0.2777592584557494, -0.2861876741825659, -0.2945262054946559, -0.3024837920711168, -0.31034189615085644, -0.3179603153033956, -0.32534204081924434, -0.33249028553360244, -0.3395155697122445, -0.346303994035726, -0.35285993745891986, -0.35927991504300827, -0.36546721369760704, -0.3714270326990206, -0.37716457618003957, -0.3828342733040001, -0.3882057914464984, -0.3934303793857115, -0.3985028175960738, -0.4033589598061435, -0.40806161309260675, -0.4125542565934038, -0.4168935964441492, -0.4210300384267197, -0.4250590233114046, -0.4288874738086836, -0.4325615153288974, -0.43604392422003485, -0.4394101682348643, -0.4425893975271498, -0.4456483888057563, -0.4485260836232152, -0.4512812267308168, -0.453861655168293, -0.4562966375942192, -0.4586082878558847, -0.4607749233039594, -0.46279892123809147, -0.464682807734327, -0.46644345675232923, -0.4680538449411007, -0.4695556171091573, -0.4709236541627917, -0.47216132571486985, -0.4732800861118458, -0.4742731845181014, -0.47515020676676006, -0.47591187691228504, -0.47655504702969986, -0.4770901178890254, -0.47751102910592597, -0.4778234688846083, -0.47802916083225455, -0.47812998983046134, -0.4781279819355816, -0.47802434650058784, -0.47782264400991203, -0.4775228329614296, -0.47712836667937153, -0.47663878170149926, -0.4760588291536823, -0.4753873400709319, -0.4746301701587748, -0.47378084488249844, -0.47285511043723955, -0.4718303335077074, -0.47073942957918774, -0.4695929471826044, -0.46833487443201716, -0.4669630078785791, -0.4656071320515647, -0.46414302478519975, -0.4625695511010589, -0.46095705746273274, -0.45923758119493974, -0.45748488425477307, -0.4557030453672932, -0.45381995543549003, -0.45191303390338694, -0.4499082265793091, -0.4478066601316823, -0.4456885265189839, -0.443556973561945, -0.44133532507823997, -0.4390253498800135, -0.4367090217130521, -0.434308816895407, -0.43182694064959515, -0.42934578741621376, -0.4268675246306807, -0.42423470332839597, -0.42168880676605175, -0.4189933517917902, -0.4163094388002111, -0.413560233728938, -0.4107484128581894, -0.4079540792011188, -0.40510155909413265, -0.4021935578699219, -0.39923281578289854, -0.396297036833073, -0.3933126671894751, -0.3902823837056713, -0.38720886223633116, -0.3841668115348626, -0.3810139948876518, -0.37789629566876104, -0.37474419476084414, -0.3715601838813295, -0.36834671607603087, -0.36510620027899543, -0.36184099650657725, -0.3585534116615008, -0.3552456959190234, -0.35192003966457125, -0.34857857095028355, -0.34522335343669186, -0.3418563847851475, -0.33847959546653106, -0.33503593205453586, -0.3316459370209037, -0.3281944311828974, -0.32474197619968526, -0.3212901459996501, -0.31784044367293857, -0.3143943026490757, -0.3109006015437312, -0.30741492292829875, -0.303887801221674, -0.30037283318703056, -0.2968710634730891, -0.29333547686458383, -0.2898167308492329, -0.2863156503106543, -0.28274222265480053, -0.2792358581010434, -0.27566355499960654, -0.2721594196913926, -0.268595356403143, -0.2650590837034768, -0.26151051276337867, -0.2579522910668632, -0.2544257460226668, -0.25089295402868933, -0.24735626623456036, -0.24381792920950993, -0.2402800858220301, -0.2367447764666293, -0.2332481963343154, -0.2297229531464626, -0.22620577810369838, -0.22269831982466917, -0.21920213444274794, -0.2156879246608298, -0.2122192598861106, -0.2087365525913584, -0.20524294919353392, -0.20179776485622108, -0.19834504649484141, -0.19488757729379855, -0.19145432036041649, -0.18802028930965756, -0.18461303783696031, -0.1812085721662992, -0.17780908849090532, -0.1744401129783953, -0.17105616047215697, -0.167705454318929, -0.1643663080083071, -0.16104037770031981, -0.15770837632018747, -0.1544139262155263, -0.15111717833023575, -0.14784020327321984, -0.14458414264882147, -0.14133158479214827, -0.13810286083555656, -0.13488125298491388, -0.13168598783357557, -0.12850102045217818, -0.12532820308108053, -0.1221692703326078, -0.1189948056709149, -0.11592970199924264, -0.11279144241528018, -0.10973194725144259, -0.10660780512804588, -0.10356322160334244, -0.10059496791834786, -0.09757010041348944, -0.09462204283051406, -0.09162434896434588, -0.088583516190821, -0.08573957220655058, -0.08273835762176485, -0.07981661597639947, -0.07697101920842138, -0.07409321065626381, -0.0712908272872398, -0.06846098750777518, -0.06560856955956816, -0.06283263281789837, -0.06012995478164181, -0.05731846596461746, -0.054670786053453775, -0.05192247421943454, -0.04924916412392726, -0.04656748485742583, -0.0439588704037499, -0.04134435013772289, -0.03872714237867922, -0.03618197864399118, -0.03356630506765037, -0.031092049850757482, -0.028552713459921563, -0.02608449775495107, -0.0236220567330732, -0.021167657416371787, -0.018723420297421876, -0.01629132320009617, -0.013928639227511464, -0.011578442559153681, -0.00924241819816319, -0.0069221281423088405, -0.004619015849777172, -0.0023344108504160183, -6.953345553691316e-05, 0.0021293703297336564, 0.004352880908240133, 0.006511058248814716, 0.008689374249254044, 0.010843264061770531, 0.01293322630870144, 0.015037516280583505, 0.01711558087476586, 0.019166973398615946, 0.021191310997562413, 0.023221592791936058, 0.025189898281091628, 0.02716169156290635, 0.029103574266426742, 0.031015512750829224, 0.03289751280065244, 0.03477723683802349, 0.03662542780636772, 0.038468184910404254, 0.040278184020630534, 0.04205574049933273, 0.043824712436834376, 0.04556043309639983, 0.04728538128055436, 0.048976551113612446, 0.050655108699267065, 0.05229960881844133, 0.053929970234618305, 0.05554489874917796, 0.05712514166117238, 0.05868888690757552, 0.06023510640682412, 0.06176286752859694, 0.06325555157811044, 0.06474449347872764, 0.06619796624383044, 0.06763110736135079, 0.06905709040900744, 0.07044746975406575, 0.07181604102827784, 0.07317479748722179, 0.07449827745004779, 0.07581054048399423, 0.07709906133517565, 0.07836372202890486, 0.07961477159876577, 0.08084111044822538, 0.08204277713341467, 0.08322908587693699, 0.08439022145152927, 0.08553492329107311, 0.08666242641697383, 0.0877641007375315, 0.08884788736392032, 0.08991322703296921, 0.09095255219261968, 0.09197986791957827, 0.09298091040618092, 0.09396871722753021, 0.09493019201712068, 0.0958774574541433, 0.09680407496787416, 0.09770993841292017, 0.09859498262013154, 0.09946410064095645, 0.10031197563147444, 0.10114318986389331, 0.10195293440809194, 0.10274549390139687, 0.10352049767311178, 0.1042776326283699, 0.10500574249275844, 0.10571647390218872, 0.10642953503005337, 0.10711037590424034, 0.10779093152610136, 0.10843981162630922, 0.10905870988211273, 0.10967539406005551, 0.11026271147110232, 0.11084594420011669, 0.11140055550691204, 0.1119494979584675, 0.11247067058931437, 0.1129655784152772, 0.11347219249512716, 0.11393416679611194, 0.1144048677349802, 0.11483387224292445, 0.11526896406840641, 0.11567893197013317, 0.11606518864570642, 0.11644121003879286, 0.11680601957992282, 0.11714806392599021, 0.11747862718437686, 0.11779694100628235, 0.1180936522479694, 0.11837807222909444, 0.11864214052024673, 0.11890085999086113, 0.11913300232375096, 0.11935885234088318, 0.11957112564325423, 0.11976465521040196, 0.11994496391800986, 0.12010783539328201, 0.12026140031805808, 0.12039796846194452, 0.12052133058591571, 0.1206313635238369, 0.12072798384839142, 0.12081114522258822, 0.12087947839835735, 0.12093602969441748, 0.12097841099968337, 0.12100849221214216, 0.12102511742794562, 0.12102912695306656, 0.12102034031776449, 0.12099923176569985, 0.12096589881507, 0.1209195579211207, 0.1208609344914116, 0.12079157965832583, 0.12070923797523106, 0.12061529105863557, 0.12050998428174002, 0.12039158580898766, 0.12026417785401457, 0.12012392917495544, 0.11997311005017898, 0.11980950880771067, 0.11963830247387819, 0.11945468309919287, 0.11925864784821219, 0.11905312875016387, 0.11883844428658742, 0.11861184826545562, 0.11837656450860069, 0.11812971437366725, 0.11787468503528857, 0.11760848227533392, 0.11733126470931231, 0.11704662188222208, 0.11675142198069392, 0.11644586360778436, 0.11613368386476204, 0.11581164358244554, 0.1154799685711498, 0.11513889485792073, 0.11478866725258914, 0.11442953798937978, 0.11406541251922953, 0.11368926919227064, 0.1133050101641264, 0.1129129054900679, 0.11251322703349254, 0.11210624757463795, 0.11169223999267323, 0.1112678209373929, 0.11083693327660428, 0.11039985189334288, 0.109953223749244, 0.1095009700376188, 0.1090397650157754, 0.10857350319284256, 0.10809888964946365, 0.10761978225006816, 0.10713292019001351, 0.10663862187233628, 0.10613720611274582, 0.10562899122263406, 0.10511771229172871, 0.10459682043491182, 0.1040700723223411, 0.10354110978415021, 0.10300354091490142, 0.10245775574352171, 0.10191062565610641, 0.10135592797307863, 0.1007972205710208, 0.10023163937811799, 0.09966266717513673, 0.09908749539939389, 0.09850648702140143, 0.09791999967908858, 0.09732244482583507, 0.09673198856669483, 0.09614854442668676, 0.095543375519833, 0.09491745467628765, 0.09432756709727103, 0.09368985968309364, 0.09308792039945005, 0.09246687934119062, 0.09182767339349532, 0.09119731990022908, 0.09054992750902034, 0.08991175684715338, 0.0892826151555524, 0.08863768143769526, 0.08797783593232121, 0.08732784222631358, 0.08666393860761969, 0.08601013999308758, 0.08534338746291996, 0.08468695581800438, 0.08401847965169486, 0.08336050440211024, 0.08269134732181767, 0.08201176897224284, 0.08132251696930595, 0.08064468964224177, 0.07997797818835567, 0.07928267452806137, 0.07859919645880915, 0.07792721337844315, 0.07722897758418092, 0.07654287010706157, 0.07585047806803015, 0.07515240550350515, 0.0744666632241016, 0.07375865384744448, 0.07306347047453254, 0.072380727459511, 0.07167764188487367, 0.07097152323836899, 0.07027845979157762, 0.06956741742262444, 0.0688697681092116, 0.0681703500363787, 0.06746958724774939, 0.06676788688467938, 0.0660656393643601, 0.06536321860133229, 0.06466098226725484, 0.06394616541751953, 0.06324556646861522, 0.06254612670878866, 0.06184814198142919, 0.06113980374201503, 0.06043395934660615, 0.0597424495554023, 0.059042063903994996, 0.0583337329657405, 0.05764014280794509, 0.05693945500335044, 0.05624296214268416, 0.05555081901186634, 0.05485316626692043, 0.054160567669719314, 0.05346355830947742, 0.05277223069520971, 0.052086665478888024, 0.05139797271755911, 0.05071557251912005, 0.05003093963324659, 0.049344684670476695, 0.048665579385961416, 0.047985621662952255, 0.0473131724010567, 0.04664056792838895, 0.045968307586371035, 0.04529686695036614, 0.044633820275368996, 0.04396518448340509, 0.04330544960804028, 0.04264788703655113, 0.04199286906474623, 0.041340747404997505, 0.040685690926466025, 0.04004048729057899, 0.03939911463019801, 0.03875612709446434, 0.038117786887876676, 0.03748432618230803, 0.036855960947665085, 0.03622772249808872, 0.03560522725623905, 0.03498863768516006, 0.034373320047622204, 0.03375978105309702, 0.03315303605908662, 0.0325531798694564, 0.031951694213010716, 0.03135770961092384, 0.03076719905810564, 0.030180528999518324, 0.029598042790890015, 0.029020061403711748, 0.028450530999563114, 0.027882334978147624, 0.027319481917780084, 0.026762210617985296, 0.02620748629699259, 0.025658951605415918, 0.025116785013351794, 0.024578166686498107, 0.024046398419965528, 0.023518795490798928, 0.022995717963501555, 0.02247750087929156, 0.021972150727364224, 0.021466816985462902, 0.020952593784182825, 0.02047780317061666, 0.019971659923119087, 0.01950362422321207, 0.01900720824391067, 0.018547545652070722, 0.018082166065640257, 0.01761238169791387, 0.01717668910256708, 0.01671852420204729, 0.016275717632588425, 0.015847593660135682, 0.015417236029780696, 0.015001396017815395, 0.014584247143552782, 0.014166744572385443, 0.013763918134237368, 0.013361471294053018, 0.01297336655468535, 0.012598953410422189, 0.012213166953060794, 0.01184162235134261, 0.01148365811846392, 0.011116824432206036, 0.010774463307272233, 0.010424431094706872, 0.010087873419471325, 0.009754816535059377, 0.00942574147824702, 0.009109690313216946, 0.008797769817268859, 0.00849037370736739, 0.00819545870514286, 0.007905119008149865, 0.007619671084603205, 0.007339399852666684, 0.007064559643107004, 0.006801499992572094, 0.006537896538466875, 0.006285919327622518, 0.006039611273899366, 0.005799115216017696, 0.0055645503128706605, 0.005336013207793635, 0.005113579206784969, 0.004901526951659757, 0.0046912430465369465, 0.004487179491488407, 0.004289337906517779, 0.004097704398939673, 0.0039122506800686, 0.003732935154131564, 0.00355970397626711, 0.0033924920770174332, 0.0032285644566317816, 0.003073295928428146, 0.0029214040302887254, 0.0027731779163423778, 0.0026331204255956135, 0.002496712030866285, 0.002366053479134475, 0.0022409908486872568, 0.002119685969481815, 0.0020038598954070846, 0.0018933388819556455, 0.001786550397791474, 0.0016835776704407167, 0.0015857106306265748, 0.0014927532689668092, 0.0014034325558589732, 0.0013177679033018585, 0.0012367045721121083, 0.0011591578275531268, 0.0010851074374100044, 0.0010145192937365038, 0.0009480588082380284, 0.0008848554949363306, 0.0008248499976988609, 0.0007685445905834195, 0.000714679566742241, 0.000664276630018007, 0.0006162304398573076, 0.0005709763188873741, 0.0005288022643059106, 0.0004888060652434991, 0.00045130311723925364, 0.00041618929005339235, 0.00038308403746788606, 0.0003524568842266204, 0.000323671791659086, 0.00029668506174962173, 0.00027183177013035347, 0.0002484248550461908, 0.00022693798038875607, 0.00020678497786891174, 0.0001882118451058472, 0.00017099725158336028, 0.00015518603702832504, 0.00014058448440793482, 0.00012712993307485625, 0.00011475943091918296, 0.00010341025800584834, 9.302038930454784e-05, 8.3528898292873e-05, 7.487630378368127e-05, 6.695928827285907e-05, 5.981822131716806e-05, 5.3312408748685656e-05, 4.740285443497287e-05, 4.207885052677135e-05, 3.729189253659155e-05, 3.297426860145596e-05, 2.9091036763250992e-05, 2.562530794369513e-05, 2.2523266840398906e-05, 1.9702535352839196e-05], 'MSE': 38386.54860323001, 'R_2': 0.7215669042507408, 'U_norm': [-85.17784946342631, 0.08316194043703144, 0.041787910681291784, 0.048157609548503164, 0.0678490624916484, 0.07564601080527043, 0.08473827630003794, 0.09540469968053991, 0.10198910259703153, 41.71387127090756, 44.9999199324498, 0.0915439369514037, 0.08231042409347783, 0.06880697953887802, 0.05390308151905147, 0.03975296556885286, 0.023820543958274033, 0.0100566708314199, -0.0008521846013291597, -0.01284112510989744, -0.02242664607867238, -0.025339800637631835, -0.02367224843493611, -0.08717197118070899, -0.8519441912538387, -0.07911180239521223, -0.04310548160751345, -0.042331330081048925, -0.04093326523313859, -0.0390433478962683, -0.036775080196306244, -0.03422683190816207, -0.03148502509692583, -0.028626552584837876, -0.025720200217348218, -0.02282712219090469, -0.020000685120848172, -0.017286044815118428, -0.01471667468148318, -0.012316893823628184, -0.010122477418467809, -0.008140801163893055, -0.006360008284378953, -0.0047806080845533856, -0.0034023311009944283, -0.0022140434062182775, -0.001210297498079786, -0.0003556264016816713, 0.00035574548633199565, 0.0009391608286418636, 0.0014094597319380395, 0.0017805249549880764, 0.002065094798054605, 0.002274687886815624, 0.0024196109146176654, 0.0025090228895386524, 0.002551033297728576, 0.0025528160790551447, 0.0025207258596937152, 0.002460407106534356, 0.0023768905279784483, 0.002274674019380301, 0.0021577877123450124, 0.002029844271594998, 0.0018940765726575724, 0.0017533653897471475, 0.0016102598355756746, 0.0014669931301137021, 0.0013254959277444241, 0.0011874089875057944, 0.001054096491350734, 0.0009266608488917536, 0.0008059594086924535, 0.0006926231445471806, 0.000587077111413719, 0.0004895622722994999, 0.00040015817753425505, 0.00031880592532720274, 0.00024533083357089616, 0.000179464295532428, 0.0001208643656672274, 6.913471157746406e-05, 2.3841667340226906e-05, -1.5470778424913615e-05, -4.926813354820776e-05, -7.801468483889244e-05, -0.000102164834594457, -0.00012215635995740888, -0.0001384054236483998, -0.00015130313870603834, -0.00016121347636527137, -0.00016847230226467883, -0.00017338733230291053, -0.0001762388106001822, -0.0001772807290216092, -0.00017674242682985168, -0.00017483043125802222, -0.0001717304214097443, -0.00016760922076896343, -0.00016261674382940752, -0.0001568878418392395, -0.00015054400874911695, -0.00014369492313139078, -0.00013643981360563919, -0.00012886864492322368, -0.00012106312946373749, -0.00011309757463123007, -0.00010503958107366246, -9.69506095448324e-05, -8.888643549230594e-05, -8.089751090246841e-05, -7.302925218513255e-05, -6.532227147179484e-05, -5.781256719001149e-05, -5.053168778590872e-05, -4.350688047519607e-05, -3.676123474291909e-05, -3.0313828543714173e-05, -2.4179883099863344e-05, -1.8370930514513416e-05, -1.2894996820693297e-05, -7.756801470888039e-06, -2.957973020801906e-06, 1.5027202543966332e-06, 5.629127052251508e-06, 9.427459633456138e-06, 1.2906033590662639e-05, 1.6075003902244424e-05, 1.8946100787590308e-05, 2.1532368643629542e-05, 2.3847911193764454e-05, 2.590764575048982e-05, 2.7727069269937128e-05, 2.9322038268337926e-05, 3.070856446519323e-05, 3.190262755958065e-05, 3.292000615269362e-05, 3.377612747728392e-05, 3.448593632994473e-05, 3.5063783351985864e-05, 3.5523332324415245e-05, 3.587748631464906e-05, 3.6138331923432186e-05, 3.6317100871292274e-05, 3.6424148110646505e-05, 3.6468945226745925e-05, 3.6460088053374095e-05, 3.640531692599534e-05, 3.631154820423167e-05, 3.618491533678891e-05]}, 'iteration_10': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-17092.598338587173, 3.9129000513340713, 15.352103627459348, 15.472697919515598, 16.46759151807603, 15.588700349150713, 16.19001198724685, 14.914927296374529, 984.8259660548667, 8501.259809387833, 7822.286321568609, 249.08957643442326, 8.97462283787423, 8.388389808637571, 4.117454239625452, 0.8006671882363308, -3.3439583363496848, -7.012036528643339, -11.011581654859041, -14.04012243093599, -17.35023426448694, -21.466235472027552, 1.745120071631093, -170.49072266412878, -23.137898937022804, -19.798576387016514, -18.60749979250191, -17.179161860956032, -15.564313632627302, -13.922468891722074, -12.353172406076368, -10.682598802509846, -9.111597506382443, -7.800322145290872, -6.520864298546257, -5.310323190780206, -4.293517756071371, -3.455062273938697, -2.613082322124775, -1.8743001916329012, -1.2677015489310193, -0.7491624326393304, -0.30673019836985344, 0.0639818302261438, 0.36469449059194575, 0.5991812813544388, 0.779340512500448, 0.9194673386370333, 1.0229669910851802, 1.0855962435568631, 1.1154400776387394, 1.1147951657697415, 1.0960130384438598, 1.0615278244512405, 1.0142024335118636, 0.9558311393923394, 0.8895275060917028, 0.8182580311829757, 0.7441384215673605, 0.6689416563992554, 0.5941289997239083, 0.5208825461178642, 0.45013797070267964, 0.3826163950032812, 0.31885453086013815, 0.2592325089609735, 0.20399902420249363, 0.15329362737316743, 0.107166156794466, 0.06559343129262511, 0.02849341717727933, -0.004262860899006037, -0.03284136778114978, -0.057436764111520815, -0.07826548607156494, -0.09555994184461429, -0.10956360385372817, -0.1205268147519649, -0.12870316382085126, -0.13434632598833732, -0.1377072866409964, -0.13903190097136126, -0.13855875654514116, -0.13651732226930904, -0.13312637607762037, -0.12859270817941096, -0.12311009733198663, -0.1168585557373384, -0.11000383453197399, -0.10269717752961473, -0.09507530626576799, -0.08726061521365679, -0.0793615526104212, -0.07147315980654502, -0.06367774045975803, -0.05604563040139846, -0.04863603951518932, -0.041497938546695305, -0.03467096614295921, -0.028186334452431287, -0.02206771493679841, -0.01633208952999473, -0.010990555737448114, -0.006049077434881619, -0.0015091761776788689, 0.0026314396304868326, 0.006378308028360889, 0.009739707817160988, 0.012726210901691739, 0.01535028865512499, 0.017625967468544796, 0.0195685283297294, 0.02119424517281876, 0.022520156888996147, 0.023563868217903208, 0.02434337518866845, 0.02487691122558977, 0.02518281059802794, 0.02527938643962777, 0.025184821143284162, 0.024917067327438563, 0.024493758028607954, 0.023932125038288742, 0.023248924614724623, 0.022460370073993048, 0.02158207092288053, 0.02062897835470547, 0.019615336955534017, 0.018554642472159353, 0.017459605469481648, 0.016342120741067997, 0.015213242247668459, 0.01408316343920778, 0.012961202796324798, 0.011855794446013881, 0.01077448376717435, 0.00972392792310949, 0.008709901319294293, 0.0077373060805234805, 0.006810187710325666, 0.005931756206159052, 0.005104413002897675, 0.004329784096687716, 0.0036087597714776387, 0.0029415411819156898, 0.002327693878129628, 0.0017662080666927679, 0.001255565016910533, 0.0007938085919570047, 0.0003786204572654857], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [182.86874284863225, 7092.961463768855, 3407.8303408147194, 1414.3101634159832, 498.5086190438156, 94.12296785370283, -76.93006508040013, -142.90298422856225, -162.57086275519137, -162.47172804498786, -154.44987743597176, -143.67349130834663, -132.39894405303363, -121.43934092878717, -111.21615594966347, -101.74497681236444, -93.03172799023633, -85.09705950434534, -77.8260937353941, -71.16827009416684, -65.07367191032436, -59.53024607833703, -54.4189346837896, -49.766551239368766, -45.47476592419539, -41.54026216351288, -37.93075578475865, -34.61669480825662, -31.554069885065687, -28.738559656882654, -26.13333975824747, -23.734178235851424, -21.510418657510318, -19.458264512165858, -17.552295525065695, -15.78068581846429, -14.132553525951732, -12.597916673403098, -11.167643428881325, -9.827377382445905, -8.582067014582243, -7.4131675602890335, -6.320293744736389, -5.293351435129374, -4.3320296996297145, -3.427822585012606, -2.5771585046485916, -1.7767283068656956, -1.0263162155449894, -0.31716691223939936, 0.35026442696227733, 0.9784189710481138, 1.5716365995617834, 2.1296363033444097, 2.6544167009365687, 3.1511097391873957, 3.6237198391450023, 4.058611138907194, 4.473528710572615, 4.856540327768088, 5.2323501407089035, 5.568125409935556, 5.896733429026504, 6.198883016343787, 6.4847251565801685, 6.747239534557689, 6.995036496305132, 7.228277477963122, 7.447177564215839, 7.651997990659096, 7.838484073718201, 8.01237394056164, 8.173943514045986, 8.320111968872949, 8.458316563636462, 8.582422211153293, 8.696106802890947, 8.799679060709984, 8.893459350912325, 8.977776639884025, 9.052965776168122, 9.118108196407292, 9.176246328127446, 9.226259519616809, 9.268485633121815, 9.30267523573979, 9.33046383142831, 9.351442151795455, 9.365928033367275, 9.374231964257554, 9.37664859174059, 9.373396760354371, 9.364668894679328, 9.351032918847709, 9.331991375092755, 9.30860521710145, 9.28087812686001, 9.248556305928851, 9.21173879678852, 9.171744575296863, 9.127660696113631, 9.079606777012275, 9.028421419473453, 8.974329818387423, 8.916785772708305, 8.856707300785644, 8.793494350481074, 8.727287069152633, 8.659058162247883, 8.58814828225251, 8.51469965912424, 8.439711275647522, 8.362481788146713, 8.283149598564673, 8.20185250247508, 8.11959297268926, 8.03477284175915, 7.949252853827178, 7.861434177884083, 7.7731631855596035, 7.682848480380384, 7.592311996133771, 7.499976794609791, 7.406804210118112, 7.31290220527252, 7.217564265668611, 7.121719473580298, 7.0254644383951685, 6.928111463697022, 6.83054990643921, 6.73286395358772, 6.633641465028944, 6.5352308416051335, 6.435502208965046, 6.3360155042653465, 6.2361372185397395, 6.135964325097317, 6.035590156957681, 5.935104298553512, 5.835238834178322, 5.7347701633521115, 5.634435444626677, 5.534308798606966, 5.433865365523991, 5.333792099277709, 5.234151364431638, 5.135001751596352, 5.035853529230808, 4.936795093136592, 4.837910640047448, 4.739787795879888, 4.6419705206811175, 4.544530782447306, 4.447536450469868, 4.352893136185713, 4.257380429731294, 4.159844376688343, 4.064804155495953, 3.97217390854202, 3.8778203445802037, 3.7859198622035484, 3.6925450303320027, 3.5979171092372813, 3.509512632864075, 3.41987000181408, 3.329189608165218, 3.2410081882610076, 3.1519777993070184, 3.0622787882852776, 2.978218392358579, 2.8904880287937535, 2.8052999262387055, 2.722551281010319, 2.6394125216552493, 2.556026619829542, 2.472529634104378, 2.391542143735811, 2.3129587626590595, 2.2343321352085614, 2.1557768257665506, 2.077400980161988, 2.0014421005390615, 1.925725068892744, 1.8503425670394922, 1.7753812881728392, 1.7028008531404866, 1.6306758610473304, 1.5590795261453978, 1.489783527083203, 1.4193865326182447, 1.3513013373323932, 1.2838806272626122, 1.21717625883054, 1.1512355948282182, 1.087493960785124, 1.0231581671670895, 0.9610037022758936, 0.8984177336743794, 0.8379851777585415, 0.7772644202909325, 0.7186603503469459, 0.6598934896366324, 0.6031991334199308, 0.546450993658494, 0.4907480766672313, 0.43703928200433473, 0.38341242033364564, 0.33084748090415106, 0.2785034186136891, 0.22809505885410167, 0.17796510609188962, 0.12894900427466097, 0.08103872193933732, 0.03352952631028672, -0.012840196156650814, -0.05808442378029705, -0.10283586408892463, -0.14644375797215914, -0.1889266209014906, -0.2308512055896606, -0.27164539525389836, -0.31183588039537136, -0.3513833470483743, -0.38978837543902006, -0.4275225453867891, -0.46412999031913893, -0.5000474776771662, -0.5352509424457375, -0.5697195217690063, -0.6030768615225194, -0.6356977381445893, -0.6678962330202939, -0.6986771329341575, -0.7290153517485511, -0.7585761888688204, -0.7873549668660766, -0.815348923858289, -0.8425570694493292, -0.8689800462553221, -0.894845390228122, -0.9196950612675944, -0.9439745920535926, -0.9676598028900809, -0.9903610509265033, -1.0124665685291427, -1.0339593723575515, -1.0545101594072912, -1.074604808832699, -1.0939256593926623, -1.1126214583254037, -1.1305591945578188, -1.1479939391553209, -1.1646766679964784, -1.1807317743460592, -1.1961589127633678, -1.210959207101258, -1.2251351281357068, -1.23869037637006, -1.2516297702317905, -1.2639591398014978, -1.2757526276002429, -1.2869411596571008, -1.2975919745289182, -1.3076478108713112, -1.3171693475490038, -1.3261099157299399, -1.3345664233715508, -1.3424132479594835, -1.3498516908543206, -1.356630197211303, -1.363083770682239, -1.3689018844968, -1.3741263732617865, -1.3790050081712268, -1.3833155241153126, -1.387255556980638, -1.3906558330375618, -1.3936681755464333, -1.3961712261678738, -1.3982003839941826, -1.3998453232127062, -1.4010846440342766, -1.4018779923215785, -1.4022644523644663, -1.4022380957150817, -1.4018073935056383, -1.400996909012483, -1.399787763399039, -1.398231388774494, -1.3962845837111855, -1.3939417881964062, -1.3912897913902404, -1.3882547426151128, -1.3849426821057216, -1.3812616748470667, -1.3772116955265448, -1.372923627458118, -1.3681475698411916, -1.3632933015770021, -1.3579573039961206, -1.3524318315683066, -1.3465798234831097, -1.3404066521534312, -1.3339184908767343, -1.3272896103984904, -1.320366181980557, -1.3131553252472064, -1.3056646896572426, -1.2979023858133487, -1.2900561131411623, -1.2817778453637698, -1.2734360626915793, -1.2648601802683148, -1.2560590191021945, -1.2468572656835808, -1.2376322630740786, -1.2282094494077391, -1.2185980383238173, -1.2088072489133277, -1.1986620022242, -1.1885404803970328, -1.1780839934884444, -1.1676684890028033, -1.1569375946680636, -1.146083444864823, -1.1351148654834526, -1.124040476079917, -1.1126920331439305, -1.101257220936896, -1.0897442179036831, -1.0779888630276402, -1.066174208006529, -1.0543078043809118, -1.0423969121823027, -1.0301184879565723, -1.0179798927732928, -1.005659638140584, -0.99316989135327, -0.9806798276009074, -0.9680401896228188, -0.9554156167446705, -0.9426605114246349, -0.929934818291232, -0.9169501941957366, -0.9040125997288007, -0.8909839991708702, -0.8780146130539962, -0.8648325749113392, -0.8517252086571314, -0.8384289642857632, -0.8252216885465848, -0.8118481569038845, -0.7985766787051443, -0.7852846144782518, -0.771857882975289, -0.7584306577146026, -0.7450102730415514, -0.7316037422638523, -0.718104434268771, -0.7047475204745498, -0.6912054963344301, -0.6777106557608729, -0.6642683137732522, -0.6507807661141036, -0.6373595592149702, -0.6239104307853058, -0.6104434962927148, -0.5970630291879453, -0.5835871698374128, -0.5702119991140847, -0.556851457919048, -0.543513656108742, -0.5302063018529436, -0.5169367074360771, -0.5036305687568895, -0.4904586835442196, -0.47726652068999065, -0.46414102535013185, -0.45101340116004207, -0.43796621741095765, -0.42493328514273676, -0.41199293565617545, -0.39901401321296687, -0.38620735910091747, -0.3732496601053389, -0.36053904483220933, -0.3481300454524534, -0.3354133604649973, -0.3224219772973474, -0.3103251475946043, -0.2979588821315892, -0.28535340057495445, -0.27306541897462894, -0.26056860746311933, -0.24839130926642636, -0.2365211784588645, -0.22447047630842729, -0.21272783210063828, -0.20082950249112977, -0.18879904352436486, -0.17708698422180924, -0.1656806401245038, -0.15416191768938048, -0.14255130120782492, -0.13125263507403495, -0.11987925665147288, -0.10844938825624946, -0.09733389049913906, -0.08651983827644444, -0.07532565751864458, -0.06477056838084697, -0.05386579383077114, -0.043267157048055976, -0.03266310864811576, -0.022066591200979133, -0.011771609958785314, -0.0014915263745124499, 0.008762443964879981, 0.018979760520591908, 0.028899974630250503, 0.038779232560138426, 0.048608494089034046, 0.05837932183725278, 0.06786151327144511, 0.07749922244996874, 0.08684729490433955, 0.09612144084683824, 0.10531552550866591, 0.11442390333276999, 0.12344139910856852, 0.1323632886695355, 0.14118527932303823, 0.14990349016340604, 0.15851443240169433, 0.16701498982907628, 0.17540239951532796, 0.18367423282949275, 0.1918283768565641, 0.20000166139893324, 0.2079108113127923, 0.21582758393141768, 0.2236127012221158, 0.23126574946411413, 0.23878651856190683, 0.246174987207852, 0.2535410567935514, 0.2607679826579098, 0.2679590340086056, 0.2750057642034685, 0.28190957201184247, 0.2887642270458226, 0.2954726732948702, 0.3020368693357436, 0.3086247957972054, 0.3149808813342258, 0.32134791545645286, 0.3274884910739523, 0.3336289155495651, 0.33961801457087154, 0.3455256728044381, 0.3513477781086063, 0.3570188131590995, 0.3626019313364031, 0.36809403104560123, 0.37349237597252943, 0.3787945757460489, 0.3839985667663293, 0.38905352048074343, 0.39405802330092293, 0.39895983881858504, 0.4037580267563043, 0.40845188360219264, 0.4130810651886484, 0.4175634026168845, 0.4219775695777119, 0.4263191050032776, 0.4305160949498988, 0.434638575952447, 0.43868311837342877, 0.4426168502353455, 0.4464695156644402, 0.4502113674269734, 0.4538700106977467, 0.45744353485720285, 0.4609064962849894, 0.46430630849631993, 0.46759524433926336, 0.4707962005033832, 0.47390847436856126, 0.47695036698569576, 0.47988311115673127, 0.48274333869088704, 0.48551242733815225, 0.4881906972748853, 0.4907931801623343, 0.4933043913238252, 0.4957382135589628, 0.4980810613848585, 0.5003457216420405, 0.5025314046905367, 0.5046375408824256, 0.5066834247427122, 0.5085913917640972, 0.5104759543091968, 0.5122457567363218, 0.5139838838412234, 0.5156102460476164, 0.5171313333031444, 0.5186155377192949, 0.5199976619199164, 0.5213374616745893, 0.5226285089746505, 0.5237735211799622, 0.5249159207825098, 0.5259625355985588, 0.5269192324032979, 0.5278233774829041, 0.5286420573179555, 0.5294063719638232, 0.5301127679568315, 0.5307379353650415, 0.5312870069159258, 0.5317951668075195, 0.5322143708953725, 0.5325879747867887, 0.5328905989970739, 0.5331332733940042, 0.5333101492259587, 0.5334281754445902, 0.533486204681181, 0.5334842419108878, 0.5334214713217786, 0.5333046887367724, 0.5331260349921845, 0.5328945374842469, 0.5326059728520145, 0.5322602865902657, 0.5318575904424923, 0.5313981502515022, 0.5308948630415227, 0.5303376905641206, 0.5297271201645932, 0.5290637522000553, 0.5283482897367656, 0.5275815285821457, 0.5267643476958953, 0.5259156947399807, 0.5250011914661539, 0.5240583963976397, 0.523050690120195, 0.5219978185371771, 0.5209215034795055, 0.5197823322640103, 0.5186016523401491, 0.5173807378581913, 0.5161208749060265, 0.5148012386401675, 0.5134671374106302, 0.5120754595645188, 0.5106496964167373, 0.5091912076395129, 0.5077013368658488, 0.5061583332811351, 0.5045864282859248, 0.502963761823664, 0.5013147894807423, 0.49964085576232536, 0.49792001832654886, 0.4961768427058482, 0.49438942009235215, 0.4925822926658387, 0.49073363289584343, 0.48886787778325264, 0.48696332479425986, 0.4850214418594108, 0.48306639290526054, 0.4810767532734279, 0.47905400960518735, 0.47699965648358744, 0.47493728707175775, 0.4728240367356669, 0.4707054030888973, 0.46856074577240137, 0.4663701264103743, 0.46417793237245286, 0.4619640018699322, 0.4597089460771856, 0.457455894170202, 0.45516485291411557, 0.45285792130313096, 0.4505363904116459, 0.4481818465040299, 0.4458156491560454, 0.4434389954743765, 0.4410340770945097, 0.43862146257120227, 0.43618375271609827, 0.43372272481299073, 0.4312581241758508, 0.4287731698789675, 0.42626953243517923, 0.42376610579050294, 0.4212297112549597, 0.4186961752855492, 0.4161332243769784, 0.41357560839660273, 0.4109919554726823, 0.40840015778833205, 0.4058015416276529, 0.4031973866552847, 0.4005738821093888, 0.3979477421796892, 0.3953055424260461, 0.392663408587466, 0.39000829602609866, 0.38734190394793266, 0.3846658747986649, 0.38202191224602855, 0.3793700388347155, 0.3766342556801192, 0.3739469497204103, 0.37118218083790516, 0.3684675959139381, 0.3658017319571697, 0.36306525628155634, 0.3603789410339897, 0.3576276968370352, 0.35492781931344886, 0.35216838459126587, 0.349461296778855, 0.34680493135914386, 0.3439912332302641, 0.34133419140743, 0.33852844276578314, 0.33587583485943207, 0.33308272885823664, 0.3303457127226799, 0.32766292748256215, 0.32494281175434864, 0.3221890075351667, 0.31949116737373756, 0.3167630066566474, 0.31400786093512684, 0.3113098425664235, 0.30858774427659474, 0.3059221630260632, 0.3031592250364238, 0.3005296063089356, 0.2978082243331704, 0.2950736551375299, 0.2923980566016068, 0.28971115749684495, 0.2870819921754562, 0.28437799691547455, 0.281733272785747, 0.2790832534621924, 0.27642994822752676, 0.2737752692006595, 0.2711210327028791, 0.26852597365541375, 0.2658763996070091, 0.26328665029049325, 0.26064799064953575, 0.25806954142766997, 0.2554981870898075, 0.25288553387207224, 0.2503332493488145, 0.24779162717804204, 0.24521541980793932, 0.2426540655020078, 0.24015254890979149, 0.23762232734556565, 0.23510932733876533, 0.23261421066718926, 0.23009747465279518, 0.2276408418046945, 0.22516551766896725, 0.22271199969561783, 0.2202442454439589, 0.21783620633315207, 0.21541621483773496, 0.2129870240753952, 0.2105842094949288, 0.20820780468041908, 0.205826455825291, 0.20347304599607308, 0.20111764843808, 0.19879143778111996, 0.1964658593727235, 0.19414282206884392, 0.19185105786728757, 0.18956395105798612, 0.18728312645106543, 0.1850350411713806, 0.1827949079724555, 0.18056409674011653, 0.17834388593533693, 0.17613546576758984, 0.17393994145624098, 0.1717796562145824, 0.1696123586610279, 0.16746080919024253, 0.16532580639944588, 0.16320808058749003, 0.16110829703950152, 0.15902705925506813, 0.15694722075269044, 0.1548879014461082, 0.15284950115420334, 0.15081606059774605, 0.1488050678947057, 0.1468013061775299, 0.1448212362687846, 0.14285035528421394, 0.1409041522070686, 0.1389688099366667, 0.13704544601078342, 0.1351350932550292, 0.1332387032249046, 0.13136951956418838, 0.12950325811505317, 0.12765336993694604, 0.12583188251591468, 0.12401634227326182, 0.1222082400827263, 0.12042983331705635, 0.11866035649484284, 0.11691089739114915, 0.11517218250543323, 0.11345458711916395, 0.11174926593328448, 0.11005714640052058, 0.10837907833603119, 0.1066992839695243, 0.10506812860452465, 0.10348343443814645, 0.10186727371741239, 0.1002242575365648, 0.09870158623443963, 0.09708272792330559, 0.09557987170854296, 0.09405422099948813, 0.09250959232295529, 0.09101110641323641, 0.08949697702953284, 0.08802839342926709, 0.08660326341756576, 0.08516511623935805, 0.08371693963804576, 0.08231275966446895, 0.08090087285165697, 0.07953199597703174, 0.07815745376316477, 0.07682485064972186, 0.07548836940689144, 0.07419269095205797, 0.07289469251715548, 0.07159635749565808, 0.07029954796352401, 0.06904345409950817, 0.06782615632256098, 0.06657547500922963, 0.06536440678738763, 0.06419107467797841, 0.06298978175998217, 0.06182675534877594, 0.06067022039752289, 0.05952129823800512, 0.058409074054642775, 0.05727747484220708, 0.056182621109774, 0.05512274622758359, 0.05404694674277459, 0.05298221506222902, 0.05195221360511532, 0.050910718234124575, 0.049903577685990345, 0.04890829505529595, 0.04792533636720771, 0.046955114748418736, 0.04599799334565275, 0.045054288196296, 0.044124271037727134, 0.043191185456578615, 0.04228976782441662, 0.04140259642187542, 0.040529792690772566, 0.03965664937864948, 0.038799035556901285, 0.037970729211139795, 0.03714362452702318, 0.03631908686277703, 0.03552319879319763, 0.03473056014559019, 0.033953870666465664, 0.03319295746517038, 0.03243687170686043, 0.03169693983055639, 0.030962904683779147, 0.03024524019531445, 0.029543653013865592, 0.028848870088194655, 0.02817021348372223, 0.0274990076564681, 0.026835825359134247, 0.026188924169313225, 0.02555045077766027, 0.024928024836753573, 0.024314312498651514, 0.023709675214232884, 0.02311442982146716, 0.022535029574536018, 0.02195911947838728, 0.02139903907861825, 0.020848795166817348, 0.020308540061870908, 0.01977839527237443, 0.019253551529818745, 0.01874406704146361, 0.018244886854808375, 0.01775167311706041, 0.017269118889072656, 0.0167971844273598, 0.016335813125649027, 0.015881219839084592, 0.015437324718678942, 0.015004012728320082, 0.014577870179542771, 0.014159156642265622, 0.013751122866833262, 0.013353588976593259, 0.012960793654798531, 0.012578577488321807, 0.012204156910067404, 0.011837627463609732, 0.011479059864639726, 0.011128501821960166, 0.010788143031204941, 0.010453572805711804, 0.010127037922217289, 0.009808510824508756, 0.009496129678878903, 0.009191813687117625, 0.008895485167263618, 0.008605462116633322, 0.00832337892041749, 0.00804766343010509, 0.007778386118427442, 0.007515596068607058, 0.007263138135630937, 0.007014435808332162, 0.006765193954267747, 0.006538490857001353, 0.006300430703928909, 0.006083604791210516, 0.005857100325327077, 0.005650544285613573, 0.0054445279208073264, 0.005239729790944994, 0.0050526354809798234, 0.004858838649815337, 0.004674407764317213, 0.004498773217341729, 0.004324878502811535, 0.0041593801809225745, 0.003995860624353851, 0.0038347109837222294, 0.003681607321596958, 0.003530986256016024, 0.0033879501609961372, 0.0032520271128439818, 0.0031141031277676324, 0.0029833174845608056, 0.002859216950327884, 0.0027339869180415524, 0.0026188939664270857, 0.0025030083314711406, 0.0023932937012140186, 0.0022863780599831638, 0.0021823681360175996, 0.0020840055217865236, 0.001988407374286279, 0.0018956417909212048, 0.00180800039642812, 0.0017230261240882697, 0.0016407571359108163, 0.0015612180233952958, 0.0014844208818852694, 0.0014120384661347753, 0.0013406179653678444, 0.001273397298174631, 0.0012086904964218597, 0.0011464756190592692, 0.001086723495737078, 0.0010293985305365795, 0.0009744594647257765, 0.000922879478839209, 0.0008725055762454869, 0.0008243702943026671, 0.0007784163422302902, 0.0007345839302279305, 0.000692811272963131, 0.0006530350517609984, 0.0006151908369471301, 0.000579213471975881, 0.0005444781271548154, 0.0005120751618955387, 0.000480853977638074, 0.00045084999818969775, 0.00042292881798646994, 0.0003961443994046978, 0.000370875790189046, 0.0003470517350388865, 0.00032428983829112067, 0.00030288177261458257, 0.00028275817043189275, 0.0002636031928484577, 0.00024540863693142673, 0.0002283740960760645, 0.00021243327440623232, 0.0001973418186196054, 0.0001830820048150076, 0.0001697868376960341, 0.00015725488825961813, 0.00014546361010387367, 0.00013438867666276544, 0.000124113609523354, 0.00011448391108282822, 0.0001054739624297473, 9.714132784917887e-05, 8.928436245427801e-05, 8.203777097773792e-05, 7.522869135276328e-05, 6.890703673021515e-05, 6.309917092273324e-05, 5.766893228977495e-05, 5.2649013197822165e-05, 4.801480562122975e-05, 4.3706845389317e-05, 3.9776799477550764e-05, 3.613413417655627e-05, 3.276624810502283e-05, 2.9707150779335874e-05, 2.6865406741920612e-05, 2.429221344929836e-05, 2.1911360896783535e-05, 1.9746733038103762e-05, 1.77673030664823e-05, 1.597341815382353e-05, 1.433863937676583e-05, 1.2852067422641815e-05, 1.150313417729497e-05, 1.0281653201608827e-05, 9.177859329977878e-06, 8.182438405363003e-06, 7.286548164581646e-06, 6.47720210112531e-06, 5.756349845458108e-06, 5.107795473468336e-06, 4.525984348775525e-06, 4.008272961365216e-06, 3.5484517142669873e-06, 3.138719364858423e-06, 2.774629374195123e-06, 2.4535441176336524e-06, 2.169531459661111e-06, 1.914313883724483e-06], 'MSE': 36435.8206430812, 'R_2': 0.7357163197275771, 'U_norm': [-93.46921786186559, 0.02139731479819469, 0.08395149117577308, 0.084610949377143, 0.09005142862267045, 0.08524529742378215, 0.08853351185383754, 0.08156083476855094, 5.385425372653627, 46.48831555528574, 42.775414824907294, 1.3621222137016162, 0.04907685541101166, 0.04587109689249306, 0.022515899557002318, 0.004378370939844762, -0.01828611215625777, -0.03834464233980814, -0.06021576733469398, -0.07677704912434598, -0.0948780749595372, -0.11738602875137219, 0.009543020021839684, -0.9323119975355106, -0.1265273584372529, -0.10826659662943885, -0.10175330967929007, -0.0939425820965425, -0.08511194102737538, -0.07613367214495609, -0.06755212636700722, -0.05841675648274959, -0.049825888113865735, -0.042655305855106865, -0.03565871459066071, -0.029038987835770986, -0.023478685837368982, -0.01889367327377227, -0.014289387489220007, -0.010249428991423472, -0.006932303088955172, -0.004096722174311547, -0.0016773243697841933, 0.00034987843920181004, 0.001994296485468005, 0.003276564780630014, 0.0042617480799881395, 0.005028018051411037, 0.005593995872434522, 0.0059364778712413455, 0.006099675986260225, 0.006096149348192039, 0.005993441104766643, 0.005804862053422971, 0.005546067738568895, 0.005226869972444602, 0.004864294978096335, 0.00447456476006939, 0.004069248856555858, 0.0036580426322723393, 0.0032489368680640542, 0.002848395733586178, 0.002461535877580597, 0.0020923006832347627, 0.001743625107244674, 0.0014175878574441516, 0.0011155488977790456, 0.0008382713482146075, 0.0005860277447828185, 0.0003586913234810417, 0.00015581349102200236, -2.331104178494128e-05, -0.00017958983761340004, -0.0003140873793249197, -0.0004279872272065911, -0.0005225602828902458, -0.0005991379517306163, -0.0006590892082695077, -0.0007038007809219292, -0.0007346598664520577, -0.0007530389541276483, -0.0007602824792474257, -0.0007576951347970121, -0.0007465317492602638, -0.0007279886885698779, -0.0007031967649490887, -0.0006732156387564229, -0.0006390296892765506, -0.0006015453105393436, -0.000561589564685674, -0.0005199101001851077, -0.0004771762193553, -0.00043398096087317913, -0.0003908440491550266, -0.0003482155537784915, -0.00030648009942219897, -0.0002659614695982666, -0.00022692745608389358, -0.00018959481897972715, -0.00015413423889532952, -0.00012067516092533705, -8.931044913003856e-05, -6.010078914259601e-05, -3.307879383954328e-05, -8.252783699067694e-06, 1.4389772651303704e-05, 3.487915943985311e-05, 5.3260648488881756e-05, 6.959205123547035e-05, 8.394156617542072e-05, 9.638589526931724e-05, 0.00010700860111820487, 0.00011589867615409808, 0.00012314929590248375, 0.00012885673017631663, 0.00013311938851719716, 0.00013603697863920767, 0.00013770975971788565, 0.00013823787535015373, 0.0001377207541898116, 0.00013625656839132364, 0.00013394174250636563, 0.00013087050691709613, 0.0001271344915981571, 0.00012282235749756166, 0.00011801946369072028, 0.00011280756932962906, 0.00010726456955299042, 0.00010146426454449981, 9.547616079674937e-05, 8.936530383583884e-05, 8.319214117507876e-05, 7.701241470770894e-05, 7.087708164220754e-05, 6.483226318483561e-05, 5.891922050900988e-05, 5.3174357667222014e-05, 4.7629251436312676e-05, 4.231070861074035e-05, 3.724085163457039e-05, 3.243723406787677e-05, 2.791298792458599e-05, 2.367700480707584e-05, 1.9734153146856234e-05, 1.608553293863063e-05, 1.272876843536783e-05, 9.65833767955588e-06, 6.865935639545832e-06, 4.340865370641063e-06, 2.070449284893922e-06]}, 'iteration_11': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-17601.680289189415, 2.003567436372239, 1.9104061739458575, 1.7771414877005116, 1.591687730369702, 1.3403345562463418, 1.0083288783243347, 0.5808298793490673, 466.47816777137393, 11563.892857374236, 6197.131938665753, -2.2973587175038634, -3.277321210624303, -4.318863449361324, -5.396260918334337, -6.477268795068464, -7.5278488228550815, -8.51465192359656, -9.40730458556091, -10.180384732334808, -10.814746913244328, -11.097016504941271, -11.088787868019834, -263.30380107302665, -10.599598114843367, -10.160061755851114, -9.624461676163476, -9.01789114780821, -8.36408200862435, -7.684478902562357, -6.997690416354922, -6.319229056587121, -5.661482690375965, -5.0338690427941435, -4.443109106197785, -3.893566026373916, -3.387619657750953, -2.926040663201072, -2.5083388422819595, -2.133079819640158, -1.7981573747430875, -1.5010215147835781, -1.2388637561897229, -1.0087622608595364, -0.8077921859987564, -0.6331060830047296, -0.48198970630036375, -0.3518980740497164, -0.2404759823916098, -0.14556689525836206, -0.06521320846340634, 0.0023495374149045717, 0.05870247977612697, 0.10525574277929517, 0.14326206713822903, 0.17383091081480936, 0.19794241872212995, 0.21646085198210663, 0.23014721318910938, 0.23967091432700818, 0.2456204144853728, 0.24851281352425966, 0.24880242805785488, 0.24688840303593998, 0.2431214285491319, 0.23780963976908956, 0.23122378077840394, 0.223601711611757, 0.21515233402960393, 0.20605900637708877, 0.19648251204285294, 0.18656364022504351, 0.17642543160752278, 0.16617513580105045, 0.15590592171345227, 0.14569837672873992, 0.13562182572645146, 0.12573549647394688, 0.11608955400643042, 0.1067260230198402, 0.09767961426392437, 0.08897846819338438, 0.08064482715501627, 0.07269564548054332, 0.06514314548127105, 0.05799532601910992, 0.05125642906815808, 0.04492736884343587, 0.039006127035096975, 0.033488117165303116, 0.028366520404410088, 0.023632594902845253, 0.019275960268808404, 0.015284858773707116, 0.011646394610951525, 0.008346752481488182, 0.005371396611484645, 0.0027052512471663873, 0.00033286365090540876, -0.0017614495585504067, -0.0035934717008501062, -0.005178970090645421, -0.006533593904661707, -0.007672784905901237, -0.008611700175652567, -0.009365145855375399, -0.009947521130775372, -0.01037277161744694, -0.010654351392706573, -0.010805192964963625, -0.010837684457578663, -0.010763653275875076, -0.010594355553524728, -0.010340470740346015, -0.010012100622150872, -0.009618772266471799, -0.009169444269240027, -0.008672515808365337, -0.008135838081256707, -0.007566727691733126, -0.006971981650098977, -0.006357893621267117, -0.005730271115108992, -0.005094453278070134, -0.004455329050287285, -0.0038173554665249616, -0.0031845758980435382, -0.002560638065220894, -0.0019488116967079734, -0.0013520056726524822, -0.0007727845424166496, -0.0002133843414315281, 0.0003242723570288989, 0.0008385621418118284, 0.0013281472315814643, 0.0017919625853862085, 0.002229203590265311, 0.0026393141878941384, 0.003021975244437274, 0.0033770929698021986, 0.003704787110968271, 0.004005378675548547, 0.0042793768417481596, 0.004527464819484403, 0.004750484374636108, 0.00494941888182847, 0.005125374829994985, 0.0052795618616632515, 0.005413271581780295, 0.005527855556254031], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [181.11897074741418, 7210.73855559134, 3408.507115465731, 1377.9516531632623, 460.2974866473784, 63.77506812804474, -98.81456797223105, -158.12656932621002, -173.0500289005258, -169.66994455262017, -159.36813203157894, -146.97317008708868, -134.53001720419434, -122.71066477379316, -111.86376465957474, -101.94994344718766, -92.94366714886547, -84.84354710273001, -77.5144872975876, -70.8911522540411, -64.91059464938499, -59.547578638128776, -54.67479385386401, -50.30622034760468, -46.33825177045272, -42.75765065825164, -39.524724187211675, -36.60328306284981, -33.94579215411646, -31.540328685326525, -29.34778467305303, -27.357576124944586, -25.537824664786882, -23.879610399418294, -22.35715729686899, -20.95649080172172, -19.664982887134695, -18.471276067159074, -17.365199745073838, -16.33305206977628, -15.376420476302389, -14.479204078015304, -13.639602182370012, -12.84864646679506, -12.105153500362468, -11.401836392102425, -10.73538959697562, -10.102871368446047, -9.503952805130382, -8.93158660984173, -8.386155408308541, -7.865816691233404, -7.367169520891766, -6.890711797450807, -6.4350961809949085, -5.996192091095679, -5.570670429657437, -5.1713684471269685, -4.782544249380596, -4.4158840345573935, -4.047905652660096, -3.711297529182843, -3.3737060693720675, -3.055146912153186, -2.7455321224148417, -2.4530607226595884, -2.1687485768830657, -1.8926666673370347, -1.6248481569785111, -1.3652921831518305, -1.1200761882285577, -0.8823543473472788, -0.652097930452544, -0.4344146507903628, -0.21862432582305355, -0.014705420091839665, 0.18256743123097574, 0.37327534448373084, 0.5575132109018974, 0.7353877255380608, 0.9070155807129497, 1.069237321519863, 1.2289362421465886, 1.382773042185238, 1.5308899028752585, 1.6708176268428112, 1.8080791932143363, 1.9400547536265103, 2.066894274460445, 2.188747641275911, 2.3077228932346108, 2.4199400246013822, 2.529363121110557, 2.6325531726088207, 2.734595264891502, 2.8307174154131602, 2.9227126108588384, 3.0120213694347933, 3.098558311877665, 3.179969890674539, 3.2587712236931243, 3.334909707085811, 3.407398904965216, 3.4763907541488335, 3.542867195473981, 3.606027878949052, 3.6667502203721907, 3.7250306171202605, 3.780231436306183, 3.8330935595688764, 3.8836309927877317, 3.931340914757188, 3.9768447707682593, 4.020168521247986, 4.061342868648129, 4.1000105825034385, 4.137022861956903, 4.171662316426667, 4.204671616512535, 4.2354464996230075, 4.264631382554172, 4.291721968132325, 4.317273954055789, 4.34107425823257, 4.363174357817491, 4.383793753125484, 4.40278409302991, 4.42019970908174, 4.43621649435336, 4.4507385028549, 4.463820452572988, 4.475684026759192, 4.486096165663748, 4.495330594408545, 4.503275313799388, 4.510027598696784, 4.515613889861522, 4.520062233768428, 4.523402007742785, 4.525652500713831, 4.526874067251143, 4.527080316104768, 4.526303659381052, 4.524563688726225, 4.521896176885238, 4.518335017464682, 4.513913887808578, 4.508634832574625, 4.50251957018796, 4.4955910540572335, 4.4879150234106975, 4.479480398872797, 4.4703118826423625, 4.460434695843928, 4.450082825879217, 4.438927605400325, 4.426807991940283, 4.414295961344455, 4.4014380007296, 4.387671090911866, 4.373614811098745, 4.358680610646007, 4.342876209824336, 4.327502392325097, 4.311312426324485, 4.294318553030039, 4.277196854768354, 4.259311856276776, 4.240681616834886, 4.222662800320268, 4.203275981886017, 4.183878510960303, 4.164491893218678, 4.144468319447057, 4.123830282381801, 4.102601546414083, 4.081465780201611, 4.060437623049798, 4.038878391545505, 4.016812124042461, 3.9942634439907914, 3.9718938238567065, 3.9490807920124817, 3.925848787050823, 3.9022223907806426, 3.8788382707342417, 3.855095303547592, 3.8310170944219526, 3.807218450037895, 3.7825324293854297, 3.7581570559671333, 3.7335229543529143, 3.7086517513119683, 3.683564652341666, 3.6588281365284128, 3.6333629291485434, 3.608272208719104, 3.5825073333107946, 3.5571383895280677, 3.531147778188532, 3.5055720172451603, 3.4794247593415224, 3.453708739853701, 3.427468891600564, 3.4012092489360226, 3.3754006997576576, 3.3491349428010415, 3.3228896964986956, 3.2962442500274007, 3.2700837230766924, 3.2435611303162037, 3.2171194202286415, 3.1907680847270523, 3.164122122961777, 3.137598914744859, 3.1112059636316496, 3.0845788864238433, 3.058110123501623, 3.031805309391354, 3.00532000734446, 2.9790225797739147, 2.9525814044708274, 2.926020620180463, 2.8996851129914374, 2.8732618288623515, 2.8470805930560963, 2.820840431362257, 2.7945611502416514, 2.7682616368176327, 2.7422426643915245, 2.716226178784646, 2.689958014763868, 2.664265639576783, 2.6383519402864217, 2.6125014714269024, 2.58672736082248, 2.561041954375499, 2.5354568391791625, 2.5099828676102267, 2.4844044122194258, 2.4591876177372916, 2.4338947245522147, 2.408548832697558, 2.3835830910589784, 2.358587821523116, 2.3335832139301296, 2.3089713576920676, 2.2841822022859044, 2.2596116772622143, 2.2350848083932195, 2.2107910737430947, 2.1863930646398226, 2.1622483152729832, 2.138195980179433, 2.1142482783126715, 2.0904166061073943, 2.066711567395499, 2.043143003834245, 2.019720025620331, 1.9964510422884654, 1.97320796885577, 1.950140469351523, 1.9271256647741257, 1.9043048092152857, 1.8815600673061967, 1.859024699781523, 1.8364691645671887, 1.8142552722020697, 1.791823002311079, 1.7699636597044086, 1.7476020605174831, 1.7258201847435364, 1.7045937273271268, 1.6829272731252034, 1.6618204744764251, 1.6403273430797276, 1.6193952838892813, 1.598125789827259, 1.5774162467717006, 1.5572429020860121, 1.536775081361742, 1.5160544404707652, 1.4958859633253219, 1.475500863166807, 1.455660825493742, 1.4356366839366677, 1.4161490477083605, 1.3965064382865127, 1.3773905558040045, 1.3581457245740158, 1.3388011631908736, 1.3199831347028985, 1.3010860882579747, 1.2827020352913459, 1.2642572605372882, 1.245775258493678, 1.2277994739184293, 1.2092935317301852, 1.1917986458197711, 1.1738131362953488, 1.156327763131939, 1.1388672247162648, 1.1214479866036138, 1.1040854360814714, 1.0872097550028248, 1.0703948552345262, 1.0536538633415697, 1.0369989716853005, 1.020441470727305, 1.004352173363952, 0.9880095124739269, 0.9721334156230108, 0.9563722710064735, 0.9407341287632779, 0.9249145091744965, 0.9095527204627342, 0.8943338057176735, 0.879263230856527, 0.8643458961712092, 0.8493168895071738, 0.8347264193254956, 0.8200468000318178, 0.8057958927026039, 0.7914757028868429, 0.7773415103492344, 0.7633944639877154, 0.7496353901736954, 0.735852642086397, 0.7222711694242752, 0.7088903793804239, 0.6955157120428095, 0.682351447261784, 0.6693958473921021, 0.6566470374260684, 0.643759925711081, 0.6312623716400413, 0.6188135010098299, 0.6064251277254624, 0.5942597999405549, 0.5821666766066635, 0.5702978783800806, 0.5585109743893674, 0.5469483168297634, 0.5353456387750699, 0.5239739262829213, 0.5127059714654325, 0.5016659836685552, 0.490619536400993, 0.4798043608637988, 0.46899962341368057, 0.4584277387848778, 0.4478807768398565, 0.43756674586531374, 0.4273844666599574, 0.4172448540555704, 0.40724734413464014, 0.39739341227607944, 0.3876842172730305, 0.37804020632244173, 0.36862536676811786, 0.35920627960300366, 0.3499434159899545, 0.3408361942422215, 0.33181559214395956, 0.3229533588442729, 0.314184303989561, 0.30551324479663694, 0.29700426797862806, 0.2885397005726498, 0.2802406323810745, 0.27205043576553495, 0.26397185323196726, 0.2560072512795813, 0.24815864393431486, 0.240380510603254, 0.23277021631847747, 0.2252359276635539, 0.2178255240624024, 0.21049828061077114, 0.20329835045831693, 0.19618719341760008, 0.18920550630625563, 0.18228103101936005, 0.17552412194896816, 0.16876310925566324, 0.16220405992142542, 0.155869689700159, 0.14944829858314043, 0.14296068721509098, 0.13698505022848925, 0.1309407843487719, 0.12484611665631329, 0.1189690822203258, 0.11305660513850675, 0.10735735998621702, 0.10186044901399662, 0.0963387078247043, 0.09101478348707494, 0.08567702245813263, 0.08033778614618556, 0.07519544830867116, 0.07023985106699471, 0.06528783883281669, 0.06034946211478485, 0.05559486293815627, 0.050859621075682294, 0.0461521246524844, 0.041623341769188305, 0.03726394146570074, 0.03279966988044335, 0.0286353538603162, 0.02437907035803429, 0.0202871270929017, 0.01623741781587422, 0.012234971015555374, 0.008389028640363219, 0.004590689867765621, 0.000844001703744137, -0.0028473938164534493, -0.00639124346690472, -0.009880889629039427, -0.013313461576093845, -0.01668642077830836, -0.019922115200959056, -0.02317262446919684, -0.026288318328364816, -0.029342941797170865, -0.032335062602357106, -0.03526348420957755, -0.038127230630489145, -0.04092553157897936, -0.04365780804529208, -0.04632365834338364, -0.04892284467477507, -0.05145528024142193, -0.05392101693063739, -0.056320233586799454, -0.05865322487737146, -0.06095923432056591, -0.06315929467302465, -0.06533001105941054, -0.06743340657530252, -0.06947040729350937, -0.07144199117605761, -0.073349181105229, -0.07522070053386425, -0.07702727532461226, -0.07879517606507778, -0.08049822239930872, -0.08213789501960175, -0.08373700466683762, -0.0852734665689104, -0.08674888887030135, -0.0882010875468081, -0.0895743532436753, -0.09092184004022126, -0.09219397516564767, -0.09343837700170503, -0.09462463858485318, -0.09576737975304722, -0.09686612412955042, -0.09790931831042327, -0.09890940989911011, -0.09986624193414295, -0.1007797750409541, -0.10165007792071253, -0.10247731819914019, -0.10325434183673546, -0.10399685594041891, -0.10469729374336392, -0.1053561358143376, -0.10597392198698023, -0.1065561746089826, -0.10709324358217691, -0.10759527684049346, -0.10806181343746714, -0.1084858944327261, -0.10887539523054776, -0.10923014438098907, -0.10954778075364972, -0.10983126722945556, -0.11007899502607794, -0.11029340700028793, -0.11047472589011566, -0.11062233279540352, -0.11073866127266611, -0.11082251494935019, -0.11087525282775593, -0.1108973674122982, -0.1108892503837666, -0.11085158743092705, -0.11078453874022583, -0.11068891536872666, -0.1105654063542904, -0.11041377882736003, -0.11023543268313118, -0.1100299309927754, -0.10979900503964966, -0.10954202798619844, -0.10925949071770566, -0.10895192359717652, -0.10861648396922752, -0.10826755719524524, -0.10788483514539325, -0.10748692936483602, -0.10705536947701352, -0.10661025673805961, -0.10615297460822751, -0.10566326203461132, -0.10516293653970667, -0.10463083081218126, -0.10406697053007224, -0.10351761771366456, -0.10291477604207624, -0.10230504709844322, -0.10168948031607526, -0.10104507421819207, -0.10039635219697486, -0.0997199669278814, -0.09901643336192574, -0.09831070835931255, -0.09760356525772892, -0.09684686778709713, -0.0961145021415954, -0.09533392197398151, -0.09455461469305965, -0.09375290351302651, -0.09295373011981163, -0.09213351843662765, -0.09129305081181417, -0.090456956948662, -0.08957827899525148, -0.08872884746272687, -0.08783846325612706, -0.0869547983432382, -0.08605514766520711, -0.08514032877223161, -0.08421116376466008, -0.08326847611151653, -0.08233519304456052, -0.08138955464303038, -0.08043234994076393, -0.07946436145315292, -0.07848636303028038, -0.07749911791019976, -0.07650337696910724, -0.07552022608860899, -0.07450941847774281, -0.07351208585449223, -0.07248902013493048, -0.07146097529533234, -0.07044758346167307, -0.06941123305742736, -0.0683717965707346, -0.06732986511912635, -0.06628600907890904, -0.06522320485719672, -0.06417740803156154, -0.06311426335799684, -0.06205182680046924, -0.06099055967104583, -0.05993090209947844, -0.05885738859712048, -0.05778685533592328, -0.056704345981703055, -0.055626087331386645, -0.05455240136090068, -0.05346908542199762, -0.052391464043523, -0.05130582517513721, -0.050226899848113904, -0.04914145844076271, -0.04806364781251884, -0.046980711676317545, -0.04589356050276541, -0.04481548102540647, -0.04373440603274434, -0.04265115310508395, -0.04156650697044023, -0.04049264561487568, -0.039407195662179, -0.03833346402826027, -0.03726068752944456, -0.036179006795036994, -0.03511023000475912, -0.03404420757632856, -0.03297165758896886, -0.03191295098647347, -0.030849136236470797, -0.029790479569688097, -0.028737397890103752, -0.027681509506964228, -0.0266323511677734, -0.025590252142842475, -0.02454733669775291, -0.02351244801354659, -0.022478031812174455, -0.021444867328589606, -0.02042113092063946, -0.019399728621692144, -0.018381330697729376, -0.017373483459864735, -0.016362787207258544, -0.015363467783121932, -0.014362728964340725, -0.013374067034846625, -0.012385268831483357, -0.011403180729255141, -0.010428200865706793, -0.009460698229514973, -0.008495506050501967, -0.007538728087077374, -0.006585415628136086, -0.005641321192038684, -0.004701707417786384, -0.0037671633748666477, -0.0028382400178001517, -0.0019291789051068986, -0.0010260001130693822, -0.00010315650024106325, 0.0007946297662988426, 0.0017093985050990075, 0.0025988835038359076, 0.003464124325642447, 0.0043438365646484, 0.00519918095732554, 0.0060668133222853944, 0.006910069265527836, 0.007763626617338344, 0.008592902646198972, 0.009398910212234768, 0.010244363816574124, 0.011034964845171927, 0.011861659986436082, 0.012635574600132388, 0.013442477701054837, 0.014225252224802568, 0.014984938365456162, 0.015747566334815957, 0.016511842997799866, 0.017253005764422787, 0.01799488939919592, 0.01873636542684418, 0.019454939791178724, 0.020172392333153582, 0.02086762454451973, 0.021580607649677456, 0.02225196758683286, 0.022939343512323573, 0.023622456237885423, 0.024283466916598148, 0.024939927329512314, 0.025575152600910922, 0.02622109081546215, 0.026845631618114808, 0.027464228173153332, 0.02807635928791977, 0.02868154511388168, 0.029279345665937467, 0.029856752425880186, 0.03043905492289069, 0.031001118208776702, 0.031566555449397786, 0.03211199723340718, 0.03264892192066657, 0.03318725682203354, 0.033706093624247174, 0.03421579004071026, 0.034725278321068295, 0.03522465382416598, 0.03570541145611095, 0.03618464950765165, 0.03665357125072942, 0.03711214867405733, 0.03756757143747691, 0.03800515849276448, 0.038439063278587135, 0.038862141077071775, 0.03928057735290569, 0.039681965554622785, 0.04007839312042405, 0.04046925076330429, 0.04084882055150572, 0.041217258524798156, 0.04157944830876231, 0.04193041702579642, 0.04227466774196946, 0.04260768915192828, 0.042933624620942315, 0.043252140298312605, 0.043559368615847104, 0.04385895834469232, 0.044150661335951955, 0.04443118800393888, 0.0447037327862099, 0.04496812011873569, 0.04522420068186828, 0.045471849942606994, 0.045710966712097484, 0.04593925366589293, 0.046161214463876395, 0.04637446075555684, 0.04657897095570945, 0.04677474008608361, 0.04696177855337017, 0.04714011097645599, 0.04731120003089717, 0.04747347580931477, 0.04762701051488348, 0.04777302847085096, 0.04791030407242675, 0.048039917558783375, 0.04816085258016502, 0.04827405356576825, 0.04837869548747936, 0.04847559505179248, 0.04856469962566089, 0.04864597599819337, 0.0487194090898347, 0.048784593394895284, 0.0488424194062491, 0.0488924507708369, 0.04893449316726309, 0.04896913445601747, 0.048996289507337844, 0.049015711690361986, 0.04902772510335629, 0.04903229303194283, 0.04902948954004187, 0.049019389066793345, 0.04900200749641777, 0.04897737144958268, 0.04894552198873366, 0.048906087500169226, 0.04886041249300141, 0.04880892684390498, 0.04874904823639051, 0.04868038139760162, 0.04860957774339243, 0.04852657439930527, 0.04844223599616947, 0.048349287261401995, 0.048247490841463674, 0.04814117296815151, 0.04802600712905535, 0.047906704296950424, 0.047783610870337195, 0.04765191527878961, 0.04751153379186763, 0.04736779857512528, 0.04721553069382732, 0.04706031040903746, 0.04689674604810906, 0.04673062643467267, 0.04655638000930283, 0.04637996784711327, 0.04619566886955767, 0.0460035534079858, 0.04580371159755718, 0.04560237411277039, 0.045399774313092764, 0.04518375303394169, 0.04496678134765837, 0.04474906847471056, 0.04451831909821852, 0.04428715670610041, 0.044049509541023255, 0.0438055451515978, 0.04356168984519637, 0.04330561901780316, 0.04305000636481668, 0.04279499851220776, 0.04252834396898396, 0.04225646643184529, 0.041985705410344035, 0.04170395363202194, 0.041423659838548364, 0.04113888241471457, 0.04084982105512957, 0.04055667636730831, 0.04025964928488103, 0.03995894052157552, 0.03965475006578749, 0.039341500570079256, 0.039030992684196825, 0.03871759591093065, 0.038401502937375966, 0.03807734271382261, 0.03775097838009505, 0.03742804117554741, 0.03709776648136169, 0.03676051416325226, 0.036427166736167846, 0.03608731404056119, 0.03574644707024251, 0.035404729271395825, 0.03505731668807846, 0.034709497053343544, 0.034356550892625244, 0.034003625336984256, 0.033650859573941976, 0.03329372191145916, 0.03293714202698974, 0.03257671434895032, 0.03221276224182696, 0.031849993562680166, 0.031484192885485054, 0.03111991780801009, 0.030753079233278337, 0.030383971237761945, 0.03001288149177166, 0.029644065200784084, 0.029269778279244006, 0.028898167495792878, 0.02852551811157163, 0.028152082208997984, 0.027778104236541364, 0.02740025588047671, 0.027025962957574493, 0.026651813971333083, 0.026274656907472996, 0.025898193157230086, 0.025522617995754903, 0.02514811868343216, 0.024771770153673243, 0.024396975325960402, 0.02402389565978884, 0.02364976998740138, 0.023274930014019535, 0.022902486978512507, 0.022532567165607104, 0.022159948703599438, 0.021790320956412305, 0.021421231618883776, 0.021052947328050454, 0.02068572339276639, 0.020319803840585685, 0.019957744608456927, 0.019595065813595373, 0.019234357527334253, 0.01887581976140654, 0.018517535617779857, 0.018161894979925767, 0.017809064047594622, 0.017457247709134063, 0.017108643540251642, 0.016761533898688646, 0.016416189109648798, 0.016072865600835314, 0.015736930485979773, 0.01539988669315655, 0.0150557665748704, 0.014737008862393137, 0.014396118680723064, 0.014079900277605677, 0.013743464688110357, 0.01343098150983114, 0.013113675398822248, 0.012792410559276504, 0.012493601599315455, 0.012178489703066921, 0.011873072542269693, 0.0115769703588606, 0.011278517922777734, 0.010989365427003364, 0.010698543312410984, 0.010406711625198569, 0.010124413474874907, 0.00984166869933236, 0.00956832375985916, 0.009303990722555815, 0.00903097780120998, 0.008767417371496748, 0.008512907078275412, 0.008251494369056232, 0.0080069743860696, 0.007756427119435493, 0.0075149991621676375, 0.007275572534542039, 0.007038507277615348, 0.0068103526883114595, 0.006584723896590125, 0.006361921540551193, 0.006147746162890851, 0.005936489283601735, 0.005728397694919518, 0.005523696598666897, 0.005322590063500205, 0.005129755357816397, 0.004936177031840269, 0.004750810411057522, 0.004569303004207481, 0.00439177833660926, 0.004218342821257825, 0.00404908646196723, 0.0038840835803553193, 0.0037265339889287004, 0.003570056030836059, 0.0034179730003661823, 0.0032703039711910287, 0.003127056114194925, 0.002988225453661184, 0.0028537976135088444, 0.002723748550585856, 0.002598045272410902, 0.002474643015384294, 0.0023576029922698087, 0.002242958374335093, 0.0021309348662148326, 0.002024949877596793, 0.0019215974630122446, 0.001822479748940053, 0.0017274929693183443, 0.0016352511024476523, 0.0015470726616397302, 0.0014628370728459728, 0.0013813550675581194, 0.0013026974078861192, 0.001227858337739921, 0.0011566980993110941, 0.0010882503697225755, 0.001022536635751192, 0.0009602896852469044, 0.0009006839912215753, 0.000843710082756424, 0.0007893476815930636, 0.0007381158422654189, 0.0006893498380116446, 0.0006430091127585008, 0.0005994872112400543, 0.0005578152476080264, 0.0005187881871706445, 0.0004815545825933619, 0.00044645552338281865, 0.0004137187807249857, 0.0003826478146371754, 0.00035349085527309397, 0.000326170335940813, 0.00030039310732106684, 0.00027652776197970697, 0.0002540815221381331, 0.00023302256274357347, 0.00021361484456217187, 0.00019532403465248938, 0.0001785222772872302, 0.0001627531323482233, 0.00014821073705190453, 0.0001347234631276761, 0.00012232797638406427, 0.00011087383305121093, 0.00010031311960218472, 9.059757804192128e-05, 8.167901919724456e-05, 7.350968953159421e-05, 6.604259262149734e-05, 5.923176689961247e-05, 5.299661928553233e-05, 4.736964038483624e-05, 4.224060520841417e-05, 3.7579304094432145e-05, 3.3377800211813156e-05, 2.9598294175608905e-05, 2.618774043786095e-05, 2.3118900411585672e-05, 2.037876513670967e-05, 1.7925089874473713e-05, 1.5692950532423877e-05], 'MSE': 35240.535166775335, 'R_2': 0.7443862066432234, 'U_norm': [-97.18297450828958, 0.011062162242214502, 0.010547797224625602, 0.009812011868145122, 0.008788078500703157, 0.007400299111913163, 0.0055672184739289305, 0.0032068969797787853, 2.5755345593364796, 63.84694451387207, 34.21580811178316, -0.012684252299293208, -0.01809485335688061, -0.023845450525643755, -0.029794012767556964, -0.0357625089112141, -0.041563005817297084, -0.047011375462038346, -0.051939918616280195, -0.056208274077942336, -0.05971073535683606, -0.06126921148432245, -0.06122377926427098, -1.453761582258241, -0.05852284875470686, -0.05609606619363254, -0.05313889346718037, -0.04978987637187304, -0.046180043909138435, -0.04242779695049204, -0.03863587783532229, -0.03488993472376211, -0.03125836391403219, -0.0277931628586841, -0.024531439721147977, -0.021497284445044534, -0.018703836760697836, -0.01615535167723375, -0.013849122683892705, -0.011777230260428893, -0.00992804547295853, -0.008287489217560626, -0.006840055202626007, -0.005569611279796261, -0.004460008711107424, -0.0034955260699446053, -0.0026611773746063956, -0.001942911187910497, -0.001327723881053173, -0.0008037087163679946, -0.0003600573054150644, 1.297234303472619e-05, 0.00032411005664956607, 0.0005811414591852237, 0.0007909832237579257, 0.00095976092605454, 0.0010928861743157937, 0.0011951307553938343, 0.0012706963417718747, 0.0013232789128504686, 0.0013561274882550865, 0.0013720970966927867, 0.0013736961259543795, 0.0013631283482276571, 0.001342330005142782, 0.0013130023827156593, 0.001276640322054889, 0.0012345571037852324, 0.0011879061231580238, 0.0011376997442822147, 0.0010848256896765064, 0.0010300612892792784, 0.0009740858793497294, 0.0009174916099563326, 0.0008607928883287067, 0.0008044346561745421, 0.000748799672292445, 0.0006942149469741013, 0.000640957453057181, 0.0005892592186712136, 0.0005393118899461433, 0.0004912708368834113, 0.0004452588646576471, 0.00040136958208122534, 0.00035967047138019045, 0.0003202056961332671, 0.00028299867726697326, 0.0002480544623752634, 0.0002153619078996181, 0.0001848956908281704, 0.00015661816281504644, 0.00013048105807367272, 0.00010642706404438834, 8.439126357046172e-05, 6.430245590159539e-05, 4.608436355554461e-05, 2.9656731141084967e-05, 1.4936321912025635e-05, 1.8378177065597779e-06, -9.725373074261499e-06, -1.984039381254198e-05, -2.859429952306935e-05, -3.607349295363752e-05, -4.236323167258982e-05, -4.754720145425487e-05, -5.1707150452468204e-05, -5.4922579923608775e-05, -5.727048685788158e-05, -5.882515434822985e-05, -5.965798578424058e-05, -5.983737887891478e-05, -5.9428635490436296e-05, -5.8493903353210144e-05, -5.709214619583566e-05, -5.527913832945359e-05, -5.3107480911790816e-05, -5.06266364365247e-05, -4.7882978720204904e-05, -4.491985605146754e-05, -4.17776651032862e-05, -3.849393375188012e-05, -3.5103410786384264e-05, -3.1638160820774155e-05, -2.8127662525516873e-05, -2.4598908877241667e-05, -2.1076508202471133e-05, -1.758278489522155e-05, -1.4137878868880308e-05, -1.0759843056514764e-05, -7.464738062601174e-06, -4.266723361189741e-06, -1.1781446244393374e-06, 1.7903831730336307e-06, 4.629896800328064e-06, 7.333010055256539e-06, 9.89384259878614e-06, 1.2307951975448472e-05, 1.4572268057784107e-05, 1.6685028833594065e-05, 1.864571646594343e-05, 2.0454992105782067e-05, 2.2114628110871503e-05, 2.362743577261783e-05, 2.499718725202416e-05, 2.6228530134468727e-05, 2.7326893860184643e-05, 2.829838761216188e-05, 2.9149690108397367e-05, 2.9887932600486376e-05, 3.052057739844801e-05]}, 'iteration_12': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-18308.85286640889, -0.21158097191438904, -0.2289449931162579, -0.2593974325110125, -0.3098273590636378, -0.3877625732770129, -0.504946965004791, -0.6753880140260385, 2035.2347890100273, 11685.262647268519, 5254.32927927332, -2.164162999581397, -2.749899148071784, -3.40916665765199, -4.126557248629491, -4.879857260461037, -5.643135654746128, -6.388894356795103, -7.090226033600222, -7.722850781794051, -8.266650363325212, -8.521312002854428, -8.297684561105907, -339.85134732756234, -8.328030867409774, -8.034841464097898, -7.655986243130229, -7.210496883435888, -6.71695256011757, -6.192664974242285, -5.6531388953935995, -5.111762940837077, -4.579687746803287, -4.065855063727376, -3.577119470629882, -3.118434379313356, -2.693080089806113, -2.3028979323869025, -1.9485396412014673, -1.6296866049742265, -1.3452700347652888, -1.093658220522604, -0.8728245314641281, -0.6804895737508349, -0.5142393661352002, -0.37162045159640494, -0.25021406466781654, -0.14769165122224162, -0.06185417892955926, 0.009342152474142624, 0.06777131747243674, 0.11513171969879883, 0.15294720694141645, 0.1825730569514367, 0.20520541949972804, 0.22189297094702629, 0.23354978797576936, 0.2409686702953336, 0.2448343368203209, 0.24573608478056985, 0.2441796377950496, 0.24059801854122273, 0.23536136674953045, 0.22878568674213207, 0.22114055393800588, 0.21265583997809293, 0.20352753463258827, 0.19392275153613384, 0.18398400768641016, 0.17383286445444288, 0.16357301323942547, 0.15329288237246627, 0.1430678343373646, 0.1329620147023689, 0.12302990639926221, 0.11331763577236117, 0.10386407021327498, 0.09470174140923945, 0.08585762288298435, 0.0773537863009659, 0.06920795704960557, 0.06143398643977614, 0.054042255373568895, 0.047040021995504826, 0.040431724134104174, 0.034219245569651044, 0.02840215366892024, 0.02297791456185668, 0.01794209074145075, 0.013288524953603794, 0.009009513258388113, 0.005095969409034355, 0.0015375820622559717, -0.0016770341708907742, -0.004560193259797269, -0.007124997547604591, -0.009385202864541238, -0.01135508912468392, -0.013049336791155905, -0.014482909696371303, -0.01567094461479972, -0.016628648049987264, -0.01737120053083873, -0.01791366870477874, -0.01827092533353571, -0.01845757726769545, -0.01848790135676374, -0.01837578819625592, -0.01813469363837604, -0.017777597801127736, -0.017316971342122726, -0.01676474855583808, -0.016132306849904868, -0.015430452125811116, -0.014669409492604764, -0.01385881881921811, -0.013007734586199145, -0.012124629502398012, -0.011217401458880841, -0.010293383361435213, -0.009359355455595372, -0.008421559720409734, -0.007485715951081975, -0.006557039121238355, -0.00564025770406513, -0.004739632655017023, -0.0038589767572437318, -0.003001674151693476, -0.00217069976386772, -0.0013686384727762662, -0.0005977038153550227, 0.000140243920713802, 0.0008436803000063527, 0.001511400110577851, 0.0021425014892861374, 0.0027363707788615878, 0.003292668010147627, 0.0038113128925333583, 0.004292471120856635, 0.004736540805194272, 0.005144138715110878, 0.00551608605775244, 0.005853393461664697, 0.006157244824353949, 0.006428979788096768, 0.006670074620843177, 0.006882121460415988, 0.0070668059975950714, 0.007225883871342819, 0.007361156263946883], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [175.43588158329416, 7342.079923472581, 3405.0262861101114, 1338.5390229570337, 420.9825663587982, 32.309191952683584, -122.79096095824521, -176.42456233634627, -187.19607567328512, -180.6854770596569, -167.897663212862, -153.43105979252329, -139.21373374960933, -125.83754282369456, -113.62732668973197, -102.51096545600356, -92.4491456231696, -83.4351968014325, -75.31541990309408, -68.01462213700869, -61.46018016588203, -55.6202912351807, -50.3520952029121, -45.66614687408598, -41.4464179210317, -37.67413012599525, -34.30226853728728, -31.28788047208539, -28.577027780020682, -26.152722662319643, -23.970795718663716, -22.01612367831241, -20.25296747457707, -18.668489160276568, -17.23408582367591, -15.933029548534066, -14.750254976663665, -13.672266594276916, -12.687035564501302, -11.779847443182327, -10.949747884769126, -10.180647234394433, -9.469187633608081, -8.80615240376696, -8.189130716718346, -7.610831780468755, -7.0674906837423475, -6.555801531162608, -6.074698491974112, -5.617856158084113, -5.185032995032318, -4.774289312809803, -4.38254940465517, -4.0098766704668884, -3.6549348278133365, -3.3142838099553784, -2.9851767116946992, -2.6773646216893954, -2.3785663570630247, -2.0976480426521986, -1.8165563721953342, -1.5601769567214485, -1.3037888449480994, -1.062560164130912, -0.8287897393824145, -0.608614180464482, -0.39521993384861687, -0.18864052153357644, 0.011118925269735628, 0.2040789438722048, 0.38576497165921286, 0.5612916598693565, 0.7306981829863932, 0.8902667003172889, 1.0478450471552365, 1.1961648665378803, 1.3390673203607963, 1.4766305593360711, 1.6089433306545755, 1.7361034043385597, 1.8582161276654046, 1.9730735137528845, 2.085571663162561, 2.1933635392124966, 2.296573177284057, 2.3935206480485944, 2.488057050434989, 2.578386672006721, 2.664638050416053, 2.7469392321154245, 2.826726130976272, 2.901423815639205, 2.9736992405314004, 3.0413080777117276, 3.10759720668817, 3.169481618140101, 3.228158467856192, 3.2845628704629535, 3.3386456972525047, 3.388966902340204, 3.4371126453942864, 3.4830581589069447, 3.5262288560030375, 3.5667483232098967, 3.605215013524027, 3.641187854736899, 3.675189722544963, 3.7072313640005117, 3.7369870635248748, 3.7648820043889026, 3.790939217418791, 3.814926759271347, 3.8371852788231884, 3.8577456779703985, 3.876642052712295, 3.8937413332345225, 3.909441636959352, 3.9234608997636453, 3.9361239701547537, 3.9472238552802548, 3.957019860851621, 3.9653701737965714, 3.9724756827162713, 3.97829694221412, 3.9828795462286175, 3.9862927848439766, 3.988537829455248, 3.9896611633472725, 3.989704589209795, 3.988700799541257, 3.9866953747159637, 3.9836803055319505, 3.9797584023636494, 3.974876721559503, 3.969132648212474, 3.962520495499291, 3.9550681724065107, 3.946804328769949, 3.937758157076201, 3.9280245742189046, 3.9175058443126067, 3.9062936037501355, 3.894417605952083, 3.881830884660543, 3.8686349971484604, 3.854859553652447, 3.8405336467084625, 3.825602131374968, 3.8100891201553737, 3.7940191515644126, 3.777503945091843, 3.7604830351895515, 3.74298093939928, 3.7250221214614134, 3.7069868515671405, 3.688277223654284, 3.668647158406718, 3.649012547108204, 3.6293962585267407, 3.6089296383712304, 3.58852494106258, 3.567317896226023, 3.5453374786359326, 3.524357334016615, 3.502642867659125, 3.4802240286477817, 3.4579839542529713, 3.4350879830116745, 3.4115680378534528, 3.3891115183860867, 3.3652424813730972, 3.34163866697385, 3.3183041360395835, 3.2944513489173026, 3.270111472139943, 3.2453158516458873, 3.22085488133754, 3.1967276311541792, 3.1721941002932112, 3.147283623645779, 3.1220252896335414, 3.0971528546709837, 3.0719670628313245, 3.0464952921852655, 3.020764409777118, 2.995460883550854, 2.9699274620964973, 2.944188949830181, 2.9188961782628136, 2.8928078847847405, 2.867189103570149, 2.8414351062872485, 2.81556712271443, 2.789605626295204, 2.764130990079909, 2.7380299417783966, 2.712431492441426, 2.6862637267136655, 2.6606115124171184, 2.6344436458674783, 2.6088015894939103, 2.5826940689715263, 2.5571200541880983, 2.5311273031081893, 2.5052154282870216, 2.4798439890636557, 2.4541175774085713, 2.428504065605813, 2.4025925516294904, 2.377241168394587, 2.3516264224384744, 2.326175524713091, 2.3008949217887675, 2.2754144369245926, 2.2501322959933145, 2.2250528970576053, 2.1998289217709925, 2.1748310118101104, 2.1500617405144387, 2.1251955435012104, 2.1005770039518845, 2.0758943126081766, 2.0511699222504762, 2.026723386015085, 2.002262549159223, 1.978091196354601, 1.9539298617171275, 1.9297962736378116, 1.905707160374431, 1.881936303378603, 1.8582279378811426, 1.8343506030299035, 1.8110546845620101, 1.7876155935473612, 1.7642906436789443, 1.7410906565584234, 1.7180256768507198, 1.6951050030098134, 1.6723372182180791, 1.6495291357243274, 1.6270952033177393, 1.6046447071297225, 1.5821981759790298, 1.5601378891758384, 1.5381004886696354, 1.516103594440932, 1.494499546183087, 1.4727870867989747, 1.4513126574919375, 1.4299223774881995, 1.408780527311616, 1.3875929406188718, 1.366669538405932, 1.3458698489847796, 1.3252037821248515, 1.3046804720021432, 1.2843083110040614, 1.264094983484996, 1.2440474992799653, 1.2241722268095654, 1.204359262048925, 1.1847356428589113, 1.1651962423624243, 1.1458603604797475, 1.1266274883796583, 1.1076096201323353, 1.0886126090687793, 1.0699404330612277, 1.051122118464952, 1.0328206825561725, 1.0141358571602244, 0.9959716274597655, 0.9783050378435217, 0.9603074499984913, 0.9428090767633092, 0.9250253729796413, 0.9077399567251913, 0.8902104674134979, 0.8731761223081086, 0.8566149138267438, 0.8398445050594304, 0.8229005364037323, 0.8064407487349978, 0.7898371240516233, 0.7737094795104009, 0.7574644437235973, 0.7416860118656141, 0.7258136417415136, 0.7103975403471668, 0.6949082335549003, 0.6793700564978632, 0.6642852831819437, 0.649167692397588, 0.634490126860962, 0.6197937376922833, 0.6050977812369523, 0.5908335414993948, 0.5761790109130117, 0.5623537912015789, 0.5481702397424418, 0.534409984938371, 0.5206980279090857, 0.5070474837835738, 0.49347052703707406, 0.480302546362405, 0.46721006126111964, 0.4542033248589121, 0.441291786372547, 0.4284841223129255, 0.41606611143795846, 0.403480686329497, 0.3912821130770435, 0.3791991272811017, 0.36723769371135345, 0.35516550395621777, 0.3434701239331203, 0.33191060311406473, 0.3204907541343722, 0.3092139239278464, 0.2978801984765944, 0.28690406869896695, 0.2758880747898484, 0.26522036170055313, 0.25452762393583733, 0.24400063225893381, 0.23363967291107873, 0.2234447805486044, 0.21325916502701361, 0.20324906128585193, 0.19341336547954416, 0.1836089773566301, 0.17398552876986959, 0.1645410157046694, 0.15527334068695614, 0.14593198415954242, 0.13689934024380992, 0.1279282215529789, 0.11902736524014029, 0.11031322315342275, 0.10167737060715257, 0.09322805115607255, 0.08486344653895543, 0.07668414598350505, 0.068503195950336, 0.06051162574416349, 0.052619496937739485, 0.04491326305443701, 0.03722913627976604, 0.029732316647301554, 0.022269499211038938, 0.01499406195964096, 0.0077626133708269965, 0.0007174647494886707, -0.006211223317218315, -0.013084061045767191, -0.0198336807555082, -0.02645952784215194, -0.03296128562899979, -0.03939236974721247, -0.04564393448829659, -0.05187118809674546, -0.057967944607908814, -0.063935199051451, -0.06981848870522589, -0.075571353949703, -0.08123648522560359, -0.08681086847033599, -0.09225373697126467, -0.09764054085372575, -0.10289442535962733, -0.1080517740165765, -0.11311113481128145, -0.1180713355846417, -0.12293146487125801, -0.1277198274188904, -0.1323768930935253, -0.13695930816764695, -0.1414381696739846, -0.14583835568025372, -0.15013364682812455, -0.1543473727023503, -0.1584557836460978, -0.16250157766493947, -0.16642071045037776, -0.17031279371529928, -0.17405948528451404, -0.17764963823835606, -0.18125982201437124, -0.18487619245378378, -0.1881785526467468, -0.19148988615408566, -0.1947982524033531, -0.19795829646186408, -0.20110633753923893, -0.2041102122327127, -0.2069778449615243, -0.20982802546852328, -0.2125461086368048, -0.21524051775400785, -0.21790363017808526, -0.22043698791818817, -0.22284784872223135, -0.22522582090332827, -0.22756493422025187, -0.22978520814144587, -0.23196410025155173, -0.2340968261336321, -0.23611575736274118, -0.23802741059657725, -0.23995129647017505, -0.24171373095214105, -0.24348149804084254, -0.24514750838181895, -0.246762454767734, -0.24832386050009073, -0.24979014250084633, -0.2512038954914294, -0.252563292739947, -0.25386678130312024, -0.2550829833910274, -0.25624516398385516, -0.25735226058124466, -0.25840342823888185, -0.25937579473630673, -0.26031515746678924, -0.2611783804347875, -0.26198737349642315, -0.26274197187449655, -0.2634421556962425, -0.264088038617973, -0.2646798568228802, -0.26521795843290136, -0.26570279336583164, -0.26613490366024484, -0.2665149142831984, -0.2668435244290818, -0.2671214993122773, -0.26734966245143454, -0.2675315774738333, -0.2676619269038503, -0.2677462645554832, -0.26778302365182294, -0.26777334597061037, -0.26771838801615017, -0.2676193166398378, -0.26747481055555666, -0.26728736890337024, -0.26705462657361445, -0.2667804550634787, -0.2664662120409676, -0.2661081013162299, -0.26571170359243373, -0.2652783965996112, -0.26479680625822555, -0.2642862692929067, -0.26372805671724764, -0.2631437310559248, -0.26251261584353175, -0.2618502684921108, -0.2611499163223337, -0.26041222568817146, -0.25964653834549395, -0.25884541526169874, -0.2580096428428606, -0.25714005298762777, -0.2562375168549597, -0.2553029389794079, -0.2543467747629259, -0.2533510344618873, -0.2523260998077297, -0.2512729577048898, -0.2501926043137055, -0.2490761354419391, -0.247944323837408, -0.24677833759000997, -0.24557910522508444, -0.24436763962832708, -0.24312494242615376, -0.24185201529205091, -0.24055990167214483, -0.23923961373865463, -0.23790217697765856, -0.2365386348180884, -0.2351500544268144, -0.23374736777864716, -0.23231189471632113, -0.23086436979903094, -0.2293960015944334, -0.2279078501914652, -0.22639140449200248, -0.22486690614173066, -0.22331633681894594, -0.22175028603863214, -0.22016976192252047, -0.2185665821455081, -0.21695106116553292, -0.21531515930618197, -0.213668983873231, -0.2120046397595456, -0.21032330089932547, -0.20862612462032726, -0.20689723201187513, -0.20520560783836583, -0.20345084868022897, -0.20171788850178674, -0.1999255680943621, -0.19815669343359127, -0.1964109833767311, -0.19461036533072415, -0.192834378342593, -0.19100703140203126, -0.18913116165304492, -0.18735637851811376, -0.18546196633976827, -0.18359639302306516, -0.18175908142423036, -0.1798804001624891, -0.1780309355355111, -0.17614315436372846, -0.17421961390691132, -0.1723275364793314, -0.17046617333761357, -0.16850957543573544, -0.16664788740124825, -0.16469567426127094, -0.16277723592947435, -0.16083327916678428, -0.15892334701902192, -0.15699015439942413, -0.15503578506301094, -0.15311659799033864, -0.15112489975112414, -0.14922263002439018, -0.14725165064212162, -0.14531752535162332, -0.14336967559473157, -0.14140981626782156, -0.13943960473230485, -0.13746063971427214, -0.1355202018698583, -0.1335722191883974, -0.13161813816304951, -0.12965934807413482, -0.12769718099117788, -0.12573291200201822, -0.1237677596473503, -0.12184257895931375, -0.11987826839415201, -0.11795448166730096, -0.11599527531684921, -0.11404048241360752, -0.11212672410553035, -0.11018263982207904, -0.10824552845985111, -0.10631614365759592, -0.1043951938560604, -0.10245129779356758, -0.10054986531331651, -0.0986280656093439, -0.09671844615892312, -0.09482147118887076, -0.09293756931323043, -0.09103911613858362, -0.08915574670258403, -0.08726098914214069, -0.08538308002447574, -0.08352221063949695, -0.08165358523779043, -0.07980345403458923, -0.07794807974501168, -0.07611244160864282, -0.07427382544248241, -0.07245598957143733, -0.07063720718255143, -0.06881892919392778, -0.06702315872418167, -0.06522957221337865, -0.06343942295538185, -0.0616538937683212, -0.05989280192197015, -0.05811932733324223, -0.056371420393824576, -0.05463132387019841, -0.05288299614441624, -0.05116153909943286, -0.04945036650032741, -0.04773450712282889, -0.04604639412314153, -0.04435564658221787, -0.04267849158477038, -0.041015423313198074, -0.039353103227586575, -0.03770643937956071, -0.03607577616354951, -0.03444867583437995, -0.0328388189738077, -0.03123433317745853, -0.02963635526445883, -0.028057403997358007, -0.026486407631251447, -0.024924311657396735, -0.023382557876421173, -0.02184055442917348, -0.020319910435167315, -0.018801053262837684, -0.017304365469470576, -0.015811252296727484, -0.01433198012684651, -0.012867038628688082, -0.011416871370981817, -0.00997365240376798, -0.0085464245416476, -0.007127718162827362, -0.005726005053630487, -0.004334159818736596, -0.002952987067196481, -0.0015832294372366215, -0.0002457446315910886, 0.001080175708034473, 0.0024319823711403165, 0.003744202572512955, 0.005078331875202497, 0.006372776075634406, 0.007629286724974941, 0.008904137953206858, 0.01014109462994709, 0.011393224849662816, 0.012607672307405567, 0.013834443434723745, 0.015023895639828096, 0.016177685931680987, 0.01738551746496735, 0.018512735595194316, 0.019689085594442077, 0.020788167241865423, 0.021931862862946492, 0.023039171189119193, 0.024111750524359293, 0.025186425001145693, 0.026261343365866305, 0.02730175386180578, 0.028341192654242398, 0.029378063996994067, 0.030380991606224764, 0.031380454634731256, 0.03234713762049929, 0.03333661883717044, 0.03426657476829803, 0.03521692802539829, 0.03615957499448981, 0.037069982414933464, 0.03797240726726729, 0.038843991442880775, 0.03972858804703179, 0.04058224029711709, 0.04142615223216522, 0.042259635213291805, 0.043082061217349574, 0.043892860347579846, 0.04467446993564515, 0.04546115426532818, 0.04621898627165551, 0.046979838509756275, 0.047712298653399515, 0.048431861964444434, 0.049151825341435945, 0.049844263779154616, 0.05052308167475371, 0.05120017436849299, 0.05186238116077, 0.05249850503734784, 0.053131213468926325, 0.053748899352066906, 0.05435157108072669, 0.05494868938620316, 0.05552105204416506, 0.0560872202142057, 0.056637886493368636, 0.05718112020647464, 0.05770086436541034, 0.05821282182039602, 0.05871619718810714, 0.05920365038153611, 0.05967543608814601, 0.060137834080834306, 0.060584522572656944, 0.06102126188884434, 0.06144235831639682, 0.06185308262621725, 0.06225302054716953, 0.06263735037875895, 0.06301067279793296, 0.0633726901723522, 0.06371935865017947, 0.0640546659983371, 0.06437841217861694, 0.06469043252640165, 0.06499059563645292, 0.06527880128319208, 0.0655523290605791, 0.06581660089203754, 0.06606877534416246, 0.06630885727431418, 0.06653687315403371, 0.06675286935948145, 0.06695691053818383, 0.0671506832005975, 0.06733242467100745, 0.06750226114383996, 0.06766156789228404, 0.06780903129829333, 0.0679458394196441, 0.06807094998472711, 0.06818537509899543, 0.06828831919866687, 0.0683806294273369, 0.06846226941414654, 0.06853322795671554, 0.06859351722896943, 0.06864287803255713, 0.06868202410435169, 0.06871065720055508, 0.06872878483876435, 0.06873673825002471, 0.06873444262305474, 0.06872205849158892, 0.06869958666797277, 0.06866723144429085, 0.06862490024656202, 0.06857293520239234, 0.06851117209306314, 0.0684396775006437, 0.06835853607599085, 0.06826689440232167, 0.06816773251074917, 0.06806160258615858, 0.06794322433859919, 0.06781216522175498, 0.06768086135441576, 0.06753065679444568, 0.06738122634325427, 0.06721948147066377, 0.06704519034628782, 0.06686575564049, 0.06667386454742957, 0.06647735664289639, 0.06627666432013156, 0.06606393185952768, 0.06583912017370425, 0.06561075228095196, 0.06537058068488388, 0.0651273894870049, 0.06487271120363386, 0.0646155407937407, 0.06434723236537684, 0.0640769458940126, 0.0637958952929901, 0.06350422858852445, 0.06320211800919899, 0.0628989583345261, 0.06259502472975813, 0.0622721026544098, 0.061948858794002845, 0.06162553528650232, 0.061283891039031736, 0.06094263325633523, 0.060592772580301324, 0.060234567686994644, 0.05987742893936582, 0.05950331409100659, 0.059130746169908266, 0.058759882220609495, 0.05837290891014567, 0.0579791797451818, 0.05758784935812028, 0.05718141855180941, 0.056777844011330125, 0.056368544451865024, 0.05595380419350851, 0.05553390730086171, 0.055109136855636814, 0.05467977428507573, 0.0542460987454456, 0.05380016978215946, 0.05335877813600868, 0.05291389377490962, 0.05246578148736191, 0.052006833079998066, 0.05154535443631244, 0.051089282640866, 0.05062340406776169, 0.05014824174497317, 0.049679116101456006, 0.0492013638407635, 0.04872270329148558, 0.048243350787325154, 0.047756508936474595, 0.04726958459110599, 0.046775966688683765, 0.046282849227817016, 0.04579041199841598, 0.04529232343338397, 0.04479545283901582, 0.04429365465793831, 0.043787380017985725, 0.04328317003722055, 0.042775157453334316, 0.04226966336953305, 0.04176100468501215, 0.041249586802195516, 0.04073580517424823, 0.040225541427787184, 0.03970807718381643, 0.039194671046446264, 0.03868018012581129, 0.038164947008623884, 0.03764930307797329, 0.03712865766384243, 0.0366132361993604, 0.036098329212973526, 0.035579595869423226, 0.0350621234621338, 0.03454617234025457, 0.034031991555765376, 0.033515560292369045, 0.033001543006209264, 0.03249015228500345, 0.03197759760399673, 0.03146433049149419, 0.03095460476683005, 0.030448583781385194, 0.029939120376760747, 0.029433989017033212, 0.02892983104920709, 0.028427005680954503, 0.027925856166736693, 0.027426709927862402, 0.02693304556754735, 0.026438748826756713, 0.025947345596767195, 0.02545910198472924, 0.02497140288629312, 0.024487496460536048, 0.024007601973654733, 0.023529272474279026, 0.023055490279268617, 0.02258391525647214, 0.02211491021478362, 0.021648818699648825, 0.021192918433184858, 0.020735671822601543, 0.0202689870903238, 0.019836842574516976, 0.019374845109883295, 0.018946424051892247, 0.018490758375006234, 0.018067667512801935, 0.017638177436187504, 0.017203462334790143, 0.01679925263220324, 0.01637311329433414, 0.015960205184140635, 0.015560003089292873, 0.015156736042498835, 0.014766141266316275, 0.01437339606016808, 0.013979392740800869, 0.013598360599864993, 0.013216823706182303, 0.012848063964208453, 0.012491548505417269, 0.012123415362911318, 0.011768113810810304, 0.011425092397780775, 0.011072849597805096, 0.010743443696078749, 0.01040599290229343, 0.01008089607506622, 0.00975856353780224, 0.009439478144706172, 0.00913245039405341, 0.008828883476940072, 0.008529179798798612, 0.008241137520410289, 0.007957074971369868, 0.0076773218187168755, 0.007402178509574039, 0.007131916918503047, 0.006872818546901773, 0.00661276747761392, 0.006363791794614363, 0.006120041469917571, 0.00588167997373306, 0.005648847746354731, 0.00542166316322356, 0.005200223530240136, 0.004988819672234544, 0.004778886163866719, 0.0045748802247629365, 0.004376825079915351, 0.00418472802992795, 0.0039985814757078336, 0.0038183639283906204, 0.003644041000566956, 0.003475566375397797, 0.003310198059328457, 0.0031533763873746352, 0.002999784230841107, 0.0028497229956033917, 0.00270776858765427, 0.002569357287683147, 0.002436633316129871, 0.002309456013321584, 0.002185968315608832, 0.0020679340792473474, 0.001955190367214277, 0.0018461442062291079, 0.0017408893446642943, 0.001640755049613085, 0.0015455529950018896, 0.0014539893052818102, 0.0013660918572833986, 0.0012828398076700279, 0.0012031280842468679, 0.0011269432249046633, 0.0010542573326488265, 0.0009857635510029808, 0.0009205723566957382, 0.0008586288476193286, 0.0008004583339321126, 0.0007447651914561784, 0.0006926112703398941, 0.0006428581585747883, 0.0005959611462486811, 0.0005522239904664216, 0.0005107156009474496, 0.0004717671737515959, 0.0004352746508819389, 0.00040084608385624346, 0.00036897338033528543, 0.00033899805408548703, 0.00031087731146650893, 0.0002849633037682991, 0.0002605422816097467, 0.0002381108521728495, 0.0002170593884953584, 0.0001976468442587346, 0.00017964389645906621, 0.00016309928693505017, 0.0001478120285031205, 0.00013371801183211695, 0.00012075268288036721, 0.00010885159417600101, 9.795089389816309e-05, 8.798775431043727e-05, 7.89007417195195e-05, 7.058223340091941e-05, 6.30754853982545e-05, 5.623336749565307e-05, 5.001551063341323e-05, 4.441126138984595e-05, 3.937013816398684e-05, 3.482133448256031e-05, 3.07284739251597e-05, 2.707416270668914e-05, 2.380202274796286e-05, 2.082544277730328e-05], 'MSE': 33921.53223038485, 'R_2': 0.7539534661193896, 'U_norm': [-104.36207651000448, -0.001206030205174813, -0.0013050066578457233, -0.0014785882488509386, -0.0017660432790311703, -0.0022102808753407827, -0.002878242245968774, -0.00384977126136851, 11.60101784182112, 66.60702794062749, 29.950140418591563, -0.012335920015874495, -0.01567466773477617, -0.019432550698683815, -0.023521740354061498, -0.02781561687616667, -0.03216637105853058, -0.03641726144959538, -0.04041491387750424, -0.04402093075113682, -0.04712063633880834, -0.048572230149880574, -0.047297534003935014, -1.937182660793527, -0.04747051062695932, -0.045799305163481366, -0.04363979698209318, -0.04110046833162854, -0.038287222149191585, -0.03529873665806895, -0.03222339041268765, -0.029137499712579236, -0.02610462416794544, -0.023175732545090477, -0.020389896549129066, -0.017775351064316134, -0.015350794090194776, -0.01312672137179245, -0.01110684785123461, -0.009289357416143175, -0.007668157875274283, -0.0062339483373849485, -0.0049751768282320875, -0.003878850601849549, -0.0029312097521697034, -0.0021182693577346643, -0.0014262422420058297, -0.0008418554410376707, -0.00035257427655413254, 5.325109324917693e-05, 0.00038630248824701496, 0.0006562609589800662, 0.0008718125722718949, 0.001040682530864013, 0.0011696889939723824, 0.0012648095093653908, 0.001331254394771006, 0.0013735426784719249, 0.0013955773186859527, 0.001400717361609827, 0.0013918454764856286, 0.0013714299307753144, 0.0013415805535954086, 0.0013040985974595068, 0.001260520666037206, 0.0012121570479607, 0.0011601249022099383, 0.0011053767912448202, 0.0010487250745246977, 0.0009908626625883253, 0.0009323806055585599, 0.0008737829527236948, 0.0008154992768897181, 0.0007578952134544434, 0.0007012813199354128, 0.0006459205205644077, 0.0005920343629024062, 0.000539808280436535, 0.0004893960246259054, 0.00044092340591643764, 0.00039449146057443315, 0.00035017914229380266, 0.0003080456231322494, 0.0002681322751538426, 0.00023046439437264413, 0.0001950527185024569, 0.00016189478149573118, 0.00013097614006961993, 0.00010227150004270006, 7.574576452342829e-05, 5.1355020374590055e-05, 2.9047475188028986e-05, 8.764353397365082e-06, -9.559242718777891e-06, -2.5993503872245323e-05, -4.061311457480464e-05, -5.3496484272270936e-05, -6.472500973462778e-05, -7.438237089675975e-05, -8.255386292350755e-05, -8.932576676468479e-05, -9.478476083199253e-05, -9.901737547938492e-05, -0.00010210949192633268, -0.00010414588622673399, -0.00010520981871751596, -0.00010538266870033752, -0.00010474361379503746, -0.00010336935354622807, -0.00010133387577161087, -9.87082643197099e-05, -9.556054572186472e-05, -9.195557220526529e-05, -8.795493836166901e-05, -8.361692821468841e-05, -7.899648986764813e-05, -7.414523465844041e-05, -6.911145777495702e-05, -6.394017789301152e-05, -5.867319322248782e-05, -5.334915176107124e-05, -4.800363333999302e-05, -4.2669241296503355e-05, -3.7375701440326776e-05, -3.214996648576167e-05, -2.7016324254793185e-05, -2.1996507947730925e-05, -1.7109807466522097e-05, -1.2373180148967197e-05, -7.801360033455111e-06, -3.4069644757944497e-06, 7.994027201152308e-07, 4.809052137875219e-06, 8.61511396307882e-06, 1.2212447496255108e-05, 1.5597554836831573e-05, 1.8768498130624315e-05, 2.172481971406814e-05, 2.4467464062356093e-05, 2.6998700438046514e-05, 2.9322044482067885e-05, 3.144217714759764e-05, 3.336485910650217e-05, 3.509683867900854e-05, 3.664575194427384e-05, 3.80200137598467e-05, 3.922869945177246e-05, 4.028141760620475e-05, 4.118817552010826e-05, 4.1959240091419425e-05]}, 'iteration_13': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-19064.73887468183, -29.092310582487656, 26.934111152613113, 22.9657169511799, 19.523959499482423, 13.067036908228754, 7.234193158418061, 3.238266853982566, 3915.769309451311, 11789.724270253284, 3998.6528009352596, -2.5740680729972487, -2.3981401806865232, -2.1400876264340165, -2.058367621074966, -2.055437390433543, -3.065949080364229, -3.41137844351496, -4.934739229435443, -6.05729880083664, -6.393074377608115, -8.001815332257037, -210.2793396968118, -211.70738034814306, -8.344606905205078, -8.414934000357906, -7.906585690692328, -7.256787799878371, -6.5216959276601845, -5.750437407008089, -4.98233309242678, -4.2461638072907855, -3.5608978394769726, -2.93726903840602, -2.3796791372783614, -1.8880667036286334, -1.4595188375319632, -1.0895231160323675, -0.7712123143718534, -0.5024287991725768, -0.27930510152406846, -0.08668210346553966, 0.07029358225439038, 0.1939521199948469, 0.289901708053439, 0.36445902558422294, 0.4192725273674348, 0.4580467773031094, 0.4830725622947682, 0.4961002230970682, 0.4992160728443263, 0.49428294300774017, 0.482944563173896, 0.46663235385707247, 0.4465753241013202, 0.42381312232474405, 0.3992118084707466, 0.37348160963286287, 0.34719577647191824, 0.32080964671950823, 0.29467910996567476, 0.2690778194814881, 0.24421267969477567, 0.22023732578641667, 0.19726348550129694, 0.1753702595794608, 0.15461147012746354, 0.1350213029293644, 0.11661851334288632, 0.09940947938373658, 0.0833903765309827, 0.0685487225971614, 0.054864503709823015, 0.04231105021750617, 0.030855788050606098, 0.02046095074845608, 0.011084302252528183, 0.002679891965751957, -0.004801157960150402, -0.011409847667755263, -0.01719849994700012, -0.022219992104995815, -0.02652704458971255, -0.030171587977582407, -0.03320422434060907, -0.035673792587451604, -0.037627040892471444, -0.03910840344917731, -0.04015987378032021, -0.04082096311315804, -0.041128729838553646, -0.041117864743378446, -0.040820816502067474, -0.040267942724624924, -0.03948767309474392, -0.038506673077158764, -0.03734999887912676, -0.03604123669355437, -0.034602621699138116, -0.03305513445559399, -0.031418574298877976, -0.029711610862980263, -0.02795181601831743, -0.02615567941160552, -0.024338611138362862, -0.022514935410689624, -0.020697878917231415, -0.018899557476403397, -0.017130964166879977, -0.01540196169322086, -0.013721281155884254, -0.012096528785252502, -0.010534201585850394, -0.009039712342162083, -0.007617423884693882, -0.006270692142488819, -0.005001917218518635, -0.0038126014295200156, -0.0027034131795775655, -0.0016742553523322954, -0.0007243369687574584, 0.00014775321745991122, 0.0009439724003478283, 0.0016667498472091823, 0.002318914502403712, 0.0029036249990970872, 0.003424302794078424, 0.0038845690861878056, 0.004288185953367743, 0.004639002038942226, 0.004940902996117031, 0.005197766793699518, 0.005413423888020869, 0.005591622158628063, 0.005735996521802868, 0.0058500429763898906, 0.0059370969182991635, 0.006000315450410906, 0.0060426635010645425, 0.006066903460433493, 0.006075588182507384, 0.0060710571047569535, 0.006055435317071843, 0.006030635383911732, 0.005998361745686179, 0.0059601175153676895, 0.005917213440972176, 0.005870778807687315, 0.005821773976821832, 0.005771004269615784], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [178.18508184488525, 7445.059265884962, 3373.861213260086, 1283.683540710695, 376.8224753065203, 3.078412052330919, -140.17611841466552, -185.52782898065664, -190.6024866461979, -180.05478347771785, -164.2722363299761, -147.48695707310515, -131.4315657993034, -116.56821260051471, -103.16393056597433, -91.09003890251125, -80.27413394704847, -70.68556745119758, -62.14077938173873, -54.54345735539725, -47.80189843885032, -41.8674862620843, -36.58083314036365, -31.93936925353589, -27.815785568661514, -24.180839749580077, -20.97861085889396, -18.15857376061455, -15.661704251524357, -13.464513954441323, -11.519750640718867, -9.807372202030017, -8.290070026318682, -6.951377208139771, -5.76220379185019, -4.704409071995067, -3.7618637736577165, -2.920300104350693, -2.167156424614208, -1.4884296567473778, -0.8808331237834142, -0.33026951928675125, 0.16764914407883735, 0.6211626305665424, 1.0335179938842172, 1.4110232578044082, 1.7573657079989549, 2.075759093299527, 2.3679030252554956, 2.638530332082047, 2.88854686873467, 3.119800841688738, 3.3346519004404387, 3.5336363290456596, 3.7180184433766534, 3.890039143867694, 4.051410935905455, 4.197839000232304, 4.335602625826916, 4.460985272779118, 4.582215085940226, 4.688895113854962, 4.791655649786601, 4.884553487883413, 4.970869939726682, 5.048629771585456, 5.120522702022391, 5.186664138614188, 5.247185485370844, 5.30223171799251, 5.350793664623132, 5.394499421662834, 5.4334890143201555, 5.467151576522936, 5.497276034816738, 5.522600595241052, 5.5440215527625725, 5.5616802017053, 5.575720413649838, 5.586287544540642, 5.59352746682742, 5.5975342668835015, 5.598615109760948, 5.596796427962638, 5.592219061283467, 5.585178899553825, 5.575536915988578, 5.563537104029386, 5.549307649426919, 5.532972863006674, 5.514323355985521, 5.494109777530851, 5.471764798180373, 5.4481305959618265, 5.422125699024704, 5.395047249648803, 5.366598614813317, 5.336419590742585, 5.30457089242054, 5.272068645066175, 5.238060861990951, 5.202611985094173, 5.1662825540957265, 5.129152855504151, 5.090799094325774, 5.051788340358341, 5.011688306599563, 4.970564210119307, 4.928982049668383, 4.88650357791502, 4.843191840601977, 4.799603215489542, 4.75529883046051, 4.710337823664991, 4.664778233522745, 4.619154709163568, 4.572561742365099, 4.52600324278545, 4.478590444484485, 4.43130275986096, 4.383270251707952, 4.3354453680056135, 4.286978708855616, 4.238363139806511, 4.189639469362605, 4.140429368802722, 4.091200808524097, 4.041988986064983, 3.992431009295827, 3.942968558279335, 3.8936311651505746, 3.843697018616818, 3.794337580418378, 3.744474180316884, 3.69487842843972, 3.645224591935998, 3.5955526320014664, 3.545900641763606, 3.4963048428502015, 3.4471176145895916, 3.397728526851705, 3.3484932532425065, 3.2994406932580933, 3.2503070901207414, 3.2014219524124403, 3.1528087561967024, 3.1044893451159203, 3.0562189512777342, 3.008035007860398, 2.959972909367341, 2.912312539060329, 2.864826823782464, 2.817545503956545, 2.770496436106653, 2.7245987447117317, 2.678285926779739, 2.6309940851932807, 2.5849098614969224, 2.5399875382071966, 2.49421837403079, 2.4496242131092947, 2.4042952534970268, 2.3583335893626094, 2.3153684576452416, 2.27177165079126, 2.227635332837238, 2.184677669208533, 2.1412645888309743, 2.0974786241264094, 2.0563984317933364, 2.0134723428622023, 1.9717347829486553, 1.931136118005952, 1.890286082321961, 1.849250000424859, 1.8080899915684783, 1.7680964752169137, 1.7292195526009253, 1.690247419492488, 1.6512325588780106, 1.6122245427783604, 1.5743365847552329, 1.5364835637770051, 1.498708166629011, 1.4610504001344928, 1.4244951778356154, 1.388073454428007, 1.3518192965449123, 1.316630862500745, 1.2807784874895096, 1.2459979282226374, 1.2114494361633021, 1.1771576780518926, 1.1431453397273086, 1.110155068868627, 1.0767399809732807, 1.0443404979757518, 1.0115938656501977, 0.9798519236277373, 0.9478319425102175, 0.9168018982835295, 0.8855550128021896, 0.8552800567998069, 0.8248421957924115, 0.7948279551171404, 0.7657533151908262, 0.7365843507656652, 0.7078518199237344, 0.6790941327532787, 0.6512553413053873, 0.6234224411125416, 0.5960580851455409, 0.5691604501977078, 0.5423332752896738, 0.5159931411469294, 0.49013551692800916, 0.4643989841365415, 0.43915820052275617, 0.41440653150706674, 0.38981468113217155, 0.36571934951310664, 0.34181090509361467, 0.31811117109272086, 0.29492149901700204, 0.2719595287453924, 0.24950520968384562, 0.22729349104039495, 0.20533915726940444, 0.18365550959331908, 0.16248304308419217, 0.14158788843588208, 0.1207669397433722, 0.10066828113605951, 0.08066027507042701, 0.0609626098195056, 0.041580875186980906, 0.022519724565002612, 0.003782936988793906, -0.014626522964887338, -0.03286637339867704, -0.05060954312435387, -0.06816965084444424, -0.08553030535282165, -0.10240071164550409, -0.11906377904882406, -0.13550667239935602, -0.1514712056187878, -0.16733100227938674, -0.18283418215422734, -0.19809541544065482, -0.2130011393739852, -0.22776070041330368, -0.24216030227989896, -0.2563008009182733, -0.2701779489448741, -0.2837882945923923, -0.2971291274207737, -0.3101984258957123, -0.3229948069653601, -0.3355174777308153, -0.34783763668724915, -0.3598784167323003, -0.3717066844510034, -0.3832527241169809, -0.3945792530771084, -0.40562312601893385, -0.4164988513271067, -0.42703549246035, -0.4374998164436727, -0.4475264818091994, -0.4576090863513468, -0.4672602393685248, -0.47650337623531824, -0.4857727713003347, -0.49464158210236564, -0.503508702568211, -0.5119846566339848, -0.5204351741101345, -0.5285055673229508, -0.5362167693174397, -0.543888286478595, -0.5514975772644393, -0.5587516036719574, -0.5659298308809917, -0.5727668828088841, -0.5795172083565854, -0.5859409230340846, -0.5922692952366774, -0.5982858903421425, -0.6042005323003565, -0.6100006709379303, -0.6155022720505461, -0.6208863181444838, -0.6259878969609575, -0.6309701533478477, -0.6358245373644895, -0.6404124032597592, -0.6449967961338411, -0.6492001124490893, -0.6533877665147717, -0.657327982943451, -0.6611325109362597, -0.6647972441952854, -0.668318750204675, -0.671614606481334, -0.6747728822806478, -0.6777913077462951, -0.6806681416029629, -0.6834021358808565, -0.6859371035713315, -0.6883877656634328, -0.6906471892945237, -0.6927706307885814, -0.6947582936295009, -0.6966467237492522, -0.6983613126750603, -0.6999426759394625, -0.7013921176157231, -0.7027111554542701, -0.7039221453336004, -0.704983034559524, -0.7059347259213856, -0.7067460801548591, -0.7074481096864876, -0.7080280813390057, -0.7084887841621971, -0.7088330577262828, -0.7090665203040679, -0.7091858410034029, -0.7091942398252884, -0.7090926615086023, -0.7088836030552675, -0.7085704979003149, -0.708156731002319, -0.707630190175296, -0.7070138399129242, -0.7062946314383416, -0.7054728328481995, -0.7045610439087135, -0.7035499297039269, -0.7024542157088649, -0.7012628922860635, -0.6999925075678862, -0.6986145680327559, -0.6971618986009209, -0.6956208232464465, -0.6940108910889501, -0.692298980765506, -0.6905230645001856, -0.6886482339346406, -0.6867144833173979, -0.68468538073105, -0.6826025761392186, -0.6804488140310376, -0.678205703640571, -0.6758958478575585, -0.6735216847580785, -0.671085655397603, -0.6685688025936292, -0.6660162292977861, -0.6633659042074096, -0.6606631303059791, -0.657910385220497, -0.6550883858179176, -0.652221228991927, -0.6492895976609153, -0.6462959170650715, -0.643264278167606, -0.6401538449694963, -0.6370102876315407, -0.6338144417146583, -0.6305687726063599, -0.6272757376501937, -0.6239377789061044, -0.6205363883298409, -0.6171159591703629, -0.6136371570732521, -0.610123256532619, -0.6065562616468454, -0.6029590777508916, -0.5993139907743532, -0.59564348224208, -0.5919105778820709, -0.5881765885708853, -0.5843472189301541, -0.5805405155562537, -0.5767758359045084, -0.5728680603382562, -0.5688235928698677, -0.5650098340256249, -0.5610631963638181, -0.5569899932564065, -0.5529702155517967, -0.5488319338399872, -0.544750351568164, -0.5407246500811501, -0.5365897152251967, -0.5325135019681594, -0.5283354465372373, -0.524061531422048, -0.519852392198067, -0.5157067281907526, -0.5114731790788652, -0.5071573923394462, -0.5029102133246893, -0.4985871166175546, -0.4941934904080991, -0.48987282389438497, -0.4856233153959174, -0.4811758614973609, -0.47693632239902706, -0.472508644839527, -0.46815802648606986, -0.4637577460746984, -0.4593123173184612, -0.45494630208060016, -0.4505394063646298, -0.44609579452142956, -0.4416195070843842, -0.4372260423297409, -0.43280338323156337, -0.4283552196230161, -0.4238851135184624, -0.4194998942910332, -0.41499405096413167, -0.41057561403573833, -0.40614428630556026, -0.40170304231853876, -0.39725473161296593, -0.39280207953369173, -0.38834768846448964, -0.3838940394342979, -0.3794434940538725, -0.37499829674144264, -0.3705605771982, -0.36613235309683256, -0.3617155329487638, -0.3573119191182418, -0.35284703863955075, -0.3484764327954571, -0.34405082477160076, -0.3396477061614668, -0.3352683065927142, -0.3309137696666282, -0.32658515654562525, -0.3222179955415761, -0.31788148586547665, -0.31351376462192704, -0.3091808658708437, -0.3048833077808371, -0.3005630249030509, -0.296281546150993, -0.2920391308050865, -0.28772665244297, -0.28351195575910215, -0.2792347361342498, -0.2750551512047182, -0.27081997145626613, -0.2666332825258926, -0.2624471700537752, -0.2582645615499639, -0.25413358156933935, -0.2500093492214745, -0.24589438133244446, -0.24179104780382463, -0.23770157580714812, -0.2336280541872795, -0.2296117246446867, -0.22557489532705846, -0.22155951915307978, -0.21756717830230843, -0.21359934024837096, -0.20962259980542827, -0.20570858042680482, -0.20178972213272625, -0.19786952077993697, -0.19401420661421107, -0.19016083304647108, -0.1863124230384372, -0.1825009970994535, -0.17869858946877878, -0.17493548073594564, -0.17118493512629934, -0.16744923471582893, -0.16375618602943098, -0.16005577196214016, -0.1564005651632059, -0.15276664939657306, -0.14915565397888983, -0.1455465387647381, -0.14198636730676892, -0.13843188108964474, -0.13490675307478553, -0.13141200822754479, -0.12792882005588385, -0.12447881749976882, -0.12104398499872886, -0.11764466602062441, -0.11426362895016302, -0.11090273154574959, -0.10756369439915187, -0.10421540430754975, -0.10098925783462041, -0.09769300940356562, -0.09448619388280063, -0.09121843499984039, -0.08804050912290273, -0.08494853749491975, -0.08180396827218893, -0.07874543979453423, -0.07564168247032814, -0.07249971985585771, -0.06956708695394877, -0.06647846367329534, -0.06347773901841831, -0.06056102485458788, -0.057617136022944576, -0.054756065898082594, -0.051872650952710375, -0.04897203362301985, -0.0461548057998407, -0.043417271256167275, -0.04057514464185124, -0.03790387964720601, -0.03513651997382622, -0.032450022582679816, -0.02976043877179653, -0.027149284458294197, -0.024537348658689288, -0.021927908605260133, -0.019395307256854864, -0.016797730622219956, -0.014345472326934859, -0.01183368560884793, -0.009397119880476465, -0.006971085135143821, -0.004557820477850689, -0.0021594052723854324, 0.00022223585629561614, 0.0025312100580091946, 0.004823340772826167, 0.007097011225272437, 0.009350736078985811, 0.01158315605219775, 0.013793032428086056, 0.01597924150968347, 0.018097343360424217, 0.020234654506438386, 0.022304784374819964, 0.024389792714379497, 0.02644697251403914, 0.028438803147705326, 0.03043995238572458, 0.03241182452589969, 0.034354092119078875, 0.03626649148689975, 0.03818019183179734, 0.04003127861403575, 0.041881430471633424, 0.04369931970178527, 0.045485032636239646, 0.047238692833757215, 0.04898610371353465, 0.05070009994315494, 0.05240492734312443, 0.05407535269929967, 0.055711804288441524, 0.05733630128169556, 0.05892624951906506, 0.06050230500683688, 0.062043515052072715, 0.06356924251146379, 0.06506006999609523, 0.06653413564961311, 0.06799028233636557, 0.06941123890786112, 0.07081345286709387, 0.07219603115990551, 0.07355817557082041, 0.07488517286904788, 0.07620492632460485, 0.07748936300169654, 0.07875197529541936, 0.08000437023297692, 0.08122162885885074, 0.08241595464164096, 0.08359783129957171, 0.0847451875024177, 0.0858789631085682, 0.0869883687244535, 0.0880733919929753, 0.08914286970418062, 0.09018736128895039, 0.09120700071042111, 0.09220974863644911, 0.09318736950547486, 0.09414728817699763, 0.09508888986943882, 0.09600504340038017, 0.09690243331941938, 0.09778063867035428, 0.09863350935265798, 0.0994725906064854, 0.10028628805368789, 0.10108526237202443, 0.1018589864538801, 0.10261728799801682, 0.10335505085272653, 0.10407227187327354, 0.10476898441012311, 0.105449093848363, 0.10610849778181937, 0.1067508243190315, 0.10737242580758798, 0.10797666550149432, 0.10856330588982979, 0.10913216149384689, 0.10967500351174048, 0.1102006700561345, 0.11072360893305919, 0.11121848964007776, 0.11170854934318913, 0.11217120941214717, 0.11260802335021754, 0.1130386229372125, 0.11344408239840968, 0.11384190471633195, 0.11421540228005783, 0.11458009645815799, 0.1149213676260213, 0.11524057073679696, 0.1155619724845161, 0.11584990222549398, 0.11613772767509911, 0.11639470480910136, 0.11664957585592772, 0.11688386378626477, 0.11709881474835396, 0.11730205790931429, 0.11749289264161421, 0.11766542686606953, 0.11782551909794715, 0.11797264884935178, 0.11810268275250324, 0.11821990759304259, 0.1183212058215679, 0.11841221686024482, 0.11848570493775887, 0.1185483627265664, 0.11859768722581959, 0.1186327966814094, 0.11865503770359527, 0.11866424013606992, 0.11866080844004838, 0.11864485945878843, 0.11861644110718243, 0.11857556292465751, 0.11852226594855773, 0.11845662024945781, 0.11838052627050322, 0.1182907136180832, 0.1181911206790285, 0.11807766370709093, 0.11795512976450694, 0.1178214637551192, 0.11767393109821984, 0.11751840756538005, 0.11735234110860632, 0.11717261657555147, 0.11698254826353326, 0.11678596078933433, 0.11657608999198361, 0.11635665653234926, 0.11612793081699385, 0.11588624677739885, 0.11563967938442268, 0.11538056290114612, 0.11511312752407354, 0.11483346092936124, 0.1145502023440058, 0.1142551912696581, 0.11394858621752521, 0.11363494421198335, 0.11331456327041384, 0.112983305140266, 0.11264584009849823, 0.1122979891687891, 0.11194447423069084, 0.1115810880258336, 0.1112080869190099, 0.11083023767307361, 0.1104433167561074, 0.11004759996668603, 0.10964785808877496, 0.10923987280941647, 0.10882392925173198, 0.10840031632204696, 0.10796932557343132, 0.10753125014650058, 0.10709077766179322, 0.10663939039773768, 0.10618179610009285, 0.10571828532607379, 0.10524914605916738, 0.1047746630917447, 0.1042951174728996, 0.10380659104811742, 0.1033136192179113, 0.1028164723133136, 0.10231132622262641, 0.10180260292455, 0.10128654457575544, 0.10076748999613912, 0.10024174915179142, 0.09971357194835569, 0.09917933750298197, 0.0986393937695093, 0.09809408393510763, 0.09754374579737989, 0.09699238972932932, 0.0964329399363342, 0.09586943735230188, 0.09530573876109312, 0.09473501229145373, 0.0941576888176789, 0.09358101233893935, 0.09299839750481508, 0.0924135712390123, 0.09182352276719809, 0.09123187092893131, 0.09063567826813419, 0.09003531733469516, 0.08943115121713394, 0.08881744140418348, 0.08821280670062313, 0.08761704268565897, 0.08700081824941908, 0.0863652549665412, 0.08576790071794872, 0.08512384058976878, 0.08451749929863393, 0.08389349586580837, 0.08325287210548672, 0.08262269893849901, 0.08197708155128593, 0.08134219793651791, 0.08071775439573882, 0.08007910317855983, 0.0794271857926744, 0.07878645106118837, 0.07813345534480226, 0.07749179942252375, 0.0768388302611244, 0.07619732009973922, 0.07554538804855124, 0.0749049987515297, 0.07425502401479941, 0.07359623904552977, 0.07292940022448294, 0.0722748891948488, 0.07163232107673806, 0.07096344972160461, 0.07030717867508691, 0.06966310675303429, 0.06899507087283821, 0.06833980739905852, 0.06767969570987588, 0.06701532153610121, 0.06636379078832373, 0.06569223713213565, 0.06503395095461717, 0.06438849039847676, 0.06372486385120321, 0.06305944579189185, 0.062407358315730924, 0.06173939695646566, 0.06108502758541757, 0.0604299889031094, 0.059774670234463576, 0.05911944303100792, 0.05846466121467424, 0.05781066155587766, 0.05715776408054318, 0.05649411246557586, 0.05584457133437187, 0.05519699192324738, 0.05455163174253887, 0.05389757789925513, 0.0532466966627571, 0.052609865389810925, 0.051965688757592776, 0.05131504241450849, 0.050678743165872245, 0.05003673353851098, 0.049399356160338075, 0.04876672929610909, 0.048129834561552134, 0.04749830799373736, 0.046863509870783665, 0.04623462178551032, 0.04561169119534119, 0.04498662869563468, 0.044367971906793625, 0.04374797863929224, 0.04312720070462816, 0.04251355798235446, 0.04189980392819335, 0.04129346951160043, 0.040687627983565094, 0.04008272296000114, 0.039479174987075705, 0.038883774256973445, 0.03828395505755133, 0.03769270646996842, 0.03710397867504649, 0.03651809400904425, 0.035935355376652656, 0.035350547524466404, 0.034775073658776356, 0.0342035415034992, 0.03363109142468849, 0.033063291031209, 0.03250033163742464, 0.03194238978591354, 0.031385044063183556, 0.030833267002819516, 0.030287186182099298, 0.029742686623460076, 0.029200210359830676, 0.028664179625375846, 0.02813466073507098, 0.027604126042621958, 0.02708062039194132, 0.026560580835745105, 0.02604432034007356, 0.025532130782488203, 0.02502428367249976, 0.02452423166737087, 0.024025715013461475, 0.023532242584890808, 0.023044011784205506, 0.022558354673985617, 0.022078450866033394, 0.021604443730394152, 0.021133857774405924, 0.0206695673793845, 0.02020921778952038, 0.019753114672835394, 0.019301541247794582, 0.018861458697460535, 0.018421664801009485, 0.01797441527350804, 0.017561713522782702, 0.01712202393798762, 0.016715681285057665, 0.01628495360436728, 0.01588634904774257, 0.015483014963738332, 0.0150760958434016, 0.014698915022443469, 0.014302496239937646, 0.01391957670573477, 0.01354955095879779, 0.013177789819379648, 0.012818755550551588, 0.01245877494464549, 0.012098673533537933, 0.011751405570308252, 0.011404636821271399, 0.011070389055674966, 0.010748084986275892, 0.010416147068844039, 0.010096613740025776, 0.009788899915510681, 0.009473704936702666, 0.00917966880398794, 0.008879175908477924, 0.008590376471062904, 0.008304703170077485, 0.00802256510875457, 0.007751706099320905, 0.007484496096579288, 0.007221268521167947, 0.006968828762943728, 0.006720401730964801, 0.00647625420442467, 0.006236625646225787, 0.00600172908506622, 0.005776983779741137, 0.005551855855599921, 0.005336734645057867, 0.005126527256191613, 0.004921351211582375, 0.0047213037494840205, 0.004526462854201542, 0.004336888295090948, 0.004156220479437679, 0.003977116556883482, 0.003803365902586669, 0.003634965642702783, 0.0034718997801243875, 0.003314140163051745, 0.0031616474273493643, 0.003014371910178264, 0.0028722545328607836, 0.0027329680709517364, 0.0026010758286207406, 0.0024720870815963867, 0.002346245612104122, 0.0022273708684466143, 0.0021116235459683235, 0.0020007837336659807, 0.0018947177941931648, 0.0017918643913344622, 0.0016936804837338983, 0.0016000160400392847, 0.0015095361907501807, 0.0014223097449262065, 0.0013394272889436292, 0.0012607204481898146, 0.001185109426927296, 0.0011126091064122016, 0.0010440176884503848, 0.0009784155916100557, 0.0009157842762239362, 0.0008560934982884814, 0.0007999044012756832, 0.0007464795604769013, 0.0006957675785502968, 0.0006481916195734999, 0.0006026861540020742, 0.0005601132645057864, 0.0005195382939588123, 0.00048132800163781586, 0.00044572453327710085, 0.00041196535921632864, 0.0003803159437402207, 0.0003506876211190023, 0.0003227586115346312, 0.0002969243292846771, 0.0002726476110471612, 0.00024989108036904483, 0.00022893671254676078, 0.00020920472295285462, 0.00019109394332495256, 0.00017410986197563798, 0.00015845941248847757, 0.00014395570653016199, 0.00013063616731564395, 0.00011833727591688949, 0.00010700596626849523, 9.658895368956858e-05, 8.703317534169257e-05, 7.828617908453071e-05, 7.029646228920506e-05, 6.30137626451713e-05, 5.635095092796015e-05, 5.034184051381355e-05, 4.486789186810463e-05, 3.989617070607218e-05, 3.541755105421401e-05, 3.139112000358359e-05, 2.7759827558740037e-05, 2.4494202607340623e-05, 2.1579964297264835e-05, 1.8971790857067072e-05, 1.6600365054802183e-05], 'MSE': 32597.761998106642, 'R_2': 0.7635553047124776, 'U_norm': [-106.99402389938423, -0.1632701813652793, 0.1511580594580503, 0.12888686724181758, 0.10957123530668314, 0.0733340681161832, 0.0405993200731663, 0.018173613782233183, 21.975853843783682, 66.16560806997585, 22.441007776758596, -0.014446035832500006, -0.013458703499327611, -0.012010475892409988, -0.011551851608913739, -0.011535406738132135, -0.017206541948204892, -0.0191451406239822, -0.027694457842935248, -0.03399442168720724, -0.03587884194190198, -0.04490732480133467, -1.1801175376677115, -1.1881319047451824, -0.046831119823631945, -0.04722580547597774, -0.04437288251956624, -0.04072612441201895, -0.03660068435950376, -0.03227227193625041, -0.02796156136571791, -0.023830074718794315, -0.019984264722672382, -0.016484371265713435, -0.013355097500178914, -0.010596098658342887, -0.008191027131867942, -0.006114558561854112, -0.004328153107042155, -0.0028197018222892783, -0.0015674999224548703, -0.0004864722832452447, 0.00039449757319716204, 0.0010884868604008726, 0.0016269695842062572, 0.0020453958457039407, 0.0023530170073863764, 0.0025706236083248065, 0.002711071870170883, 0.0027841849539847635, 0.0028016715455670776, 0.002773986119865527, 0.002710353520914294, 0.002618807084062029, 0.0025062441827212976, 0.002378499471561374, 0.0022404334020624398, 0.002096031869605448, 0.0019485120383649444, 0.0018004293283997534, 0.0016537810426654933, 0.0015101029622089175, 0.0013705562640826659, 0.0012360031707552876, 0.0011070707142089738, 0.0009842028190380442, 0.0008677015425532726, 0.0007577587402330213, 0.0006544796698101995, 0.0005579001256153509, 0.0004679986438934909, 0.0003847051728347026, 0.00030790739174258033, 0.00023745562674303624, 0.0001731670675282711, 0.00011482976335394308, 6.220667945732833e-05, 1.503993455752055e-05, -2.6944780776160723e-05, -6.403368659160372e-05, -9.652042582165182e-05, -0.00012470175342832896, -0.00014887354405787018, -0.00016932723948518812, -0.00018634682572954636, -0.00020020639368695118, -0.00021116830075541148, -0.00021948191794354544, -0.0002253829188688295, -0.00022909304615366803, -0.00023082027675403797, -0.00023075930029585064, -0.00022909222335139252, -0.0002259894171421982, -0.0002216104330933624, -0.0002161049215824656, -0.00020961350160543206, -0.00020226854222874196, -0.00019419483043513346, -0.00018551011210732918, -0.00017632550393244402, -0.00016674578254961638, -0.0001568695637928037, -0.00014678938990275877, -0.0001365917445254951, -0.0001263570171749662, -0.00011615943790752694, -0.00010606700241793049, -9.614140542594977e-05, -8.643799783118588e-05, -7.700577981020741e-05, -6.788743860885927e-05, -5.911943633983911e-05, -5.073215031889547e-05, -4.275006537084182e-05, -3.519201544638658e-05, -2.807147026449141e-05, -2.139686104018033e-05, -1.5171938952164622e-05, -9.396158969636198e-06, -4.065082005889075e-06, 8.29212053940628e-07, 5.2977072608795545e-06, 9.354037008260384e-06, 1.3014077733857877e-05, 1.629555613587852e-05, 1.9217673916054074e-05, 2.1800753756892126e-05, 2.406590897444375e-05, 2.6034738701982886e-05, 2.7729049777499636e-05, 2.9170605913048112e-05, 3.0380904173914038e-05, 3.1380978192734984e-05, 3.219122763625071e-05, 3.283127254680171e-05, 3.331983164023602e-05, 3.3674623026580694e-05, 3.391228630502952e-05, 3.4048324401805437e-05, 3.40970642962903e-05, 3.407163524403282e-05, 3.398396355149516e-05, 3.384478280222406e-05, 3.366365855801998e-05, 3.344902650249552e-05, 3.320824273978945e-05, 3.2947644978860374e-05, 3.267262290385206e-05, 3.2387696092009785e-05]}, 'iteration_14': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-19622.66053999315, 35.64641131994571, -32.39785207637007, -29.210903285674387, -23.73059160267183, -19.591719621753796, -17.196719630703804, -8.955258118298337, 6151.002445380863, 9327.526109754474, 5081.879987473703, -13.471755543925621, -5.319104068284135, -4.995548031191363, -6.34312812725688, -6.911350573827543, -8.46631416755388, -9.061913986865456, -11.083064386897862, -12.27076820717891, -13.89936397612074, -52.31380353202823, -444.94020883906734, -1.2699878499281994, -12.5962898154749, -11.89441967372757, -10.978493013428489, -9.94281500461004, -8.832173756351857, -7.825951657589798, -6.681617063605268, -5.561999448806806, -4.661000213259606, -3.7612419939353106, -2.9451612910527274, -2.266537027522056, -1.7118097153963363, -1.1119235550104483, -0.6800857771205954, -0.30297209895987587, 0.007003640241171742, 0.2687219426220369, 0.4816836765056522, 0.6470733366975397, 0.7666627588264756, 0.8552455149352594, 0.9142648199031885, 0.9575579597756407, 0.9725631188484111, 0.9692494151290229, 0.9446634442357222, 0.9087366178275258, 0.8660291324937823, 0.8136314636647458, 0.7551766402526323, 0.6927092490734531, 0.6279415119076942, 0.5623583576474938, 0.4972231282599571, 0.43358678545902263, 0.37230028004645366, 0.3140295398557906, 0.25927241927245714, 0.20837691414235338, 0.16155996388818944, 0.11892622184323387, 0.08048626111614036, 0.046173784443164036, 0.015861512885703054, -0.010624468515083462, -0.033492035480212075, -0.05297206484870567, -0.06930916790642651, -0.08275404062199099, -0.09355731519303923, -0.10196477042105961, -0.10821374263020046, -0.11253057240910112, -0.11512892341917554, -0.11620881646292594, -0.11595623296036543, -0.11454315618142386, -0.11212793459467485, -0.10885586858141023, -0.10485993852775044, -0.10026160811230286, -0.09517165101287214, -0.08969096236769314, -0.0839113275938138, -0.07791613103167166, -0.07178099484761075, -0.06557434518346486, -0.0593579075469627, -0.05318713694448307, -0.04711159067797749, -0.04117525286646071, -0.03541682022718663, -0.02986995845932406, -0.024563538051443113, -0.01952185737406157, -0.014764859898043266, -0.010308350978632226, -0.006164218383595253, -0.002340659367898921, 0.0011575841916810043, 0.004328982175804986, 0.007174964676808255, 0.009699663911675548, 0.011909651535686457, 0.013813673670671364, 0.015422386180830243, 0.016748092765503278, 0.017804488418995377, 0.01860641066145883, 0.019169600819148532, 0.019510477241260003, 0.019645922176430144, 0.0195930835385012, 0.01936919262929774, 0.01899139842489684, 0.01847661886214897, 0.017841409031222305, 0.017101846090665368, 0.01627343028724545, 0.015371001444319445, 0.014408670045205574, 0.013399761999476805, 0.012356776037663634, 0.011291352608586597, 0.010214253116701913, 0.009135348341750513, 0.008063614923129967, 0.00700713883588381, 0.005973124947994545, 0.0049679117972406695, 0.003996990884015606, 0.0030650298855839234, 0.0021758993524550805, 0.001332702554291352, 0.000537808299897869, -0.00020711328924578968, -0.0009010519843718135, -0.0015436154520272938, -0.002134983883628122, -0.002675861074403482, -0.003167421938956448, -0.003611256612361556, -0.004009311583780734, -0.004363828569708481, -0.004677282219973719], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [173.74709321960287, 7585.879692252849, 3390.5370471968854, 1252.7262080728729, 334.1551663766839, -38.67283862431602, -177.13298601520412, -216.86632947199507, -216.53904103466203, -201.14616085056113, -181.15909658229745, -160.7897669237497, -141.73098771669837, -124.35605477483196, -108.88527712573949, -95.11029256398714, -82.90492480780134, -72.19722260343794, -62.750270604375245, -54.431077860254234, -47.116129188075924, -40.73212201296763, -35.09042494301528, -30.173754604015144, -25.834806977138754, -22.032669781276578, -18.700177749437927, -15.777693305170377, -13.198476854560962, -10.933889686407847, -8.931873874097155, -7.169353300229804, -5.606246499470307, -4.224562611701787, -2.9937822555256624, -1.8950337998182083, -0.9118017129173865, -0.029694541635864383, 0.7637809089953081, 1.4826115824103299, 2.129421197200496, 2.7183370439861787, 3.2532133987805216, 3.7420985604947195, 4.1877533808217375, 4.596329932556817, 4.971240594149148, 5.315469575222439, 5.630450958792403, 5.92096337130818, 6.187726079897965, 6.432539822894536, 6.6577863922673375, 6.8639705441754515, 7.052410695429319, 7.225422167584068, 7.384732274505888, 7.52626131314606, 7.656254506124354, 7.771379467722609, 7.879236576904601, 7.970789892843192, 8.0554101339099, 8.128283836972573, 8.192259488593432, 8.24614667682804, 8.292096985801725, 8.330310232463036, 8.361008053330496, 8.38442998397195, 8.400507285660508, 8.410158507141098, 8.41361456930021, 8.411240502435506, 8.403156955560245, 8.38996514464896, 8.371760544106321, 8.348766911442482, 8.321209239282709, 8.28931231706198, 8.253299478295167, 8.21423503679823, 8.17070335788763, 8.123700797716845, 8.073436019935414, 8.021135979719592, 7.964982554145869, 7.906154094872993, 7.844835665584362, 7.781205685512885, 7.7142940861025275, 7.64653655797079, 7.575800850011028, 7.504559391470501, 7.429450582311598, 7.35413223063346, 7.277570241823677, 7.198718815043136, 7.117712190111303, 7.037020931429295, 6.954423484761524, 6.870051621300723, 6.785180098131046, 6.699909805485034, 6.6132147243391275, 6.5263273284929335, 6.438236919069974, 6.349062863609898, 6.25998832533827, 6.170031890686863, 6.079304000977314, 5.98893107833021, 5.897965614524927, 5.806507563111625, 5.7146535171264725, 5.623447953495928, 5.531059950656848, 5.439460388178351, 5.346880522283489, 5.255213620926528, 5.162753895151275, 5.071316338646271, 4.979258424618579, 4.887506488798361, 4.796119696729984, 4.70437813332869, 4.613143861630238, 4.522464927078715, 4.4316621433055605, 4.3415343428064155, 4.252119051357659, 4.16210313154909, 4.073587987700533, 3.9846284607916074, 3.896595612068797, 3.80890047354497, 3.721607501115396, 3.6347772277515586, 3.5484663367480986, 3.4632772205089504, 3.3781457158973067, 3.293681722995816, 3.209927491464401, 3.1264287329997353, 3.043741198366989, 2.9618966612064876, 2.880923936116023, 2.800407949660594, 2.7204090629916564, 2.6409834920521704, 2.562587935720741, 2.4848428116967973, 2.407793338715851, 2.331481089604505, 2.257382575550118, 2.182962147577709, 2.1073315749676, 2.033987454134273, 1.962832379639658, 1.8906836913749205, 1.820727659454909, 1.7499664202695873, 1.6785787026219972, 1.6121775301476735, 1.5451319389072324, 1.4776009858954073, 1.412210106419265, 1.346467628214086, 1.2805129171981118, 1.21896006627259, 1.1549834925828844, 1.0931183223214138, 1.033267703752203, 0.9733763412744487, 0.913550503129973, 0.8538900950335149, 0.7962580161460079, 0.7405592123076588, 0.6850502530596575, 0.6298132901126863, 0.5749249015088658, 0.5219428384818986, 0.4693406515468736, 0.41718236251034124, 0.36552701490910333, 0.3157155578383823, 0.2664172128337709, 0.2176805235300523, 0.1707024078898959, 0.12317485857902966, 0.07739987869840252, 0.03226054326039804, -0.012211014662282537, -0.055986113393311485, -0.0981210247218565, -0.140465367255561, -0.18119551849946794, -0.22202738841268269, -0.261278117442497, -0.30053760744424113, -0.33825488241260115, -0.37590138455571065, -0.41204937217148235, -0.44805916975660576, -0.48323330068935344, -0.51698191740663, -0.5505114274495226, -0.5832095910232755, -0.6156005882597528, -0.6466285442301343, -0.6773191183186391, -0.7071623346210811, -0.7361687503216906, -0.764767046744523, -0.7925149439133367, -0.8194268686855972, -0.8458817733347966, -0.8714977067202866, -0.8962918834172662, -0.9205981525417777, -0.9440880015203882, -0.9670681619994153, -0.9895166678140183, -1.0111539091190562, -1.0322496803791943, -1.0525532715031491, -1.0723112799558783, -1.0915120895121957, -1.1101462539799911, -1.128015217673395, -1.1453248023432256, -1.1622415399832307, -1.1782479098085596, -1.1938565096440574, -1.2088956439326553, -1.223366356287077, -1.2372708904215182, -1.2506125852085028, -1.2633957746740287, -1.275732405880239, -1.2874084552621352, -1.2986380031621656, -1.309410100323217, -1.3195527152614184, -1.3292447521931698, -1.3384797995715183, -1.3471221999009118, -1.3553801939805148, -1.3631250499296585, -1.370420882327607, -1.3772204529521535, -1.3836232766968874, -1.3895409709625601, -1.395023363088433, -1.4000740602232162, -1.4046975107471802, -1.4088989201184978, -1.4126841710197386, -1.4160597478796513, -1.4190326657941195, -1.421624453842285, -1.4238239974827767, -1.4256491317795905, -1.4270950920744314, -1.4281762306938823, -1.428893337009337, -1.4292584730126985, -1.429273516416386, -1.428941889162681, -1.4282835610839926, -1.4272678299511974, -1.4259455998685528, -1.424341014503454, -1.4223812884805513, -1.4201593210936512, -1.417579156279679, -1.4147581029275038, -1.4115796804512803, -1.408182484794643, -1.4045859251576638, -1.4006466287775667, -1.3963603876219506, -1.3918995973439334, -1.3871008256248096, -1.3821497218466965, -1.3768713037587712, -1.3714622166602641, -1.3657377774763118, -1.3599035867113867, -1.3537669471636298, -1.347331635943833, -1.3408138996653838, -1.3340122728645274, -1.3271477136094185, -1.3200141800425849, -1.3126178256593877, -1.305184534171887, -1.2972842131740565, -1.2895833330102728, -1.2814301675877704, -1.2732729584681497, -1.2648992025689045, -1.2563169515036157, -1.2475345284688277, -1.238778968525536, -1.2298386414475848, -1.2207219127054072, -1.2114372656626569, -1.201993261589317, -1.1926109866760133, -1.182872476100846, -1.173209488264936, -1.163417756088735, -1.1535054467695436, -1.143277069637762, -1.1331498274044165, -1.122926045928087, -1.1126134612144276, -1.1022196586985127, -1.0915593823153462, -1.0810275687860185, -1.0702483831642977, -1.0596069373369381, -1.048736562692842, -1.0378317043629839, -1.0268986578936359, -1.0159434880700697, -1.0047991712892543, -0.993649320968944, -0.9824993163665515, -0.9711892651182843, -0.9598943138226176, -0.9486191034962653, -0.9373680371184134, -0.925836191657918, -0.9144989102103155, -0.903053392279261, -0.8915108501147337, -0.8800262882057068, -0.8684610645380829, -0.8569644345399698, -0.8454023764106161, -0.8339184626317048, -0.8222519004368658, -0.8106769669217404, -0.7990686294542865, -0.7875592375555802, -0.7759067377887757, -0.764364310077474, -0.7526989762179592, -0.7411536064408836, -0.7295041234734914, -0.7179832876417691, -0.706483081108999, -0.6949043315353878, -0.6833622222453534, -0.6718619870767482, -0.6604085624250897, -0.6489102078506014, -0.6375661527317208, -0.626097537003194, -0.6147007581003234, -0.6033791646440205, -0.5920496881630088, -0.5808052412717831, -0.5695660394886982, -0.5583400252344167, -0.5472132831850912, -0.5360340099618118, -0.5249642820881271, -0.5139319925030208, -0.5029432108662272, -0.4920036426161481, -0.48111863915445435, -0.47022678855757777, -0.4594672121922728, -0.4487129753788135, -0.4380344458273484, -0.4273751166044993, -0.41680148483979634, -0.4062593436097816, -0.39581148220342366, -0.3853515707337464, -0.3750489389445207, -0.3646431542449785, -0.3544534630631539, -0.3445222035302215, -0.3343615047707354, -0.32399864553548435, -0.3143648752505539, -0.30453180515105316, -0.2945242145432662, -0.28478374919121147, -0.2748928108969179, -0.2652692009020639, -0.25590190703966587, -0.2464056658975212, -0.23716517930668238, -0.22781513545830828, -0.21837438976714232, -0.20919606791289197, -0.20026913296768864, -0.1912659740374412, -0.18220282005561153, -0.1733944885787031, -0.16453910486956516, -0.1556509751196526, -0.1470180441760049, -0.13862933499830368, -0.12995619041089226, -0.12178788877588743, -0.11335880067165847, -0.10517588152298503, -0.09699815737740083, -0.08883558036847715, -0.08091419999460217, -0.07301304055514331, -0.06514065967806348, -0.057305064643545615, -0.04970557235847214, -0.0421455441681784, -0.034631795830358164, -0.027170658810587087, -0.019937518342580136, -0.012593431246408717, -0.00547748025922224, 0.0015749363852866963, 0.00855929791744417, 0.015471468604291336, 0.02230768149574472, 0.029064521967649862, 0.03573891119068344, 0.042328089638527515, 0.048829600734116255, 0.05524127471916004, 0.06156121281955612, 0.06778777176774319, 0.07391954873251898, 0.08005946672814299, 0.0859949178342569, 0.09193004585725446, 0.09776048266857691, 0.10348612265748941, 0.10910701050878377, 0.11462332962385882, 0.12011720258366142, 0.12550163100285136, 0.1308536412851017, 0.13609261014334126, 0.14121979232676105, 0.14630492495805542, 0.1512761073259729, 0.15613500601988214, 0.16100596475067672, 0.16570013100749842, 0.17039693595030833, 0.1749213680409394, 0.179440301843261, 0.18384251387156442, 0.18817950843821618, 0.1924483128794357, 0.19660103164311432, 0.20068405563121192, 0.20469517673274285, 0.20863246371251257, 0.21249424700234776, 0.21627910367563977, 0.21995023037469552, 0.22357931391350105, 0.2271284886194421, 0.23059717503647228, 0.23398497042187805, 0.2373205338373306, 0.24054477447725664, 0.24371440772103287, 0.24682621404483845, 0.249828783299279, 0.2527723613296169, 0.2556545047684393, 0.25845187255741137, 0.26118570847745193, 0.2638350006956735, 0.26641939876585, 0.26893759777807463, 0.27137178618334634, 0.27375535409390095, 0.2760549085876548, 0.27828660122489984, 0.2804500260849307, 0.28255793544751207, 0.28458356764692083, 0.2865523379056557, 0.2884514854430815, 0.29028136097033114, 0.29205231248897484, 0.29375389004481983, 0.2953955999615358, 0.2969683866697487, 0.298480954619775, 0.2999328445353894, 0.3013237595564692, 0.3026664129260984, 0.303910195448297, 0.30512988132785696, 0.30626633813825255, 0.3073729454167192, 0.3083987430956131, 0.3093485444426781, 0.3102651068544592, 0.31110822247431286, 0.31191443507165356, 0.31267926463114915, 0.31334595423806105, 0.31399818928627, 0.31458215405514206, 0.31510216526902873, 0.3155787672396714, 0.3159948512288858, 0.3163665200324683, 0.31669141141915186, 0.3169592086324083, 0.3171736621649252, 0.3173478357333344, 0.31746581285299363, 0.3175405495818474, 0.3175661228074358, 0.3175445848350289, 0.3174777883906103, 0.31736496750578197, 0.3172055074394661, 0.3170052698356413, 0.3167525176835693, 0.31646907493721904, 0.31613276896528825, 0.3157612345610317, 0.3153461319497309, 0.3148876231257989, 0.31438598806121487, 0.31384161547448636, 0.3132689532897867, 0.312655839694974, 0.3120028119491438, 0.31131048540028944, 0.31057954575367785, 0.3098107416154203, 0.30900487734229687, 0.30818017385406643, 0.30730313814970006, 0.3064097145185575, 0.3054651057083488, 0.30448800979315693, 0.30349822388542225, 0.30245940226785817, 0.30139114208659334, 0.3002944890975674, 0.2991704925772387, 0.29800065347841415, 0.29682503001944793, 0.2956055191530984, 0.294362758889701, 0.29309782407761537, 0.29181177313883977, 0.290485859805544, 0.28914092916175743, 0.28775828996569686, 0.2863587882478802, 0.28494345373586943, 0.2834937323881796, 0.2820303152002077, 0.28053479865102304, 0.27902770425983536, 0.27749081044637985, 0.27594441392103813, 0.2743705033939174, 0.272770348051997, 0.271163830135312, 0.26953331187152557, 0.2678800514444084, 0.26620530402937204, 0.26452826314358746, 0.2628140965816762, 0.26109973101320477, 0.2593684168562778, 0.25760413199938703, 0.25584263353678477, 0.2540676665462849, 0.2522637440266786, 0.2504653652037767, 0.24864060094930246, 0.2468070962775574, 0.24496586476886598, 0.24310233607540674, 0.24123344520749385, 0.2393601156839897, 0.23746833211408694, 0.2355742925893187, 0.23366435129730923, 0.23173995362616923, 0.2298165451127991, 0.22788103145045654, 0.22593475287003773, 0.22399239240069205, 0.22202823724947995, 0.22007005769265606, 0.21809293043200068, 0.2161236806040632, 0.2141381662532228, 0.21215018237649164, 0.21016075141667517, 0.20817085487616435, 0.2061699709133242, 0.20417087417988428, 0.2021633676592394, 0.20015972178136288, 0.1981500578843137, 0.1961357022826827, 0.1941179306995182, 0.19212813169988885, 0.1901361606206557, 0.1880851241256573, 0.18607434757416733, 0.18400965872453823, 0.18198644270063782, 0.18000339475477362, 0.17797179878442496, 0.17598136739801265, 0.17394686440196455, 0.17195432679409423, 0.16992191997014122, 0.16793209204506224, 0.1659834335589914, 0.1639235719182733, 0.16198239003321496, 0.1599367954380432, 0.1580068648435777, 0.15597895001623915, 0.15399599619895044, 0.15205642503561656, 0.15009402520895412, 0.1481116136449136, 0.1461737038911247, 0.14421828370597112, 0.1422479087571917, 0.1403226916225183, 0.13838463811101515, 0.13649108539292634, 0.1345328595706731, 0.1326733989092526, 0.13075347739055837, 0.12882882655969977, 0.12695015763757245, 0.1250680504733883, 0.12323078590573802, 0.12134581400152457, 0.11950669991074633, 0.11766845053493241, 0.11583252729282613, 0.11400031254305439, 0.11217311105178196, 0.110391247316164, 0.10857669422457215, 0.10680779354175625, 0.10501029877450578, 0.10325856714713454, 0.10151638233295128, 0.09975110731439667, 0.09803143861196882, 0.09632374240159097, 0.09459774478746068, 0.0928866864471239, 0.09122046279582323, 0.08954006855048656, 0.08787610217927976, 0.08622896224547773, 0.08457264949035681, 0.0829608972869094, 0.08134195181673069, 0.07974235920003749, 0.07813866915189678, 0.07657886785704396, 0.07501645400871021, 0.07345334688600479, 0.07191245818983193, 0.07039371318341615, 0.06887708064485924, 0.06738350481950711, 0.06589398555186603, 0.06442822538342513, 0.06296821162817995, 0.061515215236121724, 0.060087173359891985, 0.05866745997054601, 0.057257131678339096, 0.05587249501924921, 0.054498223753794206, 0.053135184611897375, 0.05178417612580859, 0.05044593132074386, 0.04912112045047504, 0.04782313564369833, 0.04652657742181089, 0.045245125069966946, 0.043979225197613415, 0.042729275298159605, 0.041495626380140586, 0.040278585537717335, 0.03906814699398019, 0.037875451232153794, 0.03670066028531078, 0.035534572846157284, 0.034387207163156505, 0.03324986132394321, 0.032131852438907677, 0.03102495680554885, 0.029937833061118125, 0.028862714785229882, 0.027800232513768997, 0.026750956862817584, 0.025715401311652123, 0.02470071978091079, 0.023693704587780057, 0.022701641335485006, 0.02173088098317522, 0.020769408921543598, 0.019818072816496637, 0.018888519507879613, 0.017969822664003543, 0.01706771582822463, 0.016177384173563295, 0.015304100525783638, 0.014443318707925226, 0.013595500847257368, 0.012761056675319671, 0.011932210412351991, 0.011133682655227578, 0.01036399443142972, 0.009585346733708276, 0.008800454473248268, 0.008079215121975576, 0.007319066833721078, 0.006619663990200301, 0.005915976662676623, 0.0052101768724412524, 0.004531997086243454, 0.0038534309671765373, 0.0032018574502123117, 0.0025759065982941714, 0.0019507231979911447, 0.0013279212756634954, 0.0007306578249742901, 0.00013684732933425916, -0.0004322712033625931, -0.0009970412731538849, -0.0015380069071077908, -0.002073885056951572, -0.002586874653747348, -0.0030941761530421464, -0.003594826121727716, -0.004087940773677507, -0.004558781484631358, -0.005008537368350827, -0.0054637455906423405, -0.005897714493322049, -0.00631159118521903, -0.006728454212349035, -0.0071252334146847075, -0.0075129801519413, -0.007891260662954248, -0.008250715764633392, -0.008609438100655209, -0.00894961211833348, -0.009272275503897233, -0.009592919383696795, -0.009903262061249715, -0.010196665936920365, -0.010486334949515699, -0.010759555451187862, -0.011022709761227696, -0.011275731409529522, -0.011518582121633883, -0.011751249800813147, -0.01197374656939832, -0.012186106876242732, -0.012392070408139711, -0.012584091059487719, -0.012766205524887799, -0.012938519805456506, -0.013103897035643318, -0.013259305532245975, -0.013402589822943114, -0.013538781270075968, -0.013667490731185207, -0.013784834931774605, -0.01389475955968568, -0.013995543140420535, -0.014087418645825644, -0.014171771934692805, -0.014247412376656613, -0.014315478109757085, -0.014375095352355448, -0.014426538243722871, -0.014470601863552868, -0.014506816349924878, -0.014535779150495157, -0.01455747918322192, -0.014571801482649124, -0.014579086151076944, -0.014579415630772665, -0.014572972903268576, -0.014559830484038657, -0.01454007833744995, -0.014514135448767942, -0.014481554894491667, -0.014443147028445883, -0.01439873194865552, -0.014348453425859303, -0.014292464449238948, -0.014230313846668272, -0.014163355771692246, -0.01409119274310577, -0.014013285410916034, -0.013930474603143606, -0.013842953402723426, -0.01375091654893542, -0.013653739185652929, -0.0135523985005723, -0.013447096701728455, -0.013337161510268484, -0.013222751680028287, -0.013104933169920351, -0.012983910686439292, -0.0128580533849256, -0.012729364200303834, -0.012597117636265148, -0.01246149986535075, -0.01232269990104374, -0.012180908695957355, -0.012037250740255091, -0.011890051741958282, -0.011740436803778124, -0.011588596932850808, -0.011433802631892035, -0.011277171653578942, -0.011118891061239575, -0.01095824587900997, -0.010796331337313812, -0.010632444044093817, -0.010466786366097134, -0.010299559455058765, -0.01013351379683737, -0.00996454829287851, -0.009789615416659316, -0.009625420843062395, -0.009447560249227091, -0.009280502822278517, -0.009100602784781144, -0.008931535688855036, -0.008757933325931527, -0.008580207972433865, -0.008413154838612432, -0.008235176788195842, -0.00806091653382602, -0.00789033327450106, -0.007716777706741281, -0.007547092646714395, -0.0073749127230935485, -0.007200618493456369, -0.007030582163620657, -0.0068588702886006716, -0.006691536550538416, -0.006528482374672176, -0.006358803266520369, -0.006193779569742035, -0.006033290301281015, -0.005867294793741622, -0.005710971274919518, -0.005549739924326945, -0.005393369612734967, -0.0052373210133955855, -0.0050818567443773515, -0.004931339819296333, -0.004781625250853201, -0.004632943165727915, -0.004489228155651775, -0.004346712256541703, -0.004205593519912517, -0.0040660579464971616, -0.003928279335234133, -0.0037955205758409463, -0.0036616103972001044, -0.0035327778867254157, -0.003406053485589487, -0.0032815574742270973, -0.003159398762321429, -0.0030396750947353788, -0.0029224732996476293, -0.0028101137423996725, -0.0026980780672620575, -0.0025887649456977843, -0.0024822207272626345, -0.0023784825485397695, -0.0022775787408511766, -0.002179529250488324, -0.00208434606806847, -0.0019920336638710196, -0.0019011108336640511, -0.0018145970690923304, -0.0017295871316704691, -0.0016462618027544445, -0.001567188613600122, -0.0014898515594867847, -0.00141546810036028, -0.0013439834225007186, -0.0012743723326376587, -0.0012076471953255973, -0.0011437374007930866, -0.0010817569720490273, -0.0010217725164291182, -0.0009645578785708947, -0.0009100239495657607, -0.0008574445257338976, -0.0008068476653964836, -0.0007588109596660816, -0.0007127102489269671, -0.0006685487771438542, -0.0006263211755268075, -0.0005864420580160261, -0.0005484048841580095, -0.000512187071829362, -0.0004781059371044784, -0.000445411060651119, -0.00041473395456028214, -0.0003854129269388484, -0.0003577229852380251, -0.0003318513505295632, -0.00030725401757928376, -0.00028413298894775207, -0.00026243253495638675, -0.0002419248112087968, -0.0002229081614971546, -0.00020499474402553875, -0.0001881629789361757, -0.00017262805399010855, -0.00015796596448785214, -0.00014447842335218338, -0.0001318022619807244, -0.00012009632479935572, -0.00010922527162008971, -9.922123926242182e-05, -8.996520360834802e-05, -8.142052970160059e-05, -7.355010894013718e-05, -6.631669744383114e-05, -5.968321904182487e-05, -5.361303336083177e-05, -4.807016990855249e-05, -4.2990263029125234e-05, -3.8400946631418806e-05, -3.421338653748387e-05, -3.040380793461582e-05, -2.696657182454747e-05, -2.3871550455339403e-05, -2.1075996054035507e-05, -1.855818380106059e-05, -1.630800157886294e-05, -1.429126168875066e-05, -1.2454992255014476e-05], 'MSE': 31496.380995584528, 'R_2': 0.7715440646632966, 'U_norm': [-112.93806537323587, 0.2051626344841559, -0.18646557780970438, -0.168123119602716, -0.13658122966076897, -0.11275998516644117, -0.09897558192474916, -0.05154191628282287, 35.40204524618454, 53.68450172223093, 29.24871951356931, -0.07753658099579272, -0.030614060808245944, -0.028751836631528804, -0.03650782306746253, -0.03977822280181782, -0.048727803295418315, -0.05215577327903001, -0.06378848819772173, -0.070624308010512, -0.07999767789806915, -0.30109167669599224, -2.5608498037578213, -0.0073094048855444505, -0.07249784501652629, -0.06845823704437462, -0.06318662849633298, -0.05722579202223875, -0.050833505224719765, -0.04504220200473227, -0.03845599342609039, -0.03201204322293516, -0.026826349348341907, -0.021647798132667203, -0.016950852191817654, -0.013045035685320734, -0.009852307089038559, -0.006399667103748138, -0.003914228236243062, -0.0017437534858669522, 4.030939524209675e-05, 0.0015466269857349903, 0.0027723265372471724, 0.003724225400132724, 0.00441252136014376, 0.004922358702534983, 0.005262043838970272, 0.005511217158315139, 0.005597579231024008, 0.005578507235841446, 0.005437002877533211, 0.0052302263162574275, 0.004984423726913418, 0.0046828493641730565, 0.004346413096805383, 0.003986882527833307, 0.003614112335983186, 0.003236649017585277, 0.0028617637271998327, 0.0024955052665431975, 0.0021427712761306872, 0.0018073944982678089, 0.0014922403298773064, 0.001199311658259491, 0.0009298570765220166, 0.0006844789160852388, 0.00046323803039122267, 0.0002657528460701579, 9.129081021164013e-05, -6.11490433352215e-05, -0.00019276314161567037, -0.0003048802944251768, -0.0003989083600578513, -0.00047629021715059935, -0.000538468377306984, -0.0005868574184479388, -0.0006228233278837716, -0.0006476688070572488, -0.0006626235954581545, -0.0006688389112112154, -0.0006673851688878316, -0.0006592522168188579, -0.0006453514283452882, -0.0006265190786464052, -0.0006035205352680838, -0.0005770548814384662, -0.000547759674171803, -0.0005162156146270724, -0.0004829509730360173, -0.0004484456673013219, -0.0004131349401949242, -0.0003774126178274026, -0.00034163396086347953, -0.00030611814014764455, -0.0002711503823338529, -0.00023698383766636167, -0.00020384122479099578, -0.00017191630636933792, -0.0001413752462668254, -0.00011235789356011159, -8.497903273581581e-05, -5.932963138929339e-05, -3.547810947259173e-05, -1.3471646220932768e-05, 6.662466531928259e-06, 2.4915422196403497e-05, 4.1295451657459686e-05, 5.5826337856813995e-05, 6.854590390372647e-05, 7.950448803225202e-05, 8.876341998333847e-05, 9.639351359986825e-05, 0.00010247359031173571, 0.00010708904734718728, 0.00011033048378324484, 0.0001122923952970356, 0.00011307194753520139, 0.00011276783517834287, 0.00011147923284592426, 0.0001093048413322303, 0.00010634203168712981, 0.0001026860865993215, 9.842953802590001e-05, 9.366159751282967e-05, 8.846767554443248e-05, 8.292898489428695e-05, 7.71222227280726e-05, 7.111932538912367e-05, 6.498728938727569e-05, 5.8788051899574956e-05, 5.257842411966127e-05, 4.641007102359884e-05, 4.032953137590494e-05, 3.4378272736473144e-05, 2.859277650865545e-05, 2.3004648978926888e-05, 1.7640754926351064e-05, 1.2523371273345142e-05, 7.670358863563548e-06, 3.095351357087461e-06, -1.1920388753010078e-06, -5.1859974700302945e-06, -8.884266355058516e-06, -1.2287882620634787e-05, -1.5400896954556556e-05, -1.8230071568399546e-05, -2.0784558471833102e-05, -2.3075560667618745e-05, -2.511598033706304e-05, -2.6920060307410795e-05]}, 'iteration_15': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-20321.522156257804, -6.403731496099181, -6.734682829717019, -7.659803395029406, -8.925532976537982, -8.132570254998674, -8.471642643416015, 9.55053722836294, 7261.054171505307, 9504.169702405863, 4484.772351949287, -8.834162349310738, -6.799860362554709, -6.266727824787011, -6.48234355308545, -6.250723985020943, -6.403003406355254, -7.06644162696937, -8.031440990701748, -9.075430883898422, -10.012382705236552, -420.98355134895866, -130.25306373945327, -11.27255382682831, -11.271487567022444, -11.061969563937382, -10.670728539385825, -10.111007427562658, -9.442172473166899, -8.776873474539082, -7.892074849286696, -6.969454650967335, -6.157450778337091, -5.3184204410951175, -4.476462052692493, -3.6973542929924457, -2.965765676596601, -2.380820367206974, -1.823738444659208, -1.322494792239016, -0.8875714250317287, -0.5163896125192419, -0.20523654441445818, 0.05040686659657437, 0.25557836454440813, 0.41558733811638116, 0.535808752369349, 0.6215164490818584, 0.6777547240269053, 0.7092441428688253, 0.7203189823939241, 0.7148908475928021, 0.6964345583594034, 0.6679911620714114, 0.6321838979335891, 0.591243416475424, 0.5470388215513572, 0.5011119553590143, 0.4547128626640641, 0.4088349167995296, 0.36424854748041197, 0.321532880973443, 0.2811048883502339, 0.24324584712161726, 0.20812506837003994, 0.1758209389398016, 0.14633938995611834, 0.11962993900005943, 0.09559947345743881, 0.07412395185779946, 0.055058203712874565, 0.038244008206291584, 0.023516629783718424, 0.010709985302309578, -0.0003393875451485461, -0.00978939662941315, -0.01779034019972793, -0.024483582657188425, -0.030000824269886196, -0.034463839791199574, -0.03798457401042473, -0.040665496145404045, -0.042600129421595745, -0.04387368645914809, -0.04456375486712317, -0.044740990186995094, -0.044469784757201064, -0.043808891026882006, -0.0428119863467279, -0.0415281730812338, -0.04000241317296576, -0.03827590023795525, -0.036386374824681406, -0.03436838997040764, -0.03225353483879926, -0.03007062400628898, -0.027845859508603077, -0.025602971880789638, -0.0233633455779576, -0.021146133196560363, -0.018968361979099114, -0.016845035263131775, -0.0147892307759577, -0.012812197025722984, -0.010923448607740362, -0.009130860812080277, -0.00744076376516304, -0.005858036119964714, -0.0043861983131524805, -0.003027505386303538, -0.0017830392974308227, -0.0006528007720144962, 0.00036419941742197676, 0.0012698497763098122, 0.002066848153342457, 0.0027586127157699742, 0.0033491940286526213, 0.0038431885183958757, 0.004245653645885481, 0.004562025153244548, 0.0047980368489777825, 0.004959643320719824, 0.00505294606074557, 0.005084123422207913, 0.005059364847471596, 0.004984809771974248, 0.004866491547548602, 0.004710286685226529, 0.004521869560733609, 0.004306672744548639, 0.004069852924999349, 0.003816262381632892, 0.0035504258886597593, 0.003276522853350837, 0.002998374439889663, 0.0027194354458418236, 0.0024427905904326613, 0.0021711549376536967, 0.0019068781180846758, 0.001651952082221535, 0.0014080221035098189, 0.0011764007935527712, 0.0009580849093313306, 0.0007537747586664574, 0.000563895985215222, 0.00038862349285638683, 0.0002279072252487749, 8.149942170955133e-05, -5.101709121767861e-05, -0.00017020013702220214], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [158.52033835167833, 7729.7445803349065, 3399.874736058609, 1220.2807527488492, 296.62941202997155, -71.43290002184159, -203.88827717163753, -238.57549052782983, -234.41315829176995, -216.18623797726073, -194.117064242068, -172.22142787614447, -152.05958244761544, -133.89848649602948, -117.89240976454882, -103.77223230273752, -91.36811678329204, -80.57210711579641, -71.1157091481594, -62.841310412272655, -55.6051686500525, -49.31698465192283, -43.7765969277864, -38.9556231208096, -34.70071114087166, -30.96515065803919, -27.67845423584566, -24.779147377504277, -22.1997674611865, -19.911748288324645, -17.863696373906894, -16.03411872979853, -14.38426707284786, -12.898546945561618, -11.547943292568403, -10.31558172356262, -9.186941594632316, -8.149567042759255, -7.192798925229694, -6.303548556889986, -5.482352119893731, -4.714876123661203, -3.9993208036795793, -3.3279389709992087, -2.6997223037408737, -2.1085645203578047, -1.551780075185621, -1.0270016409724507, -0.5340039912772204, -0.06702638246903679, 0.3735901878306223, 0.7893711451921257, 1.1830850736621068, 1.5544279769194709, 1.9046012710947084, 2.2369102719598586, 2.5539337488538503, 2.846397171434952, 3.126117229118882, 3.384949050619061, 3.639519311661099, 3.867501704883975, 4.09112888655965, 4.297222803281383, 4.492637948471098, 4.672513895430122, 4.842694109280756, 5.003254205423209, 5.154308473048907, 5.296004840157238, 5.425356207796234, 5.546301673826422, 5.659007630098388, 5.761288796265753, 5.858325886258506, 5.945789461806126, 6.0262376636102095, 6.099868055822698, 6.16688735700385, 6.227509307312316, 6.281952753104192, 6.3295176961181205, 6.3724023802642495, 6.409770185255812, 6.441845700396673, 6.468392123720495, 6.490644719597303, 6.508258025748549, 6.521445611404027, 6.530416544984221, 6.5354259967628465, 6.5365074550915665, 6.5339025533888435, 6.527887720405424, 6.518282892961452, 6.505651039929209, 6.490047641566985, 6.471348868706755, 6.449619473826479, 6.425661191008565, 6.3989478639226745, 6.369558873999402, 6.338019033807507, 6.304482494761505, 6.268620895378002, 6.231015872001023, 6.191300944927317, 6.149570237798504, 6.106445068842829, 6.061516525075378, 6.0148803496622305, 5.967177877159526, 5.917969639737401, 5.867348872528723, 5.815408428306958, 5.762794469753877, 5.70848936490625, 5.65368874868959, 5.5973723320379944, 5.5407281283733765, 5.48273878294817, 5.424577725005442, 5.365235389000808, 5.3053325407754635, 5.244941691375419, 5.183611165305903, 5.121941203207792, 5.059996549197541, 4.997336927667433, 4.934536898473134, 4.871652708257788, 4.807777135445603, 4.744423697915039, 4.680222844994759, 4.616180250881154, 4.551889417082819, 4.487413982995823, 4.422815121258721, 4.358151466176324, 4.293894902539311, 4.229258865542203, 4.164718309661217, 4.100321421761183, 4.035731125672052, 3.9713895508782104, 3.9073369766798955, 3.8436111492689014, 3.7798973858384386, 3.716252567268063, 3.652730769061598, 3.589709271619341, 3.526894887199181, 3.4643335481808233, 3.40206846555132, 3.3413222173143198, 3.2800272373045036, 3.217442986057738, 3.1564686672086206, 3.097048043333414, 3.0365290258818103, 2.977589689953223, 2.9177104329578283, 2.8570326111831115, 2.8003492109098436, 2.74287484958816, 2.6847372229153033, 2.628202839435913, 2.571124242031139, 2.5136159484398966, 2.459720701343191, 2.4034691995491277, 2.348843354765406, 2.2957763965050764, 2.242452625858114, 2.1889622890782134, 2.13539112839114, 2.0834193926810176, 2.032978919079873, 1.982497796282777, 1.9320479591668192, 1.8816971998152872, 1.8328820013339187, 1.7842036083427244, 1.73571992833708, 1.6874850336673184, 1.640759100395178, 1.594301879203954, 1.5481588965018738, 1.5034713852991615, 1.4580443215023948, 1.4140784284259573, 1.3705095775065301, 1.3273698162088245, 1.2846883612883233, 1.243394104064848, 1.2016762075786698, 1.1613331515366554, 1.120667835055813, 1.081358688785865, 1.0418165109621496, 1.0036064262263718, 0.9652413455526717, 0.928179739132661, 0.8910309445055549, 0.8545123309110839, 0.8192469442261343, 0.7839788128649312, 0.7493505928721274, 0.7148065185255591, 0.6814781747470003, 0.6482698542122204, 0.6157335524452227, 0.5838641924919706, 0.5521917939128366, 0.5212075169598298, 0.49090266434737767, 0.4608526038807119, 0.43149358346186983, 0.40281416765924877, 0.3744312762300947, 0.3467318669755351, 0.31935812171333894, 0.2923351189674926, 0.26600423601552653, 0.24004244767793884, 0.21476379938705387, 0.18986726217031685, 0.16536855895318736, 0.14128144867071774, 0.11787002153326856, 0.09487250236101863, 0.07206551374819725, 0.050155581992807854, 0.02845059231445154, 0.007188530395003095, -0.013626745291817568, -0.03399254764284394, -0.05390727287224133, -0.0733703160159007, -0.0925496937175047, -0.11110427000421957, -0.12936494905948887, -0.1473150651576613, -0.16465710434744227, -0.181685163160455, -0.1983869987155133, -0.21450378202920498, -0.2304150884607123, -0.24586951882060262, -0.26098402074868154, -0.2756488168207479, -0.2900716553097065, -0.30404550092380905, -0.3176712943855425, -0.33094708022571956, -0.34387181990390325, -0.35644531831305953, -0.36866815340738507, -0.3805416090786161, -0.39206761135928586, -0.40331361176826924, -0.41421147838325684, -0.4248239175640303, -0.43509065886210235, -0.4450698810362599, -0.45470843343083706, -0.4641081359877447, -0.47312392542943654, -0.4819855118210531, -0.49038636176398814, -0.49874113026217415, -0.506647053491746, -0.5141310704898799, -0.5215460989570293, -0.5285519759571209, -0.5354654507287453, -0.5419844802857116, -0.5483923084879023, -0.5544218980354982, -0.5600964949939813, -0.565653209372469, -0.571072458096902, -0.5761479385730415, -0.5810778457976614, -0.5856825055284633, -0.5901361120666678, -0.5942831402142559, -0.5982758602962066, -0.6019805953150347, -0.6055296325181748, -0.6089138935243908, -0.6120293498537467, -0.6149820276551391, -0.6176849134844992, -0.6202280474675511, -0.6226062611398178, -0.6247554479195446, -0.6267985363971881, -0.628571256298499, -0.6302321702549732, -0.6316892244272074, -0.6329883758516027, -0.6341285414898907, -0.6351092517209539, -0.6359126763413432, -0.636565560658919, -0.6370683539704427, -0.6374219557967368, -0.637627675527496, -0.6376874429019451, -0.6376058457165585, -0.6373883461377271, -0.6370367576093218, -0.6365533968662233, -0.635927118634437, -0.6351858266975704, -0.6343210880451667, -0.6333359464376473, -0.6322335666078124, -0.6309938543476348, -0.62966532928586, -0.6282033448724604, -0.6266627298719338, -0.6249931344511146, -0.6232246998449115, -0.6213611998367057, -0.6194063793820572, -0.6173311040024174, -0.6151703366315077, -0.6129279216496587, -0.610572687382041, -0.6081421549583041, -0.6056401249035048, -0.6030702915745165, -0.6003627159890443, -0.5976302539842985, -0.5948027056730568, -0.5918828677896061, -0.5889113879890399, -0.585853898910244, -0.5827513514154594, -0.5795691205274889, -0.5763482429974586, -0.5730161253898721, -0.5696516978953651, -0.566220288979175, -0.5627626499907794, -0.5592068448265567, -0.555630930004686, -0.551963629777279, -0.5482822029252725, -0.5445161921894941, -0.5407418306118246, -0.5369254713688203, -0.5330345709002169, -0.5291082668800476, -0.5251494772477184, -0.5211610483410966, -0.5171116187507803, -0.5130725250049106, -0.5089451529799283, -0.5048003478750551, -0.500640594684246, -0.49643615087765364, -0.49222229148783897, -0.48796995036834, -0.4836825457454596, -0.47939383927382617, -0.47504582812369106, -0.4707020819926278, -0.46633527733130603, -0.4619484170128734, -0.4575444123123456, -0.4531260803193585, -0.44866885191707795, -0.44423037876363863, -0.4397590540068484, -0.43528458846063584, -0.4307838052687609, -0.42628530888925886, -0.42176660251330367, -0.41725518449072413, -0.4127054999220245, -0.4081918382662572, -0.4036002915082319, -0.3990721756024542, -0.3946284158906205, -0.3900507373052845, -0.38534928358912374, -0.38094885343957585, -0.37642767558065404, -0.3717952612247679, -0.3672562870098474, -0.3626164939427988, -0.35807219764264936, -0.3536203895984181, -0.34907832241154885, -0.3446303364887497, -0.3401009974589431, -0.3354982327026411, -0.330994713772781, -0.3265871126624548, -0.32211417675792375, -0.31758301167043285, -0.31315158854112163, -0.3086686625224024, -0.3041407276015477, -0.2997151556021564, -0.2953883149848048, -0.2908869341168585, -0.2866213072724967, -0.2821923678618475, -0.277865995218214, -0.2735155719291503, -0.2691460329918556, -0.26487919382787306, -0.26059685532904847, -0.2563034120651685, -0.25200305354783453, -0.24780605585483878, -0.2436047193143583, -0.2394027414026602, -0.23520362823517685, -0.2311070187545989, -0.22692099279796377, -0.22283887258301335, -0.2187672337109957, -0.21470880401125458, -0.21066614592711513, -0.20664166099734133, -0.20263759463284944, -0.19865604113011906, -0.19469894886761607, -0.19076812563635973, -0.18686524406043814, -0.18299184706780144, -0.1791493533759672, -0.17533906296135995, -0.17149678911055036, -0.1677560722418752, -0.16398880019982864, -0.16026109674350134, -0.1565736223174111, -0.15292695252700975, -0.1493215830647433, -0.14570385915900144, -0.14213112310079581, -0.13855238126337396, -0.1350216904839139, -0.13153898195971667, -0.12805710168363205, -0.12462552246060159, -0.12124393193918488, -0.11782555342008923, -0.11450325587141244, -0.11115045448201352, -0.10789247780753233, -0.10460962766405357, -0.10138265539008427, -0.09817433774098698, -0.09498692478220308, -0.09185676843676535, -0.08874952309683605, -0.08566702598851274, -0.08261096581889447, -0.07958288897283829, -0.0765842057713361, -0.07364486382527101, -0.07070783153191978, -0.06780369280206372, -0.06493337576745546, -0.062097703260361105, -0.05927277896632528, -0.05650921549616032, -0.05375902221663499, -0.05102477963367438, -0.048352362468241775, -0.04569780046000419, -0.04306322791901315, -0.040470394565859574, -0.03790008151308917, -0.0353725507510105, -0.03286961796329917, -0.03039273987487826, -0.027960094372447845, -0.025538622823867204, -0.02316260115425923, -0.0208161725056141, -0.018500225620095827, -0.01620123210940708, -0.013948969000292627, -0.011715844823712998, -0.009516637527828685, -0.007351731429004041, -0.005209328076122288, -0.0031025779986946205, -0.001020305268030538, 0.0010253462384113808, 0.0030449540241160736, 0.005037512019586579, 0.007002125848160487, 0.00895702611315375, 0.010826098694655489, 0.012720909566304417, 0.014549719941107962, 0.01639831093291836, 0.018181414408361633, 0.019902241839348685, 0.021637959795871024, 0.023312101421217694, 0.024996623103531276, 0.026686939240760068, 0.02825089965014573, 0.029883513298540613, 0.03145519015605448, 0.03296900425148132, 0.03448287348180522, 0.03594043960685959, 0.03739551525182156, 0.03884501288126313, 0.04023894366714371, 0.04158012812618709, 0.04295845576460898, 0.04424062514762106, 0.045555114128571474, 0.04681753977707505, 0.048067719222418426, 0.049268114941726934, 0.0504555123213696, 0.05162820684260298, 0.05275317621849628, 0.05389326692458646, 0.054956580364794706, 0.05603238138088836, 0.05706284479652091, 0.05807577692555428, 0.059070185527564205, 0.0600451874883965, 0.061000003769936965, 0.06191271732089951, 0.06280588836987179, 0.06367892496760955, 0.06453131934309161, 0.0653626431134428, 0.06617254252552685, 0.06696073376162147, 0.0677117332612968, 0.06845665458051316, 0.06916553917661282, 0.06986667437513772, 0.07054552237351679, 0.07119027826274663, 0.07182533961555296, 0.07243834326536903, 0.07302944659243352, 0.07359883760664422, 0.0741557566518471, 0.07468189654967257, 0.07519510476156546, 0.0756867000068597, 0.0761570401783166, 0.07660649554342479, 0.07704174199205996, 0.077456091657575, 0.07785551343048969, 0.07823421658256857, 0.07859270402987593, 0.07893595121301696, 0.07925934655303733, 0.07956727689488029, 0.07985584247842868, 0.08012888330258952, 0.08038314580017036, 0.08062196323081755, 0.08084517231387507, 0.08105039321824657, 0.0812402841341125, 0.08141480071262298, 0.08157394158810767, 0.08171631081166018, 0.0818450380129744, 0.08195752985267409, 0.08205533354009345, 0.08213933509195374, 0.08220806039360275, 0.08226260345356583, 0.08230348572079614, 0.08233018432447496, 0.08234344941970978, 0.08234324899506001, 0.08232987326108551, 0.08230334756163375, 0.08226405670417579, 0.08221233176149143, 0.0821479536692095, 0.08207164957133539, 0.08198305965818506, 0.08188231962356526, 0.08177044780259071, 0.081646901705261, 0.08151187535155345, 0.08136661836096616, 0.08120934059353865, 0.08104240448613276, 0.08086383973303703, 0.08067622716878121, 0.08047743771645355, 0.08026893949602959, 0.08005102525848685, 0.07982399248123635, 0.07958675779653382, 0.07934096079211014, 0.0790854834626376, 0.07882202886886303, 0.07854944818745274, 0.07826801174852167, 0.07797799893052638, 0.07768420899337403, 0.07738247550454629, 0.07706395899244976, 0.07674410263431128, 0.07640797400145943, 0.0760711493928611, 0.07573396484886742, 0.07538139502751634, 0.07502906738091245, 0.07466197475590626, 0.07429571931414866, 0.0739153565720122, 0.07353641086014923, 0.07315909641581567, 0.07275364532815304, 0.07236540911895342, 0.07194990575782598, 0.07155194926821855, 0.07112762731697084, 0.07070666404368853, 0.07028917504958246, 0.06986104756377787, 0.06942275388925476, 0.0689887065838655, 0.0685451729241897, 0.06809263134990354, 0.0676450506728262, 0.0671891160417219, 0.06673847520310756, 0.06626709013203445, 0.06581446517804584, 0.06534201897085436, 0.0648632240509859, 0.06439087853082558, 0.06391274078665819, 0.06344124995694615, 0.06295265483959256, 0.06247120939565822, 0.061985321522752296, 0.061495394210566864, 0.061001821935966115, 0.060504989988942624, 0.06001605075393591, 0.05951363811461582, 0.05901948663673901, 0.058512911992907694, 0.058014924745752455, 0.05751542233067865, 0.05700498614643342, 0.056503548915556805, 0.05600149774018337, 0.055489892869866914, 0.054978556697863855, 0.054476619691198144, 0.05396639614823284, 0.05345716228361383, 0.05294913532399854, 0.05243429778974163, 0.05192945158298178, 0.051418491235259024, 0.05090980856651386, 0.05039596904929284, 0.04989245776332542, 0.049384377525408064, 0.048872304646437735, 0.04836378503855156, 0.04785891545093247, 0.04735108439623058, 0.04684735453622623, 0.046341373206400686, 0.0458398902870643, 0.045336805086247496, 0.044832554917481275, 0.04433343390367407, 0.04383370405133357, 0.04333375138604381, 0.0428394347057592, 0.042345363645742165, 0.041851875601497356, 0.041359290685279326, 0.04086791201331103, 0.040378026037867866, 0.03989467950985804, 0.03940846108034838, 0.038924500649852874, 0.03844302204909169, 0.037964234571238625, 0.037488333458250735, 0.037015500397109505, 0.03654187061226643, 0.03607182988796084, 0.03560551586041949, 0.035139311194346955, 0.03467725941630011, 0.03421589944618055, 0.03375905666040585, 0.033303421046995435, 0.03285260935909539, 0.03240345746598808, 0.031956252074517494, 0.03151126165182826, 0.03106873696360195, 0.030631805634166027, 0.03019482100958311, 0.02976095561789444, 0.029333067439053902, 0.02890591239120207, 0.02847985982168937, 0.028060185220271237, 0.027642019325854236, 0.027228007864454427, 0.026815982166861062, 0.026408426755012246, 0.026003268898266187, 0.025600750987021085, 0.025201097637878145, 0.024800567101987362, 0.02441119815407703, 0.02403251829693723, 0.02364592159537916, 0.02325250001869323, 0.022887544003096977, 0.022499173839251967, 0.022138310693299298, 0.021771666550062924, 0.021400156071389176, 0.021039460013890045, 0.020674724994889055, 0.02032070885271186, 0.019976939472874194, 0.019629812021254626, 0.019280052533556864, 0.018940726577864296, 0.018599357410441004, 0.018268224057130692, 0.017935568613325972, 0.01761292763419612, 0.01728922385572932, 0.016975293985623367, 0.016660704407550745, 0.0163459455762154, 0.016031479453210557, 0.01572682326803675, 0.015431527086846367, 0.015128091905953468, 0.014834238326983992, 0.014549523461871041, 0.014258016095087707, 0.013975797279723267, 0.013695166615247925, 0.013416406352397147, 0.013146582174859072, 0.012872100690501216, 0.012606583993225276, 0.01234960869888709, 0.01208884165437082, 0.011830836774738722, 0.011581333300254997, 0.011329141986491743, 0.011085372264439352, 0.010844582536581274, 0.010606892178373562, 0.010372407301337669, 0.010141221448262934, 0.009913416281071131, 0.009689062257719963, 0.009464125866470439, 0.009246984796726592, 0.009033441145697872, 0.008823527095016508, 0.008613712590194514, 0.008407817600361769, 0.008209146454532473, 0.00801095877958446, 0.007813591941636243, 0.007623289038519718, 0.007433975878227596, 0.007248689459822192, 0.0070673867757827386, 0.006887461770768586, 0.006711612018565583, 0.00653740140316558, 0.006367316816895639, 0.006201284288808078, 0.00603710938807198, 0.005876994507735781, 0.005718891819348364, 0.005562939563916122, 0.005411077422832503, 0.005261459057940389, 0.005115866931922781, 0.004972581905985558, 0.004831688913137709, 0.004693261645539681, 0.004558795572643667, 0.004425422022075153, 0.004295996911550727, 0.004169128411131986, 0.004044848779830981, 0.003923182536082855, 0.0038030261162767852, 0.003686677595453739, 0.0035729732487791988, 0.0034609234375601217, 0.003351592165677565, 0.0032449636099608757, 0.0031410177672401896, 0.0030388979498846775, 0.0029394803515511, 0.0028427305188680353, 0.0027478807504210992, 0.002654986310681653, 0.0025647617397645227, 0.0024771567280254484, 0.0023908973857383257, 0.0023072615686585566, 0.0022256314676303234, 0.0021460219720279895, 0.002068441908455291, 0.0019928945087524497, 0.0019198412093869436, 0.0018483273125783728, 0.0017788274940751996, 0.0017113269060131501, 0.0016454242213282174, 0.001581517044812135, 0.001519578659570421, 0.0014592492190727978, 0.0014008600228400602, 0.0013440764394640307, 0.0012889056785971088, 0.0012353498984605975, 0.001184177859757063, 0.0011340457499603863, 0.0010840952695219295, 0.0010389258888572799, 0.0009917772176361642, 0.0009490985008466718, 0.0009047967709211358, 0.0008646597708974057, 0.0008248894834344484, 0.0007856258800836537, 0.0007500042923100776, 0.0007133681414566258, 0.0006787616258164854, 0.0006460519483558581, 0.0006139145235531101, 0.0005835693623154877, 0.0005538287187140166, 0.000524765817475256, 0.0004973922276468427, 0.00047070049339128015, 0.00044558244169057797, 0.0004219311284619127, 0.0003981594470604272, 0.00037584089868788264, 0.0003548740698568272, 0.00033393542665556493, 0.00031489579213468953, 0.00029593293728771283, 0.0002781822331561768, 0.0002610838595304099, 0.0002446492888075576, 0.0002292974811921305, 0.0002145641684825801, 0.0002004532894614565, 0.0001872993081410562, 0.00017471932800382437, 0.00016271181483073604, 0.00015127262656732513, 0.00014039527842415843, 0.00013030245690193558, 0.00012050396121695963, 0.00011143544198235746, 0.00010285516923115673, 9.475135255065177e-05, 8.711107782773253e-05, 7.99204892093697e-05, 7.31649590371054e-05, 6.695075482046893e-05, 6.1009089747241456e-05, 5.545617744090322e-05, 5.027572342878401e-05, 4.545133080011798e-05, 4.096659948715591e-05, 3.6805214947996594e-05, 3.295102677498961e-05, 2.9388117783874173e-05, 2.6047890745757522e-05, 2.3026065543929106e-05, 2.0206124389465453e-05, 1.7586622715167507e-05, 1.5234076899989775e-05, 1.3059742572147638e-05, 1.1087583637236863e-05, 9.30345129868807e-06, 7.67193784469206e-06, 6.207276319519632e-06, 4.896638942435151e-06, 3.712956768632331e-06, 2.650554027512471e-06, 1.7146504893084032e-06, 8.941767957589581e-07, 1.7045395337034873e-07, -4.623618528422337e-07, -1.0042486510815896e-06, -1.4691854741079712e-06, -1.8628072216013773e-06, -2.1907015662223538e-06, -2.4557546671408373e-06, -2.667141650137368e-06, -2.8298079501963183e-06, -2.9475073128397023e-06, -3.0272345124225316e-06, -3.0715831862281324e-06, -3.085523592905265e-06, -3.072307210586024e-06, -3.035996411923966e-06, -2.979233472511354e-06, -2.9053723549520418e-06, -2.817270746233678e-06, -2.7166267791712783e-06, -2.6075764998498936e-06, -2.4904168043947e-06, -2.3670011160450886e-06, -2.2411052553868663e-06, -2.111222589869009e-06, -1.981794746426201e-06, -1.8510195387934108e-06, -1.7219821490382564e-06, -1.5946495490650962e-06, -1.470736714235842e-06, -1.3500088204104057e-06, -1.2330653671425886e-06, -1.1203989053604077e-06, -1.0124016787829047e-06, -9.093729327751207e-07, -8.115266709790275e-07, -7.18999663304585e-07, -6.313463489356976e-07, -5.496408836600305e-07, -4.728478663680828e-07, -4.0098736377615557e-07, -3.3438716862739753e-07, -2.7287082522038596e-07, -2.1594205662520662e-07, -1.6346608976232724e-07, -1.1551862155428475e-07, -7.162802672396398e-08, -3.084076907855602e-08], 'MSE': 30363.078018612807, 'R_2': 0.7797643675501662, 'U_norm': [-128.19504679589042, -0.04039690789392742, -0.04248466103437002, -0.04832063499587475, -0.056305286031597894, -0.051303008524357874, -0.053441992029930066, 0.06024802460670301, 45.80518979563636, 59.955522543414084, 28.291463459591878, -0.055728889158219025, -0.04289582299398707, -0.03953264231775531, -0.04089281938355826, -0.03943168467432931, -0.04039231485714225, -0.04457750792899188, -0.05066505086206798, -0.057250892817394705, -0.06316150235039905, -2.6557068732600326, -0.8216804564635132, -0.07111108873773264, -0.07110436240962305, -0.06978265186040614, -0.06731457092310222, -0.06378366051338555, -0.05956442301640069, -0.05536749152639966, -0.049785882024070104, -0.04396568122469433, -0.03884328568513464, -0.03355039805010162, -0.02823903927630871, -0.023324163562481702, -0.018709054704343066, -0.015019021510291785, -0.01150476000069498, -0.0083427452173505, -0.0055991012627762005, -0.003257560631176969, -0.0012947016573429425, 0.00031798359259186586, 0.0016122749147852707, 0.00262166573192467, 0.0033800631446539837, 0.003920736333716483, 0.004275506425881077, 0.0044741523487098565, 0.004544016188645677, 0.004509773675240747, 0.004393345149672575, 0.00421391456912178, 0.003988030215258681, 0.0037297637873789377, 0.003450906225858179, 0.003161183993662941, 0.002868482796696535, 0.0025790691705035664, 0.002297803246751736, 0.002028338350142489, 0.0017733048754674506, 0.001534477216563193, 0.0013129234451012394, 0.0011091380518532905, 0.0009231584523667043, 0.000754666186439168, 0.0006030738681533723, 0.0004675990018877984, 0.00034732580301796565, 0.00024125616102818522, 0.00014835086822849355, 6.756221588401456e-05, -2.1409716210093277e-06, -6.175483063529772e-05, -0.00011222749343688484, -0.00015445073456285354, -0.00018925536392504056, -0.00021740957792565715, -0.00023961956222304286, -0.00025653172736043534, -0.0002687360495301656, -0.0002767700788105944, -0.0002811232641267588, -0.00028224132457273135, -0.0002805304688358229, -0.00027636132727084067, -0.00027007251479209415, -0.000261973785750947, -0.00025234877531443874, -0.0002414573467691008, -0.0002295375802814279, -0.0002168074481172209, -0.00020346622542344846, -0.00018969568431077212, -0.00017566111609793506, -0.00016151222104004558, -0.00014738389952509214, -0.00013339697262049907, -0.00011965885394087951, -0.00010626418962275528, -9.329547840073069e-05, -8.08236796752426e-05, -6.890881473711662e-05, -5.760056358430513e-05, -4.693885879894619e-05, -3.695447657692507e-05, -2.766962502548003e-05, -1.909852971089951e-05, -1.1248015990901941e-05, -4.1180884420619814e-06, 2.2974933176976153e-06, 8.010642620472124e-06, 1.3038378409864554e-05, 1.7402263642980613e-05, 2.1127850656572278e-05, 2.4244135265697752e-05, 2.6783021647117564e-05, 2.8778800303801153e-05, 3.0267642042439447e-05, 3.128711041927607e-05, 3.187569571479746e-05, 3.207237307394925e-05, 3.191618759618255e-05, 3.144586892030962e-05, 3.0699477473821364e-05, 2.9714084279298415e-05, 2.852548522132485e-05, 2.7167950795063198e-05, 2.5674011137596804e-05, 2.407427607228589e-05, 2.2397289407866567e-05, 2.066941626140785e-05, 1.8914761831209193e-05, 1.7155120150817163e-05, 1.540995067422365e-05, 1.3696380944964544e-05, 1.2029233228803576e-05, 1.0421073424351987e-05, 8.882280473931217e-06, 7.421134776253959e-06, 6.043924212062267e-06, 4.7550665603585815e-06, 3.557246925541922e-06, 2.4515686605378356e-06, 1.437715992986839e-06, 5.141259645590397e-07, -3.218330962489712e-07, -1.0736801290010298e-06]}, 'iteration_16': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-21038.184835605633, -8.129623165303295, -7.56582571878309, -6.846886001312287, -5.967618888144599, -4.937017448431957, -3.7776902800356305, -2.527183776633182, 9450.887012869323, 12105.034040112852, 195.7898781954572, 2.3220204572294714, 3.1512053297648195, 3.737376828488299, 4.070396545538923, 4.151613502022847, 4.000021668231991, 3.6459882999343454, 3.1273994966539975, 2.4857748236909907, 1.7195886514529142, 0.9084947925910272, -515.3647805954166, -0.6976280852607221, -1.1186210656167694, -1.598613044202406, -1.9719766195398156, -2.242895695800044, -2.419558557960738, -2.512702987300061, -2.5343939689229127, -2.4970461978186367, -2.4126994243360853, -2.2925170799959975, -2.146471416394978, -1.9831898196768143, -1.8099199307301537, -1.6325848805776735, -1.4558777484698384, -1.283411600656631, -1.117866842582822, -0.9611435745659059, -0.8145032375826116, -0.6786968365649608, -0.5540757728664046, -0.44068534507765844, -0.3383418007562659, -0.24669459071852, -0.1652756650602001, -0.09353807631363531, -0.03088569944174515, 0.023304121583068466, 0.06966351656594623, 0.10882138747863365, 0.1413940721976075, 0.16797859419199448, 0.18914789337265459, 0.20544757232855085, 0.2173938012064633, 0.22547210811932308, 0.2301368469640573, 0.23181118296478112, 0.2308874734363214, 0.22772794848614006, 0.22266561723185796, 0.21600534042332872, 0.20802502234929554, 0.198976883836684, 0.18908878538472015, 0.17856557562701103, 0.16759044537998852, 0.15632627237233598, 0.1449169453077217, 0.13348865917434652, 0.12215117595859742, 0.11099904669417848, 0.10011279211985542, 0.0895600399317455, 0.07939661730492367, 0.0696675976117461, 0.06040830048622096, 0.051645244532271706, 0.043397052124919976, 0.03567530598101595, 0.028485357311364534, 0.021827085565475524, 0.01569560986760496, 0.010081952316614795, 0.004973653490180232, 0.00035534058001884756, -0.00379075116087421, -0.007484302796115951, -0.010746480735526327, -0.01359954890772679, -0.01606652239399339, -0.0181708604499666, -0.019936196780358455, -0.021386104759698616, -0.02254389524964485, -0.023432444678353825, -0.024074050980120238, -0.0244903149704335, -0.0247020448319184, -0.02472918134674158, -0.024590741662563653, -0.024304779428027303, -0.02388835930038494, -0.0233575439718165, -0.022727392091834636, -0.02201196553119947, -0.021224344588967655, -0.020376649889415892, -0.01948006967459793, -0.01854489150939917, -0.017580537350969754, -0.016595601158202872, -0.015597888248663228, -0.014594455757316617, -0.013591653635074094, -0.012595165741283427, -0.011610050634595722, -0.010640781726338226, -0.009691286484895109, -0.008764984439826835, -0.007864823764592094, -0.006993316269597449, -0.006152570721334751, -0.005344324350869481, -0.00456997251977225, -0.0038305964624076295, -0.0031269891067866257, -0.0024596789532209404, -0.0018289520502343325, -0.001234872125045128, -0.0006772989900926275, -0.00015590533045213928, 0.00032980796524308543, 0.0007804977132155396, 0.0011969654261893047, 0.0015801451013145453, 0.0019310915480965614, 0.0022509689881571988, 0.0025410395999624527, 0.0028026517709592753, 0.0030372277524327988, 0.0032462505942192103, 0.0034312502208522673, 0.003593788700658804, 0.003735444837729433, 0.0038577983957432693], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [157.98995683905378, 7743.624337600591, 3320.7673116683673, 1165.7983378529773, 284.1710232819381, -54.66759999904038, -172.3821837694655, -202.12509401245885, -198.3631587953312, -182.96016493995887, -164.5104882644753, -146.23731990675205, -129.35146066210825, -114.04325307634991, -100.44917659366307, -88.36680277769275, -77.6822325463956, -68.33388862749788, -60.11646452352671, -52.9145619038646, -46.619564876119014, -41.16449697872909, -36.38321541430265, -32.25508135361613, -28.649599573964398, -25.525894907080847, -22.821274868333873, -20.479841060597842, -18.4410391287169, -16.675402390689523, -15.135825397138928, -13.798507832582985, -12.627462658807842, -11.604209225507244, -10.701701448400522, -9.902300516907058, -9.190722393208473, -8.553809276005378, -7.980303792392579, -7.458315864848355, -6.9846125479624, -6.547911981061772, -6.144731480689091, -5.768678296885168, -5.417560673170953, -5.086683568327966, -4.7735580856748445, -4.476118236484871, -4.193734386269881, -3.922768284494857, -3.6632067510226722, -3.4140847087896566, -3.1737520661957532, -2.9424823562971345, -2.719703960765852, -2.503490024543623, -2.2922811281667785, -2.0926039535331613, -1.8967395730256642, -1.710714678719022, -1.5226980171297289, -1.3495270948136158, -1.1746967130301718, -1.008648421028306, -0.84625018169637, -0.6919171889962998, -0.5410177473048029, -0.39365595211731463, -0.24991575075323916, -0.10986226481664907, 0.02313517344880593, 0.15270490189612437, 0.27880739557556095, 0.3985718735627459, 0.5178231074062091, 0.6309992372392177, 0.7409370012885375, 0.847637935029767, 0.9511128346597804, 1.0513807866207843, 1.1484682554577035, 1.2405409790112076, 1.331470348363696, 1.419329958114621, 1.5041680390276364, 1.5845329054218376, 1.6635674036686536, 1.7397410227040369, 1.81311371178428, 1.883747112366049, 1.9528427695917192, 2.0181249103860153, 2.0818781154026174, 2.1420791895518985, 2.201677635815704, 2.257870405216327, 2.311688194623629, 2.3639594114209124, 2.4146207777424813, 2.462281408754742, 2.508401709863646, 2.5529392157651167, 2.595306324205619, 2.635582939597513, 2.6743333949846306, 2.7110830771693606, 2.746335185053277, 2.7800794775437687, 2.811941023605088, 2.842342518729017, 2.8712858082098824, 2.898479609752528, 2.9242756506184087, 2.9486844889275328, 2.971719998479132, 2.993182339554938, 3.013542040432317, 3.0324032415760205, 3.0501700112405143, 3.066517500497881, 3.0817893969097074, 3.095723907385989, 3.10861002336983, 3.120340602485551, 3.130946181271036, 3.140534398961415, 3.149039603562693, 3.156495013468345, 3.1629816438432696, 3.1684676316466365, 3.172987222269698, 3.1766219033293583, 3.1793123231742735, 3.181144088369539, 3.182105461151047, 3.182229463664585, 3.181533781238136, 3.1800372962481958, 3.1777599045477873, 3.174744264189843, 3.1709721409631055, 3.1664829503891787, 3.161299083775944, 3.1554062913533674, 3.1488581682811416, 3.141678379621547, 3.133890533138819, 3.125470135018163, 3.1164337881979494, 3.106798978820754, 3.0966380414510937, 3.0859190605249682, 3.0746608347824407, 3.062882546340088, 3.0508432764243367, 3.0381487452630624, 3.024622669607423, 3.0108972334239175, 2.9970025217641156, 2.9823245479423743, 2.9675187982173084, 2.951959907450092, 2.9356606616289995, 2.919948242068427, 2.9035351422088227, 2.886437051917968, 2.8693297604612042, 2.8515738087116977, 2.8331887856222826, 2.81550383320485, 2.796572052162598, 2.777720007652754, 2.758960458921298, 2.7396631248757286, 2.719850170538757, 2.6995445792128043, 2.679396980508154, 2.6594151671680084, 2.63898941490943, 2.6181424780475244, 2.596897422215571, 2.575874850514919, 2.554487233162965, 2.532757165626159, 2.510707222888707, 2.4889292980375375, 2.4668613561816946, 2.4445249185428217, 2.422488341507322, 2.3996706136373773, 2.377178664325734, 2.354485283430018, 2.3316099495712854, 2.308571701665221, 2.2858891619345627, 2.2625722156754087, 2.2396305707123565, 2.2161049360336396, 2.1929719812075894, 2.169303331843959, 2.146042491968609, 2.1222919368669277, 2.0989620862846885, 2.0751860557684947, 2.0514209225250473, 2.028091672436325, 2.004376853554058, 1.9807081139998672, 1.9567063163344784, 1.9331683542638836, 1.9093317252862698, 1.885594757237963, 1.8619655544882634, 1.838099077533631, 1.8143693437420536, 1.7907826322126636, 1.7670134389946492, 1.7434122074667513, 1.7199835141433626, 1.6964206719797683, 1.673051475968139, 1.6495812786820114, 1.6260320478035026, 1.6027095660241166, 1.579336569309293, 1.5562047739763614, 1.5330482015657578, 1.5098847288806958, 1.4867313630382075, 1.4638527633350649, 1.4410042794753053, 1.417963417800775, 1.3954557830744005, 1.372782832349898, 1.3501941567784337, 1.3277013704012541, 1.3053153580566543, 1.2830462980197754, 1.260903685450885, 1.2387005125819406, 1.2168413968466063, 1.194946809469855, 1.1730374508484087, 1.1514876167196115, 1.129943519407083, 1.1084231353330118, 1.0872723022122261, 1.066001238437915, 1.0449501309424942, 1.0239690915985222, 1.0032201996122183, 0.9824155804489999, 0.9618603727623215, 0.9414175033313794, 0.9210975290251704, 0.9009102448393171, 0.8808647128040563, 0.8609692912894447, 0.8412316645000503, 0.8216588719746373, 0.8021434005795327, 0.7828110904613188, 0.7635590804018956, 0.7445056065990084, 0.7255523085431637, 0.7068102141751975, 0.6880886394267605, 0.669687782054039, 0.6511441441337125, 0.6331116530339527, 0.6147039006368586, 0.5968120776610135, 0.5794139307207822, 0.5616939905974156, 0.544470219515661, 0.5269709379349362, 0.5099677613901092, 0.49273097026469076, 0.47598793314990695, 0.45971704622541953, 0.4432483806579226, 0.4266178491747707, 0.41047143070350356, 0.3941934433850249, 0.3783919025324099, 0.3624857606289021, 0.34704713149457495, 0.33152781583612534, 0.31646603066415807, 0.3013446877709262, 0.28618834707629376, 0.27148709721730113, 0.2567672023316551, 0.24248917086771138, 0.228206715173196, 0.2139392371242766, 0.2001054587406411, 0.18590880277352428, 0.1725307209196647, 0.15882188312994552, 0.14553831170838297, 0.13231784590974213, 0.11917361522581495, 0.10611778748019669, 0.09347263247367608, 0.08091763622772248, 0.06846299200395453, 0.056118069172982725, 0.04389144471360716, 0.0320555380938371, 0.02007960702666606, 0.008491271389471302, -0.002967652908128257, -0.014291377518542269, -0.025699113360399907, -0.03673008277891937, -0.04761216853563891, -0.058341791159241756, -0.0689158488100376, -0.07952128023871152, -0.08977034760954547, -0.10003435621504857, -0.10995183330102609, -0.11987005933176513, -0.12961175028110114, -0.13917693341868903, -0.14856589172720552, -0.15792281414715573, -0.16709482292425193, -0.17608335695779534, -0.18501910952186806, -0.19376565920133895, -0.20232535305726687, -0.210700629474367, -0.21911743391174612, -0.22723131081147438, -0.23526495944516027, -0.24321023001987457, -0.2509633886484459, -0.25862116456628975, -0.26608785630172355, -0.2734537658199429, -0.2806306566362485, -0.28778250613410766, -0.29474228351821835, -0.30158879192025917, -0.3082475194523563, -0.3148600873992131, -0.32128445611967527, -0.3276521871984912, -0.3338326189920183, -0.33994783189896094, -0.3458777704947138, -0.3516819531683298, -0.35741112044463524, -0.3630091299149935, -0.36847597558448864, -0.3738118789039675, -0.37906082407393893, -0.3841345178868307, -0.3891591592074631, -0.3940489721615647, -0.3988054304893164, -0.403465185514586, -0.4079918238486149, -0.41241936619827446, -0.41674558743598183, -0.42093935556454937, -0.4250590338475498, -0.4290461081330029, -0.43292882522682724, -0.4367064395970868, -0.440378467407747, -0.44394466691850304, -0.4474259855493677, -0.45077966091457883, -0.4540470545206663, -0.4572078617203743, -0.46028000097929284, -0.463245568703253, -0.4661211277744209, -0.46889096297586685, -0.4715841335796501, -0.47415858840552894, -0.476679875676555, -0.4790717432431688, -0.4813293693617965, -0.4835637410425632, -0.4857637120268626, -0.4877371782030953, -0.48967987460342105, -0.49158241047459933, -0.4933614535463811, -0.4950941376917474, -0.49670810922075426, -0.4982105328716223, -0.4996640936732845, -0.501010770299355, -0.5023048481567001, -0.5035408910657674, -0.5046739467784324, -0.505710434887922, -0.5066896618221184, -0.5076076497281932, -0.5084339587600617, -0.509198475561375, -0.5098982641078945, -0.5105123540573199, -0.5110463393931981, -0.5115325472584551, -0.5119283659226318, -0.5122727726586201, -0.5125439731814295, -0.5127518961764943, -0.5128955301543369, -0.5129728840673762, -0.5129881500642374, -0.5129408293599146, -0.5128306456832611, -0.5126625634596961, -0.5124344210483492, -0.5121463039269613, -0.5117984658689635, -0.5114013402289865, -0.5109365168459791, -0.5104256631153135, -0.5098593685066994, -0.5092383585545657, -0.5085634592127669, -0.5078355863261546, -0.5070557355741339, -0.5062249729123849, -0.5053444255302098, -0.5044152733333537, -0.5034387409555791, -0.5024160902966341, -0.5013486135795399, -0.500237626916175, -0.49906404732634235, -0.49786971836621996, -0.4966148863198382, -0.49532142427715353, -0.4939907802428992, -0.4926243906916836, -0.49122367746475987, -0.4897679121923432, -0.48828034880788, -0.48674004789293984, -0.48517062020146506, -0.4835735069212669, -0.4819275450491987, -0.4802566217615869, -0.4785621201458517, -0.4768002191875853, -0.4750400463729619, -0.47321529897855225, -0.4713949213820495, -0.4695128751626063, -0.46761544268479266, -0.46568166735075356, -0.4637130536361015, -0.46173305536370085, -0.4597209889390052, -0.4576783499691981, -0.45560663329502155, -0.4535073283334732, -0.4513819148132422, -0.4492528490285569, -0.44707941407280705, -0.4448842083760319, -0.4426686383773717, -0.44043408502428194, -0.4381618976417152, -0.43589361978160257, -0.43359075719527035, -0.4312552312734717, -0.4289272049969621, -0.4265694017003216, -0.42418367094116133, -0.42179027625019544, -0.41937210902543376, -0.41694889706196314, -0.4145039280070529, -0.41203889248631337, -0.40957269221065373, -0.4070722061851478, -0.4045732622635352, -0.40206014507141785, -0.3995343440682859, -0.3969812667936651, -0.39443463228852416, -0.3918639612979753, -0.3892865994360035, -0.38670380717271835, -0.3841019637030098, -0.3814975451793053, -0.37887730788284657, -0.37625714886527306, -0.37362419532362473, -0.3709801138632115, -0.368326514664017, -0.36563856666069217, -0.3630228508521007, -0.3603238567091118, -0.35767217751158986, -0.35494353024709724, -0.35226388149334537, -0.3496318106888171, -0.3469294856762316, -0.34427615919671106, -0.3415581438308968, -0.3387802263854208, -0.3361630677662416, -0.3333809758407412, -0.33065244283481837, -0.327975766236924, -0.3252492796480181, -0.3225752089565694, -0.3198556747554675, -0.3170946426877869, -0.31438834450411896, -0.31173497299305697, -0.3089551869033472, -0.30631888254920736, -0.3035631843733466, -0.3008636951539079, -0.2981366902087361, -0.2954654217793937, -0.29276948779176637, -0.2900518560102951, -0.28739061323292037, -0.2846364435979397, -0.28201300113355304, -0.2793018953087293, -0.2766483278311862, -0.2739826135333562, -0.27130706594298293, -0.26862389727713526, -0.26593521886693006, -0.2633049724413544, -0.26067041663569973, -0.2580334282262532, -0.2553957912863583, -0.2527591987615764, -0.2501252542898095, -0.2474954742313183, -0.2449242501871135, -0.2423058108361473, -0.2397462139043669, -0.23714428141548036, -0.2345529137391735, -0.23202038675058576, -0.22945212260769596, -0.22689736970438126, -0.2243569701951283, -0.2218317046178554, -0.2192802649365866, -0.2167883485657727, -0.21427345171505446, -0.21177809722983731, -0.20930273095108307, -0.20684775386989665, -0.2043770837444848, -0.2019292002857804, -0.19946960138585093, -0.19703484310231345, -0.19462501089676779, -0.1922078909487389, -0.18981733452118935, -0.18742256205824004, -0.18505570629917154, -0.18268736801614735, -0.1803480396468494, -0.17800964841938954, -0.17567398405055984, -0.17336919608453097, -0.1710690849721679, -0.1687751743987058, -0.16648889301060474, -0.16423550069978915, -0.16196779367060746, -0.15973420777762692, -0.15751193770188712, -0.15528042289668784, -0.15308437260634028, -0.1509025170584903, -0.14871568755226894, -0.14656512604742983, -0.14441203466396998, -0.14227699557282378, -0.14016054525029814, -0.13804562481673116, -0.13595111730000822, -0.13387737113086362, -0.13180848537837672, -0.1297617723968934, -0.12772205547136628, -0.12569069938621544, -0.1236835371414719, -0.12168641455004371, -0.11970045408491062, -0.11774012565944691, -0.11577916886649363, -0.11384498739867062, -0.11191261005824135, -0.11000789483068642, -0.10810710503336494, -0.10622323327905533, -0.10435683432846118, -0.10250840674294236, -0.10066790303976575, -0.0988467849175295, -0.09703545278164892, -0.09524465675303281, -0.09346522967206901, -0.09169812847408226, -0.08994423374323034, -0.08823021859051298, -0.08652951438783203, -0.08479395207018192, -0.08310750754011914, -0.08139106693860094, -0.07972379655892183, -0.07810349542838765, -0.07645752391927618, -0.07485841714985807, -0.07323750369568884, -0.07166314334416524, -0.07007045057936089, -0.06852381852279897, -0.06702118399010694, -0.06544552623653122, -0.06397245969754035, -0.0624323932954335, -0.060990769536979135, -0.05948769036596146, -0.05802942611425867, -0.05661392748135919, -0.0551925775719677, -0.05376765197466932, -0.05238520871831803, -0.0510006837570519, -0.04961604280388635, -0.04827319326242769, -0.046931339594623804, -0.045629854862306855, -0.044293772073971234, -0.043034276308544187, -0.04174316040802917, -0.0404583126016577, -0.039213222099292934, -0.03797477060830407, -0.03677438344191095, -0.03555156249343357, -0.03436697286035101, -0.03319127057740163, -0.03202533058792771, -0.030869955238815316, -0.02972587729690089, -0.028617985008456595, -0.027497656657176062, -0.026413156828048043, -0.02531883697230965, -0.024259841814164646, -0.02321391452615736, -0.022161538275915844, -0.02114352051189904, -0.020139590342309284, -0.01913198951330927, -0.01814014707270337, -0.017181033101774205, -0.016220505626090873, -0.015276052513473666, -0.01434771422886907, -0.013420808140251391, -0.012525213156301236, -0.011631971616758366, -0.010755682281136757, -0.009883435268401023, -0.009041126190982412, -0.008203434328406253, -0.007371440997175339, -0.00655725199873382, -0.005760608713385973, -0.004970903976374927, -0.004198940526663295, -0.0034347864257051443, -0.0026884361446600042, -0.0019505971056329966, -0.001221889347684355, -0.0005111780866036638, 0.00018994714370500798, 0.0008810088517685912, 0.0015541592766606727, 0.0022169954872127105, 0.002869160400975866, 0.0035103405429477595, 0.004140263606775525, 0.0047586960506989665, 0.005359548979916477, 0.00595467086087208, 0.0065378033060963636, 0.007108845037669631, 0.00766772242310168, 0.008214387476390741, 0.008748815944573565, 0.009275453614115659, 0.00978951107730196, 0.010291043910037897, 0.010784049099115865, 0.011264364058695372, 0.011735711473491294, 0.012194313194676204, 0.012643631561585197, 0.013080243295255232, 0.01350736407246222, 0.013924792760614082, 0.014332361276255475, 0.014729932525494647, 0.015114874016583861, 0.015492268564914716, 0.015859416536845524, 0.016214093577025936, 0.016560775280985814, 0.016899160959011283, 0.01722520360173999, 0.01754283670111135, 0.01785014074472979, 0.018148825268584898, 0.018437194773157365, 0.018716829629161862, 0.018987626251305036, 0.019249507013207618, 0.01950490191151905, 0.019746329591573426, 0.01997457850398022, 0.02020085760365272, 0.02042405285324678, 0.020624634276671775, 0.020831160380250957, 0.021016575061816496, 0.021198474530808455, 0.021376025652093348, 0.021541799346135197, 0.021702706825888665, 0.02185231974074407, 0.021991313871577742, 0.02212527672695162, 0.02225365352618394, 0.022371758588931485, 0.022484059430574625, 0.02258663687978672, 0.022683267096557984, 0.02277072767842355, 0.022852162438737427, 0.022924980731328436, 0.02299174936566161, 0.023052214184402803, 0.02310615823699669, 0.02315212625391824, 0.023190644356889275, 0.023223897722334085, 0.02324985367400623, 0.023269006848815083, 0.023282363305563457, 0.023289125932048158, 0.02328969010273668, 0.023284022155124515, 0.023272479263129597, 0.023254471580199592, 0.023230887410696465, 0.02320214172522287, 0.023166865495088007, 0.023125750332433144, 0.023079955520608472, 0.023027474132149516, 0.02297066527844115, 0.022908520153904568, 0.022841131906222445, 0.02276860238331421, 0.02269104116481601, 0.02260856464087761, 0.02252129513975474, 0.022427598420979165, 0.02233108004704603, 0.022230167583870176, 0.022124999201291306, 0.02201377952906431, 0.021898518970331234, 0.021781372207016803, 0.021658519645341667, 0.021530034348968153, 0.021400151015871418, 0.02126490505951521, 0.021126506664328668, 0.020985112668017163, 0.020838751623200518, 0.020689686531821985, 0.02053593524410715, 0.020379782089610114, 0.020221381394665568, 0.02005874411476163, 0.019894161760330785, 0.019725650507041104, 0.01955337283150004, 0.019379610595161134, 0.01920239994422033, 0.019024003515700546, 0.01884247484614285, 0.018657984236081213, 0.018470703482174406, 0.018282838821941066, 0.01809047814630591, 0.017897841534946786, 0.01770306423117705, 0.01750631402473547, 0.017307757211891952, 0.01710564433660469, 0.01690398793456973, 0.01670101161667508, 0.01649502821225488, 0.016288083887375564, 0.016080330046357828, 0.015871914308054066, 0.01566123757310678, 0.015450234497671342, 0.015239041215993964, 0.015026126236508409, 0.014811697796462416, 0.014597569269908182, 0.014383859131825806, 0.014167573776899181, 0.01395203954156792, 0.013735862313756429, 0.013519224301064317, 0.013302302674904965, 0.013085269354786638, 0.012869676840243028, 0.012652886097537843, 0.01243646635568682, 0.012220567068221437, 0.012004056807597105, 0.011788403224189939, 0.011573737522995125, 0.011358991974573077, 0.011145532610719232, 0.010932332838715647, 0.010719578899450464, 0.010507449696541157, 0.010299296376659208, 0.010089879658195255, 0.00987547971704111, 0.009676360787494976, 0.009462870343662222, 0.009264333776772703, 0.009052585721283202, 0.008855440870233862, 0.008654794104500079, 0.008451178704870596, 0.00826138055460171, 0.008060798824802245, 0.007865973484216082, 0.007676704778466092, 0.007485553961013681, 0.007299999540986823, 0.007113019890126066, 0.006925037875125499, 0.006742863192342617, 0.006560074282815308, 0.006383054569382688, 0.006211585628894176, 0.006034193769106687, 0.005862663804726169, 0.005696764548784907, 0.0055261024373320705, 0.005366228216839444, 0.005202173345444192, 0.005043861074337338, 0.004886640501210982, 0.004730754862313806, 0.004580526567030739, 0.0044317670751314936, 0.004284681902468866, 0.004143115016810468, 0.004003307553199316, 0.0038654302340242618, 0.003729640026871618, 0.0035960803424823725, 0.0034678707477491743, 0.0033390253138963818, 0.0032155125070289056, 0.0030944446899232427, 0.0029759119914334166, 0.002859993226627341, 0.002746756303143675, 0.002636258649423482, 0.002530653662590219, 0.002425671083022384, 0.0023235449017118067, 0.002224295182143584, 0.002127933829298769, 0.0020344650691120902, 0.001943885925630701, 0.0018561866935622275, 0.0017713514041566636, 0.0016880045745590537, 0.001608895116901822, 0.0015313476554649145, 0.0014555178230895884, 0.001383724449768793, 0.0013136658077647085, 0.0012464319534431416, 0.0011819574695393865, 0.0011193054229250304, 0.00105937510072557, 0.0010020889747218878, 0.0009466417586149298, 0.0008930843491217917, 0.0008420970569824261, 0.0007935884378224247, 0.000746902817273343, 0.0007020573089200693, 0.0006595548283573655, 0.0006188344324480567, 0.0005798918863886639, 0.0005427155143151016, 0.0005076626810983562, 0.00047428086711271815, 0.0004425442110245565, 0.0004127242728852339, 0.000384158936435512, 0.0003573947650476927, 0.0003318494313447637, 0.00030775828607455634, 0.0002852792307632455, 0.00026393532103892193, 0.00024389821587829418, 0.00022511580705477082, 0.0002073875941624783, 0.0001909681289892301, 0.00017551937202025917, 0.00016102020683365199, 0.0001476532378011238, 0.00013505120680004198, 0.0001234712120445107, 0.00011259933258013594, 0.00010256998504841778, 9.326537910197603e-05, 8.471133757331011e-05, 7.68045289384499e-05, 6.951230334039724e-05, 6.280173293293286e-05, 5.6639898151848166e-05, 5.099414234057823e-05, 4.583229542535139e-05, 4.11228676653134e-05, 3.6810379988279105e-05, 3.291753972722545e-05, 2.9368306634370375e-05, 2.614195579701056e-05, 2.323316483018257e-05, 2.0615924935147507e-05, 1.8253642304377094e-05, 1.612757168728847e-05, 1.4228813455994665e-05, 1.2528195620699694e-05, 1.0980798514441638e-05], 'MSE': 29420.679195545563, 'R_2': 0.7865999657293417, 'U_norm': [-133.16153314289429, -0.05145658206850772, -0.047888016959524625, -0.0433374763228768, -0.03777214082713676, -0.031248932249790935, -0.023910952078773907, -0.01599585082363103, 59.81954308453621, 76.61900986820321, 1.2392552189313948, 0.014697266256095217, 0.019945605395070357, 0.023655787431430417, 0.02576364114769887, 0.02627770519491151, 0.025318202217003954, 0.023077342253340637, 0.01979492598714844, 0.01573375218238837, 0.010884164341738008, 0.005750332568093645, -3.2620097621630877, -0.004415648313900045, -0.007080330231311949, -0.010118447267748503, -0.012481658091312443, -0.014196444791513529, -0.01531463525131574, -0.01590419443198957, -0.016041487853016314, -0.015805094528279558, -0.015271220253461702, -0.014510524149967627, -0.013586125746495604, -0.012552632223983517, -0.011455917643332664, -0.010333472558702029, -0.009215001891549252, -0.008123374603476962, -0.007075556364349712, -0.006083573890035811, -0.005155411491717191, -0.004295822667327603, -0.003507031617449925, -0.0027893250602509553, -0.002141539931657086, -0.0015614574249076974, -0.001046115010520306, -0.0005920507756011526, -0.00019549153703093332, 0.00014750381664571378, 0.00044093636131321536, 0.0006887867422320165, 0.00089495608001718, 0.001063223244428261, 0.0011972146679510008, 0.0013003837510475005, 0.0013759976010582892, 0.0014271293760722, 0.0014566549164707588, 0.0014672526534235868, 0.0014614060189373159, 0.0014414077543694846, 0.0014093656463470988, 0.0013672093159454942, 0.001316697762880911, 0.0012594274229802236, 0.0011968405429798664, 0.001130233715638506, 0.0010607664502086936, 0.0009894696839236453, 0.0009172541626738522, 0.0008449186396899317, 0.000773157855250207, 0.0007025702716605597, 0.0006336655462468297, 0.0005668717296116838, 0.0005025421807678937, 0.00044096219235899157, 0.0003823553205829728, 0.0003268894153747463, 0.0002746823473599397, 0.00022580742953327103, 0.00018029853247057755, 0.00013815489314557053, 9.934561797583186e-05, 6.381388119006575e-05, 3.148082067199126e-05, 2.2491339815169418e-06, -2.399362113650166e-05, -4.737201629437821e-05, -6.802002462737982e-05, -8.607856603388097e-05, -0.00010169331484520228, -0.00011501275680152938, -0.00012618648182128407, -0.00013536369796201744, -0.00014269195170178763, -0.0001483160397647407, -0.00015237709728871306, -0.00015501184698672317, -0.00015635199458917913, -0.00015652375560117927, -0.00015564749936819138, -0.0001538374967529761, -0.00015120175878120159, -0.0001478419545243108, -0.0001438533979493516, -0.0001393250938960431, -0.00013433983433004023, -0.00012897433693986727, -0.00012329941788560142, -0.00011738019247653154, -0.00011127629714370542, -0.00010504212748973452, -9.872708739911294e-05, -9.23758451224043e-05, -8.602859277719416e-05, -7.972130644368292e-05, -7.34860043511398e-05, -6.735100102932913e-05, -6.134115545327621e-05, -5.547811159095914e-05, -4.978052995424232e-05, -4.426430908795343e-05, -3.894279646390574e-05, -3.382698791438756e-05, -2.8925715403158268e-05, -2.424582262071675e-05, -1.9792328417807143e-05, -1.5568577945749422e-05, -1.157638175332784e-05, -7.816143203007437e-06, -4.286974975342349e-06, -9.868053251923427e-07, 2.08752488095741e-06, 4.940172972071539e-06, 7.576212135975241e-06, 1.0001554122823714e-05, 1.222287536653923e-05, 1.4247544826815532e-05, 1.6083551482784862e-05, 1.7739429974726777e-05, 1.9224182465286134e-05, 2.0547195942525692e-05, 2.1718154088668994e-05, 2.2746944040600736e-05, 2.3643558864494684e-05, 2.4417997700255654e-05]}, 'iteration_17': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-21532.66419823527, 6.066313432904725, 5.825070335357986, 4.674021380431451, 3.3392474457113113, 4.164120829055049, 0.8776312520046237, 754.1295962359466, 9066.183627119228, 9565.248465175653, 3084.954561097321, -1.4760406145373668, -4.799612428632786, -6.167543613759039, -7.648815763126957, -8.498080046379917, -9.374104386026033, -10.433793723656333, -11.44929290456872, -12.277439547272843, -12.653882603293898, -630.9535734384424, -12.055571940028198, -11.976878091378424, -11.352205711881043, -10.586675022974417, -9.732426016487842, -8.77441998185321, -7.870406986378119, -7.000906264357948, -5.955336308296773, -5.05783313980942, -4.276969690916956, -3.468634599191903, -2.72861571542897, -2.063950589847106, -1.0887163000408921, -1.1060451197349992, -0.6784529967592143, -0.3322064584746307, -0.0453579705702034, 0.1872218384452225, 0.37092721636465276, 0.5112713266921433, 0.613749952432574, 0.6837144840233669, 0.7262575152883516, 0.7461170417751458, 0.7476040725760931, 0.7345562017307367, 0.7103175324009738, 0.6777425854113432, 0.639219707214318, 0.5967091440544218, 0.5517905243611874, 0.505714759058047, 0.45945624444080474, 0.4137622260957304, 0.36919723121425174, 0.32618139332093976, 0.2850222797984868, 0.24594042413355544, 0.20908916484063003, 0.17456962187987304, 0.14244173004967356, 0.11273223240944709, 0.08544045009240465, 0.06054251761869645, 0.037994629308185875, 0.01773570078501375, -0.00031027852190743837, -0.016232033262179146, -0.030128845705877413, -0.0421084304719536, -0.052284855047005564, -0.06077654171053151, -0.06770439374263425, -0.07319008618120393, -0.07735455230832794, -0.08031668522404274, -0.08219226087410249, -0.08309307738443138, -0.08312629613969034, -0.08239396340031736, -0.0809926874083945, -0.07901344440166892, -0.0765414874118192, -0.07365633393916127, -0.07043181175038735, -0.06693614589772559, -0.06323207403679072, -0.059376980830178734, -0.055423045559390496, -0.05141739979041715, -0.047402293741357966, -0.043415271376582895, -0.03948935482369111, -0.035653238945420204, -0.03193149684817317, -0.02834479666569748, -0.024910129481937115, -0.021641047601026236, -0.018547911763598168, -0.015638145299306284, -0.012916492756399861, -0.010385280229170797, -0.00804467442939259, -0.005892937559285747, -0.003926675193150562, -0.0021410746735843053, -0.0005301318544668062, 0.0009131356451798794, 0.002196490006106252, 0.003328290625750665, 0.004317327975250014, 0.005172674136765344, 0.005903549916846096, 0.00651920813067718, 0.007028832441089666, 0.0074414509159203964, 0.007765863350891433, 0.008010581319275544, 0.008183779812590324, 0.00829325934897733, 0.00834641746498098, 0.008350228486496485, 0.008311230557183356, 0.008235518972419245, 0.008128744885721724, 0.007996118562289534, 0.007842416400333209, 0.007671991052720304, 0.007488784029103524, 0.0072963402452625266, 0.0070978240772678345, 0.006896036505145324, 0.006693433060988379, 0.006492142300883004, 0.006293984622586151, 0.0061004912939503645, 0.005912923605109597, 0.005732292126188698, 0.005559376038669129, 0.005394742591109213, 0.0052387666730238786, 0.0050916505352641105, 0.004953443615769583, 0.004824062409946979, 0.004703310234597387, 0.004590896718849315], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [151.24496107583826, 7904.469706404797, 3366.116710432422, 1144.7183534157073, 232.54215110067804, -116.13239096525496, -232.61825270891254, -255.90924252403786, -243.81992659467798, -219.98309977137166, -193.82040726792454, -168.85107292157483, -146.3524752867483, -126.39394536181595, -109.02703878743067, -93.88831950782043, -80.7475138226641, -69.45030198047047, -59.68143833224579, -51.249006989721636, -43.97994685336604, -37.75823633659264, -32.363544393726094, -27.7480054428347, -23.746108292749106, -20.297632114641694, -17.321982062268766, -14.749498330130367, -12.508144694007699, -10.562162768953357, -8.857993648806993, -7.36902356857014, -6.055962087733076, -4.899612506183563, -3.871442401182802, -2.9536104717223868, -2.1309537880413028, -1.3906309730941893, -0.7217964715561672, -0.1126073635942564, 0.43895161051118164, 0.9445547938184558, 1.4070638533791093, 1.832932039457848, 2.224039374216166, 2.585263877834378, 2.919141469855497, 3.2278797368296583, 3.5123423368441173, 3.77647654226987, 4.020620695017846, 4.246135832693413, 4.454973414139706, 4.6473909817158585, 4.824429531273086, 4.988111230395147, 5.139958141796085, 5.275939419099295, 5.401930209725268, 5.5145952557141005, 5.621322975875139, 5.713074782269006, 5.799137931667709, 5.8745782640955495, 5.9422349494683795, 6.00073765303098, 6.052299775430609, 6.09709036039857, 6.135299010287839, 6.167132157137521, 6.192247776610087, 6.2117416444832605, 6.22581387790466, 6.234522428379992, 6.238497605219747, 6.23775005122104, 6.232621699344646, 6.223306920489319, 6.210001239777465, 6.192900034615718, 6.1721974033475675, 6.148604918523655, 6.121323588551363, 6.0910008621135665, 6.057817770839813, 6.022644605369509, 5.984295979956905, 5.943595478736701, 5.900703128979173, 5.855773060152174, 5.808137611332621, 5.759556032571399, 5.708523517386443, 5.6568451446885035, 5.602096653534549, 5.54695731323511, 5.490693228080802, 5.432547589675818, 5.372626590544842, 5.3127723826218585, 5.251350907305018, 5.188466824057917, 5.125079650461796, 5.06127614785633, 4.9962969788345655, 4.931073746740095, 4.864855293107752, 4.7977368695318185, 4.730615824644786, 4.6627591230668095, 4.594255017617702, 4.525959815175527, 4.457162970438068, 4.387944383952523, 4.318381318109813, 4.249269387553478, 4.179224977994242, 4.1097458656550225, 4.039493882136906, 3.9699088908210745, 3.899699096199805, 3.8302455752835805, 3.760303427455068, 3.690578756991843, 3.6211189069481504, 3.551378770240657, 3.4820156133600366, 3.4130678757195985, 3.3440208192853436, 3.2754834258464753, 3.2074856773000193, 3.1390302409619157, 3.0717163468532274, 3.004065781296299, 2.9371221112482204, 2.870438251116426, 2.8040639166297083, 2.738045729256607, 2.6724272724570937, 2.607666848167716, 2.54295575998512, 2.478757842709049, 2.4151052888467595, 2.351652884412872, 2.2888229076081648, 2.2266393149210386, 2.165123735873046, 2.1039605466410167, 2.043195280988428, 1.982870244595908, 1.9233318098795495, 1.8642911426073925, 1.805782002864403, 1.747835326514105, 1.691571549247923, 1.6350646082314322, 1.5776393761859637, 1.521949969169937, 1.4679216421739123, 1.4131369351103829, 1.3600144163981935, 1.3062766859215393, 1.2520582606948887, 1.2016215740856409, 1.1506889212083218, 1.0993797850038327, 1.0496880055550097, 0.9997191779696618, 0.9495777159883821, 0.9027711762282811, 0.8541083104194226, 0.8070371362092306, 0.761483915628008, 0.7158835603868874, 0.6703154023516568, 0.6248539473721514, 0.5809180855027499, 0.538435720998528, 0.4960765712002147, 0.4539018223583045, 0.4119684661853341, 0.3714662301533074, 0.3312279318358416, 0.2913011871274754, 0.25172988951464437, 0.21354122976418513, 0.17571496396858985, 0.13828719934848735, 0.10217727601076704, 0.06561013536421975, 0.03035596214386707, -0.00444502034108626, -0.03876883389190437, -0.0725940490337907, -0.10519076890415166, -0.13799045269342652, -0.1695810275877144, -0.2012937212222982, -0.23182182453341124, -0.26240208422463224, -0.2918265261549765, -0.32124304508928414, -0.34953595741818494, -0.3777697738659049, -0.4053987122425883, -0.43195770757992386, -0.45839568126181696, -0.4842306911646511, -0.5098775359981036, -0.5344993899518942, -0.5589092146490964, -0.5827017552895941, -0.6058843061903204, -0.6287995856677268, -0.6510932030553824, -0.6727752864232007, -0.694150907465323, -0.7149111105015606, -0.7350680694239823, -0.7548926326367488, -0.7741162069528477, -0.7929890075052191, -0.8114933594686534, -0.829397702736649, -0.8469240626066593, -0.86386284987821, -0.8804183547534796, -0.8965805689467656, -0.9123410945098228, -0.9275301449824324, -0.9423206941789221, -0.9568554553680515, -0.9706875415595424, -0.9842574908786617, -0.997416067551938, -1.0101627361838856, -1.0224978711374793, -1.0344226806678163, -1.045939134575464, -1.0571472730955123, -1.0678504100517674, -1.0782423248072148, -1.0883128722684967, -1.097898380879571, -1.107164855180221, -1.116105616140281, -1.124585855110999, -1.1328075241651308, -1.1406413246503402, -1.1481491997626194, -1.1552794170117262, -1.1621343605780634, -1.1686171884715715, -1.174778256924426, -1.1806187144595923, -1.1861403853028025, -1.1913457079105811, -1.196237676454847, -1.2008197853311493, -1.205095976720372, -1.2090931533711515, -1.2127892359839345, -1.2162079633092748, -1.219332635198592, -1.2221839942699617, -1.224750119608468, -1.2270602013587577, -1.2290824218865717, -1.2308695501343445, -1.2323641866258999, -1.2336406202255576, -1.2346379269089354, -1.2353757126759821, -1.2358899380464115, -1.2361582626885912, -1.236194934775957, -1.2360005322170955, -1.2355696644054723, -1.2349233914462285, -1.2340779816092977, -1.2330016985799248, -1.2316870300299898, -1.2301889921864688, -1.2284549715290107, -1.2265540744671704, -1.2244212382659072, -1.2221378207560734, -1.2196278303067383, -1.2169831939340292, -1.2141183931936081, -1.2110330059406422, -1.2078325150743392, -1.2044198169841671, -1.200907437314464, -1.1971916263889406, -1.1932743284566798, -1.1892767958781512, -1.184966834489751, -1.1807095839682173, -1.1761464218826196, -1.1715275223810289, -1.1667341408886966, -1.1617704196535443, -1.1566408252652884, -1.1514794897205496, -1.1461631586074799, -1.1406966044365556, -1.1350847975733582, -1.1293328738276043, -1.1235769261662585, -1.117560599485026, -1.1115506885203972, -1.1054215669277587, -1.099178483407753, -1.0926973420112558, -1.0862427511465913, -1.0796901300001698, -1.0730447303944537, -1.0663117639574509, -1.0593706188732237, -1.052478844016941, -1.0453909617491906, -1.0383606366965896, -1.031146116170336, -1.023876110546602, -1.016555346457028, -1.0091884209016657, -1.0016628311021742, -0.994102426402239, -0.9865114707695929, -0.9787810603819004, -0.9710308933859655, -0.9632648262116504, -0.9554865558839416, -0.9474847618005446, -0.939589388322007, -0.9315903023345753, -0.9234949645272799, -0.915412305120102, -0.9072450066479266, -0.8990987411488502, -0.8908788457397382, -0.8826877018982688, -0.87433917679369, -0.8660294532817673, -0.8576691814907649, -0.8493540914702421, -0.8409093315328696, -0.8325184278436227, -0.8240121105189898, -0.8155675915178673, -0.8070211365061852, -0.7985436782618711, -0.7900563007431183, -0.7814856845662729, -0.7729169993025817, -0.7643544210498767, -0.7558019341021879, -0.7471910478395921, -0.7386713092512741, -0.7300333642269516, -0.7214249357902102, -0.712848986039041, -0.7042427550731061, -0.6956770056958405, -0.6870911743331233, -0.6784913005520266, -0.6699435950586671, -0.661331482045057, -0.6527798841478871, -0.6442334422658031, -0.6356969803659103, -0.6271750810884704, -0.6186720902198658, -0.6101400196679079, -0.6016880793023704, -0.593216819388658, -0.5847817369630443, -0.5763383003348638, -0.5679393118894779, -0.5595418744869577, -0.5511961862931296, -0.5428173394638984, -0.534541208554176, -0.5261585016106282, -0.5179265075628535, -0.5098807718170637, -0.5016258588501774, -0.4931821116395203, -0.4853098567950408, -0.4772520008094908, -0.4690272057576604, -0.4609984292594403, -0.4528215174714874, -0.44484193046046594, -0.43705208713310045, -0.42913169507915255, -0.42140170878887845, -0.41355668409744184, -0.4056112675900271, -0.3978628886518685, -0.39030379028884893, -0.38265680868537316, -0.37493474576527436, -0.3674061536266431, -0.35981338054137507, -0.35216787420234974, -0.3447177456454567, -0.33745510558286324, -0.3299215733486442, -0.3228031468936717, -0.31543311892108683, -0.3082541515272875, -0.301055390415582, -0.293845112807676, -0.2868235834298717, -0.2797955420614422, -0.2727682249885814, -0.26574846304867644, -0.2589155053108704, -0.25209325080216993, -0.24528762123050293, -0.23850417437943092, -0.23190312146410327, -0.22517504146579506, -0.21863048647951683, -0.21211891180515755, -0.20564447251574283, -0.19921102530012288, -0.1928221393112614, -0.18648110730335676, -0.1801909569572836, -0.1739544623046292, -0.1677741551708528, -0.16165233656776293, -0.15559108797456123, -0.14959228245510336, -0.14365759556678076, -0.137687048892007, -0.1318877769274832, -0.1260607675077352, -0.12030823768370573, -0.11463079663619385, -0.1090289220866592, -0.10350296916622763, -0.09797057669851887, -0.09251929605392666, -0.0870711533945861, -0.08170826381160676, -0.07643007219070026, -0.07116491026931257, -0.0659873771215315, -0.06089654688636971, -0.055761768284992325, -0.0507823847704031, -0.04576840583898768, -0.04090699801178935, -0.036019271312641044, -0.03122536788097089, -0.026469692772147967, -0.02175545971440852, -0.0171361258723575, -0.012560691575959468, -0.008031709752908116, -0.0035514947845843815, 0.0008778660903317234, 0.005254501401399895, 0.009535043046514797, 0.013802752659417833, 0.018013266429725134, 0.022165465666387513, 0.02625839320457819, 0.03032665926239439, 0.034297621687992, 0.038240495401200565, 0.04215161572736624, 0.0459656311684976, 0.04974557111124762, 0.05348846724010383, 0.05716360560338323, 0.06079842367015853, 0.06436446798702428, 0.06788760328605246, 0.07136590431282018, 0.07477406469587057, 0.07815854570896393, 0.08147159112497857, 0.08473555296062897, 0.08794936114916979, 0.09113189011268359, 0.09424210177832237, 0.09731829066029415, 0.10034022666557679, 0.10330758566577118, 0.10623668383382964, 0.10910969282202176, 0.11194201403199046, 0.11471729493941678, 0.11745005929160354, 0.12013906794786698, 0.12278324566523782, 0.12540716449486375, 0.12790901695241466, 0.1304382981881063, 0.13287260167056528, 0.13532618800200852, 0.13768596083255322, 0.139956721907774, 0.14224038628185337, 0.14443643380557275, 0.1466393619210169, 0.14884287024377058, 0.15087522410937762, 0.15298998223476007, 0.15501902293325504, 0.15696685967968885, 0.15890816943467267, 0.16077082932686637, 0.16262377142338627, 0.164462881390706, 0.1662249163674043, 0.1679139616525878, 0.16964307954521962, 0.17124522315051421, 0.17288114344018732, 0.17444570788555594, 0.17598848532618075, 0.17746336570928964, 0.17891576742600412, 0.1803435393133821, 0.18170670589195909, 0.18308138580462094, 0.18435700684038928, 0.1856409153246895, 0.1868640764196605, 0.18805975805986175, 0.1892267908263308, 0.1903641554342435, 0.19147097498060164, 0.1925221318968046, 0.19354389993531648, 0.19453564823303907, 0.19549685905775277, 0.19642712070913507, 0.19732612051993054, 0.1981936380002877, 0.1990129613102527, 0.1998181440877217, 0.20057691164354385, 0.20131967153009886, 0.20203093094465005, 0.20269869430229137, 0.20334838731396426, 0.20396730036978408, 0.20455577388681717, 0.20511418485078078, 0.2056515772958312, 0.20615049856610268, 0.2066281057936975, 0.2070763317776163, 0.20749575834752762, 0.20788697904864703, 0.20825585642140626, 0.20859678726100828, 0.2089147728678364, 0.20920530662548187, 0.20946913488614585, 0.20971005623485853, 0.20992498505263446, 0.21011701587952805, 0.2102839112964381, 0.21042811684471574, 0.21054815626966794, 0.2106458787273368, 0.21072123601093742, 0.2107737675691379, 0.2108045390865834, 0.21081364359477872, 0.2108012253664919, 0.21076794104779453, 0.2107132994132409, 0.2106386855403188, 0.21054390736494485, 0.21042804932844364, 0.21029372464598456, 0.21014024321200514, 0.20996630390562865, 0.2097755338803118, 0.20956486711345412, 0.20933643860394358, 0.20909071174817856, 0.20882588136232974, 0.20854450829555957, 0.20824709399055275, 0.20793159617176132, 0.20760090852735463, 0.2072528576498592, 0.20688776332459213, 0.20650878871097794, 0.20611359793321532, 0.20570256878498291, 0.20527906068135507, 0.2048376007832149, 0.20438457152228637, 0.20391436677285332, 0.2034335307126662, 0.2029363489225566, 0.20242634784638586, 0.20190398844032195, 0.20136973286894133, 0.2008208657198198, 0.20026101070671315, 0.199687445184466, 0.19910381551265552, 0.19850739581649082, 0.19789865207058593, 0.1972780558041538, 0.1966555973307245, 0.19602217971220467, 0.1953593609331534, 0.19469921192925452, 0.19401082487643398, 0.19332601220580017, 0.19264504018600376, 0.19193747031940853, 0.19123457379772327, 0.1905063050163292, 0.18978351406929117, 0.18903659378209994, 0.18829591895853134, 0.18756159974300896, 0.18677577151436775, 0.1860262223967969, 0.1852269435402746, 0.1844640289834523, 0.1836531668526789, 0.18285116919538333, 0.18205801141258124, 0.18124676236274578, 0.18041830008736, 0.17959974692738503, 0.17876508319051446, 0.17791516916630126, 0.1770761198107439, 0.1762228550390616, 0.17538080336663428, 0.17450124985052792, 0.17365779651732108, 0.17277843517696098, 0.17188821302969326, 0.17101081575097146, 0.1701233968307287, 0.1692489427815669, 0.16834332489291542, 0.1674514204483444, 0.16655165816927378, 0.16564470382728394, 0.1647312055805541, 0.16381179329031265, 0.1629070205807789, 0.1619772671550269, 0.16106267400439805, 0.16012487546181556, 0.1592026876220543, 0.15827733283468529, 0.15733127243411885, 0.15640137382659308, 0.1554697508445012, 0.15451972341047365, 0.15356943951353735, 0.15263581845872795, 0.15168589631186757, 0.1507368540479669, 0.14978903312833605, 0.14882738764448958, 0.14788324294744962, 0.14692642348244503, 0.1459725610464408, 0.14500763358923033, 0.14406067315819485, 0.14310361853774828, 0.1421374474966858, 0.1411763256331638, 0.14022040166359334, 0.13925709092566926, 0.13829972697351373, 0.13733617571900733, 0.13637923344678288, 0.1354172044030544, 0.1344508356235696, 0.13349214193318198, 0.13253005815727695, 0.13156524776957743, 0.1306089803250951, 0.12965079506255697, 0.12869127686471774, 0.12773098264527769, 0.12677044187242503, 0.1258101571552027, 0.12486000813497396, 0.12390144484949907, 0.12294449433236675, 0.12198955858871673, 0.12103701632230604, 0.12008722372427205, 0.11914051527224857, 0.11818908878872243, 0.11724169493022077, 0.1162985973206626, 0.11535243038915254, 0.11441135536689186, 0.11346828349562565, 0.11253099924402694, 0.11159268216695463, 0.11066075529972819, 0.10972865798681714, 0.10879693095185163, 0.10786608532059269, 0.1069366034453761, 0.1060150564571045, 0.10508950378123137, 0.10416660075810542, 0.10325244515058561, 0.10233581918804188, 0.10141743167032798, 0.10050865212865111, 0.09959894075776649, 0.09869402518587056, 0.09778914427435828, 0.09688973907551915, 0.09599122681961562, 0.09509410689236009, 0.09419884913636282, 0.09329697922322576, 0.09241565763538524, 0.09155407530520086, 0.09066982299760135, 0.08976499352151367, 0.08892102630890358, 0.08801790612564524, 0.08717399382045297, 0.08631173526811933, 0.08543292886808827, 0.08457464763271687, 0.08370154257078774, 0.08284893758402141, 0.0820160063707124, 0.0811697908735029, 0.08031177443671016, 0.07947403523537139, 0.07862580957472429, 0.07779764747770757, 0.07696019437565159, 0.07614254478728538, 0.07531668957672732, 0.07451033856800332, 0.0736967659313165, 0.07287705002312819, 0.07205222120638412, 0.07124734878039443, 0.07046161292933335, 0.06964830814396916, 0.06885479480990213, 0.06808025746199085, 0.06728124418574795, 0.0665017261225548, 0.06572058959217911, 0.06493854010485613, 0.06417556420898639, 0.063393169207244, 0.06263013375938083, 0.06188565353973604, 0.06112396626927936, 0.060363974044568953, 0.05962279264241108, 0.05886718988959905, 0.058130460668793904, 0.05739639169419145, 0.05666537466047873, 0.055937774697910544, 0.05521393144261101, 0.05449416011184807, 0.05377875257725681, 0.0530547409792336, 0.05234918312220538, 0.05164872706221478, 0.050953581883769146, 0.05025199622420266, 0.04955669608327786, 0.04887915040766621, 0.048196516226342495, 0.047509773311088244, 0.046840809237441015, 0.04616844948390984, 0.04550349960043927, 0.04484599534618235, 0.04418653008364687, 0.04353504520342229, 0.04288258664374549, 0.042238548329107756, 0.041602885834779224, 0.0409672972215788, 0.040340415656628666, 0.039714344464873444, 0.039089627843389804, 0.03847417989449318, 0.03786067443344569, 0.03725658131312504, 0.03665493955650249, 0.03605616247698124, 0.03546063558176678, 0.034874995117670955, 0.03428684545792998, 0.033708886232930134, 0.03313513642144612, 0.03256586987498619, 0.03200133878949031, 0.03143647057845013, 0.030882233818246212, 0.03033336533567121, 0.029785171862808095, 0.029242956517143707, 0.02870685105899272, 0.028176972448525517, 0.02764908795182768, 0.02712787225076302, 0.02661339250538932, 0.026101734384620556, 0.025593289934005833, 0.025092163707484988, 0.024598362525794632, 0.024104838408991407, 0.0236190458135213, 0.023137634680349056, 0.02266086275698269, 0.02218896631018948, 0.02172216109162958, 0.02126357530217191, 0.020807432575819716, 0.020356917147968206, 0.01991217211772891, 0.019470738232362134, 0.019035475762667158, 0.01860647589696057, 0.018181466869804163, 0.017763012942003272, 0.017348959301282697, 0.016939554664985937, 0.016535025992440902, 0.016141563475128056, 0.015749117830782075, 0.015350794357913977, 0.014983930434075336, 0.014593803595795558, 0.01423393005646782, 0.013853155966521166, 0.013501415903856437, 0.013146123601603969, 0.012788305238609765, 0.012457202657235095, 0.012109798137038517, 0.011774793104161092, 0.011451599418342756, 0.011127415093964867, 0.010814828250897968, 0.01050190996176353, 0.01018938002284709, 0.009888455670577528, 0.009588422214104967, 0.0092996560834538, 0.00902161222514403, 0.008735672464606124, 0.008460816819010583, 0.00819649830420185, 0.007926131201580497, 0.007674259074318143, 0.0074172015942073335, 0.007170477590384623, 0.006926743963307852, 0.006686339933250507, 0.006455840861148863, 0.006228730953002785, 0.00600528296685214, 0.005791252349068315, 0.005580873770992224, 0.005374362292941754, 0.005171909049626468, 0.004973682151329936, 0.004784235160596524, 0.004594676542398882, 0.0044137425278179, 0.004237130916420234, 0.004064928879693451, 0.003897206390418952, 0.003734017182527305, 0.003575399709294923, 0.003424383924433576, 0.003274821006016583, 0.003129868719111016, 0.0029895136383003796, 0.0028537316374318347, 0.0027224887411565445, 0.00259574194793686, 0.0024734400228788823, 0.0023555242591437923, 0.0022400568268201044, 0.0021308115136874934, 0.0020240596098148574, 0.001919998295034865, 0.0018217773521816056, 0.0017262160924628913, 0.0016347778820717566, 0.0015473447254167622, 0.0014626235395574529, 0.0013818085934882063, 0.0013047694681447245, 0.0012304027380391177, 0.0011587606461614603, 0.0010907336725222464, 0.001026177669825971, 0.0009642021616846974, 0.0009048154572172891, 0.0008486668909708739, 0.000794999364966442, 0.0007437941599665357, 0.0006950230725616807, 0.0006491407604495155, 0.0006055414144259316, 0.0005641800519316188, 0.0005253985466183424, 0.0004883255503484049, 0.00045366078035453413, 0.00042064065360553846, 0.0003895614928044142, 0.00036061773078717473, 0.0003331873047785824, 0.000307484072854593, 0.000283434092273049, 0.0002607744917701239, 0.00023982437497830521, 0.00022014652074448993, 0.00020170935428025097, 0.0001847399207216046, 0.00016876745543627716, 0.00015411366411072019, 0.00014037734495239959, 0.00012772492910941976, 0.00011600438868122269, 0.00010524510204435077, 9.531418116314158e-05, 8.616808056547995e-05, 7.776314403736697e-05, 7.005595870145852e-05, 6.300366671090731e-05, 5.656423596527553e-05, 5.0696691627230493e-05, 4.5330426547912844e-05, 4.049228583658899e-05, 3.6086473896974423e-05, 3.208618590050647e-05, 2.8483796077506136e-05, 2.524613043415288e-05, 2.2327084288428892e-05, 1.9702766119796003e-05, 1.7361512385115055e-05, 1.5266744331687065e-05, 1.3362659010563291e-05], 'MSE': 28556.200125594158, 'R_2': 0.7928703805599356, 'U_norm': [-142.36946530963237, 0.04010919372968571, 0.038514144901023645, 0.030903650317100663, 0.022078404650987753, 0.027532294678419656, 0.005802714004018217, 4.9861469255197814, 59.943707081898964, 63.24341925382586, 20.397073363728605, -0.00975927136244518, -0.03173403202070637, -0.04077850648117548, -0.050572367656089634, -0.05618752520464794, -0.06197961464074581, -0.06898605857187388, -0.07570032644313503, -0.08117585857582003, -0.08366482121006916, -4.171732864017583, -0.0797089164305217, -0.07918860918696456, -0.07505840626158636, -0.06999687769947359, -0.06434876220502651, -0.05801462697407299, -0.052037482408316196, -0.04628852576548254, -0.03937543622775386, -0.033441333274450126, -0.028278427715008644, -0.0229338854075435, -0.0180410355571755, -0.013646408971822217, -0.007198364126414337, -0.00731293865242674, -0.0044857891014825416, -0.002196479517351873, -0.0002998974004405427, 0.0012378715791201169, 0.0024524930578239323, 0.0033804189179373507, 0.004057986125506899, 0.0045205769531684575, 0.004801862564558024, 0.004933169593785699, 0.0049430015299586115, 0.004856731741019314, 0.004696470736597105, 0.0044810920104577075, 0.0042263868090666006, 0.003945315869986903, 0.003648323365515644, 0.0033436800566547823, 0.0030378284476089154, 0.002735709169671635, 0.002441054758383198, 0.0021566430486042215, 0.0018845076114440426, 0.0016261065681221244, 0.0013824537607769751, 0.0011542177734039575, 0.000941794882335695, 0.0007453619070792713, 0.0005649143591096777, 0.00040029444487316265, 0.00025121253038847983, 0.0001172647385575713, -2.0514965939349664e-06, -0.00010732280386437311, -0.00019920561682718873, -0.0002784121219802976, -0.0003456965096517818, -0.000401841763148198, -0.00044764726963241423, -0.0004839175189681312, -0.0005114520966850545, -0.0005310370990565187, -0.0005434380123846825, -0.0005493940224602087, -0.0005496136579117688, -0.0005447716272381184, -0.000535506683899726, -0.0005224203437241129, -0.0005060762818990946, -0.00048700025148051774, -0.00046568038619731637, -0.00044256777580396886, -0.0004180772285379705, -0.00039258815976824874, -0.00036644556797428237, -0.0003399610771979267, -0.000313414037031254, -0.00028705268030248035, -0.00026109534240226613, -0.0002357317477524234, -0.00021112436858524932, -0.00018740985827180308, -0.00016470055830006156, -0.00014308607366620782, -0.0001226349074170826, -0.00010339614105341608, -8.540114453440916e-05, -6.866529750828132e-05, -5.3189702238358435e-05, -3.896286876973267e-05, -2.5962353870695638e-05, -1.4156337258590383e-05, -3.5051207769370515e-06, 6.037461614716497e-06, 1.452273182957671e-05, 2.200596045249331e-05, 2.8545268237315327e-05, 3.420063789099544e-05, 3.9033035454989636e-05, 4.310363860514689e-05, 4.6473167796437674e-05, 4.920131472232256e-05, 5.134626178885451e-05, 5.2964285735624685e-05, 5.410943789416157e-05, 5.4833293656470914e-05, 5.518476398464921e-05, 5.5209961660628875e-05, 5.495211552076533e-05, 5.445152638133618e-05, 5.3745558485672986e-05, 5.2868661015894456e-05, 5.185241451647382e-05, 5.072559781643696e-05, 4.95142713519938e-05, 4.8241873363738786e-05, 4.692932604341983e-05, 4.559514888425691e-05, 4.425557735010006e-05, 4.2924685007929026e-05, 4.161450794640066e-05, 4.0335170587806846e-05, 3.9095012318315406e-05, 3.790071481591141e-05, 3.675742986533793e-05, 3.566890799524312e-05, 3.463762789657293e-05, 3.366492680958933e-05, 3.275113160759385e-05, 3.1895690175706874e-05, 3.109730208581574e-05, 3.0354047466541054e-05]}, 'iteration_18': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-22082.449871530553, 3.905028667705825, 3.607955053961437, 2.31014712414353, 1.1770254570331893, 1.50873934240205, 0.4895606079516484, 1554.8388715761196, 9338.27121061654, 9441.452509495974, 2722.9876582161014, 1.9356843303152456, -5.353250775056296, -6.209059032994905, -7.245817728136335, -7.734795731686817, -8.328003969785627, -9.180457151345061, -10.079656578459897, -10.866328943402193, -11.828692786487066, -678.7585034657615, -11.291591280018109, -10.974535372817943, -10.472271027331356, -9.814673254466683, -9.05100178610294, -8.167862356303704, -7.337752972305923, -6.5187709069106035, -5.528378472645582, -4.66678371015206, -3.9243584879201237, -3.1766951020360223, -2.4967894353967406, -1.7040398876669773, -1.0849665540779867, -0.9564413927714511, -0.5599087181777331, -0.24652522692928436, 0.01754823316790488, 0.2313469746030898, 0.4001229926587818, 0.5291159523319986, 0.6234520112581613, 0.6880532733835725, 0.7275573583542748, 0.7462504850320384, 0.7480175568525661, 0.7363114465370679, 0.7141421985312016, 0.6840847443315227, 0.6483017932972617, 0.6085779932712143, 0.5663618684910986, 0.522810878787557, 0.4788367300413887, 0.4351481818541222, 0.39228966692738343, 0.3506747286410254, 0.31061393442542773, 0.2723374139900902, 0.23601250928731496, 0.20175722027915838, 0.16965021204613764, 0.13973814236003237, 0.1120410023125935, 0.08655606109234426, 0.06326088889541748, 0.04211581518071994, 0.023066072221276775, 0.0060437832236805225, -0.009030118106585907, -0.022244002669445605, -0.03369369747233352, -0.0434806959537971, -0.05171045838887321, -0.05849083401643711, -0.0639306311546194, -0.06813835320602052, -0.0712211089363626, -0.07328369643278677, -0.07442785275973623, -0.07475165576999945, -0.07434906115159368, -0.07330955602026804, -0.07171791030725763, -0.06965400827975259, -0.06719274464421217, -0.06440397215837863, -0.06135249052452207, -0.0580980688654593, -0.054695496415612534, -0.0511946580513289, -0.04764063239383663, -0.04407381132853188, -0.04053003999932114, -0.03704077654952106, -0.03363327090805376, -0.03033076141777415, -0.027152688003193665, -0.024114919942424165, -0.02122999593912493, -0.018507373888727335, -0.015953687290089832, -0.013573005217541421, -0.011367092644474882, -0.009335667985293075, -0.007476654997439891, -0.005786426368726485, -0.004260036761519522, -0.0028914433830391313, -0.0016737126140314073, -0.0005992115102457339, 0.000340216522713125, 0.001153092337080918, 0.0018481580141559708, 0.002434249990131013, 0.0029201879114857075, 0.0033146786115144386, 0.0036262343857877003, 0.003863104685909214, 0.004033220257079759, 0.004144148644442921, 0.0042030600572538586, 0.004216702512452928, 0.004191385284345869, 0.0041329696040756534, 0.004046865716949738, 0.003938035354333735, 0.003810998785241572, 0.0036698456730922097, 0.003518249028327798, 0.0033594816117215043, 0.0031964342323599192, 0.0030316354366392976, 0.0028672721858687927, 0.002705211129813093, 0.002547020223093128, 0.0023939904265455948, 0.0022471573594193667, 0.002107322745607042, 0.0019750756115433266, 0.0018508131970322297, 0.0017347615174167863, 0.0016269956067151144, 0.001527459344132423, 0.0014359848463471538, 0.001352311277758585, 0.0012761029533505182], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [147.40190341420706, 7990.453884361881, 3356.868767066284, 1114.3833615493886, 204.72216863227166, -137.58750931541647, -248.65431915095357, -267.9956312512029, -253.05689518013068, -227.08867319198995, -199.25928819541582, -172.93857211786073, -149.32552359875157, -128.43194998443974, -110.28556915697642, -94.4941799803806, -80.81087665068777, -69.06993461336712, -58.93931649136662, -50.215992350773654, -42.716884429261036, -36.318016576154974, -30.788708552061188, -26.075905393160266, -22.006653514215976, -18.516067391514042, -15.518877159809264, -12.94141864830434, -10.708333020458932, -8.781012963465017, -7.103625217961389, -5.647417561016822, -4.3716233236525825, -3.255488435463032, -2.269588536883912, -1.3951989833813117, -0.6164475838584985, 0.08006752827174085, 0.705626713490147, 1.272206979833754, 1.7824673690404558, 2.2478729798046935, 2.67159694896331, 3.060004041128262, 3.4151846087776887, 3.7418817116121064, 4.042640861993137, 4.319661303474895, 4.573900350046907, 4.809034583185809, 5.025486367994654, 5.224572446368368, 5.408107813948063, 5.576401196319683, 5.730442681433904, 5.872057488279562, 6.002608697988151, 6.11870832196978, 6.22544544878767, 6.3200596808148735, 6.408782714043155, 6.484168569207376, 6.553923216259502, 6.61407572698458, 6.666971945030794, 6.711623425991004, 6.749808978794048, 6.781695637279882, 6.807468810738679, 6.82732884658495, 6.841205099834514, 6.849870871201147, 6.853519154002079, 6.852431169474087, 6.846750811907299, 6.836929701994395, 6.8230699825394865, 6.805357116834359, 6.783977195287251, 6.7591157504499115, 6.730956730665025, 6.7003432447632045, 6.666173701090678, 6.629235744195582, 6.589699839099513, 6.548537583796408, 6.5043231979585885, 6.4579886485628695, 6.409683895965257, 6.359553222549959, 6.306835635701154, 6.2534530687767775, 6.197728235130376, 6.141611083134033, 6.082455777144419, 6.023145012980082, 5.962865601293639, 5.900795513027744, 5.837041851673241, 5.773549670516699, 5.708571414019807, 5.64221163967143, 5.575473403865853, 5.508436041126184, 5.440293079985746, 5.372013294851873, 5.3028023604457895, 5.232754146591072, 5.1627977820785755, 5.09216213613958, 5.020933727614195, 4.949996386443671, 4.878605816578201, 4.806840048045415, 4.734774394684913, 4.6632276207864685, 4.590762860618386, 4.518925356077916, 4.4463272786896475, 4.3744525610950955, 4.301962964222597, 4.230280694740264, 4.158117285978473, 4.08619811780088, 4.0145687045215075, 3.942663925858651, 3.8711585656008944, 3.8000893508243796, 3.728923032564324, 3.658284729990648, 3.588202887520141, 3.5176472559940635, 3.448263920949554, 3.3785271038562197, 3.309510485048884, 3.2407512494754207, 3.1722987736960215, 3.1041993462744357, 3.0364962300136424, 2.969660866930246, 2.902857163428262, 2.8365623790317915, 2.770808475876912, 2.7052374519938076, 2.640284388794468, 2.575973082121919, 2.512325035192616, 2.4490126778547894, 2.386081988826777, 2.3235757209915935, 2.2618520606831805, 2.2006109607655193, 2.139886660320012, 2.0797105827767757, 2.0212467254939677, 1.9624934642317073, 1.9027460036884885, 1.8447649508880999, 1.7884744502960082, 1.7313551540591487, 1.6759280848084914, 1.6198165757585, 1.5631580121453537, 1.5104090634373146, 1.4570983838067213, 1.4033482315162213, 1.3512472537702933, 1.2988092877833628, 1.2461414667726083, 1.1969309008205773, 1.1457200964737766, 1.0961354333529962, 1.0481022712109964, 0.9999708538831532, 0.951823071434701, 0.9037359696823575, 0.8572112745505814, 0.8121759591380916, 0.7672207211656835, 0.722409157120064, 0.6778006417116167, 0.634662019898447, 0.591751439238836, 0.5491187931105849, 0.506810216456606, 0.4659255042094186, 0.4253740033219449, 0.3851939426771281, 0.34637396116260827, 0.30700552945661236, 0.2689942257559527, 0.2314150041845732, 0.1942937465681, 0.1576537375032488, 0.12228771203958734, 0.0866428867793469, 0.05225412511757797, 0.017672781212985628, -0.015675729872480542, -0.04914172478457108, -0.08140254938807909, -0.11371588614773495, -0.144855328449603, -0.1759914656408651, -0.2065230495118753, -0.2359333298537122, -0.2652718772354679, -0.2940042467367846, -0.3225919331955463, -0.3501006720204172, -0.37743712943397784, -0.404147388478687, -0.4302378984872347, -0.4560940582420365, -0.4813155940569566, -0.505911962318707, -0.5302286293413586, -0.5539134409930332, -0.5769780617819756, -0.5997315381004423, -0.6218646544515394, -0.6436644197754833, -0.665110610035267, -0.6859335482010291, -0.7063900251380513, -0.7262339385773227, -0.7457030273337049, -0.7647851603733096, -0.7834699084482957, -0.8015540662932593, -0.8192415618257103, -0.8367034853935879, -0.8534007412995213, -0.869862750879464, -0.8859085726267989, -0.9015362142271346, -0.916744672045399, -0.9315338531693425, -0.9459045008782706, -0.9599808275873789, -0.9735138526847595, -0.9867464509131727, -0.9996659044758472, -1.0120598132972876, -1.024140218984525, -1.0358981712601434, -1.04715350302447, -1.058172405655236, -1.0687808877845935, -1.0790606057162198, -1.08893836401165, -1.0985546739819112, -1.107772191183018, -1.1166594270829873, -1.125216099763253, -1.133442691220239, -1.1413403830481608, -1.1489109950033953, -1.1561569265403957, -1.1630811013696551, -1.1697249481427903, -1.1760492923064545, -1.1820918163317298, -1.1878196572552666, -1.1932669370554363, -1.1984064617084262, -1.2032935780416785, -1.2078550632772702, -1.2122076507112527, -1.2162033736689293, -1.2200394913630814, -1.2235311781684601, -1.2267006990157152, -1.2296979978576974, -1.232386117055144, -1.234887699674599, -1.2370946143993151, -1.2391044850752382, -1.2408353335109963, -1.242306056234374, -1.2435802282646382, -1.2446455215973886, -1.245464429403705, -1.2460725911468395, -1.2464515355875827, -1.2466199257585708, -1.246576244293511, -1.2463239105514758, -1.2458764405605511, -1.245223620209336, -1.2443616095065142, -1.24332385491341, -1.2420827925203903, -1.2406828619546015, -1.2390861860437739, -1.2372919457582994, -1.235358919664066, -1.233173874894868, -1.2309249404964915, -1.2284258367667331, -1.2258129728258271, -1.2230220971468448, -1.220055401501427, -1.2169155269933014, -1.2136872787233102, -1.2102961842085918, -1.2067454562722002, -1.203038614774361, -1.1991794506846682, -1.1952616534194822, -1.191111255344094, -1.1869128059083789, -1.1825807927199556, -1.178119503906879, -1.1734394543417628, -1.1687324286828937, -1.1639096842187648, -1.1589758193000046, -1.1539354596304126, -1.1486979817126861, -1.1434585402411124, -1.138031397309865, -1.1326116131201256, -1.1270137014105566, -1.121337497311547, -1.1155875906577053, -1.1097684808833428, -1.1037914273853935, -1.097754962067831, -1.0916634218209513, -1.0854296683700986, -1.0791505074094863, -1.0728300064625431, -1.0664720908999903, -1.0599038186666785, -1.0533963971095117, -1.0467775812207352, -1.0400534645213007, -1.033314977848742, -1.0264814673654723, -1.0196418268243355, -1.0127170772667207, -1.0057939648195673, -0.9987153050715747, -0.9916475932924633, -0.9845153931840476, -0.9774009194351667, -0.9701547983329408, -0.9629347468126792, -0.9555953954077451, -0.948289929884277, -0.9408770207680313, -0.9335052491333539, -0.9261065953963538, -0.9186172372846559, -0.9111117175409343, -0.9035940774628763, -0.8960682039942504, -0.8884740088879384, -0.8809437840609321, -0.8732927082547268, -0.8656516570499918, -0.858023700476511, -0.8503532767717965, -0.8427037224013632, -0.8350212352747312, -0.8273113488883997, -0.8196337267706183, -0.8118838264785989, -0.8041742408911566, -0.7964554011811924, -0.7887318682611658, -0.781008005524832, -0.7732879804658886, -0.765528341946736, -0.757828663601718, -0.7500986116322987, -0.7423889826261751, -0.7346592476895203, -0.7269579289931145, -0.7192458900955376, -0.71156943690595, -0.7038505942136679, -0.6962147580412977, -0.6884688929543954, -0.6808508988489271, -0.673394419320144, -0.66573298699935, -0.6578847219537354, -0.6505571440623279, -0.6430463492286993, -0.635369073046139, -0.6278641979471473, -0.6202101472204602, -0.6127304071783822, -0.6054186339769889, -0.5979743156685687, -0.5906992344932357, -0.5833060666033747, -0.5758082065720025, -0.5684865075372757, -0.5613343532767513, -0.554089676003097, -0.546764286451828, -0.5396131405266589, -0.5323917191314359, -0.5251106661920949, -0.5180064979547137, -0.511072357537983, -0.503870407589053, -0.49705667376312546, -0.489993239929586, -0.4831041984760787, -0.47618747183241644, -0.4692509025642344, -0.4624874188582376, -0.4557092077170877, -0.44892317590258024, -0.44213586873774624, -0.43552088531569155, -0.4289080306384359, -0.4223030212078077, -0.4157112449033181, -0.4092886806979757, -0.4027342927718852, -0.3963506354787112, -0.3899911764636255, -0.3836600133846625, -0.37736096947600734, -0.37109760261658103, -0.3648732147409324, -0.3586908614988291, -0.3525533620791648, -0.3464633091227015, -0.3404230786566104, -0.3344348399917762, -0.3285005655313014, -0.32262204044563025, -0.3167001659211194, -0.3109405307714507, -0.3051456400493267, -0.29941711150581285, -0.29375571995758804, -0.28816211203597314, -0.2826368143355198, -0.2770974787640541, -0.27163177917083203, -0.26616156485007325, -0.260769320835067, -0.255454699393391, -0.2501455927812906, -0.24491728407382515, -0.23976906091751182, -0.23456872949528548, -0.22951826243174875, -0.22442505972496182, -0.219479344313347, -0.21449923994324757, -0.20960713950192464, -0.20474644018430244, -0.19992043186635822, -0.195183982734647, -0.19048495067554366, -0.1858259883212244, -0.18120951859239995, -0.17663774508555408, -0.17211266248250198, -0.1676792947179867, -0.16325148627860184, -0.15887523867259035, -0.1545518127331267, -0.15028231059926075, -0.14603063793793752, -0.1418728333011401, -0.13773655759107706, -0.13362559129829935, -0.12960877325770262, -0.12561987997850022, -0.12166201278637524, -0.11776772710844488, -0.11390803841289024, -0.11011325596307199, -0.10635596199107908, -0.1026382341242141, -0.09898724399091584, -0.09535326745377483, -0.0917876363570426, -0.08826644750488848, -0.08479093033448346, -0.08134067846317103, -0.07796027918032836, -0.07460822132731756, -0.07130658696309125, -0.06805585898338797, -0.06483822440563453, -0.061673339200019314, -0.05854432192181947, -0.05546933176285555, -0.05243238234764217, -0.04943489398635457, -0.04647812221008342, -0.04353452121018336, -0.040718661285471185, -0.037862382113035616, -0.03510387211337852, -0.0323136441643541, -0.029620305442239727, -0.027019050511298964, -0.024393144484167305, -0.0218581869497783, -0.019305143225107898, -0.01674073420756066, -0.014365533229540874, -0.011883314487272062, -0.009490880869168088, -0.00718366704046514, -0.004873350344558806, -0.002645892894293389, -0.0004190194769909318, 0.0018027551110071907, 0.003942833411253164, 0.006005383303577173, 0.008128839218314494, 0.010107846928258037, 0.012140705451123118, 0.014097101674147511, 0.016038721054161306, 0.01790724313588372, 0.019759896515727175, 0.021594181385483895, 0.023358399468153834, 0.02515125069383568, 0.0268281590121364, 0.028529822212064036, 0.030164901950173788, 0.03177742684631678, 0.03336592547821136, 0.034929083792518315, 0.03646573764956647, 0.037940479451377254, 0.03938961775769996, 0.04081225600913131, 0.0422076185185671, 0.04357504348743119, 0.04491397608457341, 0.046223961633671935, 0.04747905344697123, 0.048731243342972914, 0.049930162689856436, 0.05112362183752662, 0.052287060902522664, 0.05339996460414111, 0.05450437588899426, 0.05557894707710434, 0.05662385364746267, 0.05763931475053115, 0.05864191492679183, 0.059598551603521385, 0.06054150587835006, 0.061454893608188677, 0.06233917730964719, 0.06319483722383029, 0.06403459920626033, 0.0648455590973156, 0.06563936900457604, 0.06640447231170342, 0.0671415410317316, 0.06786071310631406, 0.06855221497319812, 0.06922528115248941, 0.06987122062951572, 0.07049842455449644, 0.07109919071839825, 0.0716811246711382, 0.0722438577940304, 0.07278103477833543, 0.07329920508037818, 0.07379817392640074, 0.07427780937630696, 0.07473329381891744, 0.07517439294901558, 0.07559191836803714, 0.0759906519673639, 0.0763743072245239, 0.07673548897044509, 0.07707824305426109, 0.07740567445886112, 0.07771194087706568, 0.07800292291416187, 0.07827599082636223, 0.07853145306028336, 0.07877156297741858, 0.07899438692847911, 0.07920029953571282, 0.0793911213003647, 0.0795655080640628, 0.07972502448886792, 0.0798696868958333, 0.07999866750452128, 0.08011318929484205, 0.08021336245826415, 0.0802987894068576, 0.0803708219793934, 0.08042866954542627, 0.08047331688645046, 0.08050441023901625, 0.08052259934754201, 0.08052791026880668, 0.08052062600150382, 0.08050104040432797, 0.08046924012016221, 0.08042562784724269, 0.08037019436180623, 0.08030349817426104, 0.08022544053587731, 0.08013622204150944, 0.08003606167761405, 0.0799269270332619, 0.07980756779842234, 0.07967430688786854, 0.07953364676928204, 0.07937908771841316, 0.07921785675286382, 0.07905059832872847, 0.07886992952738148, 0.07868392568690473, 0.0784847475382792, 0.07828093963453026, 0.07806427816813574, 0.07784369304302691, 0.07761966868413717, 0.07737436515209353, 0.07713530704294579, 0.07687521234537506, 0.07662222177718403, 0.07634852619491232, 0.07607319563404097, 0.07579659837578413, 0.0755094819683231, 0.07521209082204275, 0.07491430380694036, 0.07460680134281857, 0.07428986864257509, 0.073973389984494, 0.07364805293988504, 0.07332369125389787, 0.07298154214991447, 0.07265037229988937, 0.0723020526607711, 0.07194639930077251, 0.07159301773766912, 0.07123284727502509, 0.07087534890223467, 0.07050251844303082, 0.07013286823870186, 0.06975759035440042, 0.06937700722144674, 0.0689914400338512, 0.06860120770826737, 0.06821515712843279, 0.06781643968568246, 0.06742232429560123, 0.06701633954701988, 0.06661534805842184, 0.06621129844650393, 0.0657965446474233, 0.06538731103765723, 0.06497583302971406, 0.0645547648170865, 0.06413217511331659, 0.06371568834976218, 0.0632906630389518, 0.06286481662974201, 0.062438365440285054, 0.062004575273269726, 0.061577638392542274, 0.06114397176311459, 0.060710697463292586, 0.06027148600805498, 0.05983961080618976, 0.059402332492758836, 0.058960120980544956, 0.05851950099940126, 0.058080596439476884, 0.0576376701908558, 0.05719689340967297, 0.056752720366188246, 0.05631108984007199, 0.05586664429420248, 0.055419760247522584, 0.05497603303559438, 0.054530379979315195, 0.05408314050198184, 0.0536395757844168, 0.0531948699433724, 0.05274932583563955, 0.05230323342670048, 0.05185686984347911, 0.051410499475341445, 0.05096874634656958, 0.0505230155294642, 0.050077997604499484, 0.049633907851950224, 0.04919094986990917, 0.04874931586716201, 0.04830918697381097, 0.047866961832971865, 0.0474267330602216, 0.04698864608318293, 0.046549303339894814, 0.046112517468894595, 0.045675020644082125, 0.04524044550216661, 0.04480565022273186, 0.0443740939668072, 0.04394275715948924, 0.043511910906157164, 0.04308181158992909, 0.042652701203679845, 0.04222762781256173, 0.04180110085095549, 0.04137620743423237, 0.04095576596654785, 0.040534631172117794, 0.04011315004000303, 0.03969655232770134, 0.03928001715925794, 0.03886618108724853, 0.03845287961735045, 0.03804260973363534, 0.03763329161956864, 0.0372251667390337, 0.03681846162344298, 0.03640934692744539, 0.03601014494244871, 0.03562046331684301, 0.0352211383303016, 0.03481317551928928, 0.03443326440523209, 0.034027392918186204, 0.03364876678302201, 0.03326255803041832, 0.0328696254302936, 0.03248655359189999, 0.032097571877622195, 0.03171842351560331, 0.031348704102837174, 0.03097378838255976, 0.030594377142918166, 0.03022465625439282, 0.02985104789310147, 0.029487006935569524, 0.029119626863283638, 0.028761667922933585, 0.028400863155369625, 0.028049313633630023, 0.0276953609925775, 0.027339503116158306, 0.026982213631979692, 0.026634340674156553, 0.02629548372165941, 0.025945522291610703, 0.025604855985754727, 0.02527308719592337, 0.024931620686270826, 0.024599264125706146, 0.024266997493374194, 0.023935133337354385, 0.023612133914753638, 0.023281712631782824, 0.022960254727194953, 0.02264737102145685, 0.022328037310383176, 0.02201020990115691, 0.021701022069895385, 0.021386611443001198, 0.021080832417606037, 0.020776928747843044, 0.020475060458578873, 0.02017537483997183, 0.019878007013619827, 0.019583080498460505, 0.019290707772933877, 0.018995602390658044, 0.018708783324204916, 0.018424790746370063, 0.018143698483657118, 0.01786076232661576, 0.01758112040351546, 0.01730935182490775, 0.017036278946501726, 0.016762314023253632, 0.016496171634415097, 0.0162294092655523, 0.015966312504091598, 0.015706876122603033, 0.01544738430541382, 0.01519174371696864, 0.0149364339669356, 0.014685123263578837, 0.014437771230014405, 0.014191137898009042, 0.013948563172027872, 0.013706980025754077, 0.013466598967116149, 0.013230451893962247, 0.012995713419628244, 0.012765227047164871, 0.012536321417570438, 0.012309148826443458, 0.012083849237430104, 0.011862915647200805, 0.011641663374748165, 0.011424860863579762, 0.011210244833445095, 0.01099790711139543, 0.010787930301490006, 0.010578423790093898, 0.01037344255356379, 0.01017101788594078, 0.009969412345393627, 0.009770568702159144, 0.009574519296792016, 0.009381290586291974, 0.009189329081307126, 0.009000324069725271, 0.008814282072541611, 0.008629775680152923, 0.008446939658670067, 0.008267236632070768, 0.00809064959608487, 0.007914649229466752, 0.007741884445943557, 0.007571148339011406, 0.007402521412009613, 0.007236075639574169, 0.007071874925184457, 0.006911002701048054, 0.006751419564368766, 0.006594230227115785, 0.006439470667181577, 0.006286274501678911, 0.0061356232382551515, 0.005987533300481332, 0.005841208440981301, 0.005697519149135812, 0.005555712679946193, 0.005415864042352136, 0.00527804002088982, 0.005144330521589824, 0.005011306629202257, 0.004876639630037703, 0.004752921659705998, 0.004621689974230437, 0.0045009394894521175, 0.00437349627250242, 0.004256064885242976, 0.004137736275143896, 0.004018861517584596, 0.003909127856931877, 0.0037942676703699007, 0.0036837767761461367, 0.0035774342143812103, 0.0034710167925588167, 0.0033686462361602566, 0.0032664047283165578, 0.0031645291835657734, 0.003066664258593582, 0.0029693130896678442, 0.0028758307698799122, 0.0027860186035170674, 0.002693861335772415, 0.002605474456365757, 0.0025206607888986227, 0.0024340953739715016, 0.002353625304880316, 0.0022716729846260263, 0.002193182405050484, 0.0021158057311180326, 0.0020396460272569857, 0.001966774963519839, 0.0018951213058262322, 0.0018247659610110478, 0.0017575102957364346, 0.0016915320052168213, 0.001626893159089928, 0.0015636478887944463, 0.00150184274884905, 0.0014428873809391631, 0.0013840086152921225, 0.0013279140756577172, 0.00127326025991498, 0.0012200681804972857, 0.0011683534232703387, 0.001118126494748312, 0.00106939316433345, 0.001023075896116753, 0.0009772829617396307, 0.0009329777650891791, 0.0008901503470015188, 0.0008487875936757596, 0.000808873521515097, 0.0007703895497155167, 0.0007333147603207784, 0.0006976261455887182, 0.0006627334747526812, 0.000629772155910039, 0.0005976122173553884, 0.0005663105942452873, 0.0005368100164211015, 0.0005081505215808519, 0.00048076753161360465, 0.00045462142193792334, 0.0004293221728413179, 0.00040522317509386797, 0.00038228167364074393, 0.00036016601499926695, 0.0003388893317728409, 0.0003187131364375426, 0.0002995913243202813, 0.0002812574161519052, 0.0002637116781905494, 0.00024714341252272894, 0.0002313267558402641, 0.00021625417390051287, 0.00020191538554152307, 0.00018844187187310943, 0.00017565364464316348, 0.00016353576905579387, 0.00015218652910508842, 0.0001413493272735527, 0.00013122719714245097, 0.00012159570287602059, 0.00011254003532325753, 0.00010411538382178026, 9.61394263195504e-05, 8.867327605653838e-05, 8.169432612766263e-05, 7.512531723440346e-05, 6.905775856686607e-05, 6.336407742395718e-05, 5.803438798214857e-05, 5.3133494524332936e-05, 4.8524707745343436e-05, 4.4300184311762005e-05, 4.034362315478594e-05, 3.670241181671078e-05, 3.333224179397947e-05, 3.0241048649024656e-05, 2.73901778462268e-05, 2.4766714804116698e-05, 2.235775193046839e-05, 2.015048939936346e-05, 1.8132323328140085e-05, 1.6290921844981475e-05, 1.4614289637761397e-05, 1.3082006236849595e-05, 1.1701504131311944e-05, 1.0445235950021873e-05, 9.305380132401478e-06, 8.279593567591815e-06, 7.358269956145866e-06, 6.52815054384201e-06, 5.782319824544125e-06, 5.1173499553320456e-06, 4.52275018149254e-06, 3.982601915734576e-06], 'MSE': 27796.57870705823, 'R_2': 0.7983802206173615, 'U_norm': [-149.81115849314517, 0.026492389751201318, 0.0244769909846827, 0.015672437567886683, 0.007985144235350372, 0.010235548594670992, 0.0033212638206596566, 10.548295772259273, 63.352446695203795, 64.05244646922723, 18.473219140681167, 0.013132017221305508, -0.03631737895845726, -0.04212333016929079, -0.04915688043661056, -0.052474191768266974, -0.05649861903490976, -0.062281808827416914, -0.06838213323327547, -0.07371905459083222, -0.08024789731721525, -4.604815060505391, -0.07660410782009679, -0.07445314571937496, -0.07104569754650918, -0.06658444054157975, -0.06140356124379719, -0.05541219063687145, -0.049780585030780276, -0.04422446907825813, -0.03750547554251937, -0.03166026768416528, -0.026623526594106675, -0.02155124889603253, -0.01693865128218702, -0.011560501265715084, -0.007360600718595588, -0.006488663799328581, -0.0037985175652435117, -0.001672469769383509, 0.0001190502483051466, 0.0015694978809328514, 0.002714503572687229, 0.003589614116966923, 0.0042296062536014666, 0.004667872386907825, 0.0049358749305161076, 0.005062692334370618, 0.005074680455168535, 0.004995264178531843, 0.0048448641664859664, 0.0046409491995685545, 0.004398191472054937, 0.004128698343517396, 0.003842296852867846, 0.003546839407748856, 0.003248511178510731, 0.002952120512851117, 0.0026613609363628104, 0.0023790379988459175, 0.0021072586434524028, 0.001847584109926245, 0.0016011496750091433, 0.001368755870848602, 0.001150936374953856, 0.0009480077217168621, 0.0007601055341609797, 0.0005872112859889303, 0.0004291728095326483, 0.0002857209729814065, 0.0001564842226048047, 4.1002070498904245e-05, -6.126188275068399e-05, -0.00015090716061040416, -0.00022858387006939381, -0.0002949805601653142, -0.00035081269164052837, -0.00039681193238118583, -0.0004337164568329513, -0.00046226237084180595, -0.00048317631879598374, -0.0004971692690406553, -0.0005049314234136873, -0.0005071281590283185, -0.0005043968875191626, -0.0004973447049538471, -0.0004865467052045461, -0.00047254483695370917, -0.00045584719884097727, -0.00043692768405402614, -0.00041622590497841837, -0.00039414734567880277, -0.00037106370579582124, -0.0003473134129568579, -0.000323202288323458, -0.0002990043574308372, -0.00027496279993370897, -0.00025129103331617166, -0.00022817392580817383, -0.0002057691303460885, -0.00018420853073941235, -0.0001635997869150202, -0.00014402796360676764, -0.00012555722481274924, -0.00010823257333630564, -9.208161448132153e-05, -7.71163221324981e-05, -6.333478596445174e-05, -5.072292038865158e-05, -3.92561170919626e-05, -2.8900826048717382e-05, -1.961605190775908e-05, -1.1354755797086586e-05, -4.0651545029916824e-06, 2.308087721366128e-06, 7.822777811005959e-06, 1.2538223557163052e-05, 1.6514372870992422e-05, 1.9811059759332313e-05, 2.2487352884864034e-05, 2.4601001132709964e-05, 2.6207970209070122e-05, 2.736206366079528e-05, 2.811462102274254e-05, 2.8514286234393387e-05, 2.86068390095589e-05, 2.843508255614819e-05, 2.803878047977719e-05, 2.7454636820167815e-05, 2.6716312820902133e-05, 2.585447476862934e-05, 2.4896867647180767e-05, 2.386840979454414e-05, 2.279130418574041e-05, 2.1685162569500555e-05, 2.056713904182073e-05, 1.945207032639826e-05, 1.8352620098023568e-05, 1.7279425631980546e-05, 1.624124502982224e-05, 1.5245104111615444e-05, 1.4296441910884091e-05, 1.339925448481748e-05, 1.2556236776937925e-05, 1.1768922114415842e-05, 1.1037819541005254e-05, 1.036254832352972e-05, 9.74196951250489e-06, 9.17431355411098e-06, 8.657303103150423e-06]}, 'iteration_19': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-22626.932280754532, -0.4187362755440483, -0.3668529306471265, -1.1096646341857874, -1.3474743578734871, -0.7456284436764103, -0.5822137097086534, 2555.6145536852864, 9683.547652804416, 9245.332350293653, 2132.396835135711, -3.1208081499897675, -2.6873112224211715, -3.139247313803363, -3.9724932111541635, -4.37091068537827, -4.916685645770688, -5.751400509053735, -6.64632673694435, -7.447154091355516, -85.90329467065725, -642.2824260895754, -8.342686114285637, -8.28282810246373, -8.055917517192036, -7.693850256677102, -7.23744286978506, -6.637517607705719, -6.115464726512686, -5.539347223600041, -4.749062310635679, -4.106648463076773, -3.4940346741761603, -2.8743319299554333, -2.3493235399278034, -1.9119604608003524, -1.3736707263863166, -0.9214841995280825, -0.5807105561141691, -0.285184758948654, -0.037556204862871714, 0.16602894649827654, 0.3297687022978605, 0.4579747781144443, 0.5549027220232414, 0.6246342181879885, 0.6710009285560234, 0.6975402349960642, 0.7074741948043927, 0.7037044513740103, 0.6888178996788421, 0.6650995367330161, 0.634549312022918, 0.5989014991434812, 0.5596455467986229, 0.5180475011932554, 0.47517147702178564, 0.43190074872375256, 0.3889581453256151, 0.3469254758957045, 0.3062617727895471, 0.26732019345090197, 0.23036347410731203, 0.1955778790064853, 0.16308563551025063, 0.13295588650196227, 0.10521422575302725, 0.07985090885896448, 0.056827851488443375, 0.036084538386523014, 0.01754297164812143, 0.0011117856225447364, -0.013310349717160988, -0.0258319244497178, -0.03656628204271927, -0.045629721643410226, -0.05313993333495727, -0.05921470279182037, -0.06397083328262433, -0.0675232434151688, -0.06998420791828343, -0.07146271640362052, -0.07206393157102173, -0.07188873343559614, -0.07103334019377036, -0.06958899916533998, -0.06764174299665707, -0.06527220754500743, -0.06255550830236638, -0.059561172494383946, -0.05635312383387617, -0.05298971672292184, -0.04952381624847985, -0.04600292005268543, -0.04246931768516568, -0.03896028279479562, -0.03550829317712231, -0.03214127379399292, -0.02888285783120416, -0.025752661217431194, -0.022766566167744164, -0.019937009836804267, -0.01727327436534732, -0.01478177512450866, -0.012466344261558267, -0.010328507101706474, -0.008367749258414575, -0.006581772746827146, -0.004966739680110804, -0.003517502502563616, -0.002227819995673893, -0.0010905585250605343, -9.787830036070545e-05, 0.0007585955287475961, 0.001487616868386852, 0.0020981775909155367, 0.0025993810785429425, 0.0030003300199286805, 0.0033100279374829833, 0.003537293922925189, 0.0036906899580133185, 0.003778460105589428, 0.003808480851927435, 0.0037882217995823158, 0.0037247159044575926, 0.0036245384532191042, 0.003493793914660808, 0.0033381098630792033, 0.0031626371137704837, 0.002972055262316105, 0.0027705828116260404, 0.002561991137465492, 0.0023496215829759436, 0.0021364049978334697, 0.001924883158378068, 0.001717231504134669, 0.001515282749204051, 0.0013205509448388298, 0.001134255689741516, 0.0009573462060061773, 0.0007905251120467067, 0.0006342717292489432, 0.0004888648805648017, 0.00035440509900581485, 0.00023083626696417887, 0.00011796663906260285, 1.548924594140676e-05, -7.699838807943825e-05, -0.00015997529858177568, -0.0002339790443228192], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [144.86819934527873, 8052.381348531188, 3334.6480968498413, 1083.6459396875068, 184.2893008519759, -148.03247692766857, -252.60091039808543, -268.24113483732674, -251.30952934601018, -224.29522870586965, -195.92865790626703, -169.34868469593374, -145.63761482843248, -124.74633440573292, -106.66985444143808, -90.99661251156463, -77.46655321073847, -65.90258550136804, -55.9657992528855, -47.44662074294641, -40.15655870430871, -33.96583395572276, -28.6430677012402, -24.129779873647273, -20.253564992894596, -16.946747400970658, -14.123095470029156, -11.708393363511885, -9.627912661370836, -7.84207530843867, -6.295995619641108, -4.9604749591891295, -3.795824610948154, -2.7811775143868074, -1.8881907394550776, -1.0986291279832057, -0.3971313747649516, 0.22918760604665564, 0.7910974030370768, 1.2998233697193604, 1.75809018412923, 2.1764249581511317, 2.5578258287792237, 2.908100937204143, 3.229162223076809, 3.525284191820196, 3.7987371618976296, 4.051462268452304, 4.28425448592974, 4.500397169391368, 4.700194620042298, 4.88476958977708, 5.055715252595742, 5.213229588140194, 5.358146367744, 5.492099226118623, 5.616309565083502, 5.7274585760163355, 5.83032790762027, 5.92217584652138, 6.00900118148841, 6.083437745466326, 6.153010310297671, 6.213711656018859, 6.267824493824327, 6.314255127381741, 6.354767404950818, 6.3894869976651565, 6.4185581103562415, 6.442140454969059, 6.46001790452467, 6.47302041297854, 6.481307129915777, 6.485008255605614, 6.484470665688196, 6.479878580880406, 6.471426213504741, 6.459274076025488, 6.443584705324796, 6.424521517434702, 6.40224779930039, 6.377466609890446, 6.349301840560099, 6.3184026112833225, 6.284924355580221, 6.249711647711744, 6.2115552118292845, 6.171260253366635, 6.128966608723491, 6.084809511285861, 6.038120805199297, 5.9906109232338105, 5.940795403823072, 5.890425022957383, 5.837127925189249, 5.783504262211663, 5.728830435280488, 5.672364078659107, 5.61420246575323, 5.556127048038113, 5.496546287411688, 5.4355567747632225, 5.374084260803369, 5.312208355554357, 5.249188543107227, 5.185924559264987, 5.121684296685529, 5.05655667722453, 4.991409432422489, 4.925528313687536, 4.858996088786461, 4.7926420839740915, 4.725773816044956, 4.658466536532777, 4.59079310983665, 4.523525934483685, 4.455316353387443, 4.3876210733305205, 4.319134579961039, 4.25125898014931, 4.182732773153019, 4.114902602468846, 4.046551480818779, 3.9783677813815905, 3.9103968671235108, 3.842103894179555, 3.7741311900358787, 3.706515872070867, 3.6387521007453087, 3.571436611541641, 3.504598671860804, 3.4372566685522075, 3.370983264285241, 3.3043226914499106, 3.238302334891387, 3.172481126079876, 3.1069075025079544, 3.0416270283299753, 2.9766824433192305, 2.91252769913055, 2.848361563057287, 2.7846434059641125, 2.7214053437463814, 2.658304143387948, 2.5957596127343368, 2.5337961543532814, 2.472435979513277, 2.411364500501567, 2.350627024672439, 2.2902658299954366, 2.2306281265570465, 2.1714253462295243, 2.1126917020293576, 2.0544587340885103, 1.9978548383325156, 1.9409434235926284, 1.8830412474189255, 1.8268245471621294, 1.7722224437076364, 1.7167920715671288, 1.6629808063110099, 1.6084822567847417, 1.5534294884706807, 1.502155210936247, 1.4503153560207276, 1.3980286278148795, 1.347327831096695, 1.2962812535082102, 1.2449932968207928, 1.1970564297643083, 1.1471555040216244, 1.0988243690551855, 1.0519920538784113, 1.0050510456260906, 0.9580815689963084, 0.9111592266441044, 0.8657503931988247, 0.82178526655386, 0.7778889568444792, 0.734124050168513, 0.6905490709176637, 0.6484024044786256, 0.6064716257780628, 0.5648060508081353, 0.5234513556001886, 0.4834833402015793, 0.443836576061888, 0.40454900818519995, 0.36658801052933376, 0.3280878508299469, 0.29091262401345314, 0.2541582496816763, 0.21785056692115043, 0.18201286741877593, 0.14742103762454115, 0.11255677017431637, 0.07892177420514081, 0.04509960852118726, 0.012484818168177215, -0.02024279252834081, -0.05178936996642191, -0.08338438549691461, -0.11382835850427188, -0.1442654171223378, -0.17410741455232354, -0.20284912028671784, -0.2315160050241798, -0.25958551678810887, -0.28750817949472474, -0.3143712985873777, -0.3410601254091839, -0.3671312370736252, -0.39259084524494814, -0.41781481632102296, -0.4424124735551931, -0.4663930369896145, -0.49009318278402725, -0.5131695674856531, -0.5356336311931266, -0.5577863037589368, -0.5793264869093135, -0.600533480961457, -0.6213874451499731, -0.641626181439555, -0.6614993353628124, -0.6807679005081798, -0.699662826789019, -0.7181722956660432, -0.7362861744386194, -0.7538076443641697, -0.770934489081816, -0.7878322629500937, -0.8039795317449692, -0.8198885519082016, -0.83538441592243, -0.8504653526439273, -0.8651305697662937, -0.879380176318046, -0.8932151085282446, -0.9067550351704543, -0.9197607281834538, -0.9324658905040267, -0.9448583130410672, -0.9567345960355366, -0.9682982853567204, -0.9795408886465561, -0.9902905331456415, -1.0008017269544731, -1.0109086395422249, -1.0206893908458736, -1.0300746783840378, -1.0391982333023442, -1.047929993918719, -1.0563352790370955, -1.0644141162635885, -1.072167280552449, -1.0795962302227091, -1.0867030458656504, -1.0934903722328138, -1.0999613631547167, -1.1061550394652937, -1.1120352110998861, -1.117637278682914, -1.1229311651584828, -1.127948832090752, -1.1326656805816444, -1.1371328515577765, -1.1412839306782316, -1.1452254228917882, -1.1488239280129269, -1.1522573038575272, -1.1553603457202504, -1.1581547515046227, -1.1607729997752325, -1.1630957444622965, -1.1652293677279502, -1.167082069407203, -1.1687363715422412, -1.1701253972020365, -1.171267469224977, -1.172212718684609, -1.1729498461811345, -1.1734541662238471, -1.173749388175539, -1.1738287917950652, -1.1737000781930995, -1.1733724655946431, -1.1728393310239638, -1.1721239652264426, -1.1712069833671743, -1.170085238057646, -1.1688005841975049, -1.1673175011311947, -1.1656879970042016, -1.1638670055576799, -1.1618542383059234, -1.159714857392277, -1.1573239510582571, -1.1548867345228173, -1.1522006877273228, -1.149412712731534, -1.1464537037811628, -1.1433261793743035, -1.1400330757078099, -1.1366628716147247, -1.1331373791795487, -1.1294600403576203, -1.1256345767453786, -1.1216649546492272, -1.1176471686287408, -1.113402837367801, -1.1091207141511366, -1.1047132343848736, -1.1001847681754806, -1.0954447906760785, -1.0906875216496001, -1.0858229468001812, -1.0808556733423909, -1.075790320204634, -1.0705360161774082, -1.0652884878494833, -1.059861641023617, -1.054450461563072, -1.0488696813209195, -1.043218959041312, -1.037502778098288, -1.0317255239189251, -1.025799183674933, -1.0198215315454608, -1.0137967559187664, -1.0076387284455297, -1.0014431248661382, -0.9952138389527173, -0.988954620857123, -0.9824953778317477, -0.9761028290910534, -0.969607633832381, -0.9630159004040756, -0.9564167563798658, -0.9497311933067234, -0.9430461541647012, -0.9362844107479437, -0.9295306297803483, -0.9226315350652481, -0.9157494544680874, -0.9088108707818308, -0.9018957033597915, -0.8948587913368696, -0.8878533207271465, -0.8807382524037071, -0.8736620962451601, -0.8664879526959524, -0.8593596071490885, -0.8522111826092665, -0.8449810746729554, -0.8377412954303594, -0.8304957031217929, -0.8232479990180362, -0.8159403395313795, -0.8086999695236059, -0.8013491892266449, -0.794013809233451, -0.7866967000062027, -0.7793445495771887, -0.7720180465086467, -0.7646656332629492, -0.7572926338883033, -0.7499560645024673, -0.7425560376282118, -0.7352000679716372, -0.7278407994970041, -0.7204825710020457, -0.7131295226577357, -0.7057855982832006, -0.6984094839227707, -0.6910957947949292, -0.6837586810201046, -0.6764463563794136, -0.6691203710430429, -0.6618266967871976, -0.6545282448839174, -0.6472688085250735, -0.6399746539043341, -0.632764235674007, -0.6254553031419755, -0.6182723216227939, -0.6112467198470544, -0.6040332583982672, -0.5966494144555677, -0.589760503771858, -0.5827044243668743, -0.5754972704442028, -0.5684571808804081, -0.5612824864327598, -0.5542764051703775, -0.5474326584132276, -0.5404699527408889, -0.5336705288803244, -0.5267658176409746, -0.5197685837438248, -0.512940877981486, -0.5062761961303602, -0.4995302787565732, -0.4927143312195879, -0.48606550960739153, -0.479356391903677, -0.4725970356236, -0.4660069188439352, -0.4595793487305016, -0.4529086114588119, -0.4466022521527886, -0.44006974550964395, -0.43370342211187574, -0.4273164189698804, -0.42091606782836044, -0.41468025839349465, -0.4084357011269139, -0.40218882438445125, -0.3959457061880807, -0.38986588451045967, -0.38379278787530613, -0.3777316996280634, -0.37168758660589296, -0.36580331478219674, -0.35980308524433124, -0.35396387650110445, -0.34815148612871566, -0.34236964982466367, -0.3366218415097973, -0.3309112824493239, -0.3252409506670868, -0.3196135905636571, -0.3140317226579501, -0.30849765338085156, -0.30301348485766255, -0.2975811246239954, -0.2922022952270698, -0.28687854367113436, -0.2815201663302554, -0.2763131073690126, -0.2710787284563153, -0.2659088404026481, -0.26080404337837354, -0.2557648194115272, -0.2507915401963232, -0.24581008037195828, -0.24089927330147193, -0.23598888097623222, -0.2311529201743481, -0.22639095097252868, -0.2216383253443218, -0.21696239269186143, -0.2123623797127667, -0.20772020033703606, -0.2032160917603157, -0.19867822042160938, -0.19427600142239906, -0.1898474679159126, -0.18550145606438465, -0.1811875949341574, -0.17690878757346118, -0.17271358685288848, -0.16855571096952573, -0.16443747461071087, -0.16036098021828626, -0.15632812799168383, -0.1523406258804943, -0.14843803180438614, -0.14454444440746694, -0.14070031005793635, -0.1369066648621217, -0.13316440050182435, -0.1294418543684273, -0.12580551803558204, -0.12219203545037201, -0.11860471952284649, -0.11510354306710024, -0.11163068178001945, -0.10818882768949561, -0.10480622954713821, -0.10145764313842796, -0.09816929304785693, -0.09491734433464163, -0.09170355795478494, -0.08855133822672058, -0.08541770527732288, -0.08234687112199714, -0.07931815220840875, -0.07633254463986171, -0.07337248853879448, -0.07047616518355604, -0.06760793078373956, -0.06478663510359049, -0.06201260611800134, -0.059270587577791384, -0.05657727035878772, -0.0539182231047656, -0.05130880880541994, -0.04873538794026558, -0.0461991161636628, -0.0437010023046627, -0.04121776961727811, -0.03884589814976337, -0.03644367259093157, -0.03412729989827573, -0.03178801840358954, -0.029533620852308994, -0.02735980346952482, -0.025168976884482275, -0.023057550924714777, -0.020934659313285746, -0.018806061859255523, -0.016837965913521425, -0.014784847842023134, -0.012809636296738017, -0.010908276242795193, -0.009007904938540156, -0.007179156794032869, -0.005354400335312302, -0.0035374370565581267, -0.0017908135656991544, -0.00011085201046871917, 0.001615125595552807, 0.0032202994341136186, 0.0048656217940173585, 0.006445560491230915, 0.008010050243190013, 0.00951221291988809, 0.010998175813166245, 0.012465901864088668, 0.01387414835291907, 0.015301686495349173, 0.016633527150101742, 0.017981555910192078, 0.019273410190031506, 0.020544018290611882, 0.021792229646284668, 0.02301702920385244, 0.024217530590477678, 0.02536622699122657, 0.026491555893592866, 0.027592855521362245, 0.028669566782184124, 0.029721226981795548, 0.030747463619604423, 0.03174798830454856, 0.03270315548135241, 0.033652600201671955, 0.03455819792715018, 0.03545613918939052, 0.03632792206176084, 0.03715836035434393, 0.03797891560646722, 0.03877372024648736, 0.039543003579885175, 0.040287029433303305, 0.0410179644173547, 0.041711786248334326, 0.0423920260984361, 0.04304725442655417, 0.04367792832996306, 0.04428451713096867, 0.04487608812243982, 0.04544360180562637, 0.04599527291510936, 0.046523135045750945, 0.04702780532474202, 0.04751630084192006, 0.047982062438012174, 0.048431397916238766, 0.04885859649572297, 0.049269306974704184, 0.04965858798762201, 0.050031477530111765, 0.05038777761304747, 0.050723586549763826, 0.05104312793485042, 0.051346339747326365, 0.051633209205696494, 0.05190100519550574, 0.05215555265627231, 0.05239163706161935, 0.0526121379263864, 0.052819137510462875, 0.05300876063283161, 0.05318333590230222, 0.053344498802477144, 0.05348951638640151, 0.053621330405196954, 0.05373883194912657, 0.05384233462942356, 0.05393285980530578, 0.05400979958597574, 0.05407351228629469, 0.054124712921373025, 0.054163208448849885, 0.05418953548645556, 0.05420380215448364, 0.05420617147459193, 0.05419694546002828, 0.05417629777528842, 0.05414467893617848, 0.05410186092147737, 0.05404864430750809, 0.05398456240583002, 0.053910697296167376, 0.053826368210552866, 0.05373229841528779, 0.05362877289702017, 0.05351608207247459, 0.05339379461160869, 0.05326286239357544, 0.05312279842128443, 0.05297464389064421, 0.05281786066959119, 0.052652684740414984, 0.05247936277962281, 0.05230091217802675, 0.052114944830803867, 0.05191597861031936, 0.051713707513784755, 0.05149874594240373, 0.051281110628716035, 0.05106121912276173, 0.05082932833670421, 0.050595769948936824, 0.05035065481212329, 0.05010445706527022, 0.04984719173291265, 0.049589416493360856, 0.04933141718164487, 0.049052819466822946, 0.048784839958527865, 0.048496836766456136, 0.048219925363675115, 0.047923609241098196, 0.047628647094890376, 0.04733522404169519, 0.04703347355526421, 0.046723738997520595, 0.046416256451150495, 0.04610134824894164, 0.04577937161865561, 0.04546031343216014, 0.045134729624840816, 0.04481241005007365, 0.04447475391024059, 0.0441500994787286, 0.04381081543659722, 0.043466584627585805, 0.04312664776315328, 0.04278223274259187, 0.042442334658628206, 0.04208985584355139, 0.04174231722630511, 0.04139138268380138, 0.0410373669340674, 0.04068057869790314, 0.04032132003002695, 0.039967681200140326, 0.039604230996602804, 0.039246713695117945, 0.03888018567035439, 0.038519869172331696, 0.038158473990629604, 0.03778920545582282, 0.03742650179127501, 0.037063425335613326, 0.036693529843527466, 0.03632393562403893, 0.03596125418650497, 0.03559272066373517, 0.03522505217873323, 0.034858418041648326, 0.0344870480812199, 0.03412307280283798, 0.03375489063785807, 0.033388562289597315, 0.033018746950487315, 0.03265659664030387, 0.032291402944269076, 0.03192359645002097, 0.031558607347147036, 0.031196508888970475, 0.03083256788023294, 0.030471853738783198, 0.030109824492148874, 0.029751316043459222, 0.029391972576875324, 0.02903211705396238, 0.028676245239666904, 0.028320269157891417, 0.027964472062104097, 0.027613025164389064, 0.027262097033417452, 0.0269119333478041, 0.026562766463081942, 0.026214815646979757, 0.025868287350524738, 0.025526748881771026, 0.025183552240507223, 0.024842325301096577, 0.024503226522847584, 0.024166403271875306, 0.023831992213018634, 0.02350011970899188, 0.02316807621290701, 0.022838938758927552, 0.022512800323725508, 0.02218713180108865, 0.021864758004120997, 0.021543263518770877, 0.02122531282115603, 0.020908600277375285, 0.02059563742234436, 0.020284224496985342, 0.019974560875297153, 0.019666832260431307, 0.01936121112167944, 0.01905985185653403, 0.018758857620706424, 0.018460414756037085, 0.01816648184736836, 0.017873452464521256, 0.017581582735279554, 0.017294481380915612, 0.017008811402538026, 0.0167263774251203, 0.01644569648906794, 0.01616845707362413, 0.015893244535981108, 0.015620221502876513, 0.015349537600262302, 0.015078661098607801, 0.014815723792549241, 0.014560379304010308, 0.014300082803878294, 0.014035597514901563, 0.01379062053103742, 0.013530325490861918, 0.013288840064699148, 0.013043860184872618, 0.012796019060837821, 0.012555773919569788, 0.012313226602162854, 0.012078186136967328, 0.011850311384355511, 0.011620578790761213, 0.01138948427405321, 0.011165653762888481, 0.010940849439804369, 0.01072314996787582, 0.01050481687774201, 0.010293413878974908, 0.01008167396586751, 0.009876677013010161, 0.009671600571272138, 0.009466771833177347, 0.009262497540753471, 0.009064948868479087, 0.008873807210360934, 0.008677749875922458, 0.00848823038621992, 0.008304936544247361, 0.008117614421291098, 0.00793659962195258, 0.0077569401279657295, 0.007578816979378934, 0.007406731959858845, 0.007232014560776242, 0.007063334491817057, 0.006900396992547446, 0.006735379993845132, 0.006572439661838602, 0.0064151860198979485, 0.006256562750585628, 0.006103553363643494, 0.005952727134349916, 0.005804153973267896, 0.005657894861751138, 0.005514002356067163, 0.0053725210835976, 0.0052334882287183365, 0.005094405791929094, 0.004960446362194915, 0.004829003844376307, 0.0047000903074199485, 0.004571537504778501, 0.004445684954391865, 0.004324535907740472, 0.004203970962327263, 0.004084200260849358, 0.0039690025842368075, 0.0038546907245860097, 0.0037430949720633246, 0.0036341789294211677, 0.003526372590191135, 0.0034212875051707285, 0.00331746247305257, 0.0032163739431590797, 0.0031179662412332745, 0.0030209324549717266, 0.0029265678327635015, 0.0028336585417172767, 0.002742283678435285, 0.0026535720841041554, 0.0025664371758927318, 0.0024819089513411934, 0.002398980909615273, 0.0023176981145936314, 0.0022380984631169996, 0.002161032667451293, 0.002084851194258155, 0.0020111797111583784, 0.0019392158924076534, 0.001868971795911245, 0.001800454694729567, 0.0017330397450203564, 0.001668008991261837, 0.0016047008395734792, 0.0015425598645461423, 0.001482171320981415, 0.001423517941834095, 0.0013665800448381534, 0.00131088250367817, 0.001256897045926441, 0.0012045955333061613, 0.0011535561928240992, 0.0011038044420600354, 0.001055715504143361, 0.001009252221678261, 0.0009637335638178567, 0.0009198281703853712, 0.0008772031004810311, 0.0008358597223185954, 0.0007957958474126784, 0.0007570060349499064, 0.0007197176731323263, 0.0006834358367575307, 0.0006483956196457548, 0.0006145813369318828, 0.00058178544544439, 0.0005501989980380102, 0.0005197997416885294, 0.0004904036454635936, 0.00046216448288751626, 0.0004349124186757133, 0.0004086443642556588, 0.00038335440267090804, 0.0003593935975616948, 0.0003361237538716827, 0.00031315093726234277, 0.00029257068784612953, 0.000271296804683164, 0.0002522342645262272, 0.00023265459489033954, 0.0002151097888871267, 0.00019791909071248571, 0.00018114890675901733, 0.00016611882286994618, 0.00015085601943480128, 0.0001366329689348058, 0.00012337488546730775, 0.00011053637617184622, 9.859648706588158e-05, 8.707886846695e-05, 7.601291889647145e-05, 6.577392034498006e-05, 5.597458798782659e-05, 4.6932179149505415e-05, 3.85887975532565e-05, 3.038315015667419e-05, 2.2856619589185218e-05, 1.5955250264648153e-05, 9.240362692823516e-06, 3.3009669674905087e-06, -2.4433869291637057e-06, -7.652525823182155e-06, -1.2503029242960508e-05, -1.699669447767999e-05, -2.103144774546865e-05, -2.4741987277875998e-05, -2.8133320351813036e-05, -3.11378090768522e-05, -3.3855789032061524e-05, -3.629432657707886e-05, -3.846157689226261e-05, -4.036662922810402e-05, -4.198411284483014e-05, -4.340115188774059e-05, -4.4563250340494916e-05, -4.551565228889793e-05, -4.626873307354268e-05, -4.6833141668017687e-05, -4.721970485919221e-05, -4.743933959915427e-05, -4.750315761547774e-05, -4.742437003530402e-05, -4.7210883275025695e-05, -4.687327878422418e-05, -4.6421906614114194e-05, -4.586684273088816e-05, -4.521785268135052e-05, -4.448436120230149e-05, -4.367542735647552e-05, -4.2784486825165394e-05, -4.184964102017924e-05, -4.0847912017852255e-05, -3.978560986652505e-05, -3.8703401942615766e-05, -3.7574610184511354e-05, -3.642274022168484e-05, -3.52540245528793e-05, -3.405718219224548e-05, -3.285491355573082e-05, -3.165222618168838e-05, -3.0437404032698523e-05, -2.921562404683247e-05, -2.8007368663114723e-05, -2.6816096487337124e-05, -2.5630251845757905e-05, -2.4453929834757792e-05, -2.3304556093977286e-05, -2.2171045085403305e-05, -2.1056620644503425e-05, -1.9964218677187866e-05, -1.8907946630506045e-05, -1.7877603293583217e-05, -1.6875244956429744e-05, -1.5912517793334792e-05, -1.4970658716358571e-05, -1.40701446868124e-05, -1.3193769273983118e-05, -1.2351620340170416e-05, -1.155158415814893e-05, -1.0778717131551154e-05, -1.004095912384662e-05, -9.338205090831775e-06, -8.664521946541941e-06, -8.031181774581342e-06, -7.426655424716316e-06, -6.851312549688162e-06, -6.313717666516349e-06, -5.80025888550369e-06, -5.322474385621034e-06, -4.868423879743122e-06, -4.444591624461406e-06, -4.046878397800574e-06, -3.6771945809277674e-06, -3.3318218438868847e-06, -3.0099841476856717e-06, -2.7108323355072123e-06, -2.4334580166519496e-06, -2.176906746312283e-06, -1.9401903949440895e-06, -1.7222986263450464e-06, -1.5210454883167916e-06, -1.3378526514802868e-06, -1.169472883138425e-06, -1.0151996546962158e-06, -8.750419944647034e-07, -7.479940316206618e-07, -6.324941090858686e-07, -5.278127190325495e-07, -4.3368588309731674e-07, -3.4882374786279015e-07, -2.7110612232452824e-07], 'MSE': 27098.038737653198, 'R_2': 0.8034470123259985, 'U_norm': [-156.18978097260015, -0.0028904637337044395, -0.0025323220212077483, -0.007659822110040762, -0.009301381301320482, -0.005146943556454385, -0.004018920049360186, 17.640963098210303, 66.84384644646235, 63.818922375062094, 14.719564742313628, -0.021542396262837663, -0.018550042313609495, -0.021669678605915735, -0.027421430217168596, -0.0301716367967697, -0.03393902649265554, -0.039700918120432374, -0.045878438333358446, -0.051406410377042654, -0.592975513116587, -4.433563958593143, -0.057588112287839235, -0.0571749228355567, -0.05560859850249211, -0.05310931113045729, -0.04995881026235783, -0.04581763044525108, -0.04221399013918058, -0.03823715114581233, -0.0327819517431588, -0.028347480605003923, -0.024118714092516234, -0.019841013753514426, -0.016216972083626224, -0.013197930762124527, -0.00948221028023498, -0.006360845275363308, -0.004008544041345596, -0.0019685808259036646, -0.00025924395489897254, 0.001146068961842167, 0.002276336038152665, 0.003161320297295065, 0.0038303970480181924, 0.0043117414467075035, 0.00463180278984252, 0.004814999009665938, 0.004883571407700343, 0.004857549523981925, 0.00475479024491327, 0.004591066507750361, 0.004380183616206443, 0.004134112959490543, 0.0038631359431395753, 0.0035759918640671856, 0.0032800261210657023, 0.00298133580407814, 0.0026849104762464403, 0.0023947662644508622, 0.0021140717892617683, 0.0018452648351346536, 0.0015901590245846835, 0.0013500401073410551, 0.0011257517976393542, 0.0009177713767863403, 0.0007262755141378376, 0.0005511969457632912, 0.00039227278214258387, 0.00024908529698841126, 0.00012109608431803065, 7.674462924054753e-06, -9.187903075841793e-05, -0.0001783132848872271, -0.00025241068972007343, -0.0003149740380575929, -0.00036681572408934506, -0.00040874880185497354, -0.0004415795440173841, -0.00046610121375336046, -0.00048308882400266293, -0.0004932947111121297, -0.0004974447949214878, -0.0004962354326420856, -0.0004903308017611311, -0.0004803607666683863, -0.0004669191957691435, -0.0004505627043717322, -0.00043180980166218364, -0.00041114042199532616, -0.0003889958196507858, -0.0003657788049241158, -0.00034185429632263987, -0.00031755016181492593, -0.0002931583188121251, -0.0002689360608342603, -0.00024510757645935133, -0.00022186562684566987, -0.0001993733477673224, -0.0001777661445707046, -0.00015715364942611623, -0.0001376217138506057, -0.00011923441084843609, -0.00010203602461156293, -8.605300778656359e-05, -7.129588942826342e-05, -5.776111881578616e-05, -4.5432833359064625e-05, -3.4284540792312826e-05, -2.4280708433165627e-05, -1.537825423496079e-05, -7.5279359593914275e-06, -6.756368961386738e-07, 5.236453091021041e-06, 1.0268760694622084e-05, 1.4483355246767343e-05, 1.794307581267949e-05, 2.0710756670128274e-05, 2.2848547569499097e-05, 2.4417325168172163e-05, 2.5476191338150434e-05, 2.608205341241427e-05, 2.6289281406779e-05, 2.6149436689464496e-05, 2.5711066532744837e-05, 2.5019558997689316e-05, 2.4117052171425765e-05, 2.304239222125037e-05, 2.18311343299409e-05, 2.051558093248231e-05, 1.9124851621286225e-05, 1.768497954779463e-05, 1.6219029422987645e-05, 1.4747232392797468e-05, 1.3287133897538305e-05, 1.18537506181593e-05, 1.0459733461572367e-05, 9.115533660432163e-06, 7.82956989261583e-06, 6.608394473263891e-06, 5.456857455172352e-06, 4.378267510561588e-06, 3.3745493058092325e-06, 2.446396802821253e-06, 1.5934226315042238e-06, 8.143032068440564e-07, 1.0691957270216321e-07, -5.31506490590411e-07, -1.1042816823987348e-06, -1.6151166773961273e-06]}, 'iteration_20': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-23166.545834688306, -5.308068368517439, -4.797916359752811, -4.8639309682452385, -4.099627809970425, -3.0911784261870645, -2.829415266304251, 3567.731385466293, 10037.197379967956, 9046.261831747652, 1519.3798873313165, -5.470269218212097, 0.4315480982886598, 0.37007569534593937, -0.31200878563544865, -0.6955329201093573, -1.2924786813646703, -2.2260364327067155, -3.243697023029425, -4.189608431743293, -194.26718947266374, -568.1026420557463, -5.891256400649672, -6.110504598209906, -6.173186461685439, -6.094358054715245, -5.9101001469646945, -5.550333579827402, -5.269987730293361, -4.854332239916583, -4.239193010465803, -3.746661209624496, -3.228490489484585, -2.694548208124468, -2.3761804277833836, -1.9307107166108606, -1.5288013409425543, -0.9169086557775439, -0.6005652689700688, -0.3165557720926614, -0.07543946728168731, 0.12561852626856304, 0.2899745796622358, 0.4212056329615911, 0.5228984425261683, 0.598516635245349, 0.6513273420091518, 0.6843693552148201, 0.7004467472651046, 0.7021353581892164, 0.6917939351633239, 0.6715753640017132, 0.6434354407551186, 0.6091391368288955, 0.5702653381263317, 0.5282110257167251, 0.48419605884928535, 0.4392693724778234, 0.39431705865064454, 0.3500724229251706, 0.3071278169811573, 0.26594784504050867, 0.22688342977403736, 0.19018619225848193, 0.15602263166140107, 0.12448766469357224, 0.09561718337332378, 0.06939939688861008, 0.04578482701427074, 0.024694918359625666, 0.006029299601214561, -0.010328212494372241, -0.024504737558207, -0.03663443575655869, -0.04685543698567791, -0.055307445295438316, -0.06212988158680592, -0.06746044497097821, -0.07143399294139567, -0.07418166048673949, -0.07583015700468959, -0.07650119652234634, -0.07631103084824965, -0.07537006645465702, -0.07378255431889487, -0.07164634744380426, -0.06905272413548594, -0.06608627650643899, -0.0628248639213085, -0.059339630411690436, -0.05569508382228061, -0.05194923316838435, -0.048153779247456785, -0.044354352375189456, -0.04059079032501905, -0.03689744870233064, -0.03330353607222672, -0.029833466013363383, -0.026507218955864036, -0.023340707218529738, -0.02034613761709448, -0.01753236682922465, -0.014905245688836756, -0.01246794943802849, -0.010221291766104089, -0.008164021139166288, -0.00629309858231733, -0.004603956495801535, -0.003090738550570441, -0.0017465209748485215, -0.0005635157751724616, 0.00046674340462858225, 0.0013532320565694004, 0.0021052814162280434, 0.002732440198374563, 0.0032443506940200255, 0.0036506385766745418, 0.003960815777127019, 0.0041841957578909695, 0.004329820627554284, 0.004406399495106752, 0.004422257430157031, 0.004385294424102779, 0.004302953673026184, 0.0041821985514223425, 0.0040294975323325755, 0.003850816408151622, 0.0036516170411730288, 0.003436861923828284, 0.003211023792844635, 0.002978099552340926, 0.002741627798152386, 0.002504709245175887, 0.002270029419081857, 0.002039883022792855, 0.0018161994354262496, 0.0016005688749275045, 0.001394268821528631, 0.0011982903387863458, 0.0010133640426810977, 0.0008399855004269195, 0.0006784399054001881, 0.0005288259582451116, 0.0003910788670098442, 0.00026499247852266775, 0.0001502405110938835, 4.639685832391327e-05, -4.7045061438518574e-05, -0.00013065397063791965, -0.00020504354195083536], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [142.56134802719637, 8111.1511427496935, 3310.625252702524, 1052.3350487674097, 164.05089279438954, -157.87508671641828, -255.76241052683298, -267.648211099414, -248.74162126981176, -220.73732914818663, -191.90929920999648, -165.15487577102718, -141.43283235202242, -120.62965792981083, -102.70419713335993, -87.22427796904256, -73.91539478839034, -62.58790168717904, -52.8961799165576, -44.62406928575192, -37.57788499751532, -31.622309569527637, -26.526192494929845, -22.22601434260548, -18.550808982087887, -15.43074248672437, -12.779356452568008, -10.5225907469148, -8.586959346254165, -6.932554825654989, -5.50592896524031, -4.27799228512834, -3.2104936008319185, -2.2829000307005205, -1.4681891448230378, -0.7488796404710362, -0.11033901530078721, 0.459626012541011, 0.971137994284289, 1.4346256234416832, 1.8526885491015852, 2.2349783999066593, 2.584236252766596, 2.90574473096842, 3.201197118052409, 3.4744481497933863, 3.7275086402635975, 3.9620849998399796, 4.178819343719145, 4.380677533061553, 4.567858973629572, 4.74133020690794, 4.902510250340405, 5.05151157399667, 5.189050206933052, 5.316612808844662, 5.435310270030264, 5.541905759815385, 5.640924806201874, 5.729675446055386, 5.8139182196909385, 5.8864578589971925, 5.954578260338729, 6.014325805030106, 6.067901660452636, 6.114180190438786, 6.154877002135305, 6.190090777424309, 6.219939009530916, 6.244555228322496, 6.263664025755723, 6.278096967414197, 6.287991830151724, 6.293415088733383, 6.294778499871187, 6.292160383553219, 6.285781966422476, 6.2757884736947265, 6.262328090852115, 6.245550835219479, 6.225607551204529, 6.203141791268078, 6.177363511066092, 6.1488637131745, 6.117789022295319, 6.084931261431784, 6.049164635935847, 6.01124214345115, 5.971297906073814, 5.929462112169774, 5.885100997203451, 5.839842232444045, 5.792274342814686, 5.744071598587471, 5.6929644355683875, 5.641446468304105, 5.5888274576256745, 5.534393582207429, 5.47823752183565, 5.422082134306701, 5.364391380871803, 5.305258361097741, 5.2455820066233425, 5.185442515274336, 5.124121645046637, 5.062496397179739, 4.99985524278192, 4.936285370697926, 4.872635481541938, 4.808209518319476, 4.74308919612773, 4.678088057845432, 4.612529575587854, 4.546488484364909, 4.480037311620991, 4.413936362685852, 4.346861491625907, 4.280246303515356, 4.212807330276607, 4.145926440058797, 4.078361893928165, 4.011442693352785, 3.9439695050370314, 3.8766226332986395, 3.809448229442011, 3.741918598800169, 3.6746698087112697, 3.6077399854814285, 3.5406294105604625, 3.473930082961719, 3.4076724265328773, 3.3408840653642087, 3.2751258182362624, 3.2089543732148784, 3.1433903995638746, 3.077997052846068, 3.0128233590864433, 2.947915545831438, 2.8833170827329795, 2.8194807298881486, 2.75561024535258, 2.692163697927498, 2.6291741229334895, 2.5663005230890783, 2.5039621039249536, 2.4421842913753458, 2.380990330607445, 2.3200674429980612, 2.2594616618543926, 2.199216040491524, 2.139678126797013, 2.0805608432430622, 2.02189925809831, 1.9637257884919421, 1.9071689112784427, 1.8502946188237577, 1.7924204016598606, 1.7362220177766605, 1.6816299946234121, 1.6262027226667322, 1.5723882238900853, 1.517880791599178, 1.4628140236930414, 1.4115228173294518, 1.359662691270494, 1.3073529921722888, 1.256628188095283, 1.2055564284671665, 1.1542428990834022, 1.1062825833630534, 1.0563584602408995, 1.0080067831049317, 0.9611571001609691, 0.9142019313400702, 0.86722231257352, 0.8202946721903115, 0.7748861155180236, 0.7309270967111835, 0.6870434004396344, 0.6432983601955578, 0.5997512374331413, 0.5576400141985252, 0.515753636328042, 0.4741420786979033, 0.4328516512023113, 0.3929567178553147, 0.3533939932078057, 0.31420195715329974, 0.27634574880506674, 0.23796534117026186, 0.20091955947718362, 0.16430745662924637, 0.12815523224063846, 0.09248650143659906, 0.058073358223815576, 0.023405687789541493, -0.010022945273923823, -0.043620023461146955, -0.07600003947272511, -0.10847350075661216, -0.13975644015560726, -0.17106795291146917, -0.20121924187184753, -0.23134341673178158, -0.26085782785436806, -0.28926341113044596, -0.3175737441577631, -0.34527234348038843, -0.3728034163365888, -0.39926730123106474, -0.4255363851099929, -0.45117397781499907, -0.47618655798153403, -0.5009432545466718, -0.5250605348726637, -0.5485479488649837, -0.5717352542257448, -0.5942865836583809, -0.616213753603423, -0.6378106394356148, -0.6587838724144532, -0.6794056377457235, -0.6996564010829116, -0.7192818906883401, -0.7385245867430491, -0.7571534935525543, -0.7753923762067274, -0.7932298420643563, -0.8106562081752621, -0.827482760460319, -0.8439001191199657, -0.8600667223666805, -0.8754844691462048, -0.8906433104038973, -0.9053764780920437, -0.9196827405471127, -0.933561851547066, -0.947014470916423, -0.9600420885964012, -0.9727575911176023, -0.9849370296440888, -0.9968000422835525, -1.0083351392090112, -1.01935388463192, -1.030046083734403, -1.0404039768433921, -1.0502702728643358, -1.059879247294227, -1.0690795753137987, -1.0779431841927776, -1.086408129666435, -1.0945955256834377, -1.102389209393782, -1.10984857293346, -1.1169743397067073, -1.1237679702270016, -1.1302315967788594, -1.1363679611040753, -1.1421803551993863, -1.14767256527206, -1.1528784271505594, -1.1577683278890607, -1.1623726269596324, -1.1666676155714886, -1.1706803559278034, -1.174392402865655, -1.177844869767041, -1.1809879029992367, -1.183902762634879, -1.1864925619278806, -1.1888856838940827, -1.1909673991496745, -1.192758982084733, -1.1943460445892449, -1.1956569781453497, -1.19675300873729, -1.197588262094142, -1.198201803403589, -1.1985708785214308, -1.1987132571441734, -1.1986381194681262, -1.198336104906644, -1.1978231381379554, -1.1970844078558656, -1.1961520736419478, -1.1949969125427613, -1.1936653300887428, -1.1921153384239593, -1.1904057656632996, -1.1884833807255053, -1.1863465976574994, -1.1840703910065702, -1.181587595168701, -1.1789817861654814, -1.176177680769491, -1.1731763307812555, -1.1700722125051084, -1.1666849082752146, -1.163302853385439, -1.159642675247524, -1.1559050571957097, -1.151995315007093, -1.1479169983808555, -1.1436740262921252, -1.139378633207573, -1.1349294863479165, -1.13033089171728, -1.125587389056839, -1.1207037173263221, -1.1157965333594992, -1.1106477183909005, -1.1054860147906405, -1.1002045514425565, -1.0948082861149615, -1.0891899235100528, -1.0835793220170329, -1.0778691201672792, -1.0720643620575132, -1.0661700688440974, -1.0600807797667018, -1.0540229139433914, -1.047781192055964, -1.0415794613175735, -1.0352049395385334, -1.0287715591801327, -1.0222839688845349, -1.0157466956526011, -1.0090601523534801, -1.0023346339508308, -0.995574376352386, -0.9886826632875635, -0.9817664785297925, -0.9748296831090041, -0.9678759808867036, -0.9607166065102801, -0.9536470399378771, -0.9464795116621966, -0.9392208823735381, -0.931969097104595, -0.9246371163220066, -0.9173200701974723, -0.9099331958821568, -0.9025687543511753, -0.8950595968138082, -0.887582378477686, -0.8800569493896887, -0.8725697175010364, -0.8649634354795791, -0.8574035985036215, -0.8497378957944253, -0.8421262147386673, -0.8344211576983555, -0.8267770105675212, -0.8191228097817841, -0.8113925920512606, -0.8036633330936029, -0.7959389655247745, -0.7882232430726824, -0.7804545257760971, -0.7727678821174352, -0.7649745720903199, -0.75720801248121, -0.7494710078338648, -0.7417070670941621, -0.7339801514199628, -0.7262357474124692, -0.7184794244810555, -0.710771007554313, -0.7030054808132985, -0.695295595358111, -0.687591533396364, -0.6798977421502846, -0.6722184455385476, -0.6645576480516766, -0.6568722121330944, -0.6492605884271716, -0.6416332868619986, -0.6340403577177324, -0.626441792220888, -0.6188851807585498, -0.6113319945385706, -0.6038274454978498, -0.5962952553852341, -0.5888576184077365, -0.5813265251303916, -0.573933181610847, -0.5667094387117788, -0.5593003408401322, -0.5517243997394888, -0.5446636894384745, -0.5374390486885436, -0.5300674452047797, -0.5228742366512166, -0.5155511280506256, -0.5084075463220546, -0.5014365629420132, -0.4943515831377996, -0.4874397341475404, -0.4804279170823365, -0.47332940293878395, -0.4664099212830141, -0.45966237826569933, -0.45283936267094393, -0.4459524481580084, -0.4392411258179189, -0.4324756889055233, -0.4256664641962476, -0.4190343876820045, -0.41257224684645827, -0.4058722888424678, -0.3995445636673416, -0.3929963646000206, -0.38662107970793946, -0.38023139512038207, -0.3738347266827883, -0.36760866911515244, -0.3613800064489595, -0.35515520147693047, -0.3489403452057093, -0.3428940435044532, -0.33686037582503137, -0.33084460335958954, -0.3248516545535559, -0.3190229676646141, -0.31308532847731746, -0.307312804470556, -0.3015724943775386, -0.29586804997864374, -0.2902028516573349, -0.2845800185547649, -0.27900241897350353, -0.27347268093800187, -0.2679932028294394, -0.26256616402213767, -0.25719353545772006, -0.25187709010159515, -0.24661841323414957, -0.24141891253622688, -0.23619100713197044, -0.2311159976914259, -0.2260196499883241, -0.22099135980809262, -0.21603157694888867, -0.2111406345288522, -0.20631875710423608, -0.20149405315571992, -0.19674284585366786, -0.19199713838414864, -0.18732841805668385, -0.18273609836245183, -0.17815777492073334, -0.17365826342399351, -0.16923665109706304, -0.1647794520127718, -0.16045964245479308, -0.156112328571756, -0.15189972291742865, -0.14766673527951873, -0.14351738237024933, -0.13940346384285357, -0.13532771774474545, -0.13133627676606952, -0.12738498700956086, -0.1234760015480886, -0.11961126219616235, -0.11579250996498987, -0.11202129546564668, -0.10833489240381415, -0.10466152841164848, -0.10103934818493876, -0.09746924114963437, -0.09395195563353873, -0.09045769690610823, -0.08704877958003569, -0.08366570459695655, -0.08031157837205014, -0.07704236216651808, -0.07380394491882017, -0.07059882257064651, -0.06745322748274139, -0.06434360460812152, -0.061294224539991685, -0.05828289662607093, -0.05531120678032393, -0.05240070027928717, -0.04951163624962434, -0.04668471581915262, -0.04390078861303949, -0.0411607003891167, -0.038448300300264485, -0.03579849493529004, -0.033178587896022946, -0.03060574616109359, -0.028080174453350124, -0.025587921160885208, -0.02314409058178082, -0.020735515908633113, -0.01837603705115398, -0.016053239741703224, -0.013768114783264881, -0.011521512712079029, -0.009292497708521693, -0.007167481955604828, -0.005019423524313568, -0.002952220810037635, -0.0008687818946004433, 0.0011349196082363988, 0.0030630247716747754, 0.00500212975640496, 0.006866939551599173, 0.008737758496238578, 0.010609309501126431, 0.01233577242426915, 0.014132602448557654, 0.015857033392863904, 0.01751293125980524, 0.019163835363366168, 0.020748464395646166, 0.022325512680841236, 0.02389156768202328, 0.025392824328372313, 0.026832763748886188, 0.02830786456344829, 0.029675660648847264, 0.031073427732869894, 0.032411429283080384, 0.03373208816537995, 0.034995962179985705, 0.03624199760076815, 0.0374684370165233, 0.038640960790492014, 0.03982512694722213, 0.04092569868671251, 0.042035296909973145, 0.04309433942377655, 0.04413162747940966, 0.04514622104827899, 0.04613730492528999, 0.047104182015745524, 0.0480248859480643, 0.04892239984165286, 0.04979622752091291, 0.05064596597837036, 0.05147129931041364, 0.05227199275623673, 0.0530478868751737, 0.05378396361984581, 0.054510843102043786, 0.05519941319896855, 0.05587728165632259, 0.05653043215083984, 0.05714773095431617, 0.05775267387898244, 0.058333536090244505, 0.05889060993980245, 0.059424216486960904, 0.05994308505620791, 0.060430307055797085, 0.06090256326761525, 0.06135194312196527, 0.06177892943146763, 0.06218401323556076, 0.06257329994600053, 0.06294089956902059, 0.06329220689598317, 0.06362223058786079, 0.06393158056890187, 0.0642246587018828, 0.06449763785430268, 0.06475433796662525, 0.06499162691207891, 0.06521278764549245, 0.06541531201160809, 0.06560198888312628, 0.06577276273346926, 0.06592595878217808, 0.06606371514814367, 0.06618608797401285, 0.06629317395577666, 0.06638421723739232, 0.06646133559500002, 0.06652309927064479, 0.06657059547101288, 0.0666043060604097, 0.06662382095446961, 0.0666298075722508, 0.06662241837576181, 0.06660209093617413, 0.06656877509962698, 0.06652293676221682, 0.06646492084300003, 0.06639444179075378, 0.06631232367256708, 0.06621894031816405, 0.06611379558817379, 0.06599799776818002, 0.06587093181425478, 0.06573280472056851, 0.06558495885194114, 0.06542662803142636, 0.06525806436026467, 0.06508078655423595, 0.06489260897401822, 0.06469635687577951, 0.0644897095984898, 0.06427564943116366, 0.06405174041855588, 0.06381965462251964, 0.06357970892660098, 0.06333222121482905, 0.06307602088795232, 0.06281288686867183, 0.0625416279363252, 0.062264056308985155, 0.06197896338435687, 0.061686648160945406, 0.06138741424340446, 0.061086181023980335, 0.06077864441580491, 0.06045588354426265, 0.060133578449222444, 0.0597967075328922, 0.05946090527995936, 0.059126411220575374, 0.05877833911065039, 0.0584321351853158, 0.05807306664101375, 0.05771640732189364, 0.05734761279376897, 0.0569817431748418, 0.056618921003809525, 0.05623061318316143, 0.05586025707433107, 0.0554654160905553, 0.055088675586180545, 0.054688458057997484, 0.054292869698891556, 0.05390193690966417, 0.053502435991612286, 0.05309486665984073, 0.05269261896549699, 0.052282951855162824, 0.051866355426950395, 0.051455671680156204, 0.051038664254736583, 0.05062779729460124, 0.050199366368570975, 0.04978925559754322, 0.04936248321488946, 0.048931300150809307, 0.048507204908072366, 0.04807917835003267, 0.04765832917750241, 0.0472234751421585, 0.046796219149932615, 0.046366242368124616, 0.04593391327669019, 0.04549958922487801, 0.04506361601186231, 0.04463574536556858, 0.044197282758015745, 0.04376719867296887, 0.04332748935653608, 0.042896390573255415, 0.04246511789759751, 0.04202556811418804, 0.041594899251478176, 0.0411648143317595, 0.04072767684875801, 0.04029189859452978, 0.03986521811732485, 0.03943258720863931, 0.039001884831023056, 0.03857327807992256, 0.038140011376089335, 0.037716205845417905, 0.03728832088734103, 0.03686338789783948, 0.03643519761147971, 0.036016631139448085, 0.0355952803472363, 0.0351716424060977, 0.03475195521983761, 0.034336271493034455, 0.03391914018960056, 0.03350635414163603, 0.03309269738952703, 0.03268367722163456, 0.03227430524891048, 0.03186494122009026, 0.0314606799491564, 0.031056857801003833, 0.03065378584839536, 0.03025616960936259, 0.02985965429849791, 0.029464505979804705, 0.02907097469276272, 0.028679294855835848, 0.0282896857018924, 0.027906137827969645, 0.02752117192910969, 0.02713885008693359, 0.02675933559774954, 0.02638277903742316, 0.02600931878340376, 0.025639081537475596, 0.02526903498774377, 0.024902598479551816, 0.02453986065876694, 0.02417799813529062, 0.023820139048727915, 0.02346359111205581, 0.023111298274264794, 0.022760694561368824, 0.022414548999058898, 0.022070417160838754, 0.02172851109948272, 0.021389027248405145, 0.021052146989239764, 0.020720233298923963, 0.020388985048766014, 0.020060801613239396, 0.019737824924955082, 0.019416082715278546, 0.01909585105826058, 0.018781079674771134, 0.018468100181940703, 0.018158881984246464, 0.017851793548173456, 0.017548674242069226, 0.01724796927531076, 0.016949849770502352, 0.016654472348191184, 0.016359070132093822, 0.016072501465834804, 0.01579437180471296, 0.015511012648165186, 0.015223261794017702, 0.014956884979594161, 0.0146740080508543, 0.014411714809424433, 0.014145764401192957, 0.013876848118780328, 0.013616306936861373, 0.013353400590360364, 0.013098755818997897, 0.01285199017777991, 0.01260332666522269, 0.012353303070612979, 0.012111246187928472, 0.011868241504528617, 0.011633016153301775, 0.011397202941713532, 0.011168965715946149, 0.010940453257730588, 0.010719301034534287, 0.010498143644155373, 0.010277332544923317, 0.01005719661435274, 0.009844380813870486, 0.00963853358187943, 0.009427459024733709, 0.009223485841048132, 0.009026270536530824, 0.008824778032549437, 0.008630123456469933, 0.008436976957152589, 0.008245530602057235, 0.008060618527790218, 0.007872921228796811, 0.00769174986532274, 0.007516782391603027, 0.007339616624418789, 0.007164713284395685, 0.006995943713265555, 0.006825732164019336, 0.006661569762871992, 0.00649977234705988, 0.006340412435171156, 0.0061835529872309265, 0.006029247959203411, 0.00587754284736594, 0.005728475220062073, 0.005579364816330771, 0.005435754969371266, 0.005294849504256258, 0.005156659353966351, 0.005018858378032974, 0.004883952549363072, 0.0047540874359189664, 0.004624845563987278, 0.004496450395865488, 0.004372951283464956, 0.004250393860451449, 0.00413073890158052, 0.004013946140136471, 0.0038983306175820916, 0.003785619283785469, 0.0036742436243475222, 0.0035657862741591715, 0.0034601867662210945, 0.0033560416577160116, 0.003254740189119005, 0.0031549784529808405, 0.0030568401792564074, 0.0029615371039072662, 0.0028679013463268296, 0.002777039276488182, 0.0026878686018168003, 0.002600436991167475, 0.002514784517284875, 0.0024318265099962273, 0.002349786821146896, 0.002270415717949287, 0.0021928490506873976, 0.0021170996012397285, 0.002043175100690596, 0.001970400833539651, 0.0019001608678974383, 0.0018317413963743095, 0.0017645418900904418, 0.001699195095711037, 0.001635682869370118, 0.0015739845339559592, 0.0015135854137329461, 0.0014549973364342825, 0.0013981907279702723, 0.001342707984316861, 0.001288576787094914, 0.0012362061287323435, 0.0011855569487402842, 0.0011358872627095628, 0.001087927194810333, 0.0010413142633187399, 0.0009960507239783606, 0.0009521350699179824, 0.0009095623530854158, 0.0008685837928937025, 0.0008286567271627362, 0.0007900406905013375, 0.0007527198870159982, 0.0007164663518326423, 0.0006814925080891401, 0.0006477755886707793, 0.0006151129637819383, 0.0005836770958066225, 0.0005532806688924081, 0.0005239216214093423, 0.000495594880756056, 0.000468696735717878, 0.0004425130001635977, 0.0004165986197267422, 0.0003933231701047264, 0.0003691977492490729, 0.0003475179326936034, 0.0003251825130857329, 0.0003051042774515064, 0.00028536629057222064, 0.0002660424563083095, 0.0002486597464419188, 0.00023093904627938006, 0.00021435593092474777, 0.0001988302675393596, 0.00018372625613559247, 0.00016961036064019324, 0.00015592262580439622, 0.00014269733048944476, 0.00013038669823036613, 0.0001185291181024269, 0.00010751250493736171, 9.727439786107929e-05, 8.712645392062093e-05, 7.773880007336946e-05, 6.905302564164559e-05, 6.0518274417362795e-05, 5.288833507873753e-05, 4.542337518155121e-05, 3.856724505282402e-05, 3.209393632799248e-05, 2.6003695557479592e-05, 2.0441887838817567e-05, 1.5230283958319006e-05, 1.0365474128646244e-05, 5.952718910687994e-06, 1.853431620474224e-06, -1.9382311963903937e-06, -5.4293632265044465e-06, -8.628145548448901e-06, -1.1479758616122396e-05, -1.4129431989833063e-05, -1.646603205844227e-05, -1.8562968390735168e-05, -2.0430211543964118e-05, -2.207811391796644e-05, -2.3517306779882214e-05, -2.4758605623816253e-05, -2.5793787033677174e-05, -2.6675745183056938e-05, -2.739219114903848e-05, -2.7953916402409796e-05, -2.8371543364349303e-05, -2.8655477100195152e-05, -2.8815863625918546e-05, -2.886255441958889e-05, -2.8805076719523864e-05, -2.8649286673011375e-05, -2.8409342708431913e-05, -2.8086065356511617e-05, -2.7684559360308226e-05, -2.7225562392451478e-05, -2.670264580139785e-05, -2.6130089332166842e-05, -2.5514931614545168e-05, -2.4854124993904922e-05, -2.4162857187457747e-05, -2.344700774178449e-05, -2.2701871605859476e-05, -2.193232640310092e-05, -2.1153267208477098e-05, -2.0369097353717492e-05, -1.9573905319443585e-05, -1.8771757199732847e-05, -1.7976012051099568e-05, -1.7180375410290112e-05, -1.638820769240812e-05, -1.5602639802785774e-05, -1.4834936511037858e-05, -1.4078722872137332e-05, -1.3336351310907273e-05, -1.2617332221737248e-05, -1.1908389223820698e-05, -1.1225613081720963e-05, -1.0556602702050763e-05, -9.909592599515741e-06, -9.291256066166065e-06, -8.690561144140865e-06, -8.114110782444982e-06, -7.562269133122465e-06, -7.0307569204209865e-06, -6.528848070047611e-06, -6.047759830561382e-06, -5.588062652405272e-06, -5.1568995171266776e-06, -4.743613303561612e-06, -4.357726384815807e-06, -3.989816051752944e-06, -3.645324108655507e-06, -3.3211057236867146e-06, -3.018887907060368e-06, -2.735786275859899e-06, -2.471298354470602e-06, -2.2248491168267284e-06, -1.995802668006301e-06, -1.7834734864534037e-06, -1.5871371115448195e-06, -1.4060401843056044e-06, -1.2384395124982043e-06, -1.085588351335516e-06, -9.44840132349721e-07, -8.156563262880713e-07, -6.980936461958065e-07, -5.913541271125458e-07, -4.941651376274559e-07, -4.059468734473502e-07, -3.2650834796389217e-07, -2.5478901527681735e-07, -1.8901865542545975e-07], 'MSE': 26417.578262781662, 'R_2': 0.8083826661799516, 'U_norm': [-162.50229253557546, -0.03723357314356662, -0.03365509961723928, -0.03411816067508568, -0.028756937802322913, -0.0216831453629897, -0.01984700138685059, 25.025937549191735, 70.40616225292395, 63.45522103407033, 10.657726736028328, -0.038371334902038756, 0.0030271045071496995, 0.0025959048592977896, -0.002188593125570008, -0.004878832384346888, -0.009066122773496428, -0.015614586057145904, -0.02275299072612889, -0.029388109036317295, -1.362691869518217, -3.9849696363168805, -0.041324359611132976, -0.042862281362267884, -0.04330196480009503, -0.04274902104486316, -0.04145653952254493, -0.03893294829083334, -0.03696645559152463, -0.034050830164531226, -0.029735921255467958, -0.026281045101097807, -0.022646324131109122, -0.018900973165892097, -0.01666777471912914, -0.013543016723817511, -0.010723813748816886, -0.006431677802672666, -0.004212679513004911, -0.0022204880713551024, -0.0005291719563380332, 0.0008811541715906631, 0.0020340336582070854, 0.0029545570355451146, 0.003667883692291819, 0.004198309322506586, 0.004568751294338742, 0.004800525290092223, 0.004913300543028398, 0.004925145344939173, 0.0048526051845812395, 0.004710781531240749, 0.004513393363320623, 0.004272821115162546, 0.004000139919881623, 0.0037051489347630882, 0.0033964048918282736, 0.0030812655705204886, 0.002765946484808655, 0.0024555914241493637, 0.002154355453636673, 0.0018654975507512942, 0.0015914792710016179, 0.0013340656164778158, 0.0010944244995923218, 0.0008732217158940856, 0.0006707090308082901, 0.00048680373740046405, 0.00032115876947107447, 0.00017322309834421788, 4.22926669591863e-05, -7.244749476708705e-05, -0.0001718890705419155, -0.00025697313007595995, -0.0003286685888462447, -0.00038795540426821585, -0.0004358115476025017, -0.000473202912574018, -0.0005010754603116298, -0.000520349040345102, -0.0005319124587897581, -0.0005366194816139336, -0.0005352855599225949, -0.0005286851425688696, -0.0005175495005387521, -0.0005025650260724423, -0.0004843719930418407, -0.00046356377485313473, -0.0004406865178908772, -0.00041623926367455327, -0.0003906745040311449, -0.00036439914459268353, -0.0003377758418454802, -0.00031112467073561936, -0.00028472507428232226, -0.00025881804070525537, -0.00023360845418632047, -0.00020926756435974962, -0.0001859355244328475, -0.00016372395174827622, -0.000142718471308377, -0.0001229812084914996, -0.0001045532041127686, -8.745673098419116e-05, -7.169749674894782e-05, -5.7266722492437205e-05, -4.4143091252201136e-05, -3.229456348997701e-05, -2.168005984490505e-05, -1.2251013353461869e-05, -3.95279494832463e-06, 3.2739828293450386e-06, 9.492278783999299e-06, 1.4767547091864637e-05, 1.9166767442186673e-05, 2.27575759170026e-05, 2.5607492034489782e-05, 2.7783237461774045e-05, 2.935014170549351e-05, 3.0371630853653412e-05, 3.090879516057485e-05, 3.1020031027110126e-05, 3.076075313278423e-05, 3.0183171955403332e-05, 2.9336132252719035e-05, 2.826500728434113e-05, 2.701164424440266e-05, 2.5614355497230556e-05, 2.410795056525261e-05, 2.2523803567738586e-05, 2.0889950884690567e-05, 1.9231214081640364e-05, 1.756934319775379e-05, 1.592317591738922e-05, 1.4308808489347176e-05, 1.2739774589816588e-05, 1.1227228840794758e-05, 9.780132158071724e-06, 8.405436380785013e-06, 7.1082664322889e-06, 5.8920984807165385e-06, 4.758933021860781e-06, 3.7094623937625686e-06, 2.7432321117184868e-06, 1.8587961093508928e-06, 1.0538656759056333e-06, 3.254518778019479e-07, -3.299987141280756e-07, -9.164754171399487e-07, -1.4382828529721333e-06]}, 'iteration_21': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-23689.869247838014, -10.143105096952203, -9.440009008003429, -9.10033405772293, -7.646204123352451, -6.555655201291734, -8.73665451130389, 4566.512407969765, 10383.6150299979, 8845.054884336474, 909.5314607815678, 1.46381355575677, 2.555094630289863, 3.2633144757057524, 3.2252902165285455, 3.303501774368995, 3.011323562875047, 2.2147892224583834, 1.1809989711761648, 0.06866770590945794, -307.3230106766003, -490.9729706578141, -2.925405566413046, -3.6226537285354876, -4.139046711543128, -4.474452191391685, -4.6582327808786355, -4.605065010485976, -4.603843491072332, -4.374939420937552, -3.941548968736612, -3.595792937974175, -3.1660865203806225, -2.685089909701203, -2.26421368872017, -1.9638066675189496, -1.4780278354064795, -1.0321642065656538, -0.7043858222852688, -0.4082907755727622, -0.15177525160609295, 0.06604158125003894, 0.24702277504199388, 0.39368703742294636, 0.5089494237336244, 0.5959241075465966, 0.6577795135915684, 0.6976357614235584, 0.7184945282042561, 0.7231926506675257, 0.7143728539065067, 0.6944668454729818, 0.6656867727001522, 0.6300226786113525, 0.589244885939531, 0.5449097107440339, 0.4983680886995055, 0.45077640800031793, 0.40310911020723084, 0.3561726019603105, 0.3106200484244566, 0.2669666390944185, 0.22560494328369488, 0.18682001002882626, 0.1508039136682192, 0.11766950072896848, 0.08746315170440902, 0.060176429665780115, 0.03575654349862548, 0.014115603264919575, -0.004861312206992585, -0.021309221904516045, -0.03537736501770699, -0.04722428428795097, -0.05701376672820556, -0.06491153528826063, -0.07108258760026061, -0.07568908393334109, -0.07888869526504992, -0.08083333244300066, -0.08166818806461532, -0.08153103346066302, -0.08055172322016171, -0.07885186894227827, -0.07654465189928086, -0.07373475068926989, -0.0705183651176873, -0.06698332128494186, -0.06320924588983695, -0.05926779950578461, -0.05522296017741954, -0.051131349363802744, -0.04704259287835876, -0.04299970981435463, -0.039039522662428806, -0.035193082016948596, -0.03148609949102244, -0.0279393829410388, -0.024569268475336258, -0.0213880444446668, -0.018404363211693073, -0.015623637258595556, -0.013048416868365156, -0.010678747282946158, -0.008512503909833102, -0.006545704667903564, -0.004772799093478907, -0.0031869342230143568, -0.0017801976338466846, -0.0005438383497049946, 0.000531533537081643, 0.0014557674207520998, 0.0022390118281092088, 0.0028915719587598193, 0.0034237839900791963, 0.0038459050565184086, 0.004168017764445622, 0.004399948310004715, 0.004551197180126769, 0.0046308815574546015, 0.004647688579495711, 0.0046098386183584875, 0.004525057749550207, 0.004400558667124293, 0.004243029250627918, 0.004058628048687959, 0.003852985962975841, 0.003631213398281965, 0.003397912170783083, 0.0031571914842419345, 0.0029126872853026476, 0.0026675843553333346, 0.0024246405458423063, 0.0021862125532902386, 0.001954282764392004, 0.0017304866769667878, 0.0015161405062665211, 0.0013122686172980728, 0.001119630506868666, 0.0009387470861764786, 0.0007699261201894159, 0.0006132866751950536, 0.0004687825321097539, 0.00033622451502658, 0.00021530172854962847, 0.0001056017122380893, 6.629501272387695e-06, -8.217442789648824e-05, -0.0001614173446092779, -0.00023173869737196705], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [140.39472248805228, 8167.997108698183, 3287.2388305080563, 1022.0408080891531, 144.57717913545537, -167.26825210762624, -258.72295616775597, -267.02877004577704, -246.26567775334127, -217.3514192849086, -188.11602695044192, -161.22356376091636, -137.5144015598168, -116.81421909862651, -99.0478566050149, -83.76420320594147, -70.67542159635916, -59.580198241554456, -50.12685192019227, -42.09314314030477, -35.28060150980175, -29.54878373921511, -24.666887380911295, -20.5667443560398, -17.078852592344507, -14.131470862810525, -11.638058154033669, -9.5248347452022, -7.71958135378455, -6.182242798865266, -4.860810961441692, -3.7264594171631944, -2.742360703188314, -1.8884441103681129, -1.138981224704104, -0.4772858598532611, 0.11051209779273136, 0.6358877097015183, 1.1082966915424886, 1.5374066810557339, 1.9255820574599603, 2.2816912277726025, 2.6081699286220665, 2.909817363205955, 3.1880733480669763, 3.44641582505409, 3.6866018731652064, 3.910111457454268, 4.117419075372652, 4.311237515351612, 4.49164745853777, 4.659473775895236, 4.815994395114287, 4.961231276070845, 5.0957991958087545, 5.2210812666000965, 5.338111275600413, 5.44362733981616, 5.542045080534094, 5.630633391352148, 5.7151060204193085, 5.788198345783478, 5.85719930826035, 5.918075013882267, 5.973021455392519, 6.0208404015727295, 6.063260967247, 6.100359502320383, 6.132231920101075, 6.1589910507578125, 6.180285349442487, 6.196983396372884, 6.209206618376749, 6.216949689664192, 6.220723287191406, 6.220480660939927, 6.21648749647847, 6.208877937717284, 6.197789911345724, 6.183363989502675, 6.165742369366465, 6.145514999066588, 6.1219780385816485, 6.09566855116784, 6.066727442430088, 6.03590334020806, 6.00214424624917, 5.966159226060118, 5.928079114764871, 5.888031339972925, 5.845408396917088, 5.801777252734032, 5.755780321117908, 5.709039418594932, 5.6593537618476475, 5.6091476050242015, 5.557753992440907, 5.504476074264232, 5.4494027206992, 5.39422662528727, 5.337441657215489, 5.2791384367684975, 5.2202045317900945, 5.16072239440274, 5.099983125262969, 5.038856982577499, 4.976639939827463, 4.913418931777935, 4.85003998725823, 4.785812120346287, 4.720817672125635, 4.655870888979248, 4.590298167356197, 4.524175539098102, 4.457577054130363, 4.391267241954425, 4.323919427563979, 4.256974749501368, 4.189145243797367, 4.121822652813031, 4.053759029427922, 3.9862951816313283, 3.9182240958794496, 3.850233548802096, 3.7823722822613055, 3.7141088154042756, 3.646087789434821, 3.5783499905421716, 3.5103914153777787, 3.4428133086471515, 3.375648694119925, 3.3079133079959626, 3.241191895446327, 3.1740218419160007, 3.1074407087719558, 3.0410066929539132, 2.974771128632125, 2.908782536825253, 2.8430866544947953, 2.7781456644813867, 2.713151060873748, 2.648570291644159, 2.5844384651925503, 2.520409722380958, 2.4569122802576437, 2.3939734482871518, 2.3316182747185055, 2.269529284401464, 2.207754529225208, 2.1463390232385775, 2.085638230675132, 2.0253606009699134, 1.9655429461880496, 1.9062193517646977, 1.848541676050616, 1.790538546624869, 1.7315147554623838, 1.674200115773236, 1.6185246162884173, 1.5619990258715168, 1.5071206685287877, 1.451539043387551, 1.395391387027233, 1.3430981255923906, 1.2902302660665377, 1.2369104625021046, 1.1852130771780685, 1.1331697967615717, 1.0808888027216834, 1.0320328795888853, 0.9811861757398204, 0.93195123181712, 0.8842561431405711, 0.8364647595753697, 0.7886604327524256, 0.7409217820843527, 0.6947414763846174, 0.6500483398325253, 0.6054453446316401, 0.5609975942183968, 0.5167659970883414, 0.47400800033850304, 0.43149391240261314, 0.38927504850525696, 0.3473989413314173, 0.30695502880759457, 0.2668651881439966, 0.2271688520558331, 0.18884330726306559, 0.15000582059816214, 0.11253768323655373, 0.07552726876128175, 0.03900130692300064, 0.002983855225785352, -0.031745947789059724, -0.06671199450230636, -0.10040776635463713, -0.13425196505963413, -0.16684888006690227, -0.19951785510080305, -0.23096726356371577, -0.26242282751808493, -0.2926904302705015, -0.32290776877897187, -0.3524899969624367, -0.38093781802192955, -0.4092666367703646, -0.43695935624725973, -0.4644598890134536, -0.4908700139491373, -0.5170608452258864, -0.5425969086310599, -0.5674852215439931, -0.5920930956847136, -0.6160393624644073, -0.639334191894666, -0.6623047889759734, -0.6846186137458784, -0.7062881536300791, -0.7276041024523691, -0.7482772114024946, -0.7685761329740269, -0.7884815066748592, -0.8077438585552762, -0.8266016964243192, -0.844829182397635, -0.8626458474639107, -0.880040672297387, -0.8970043880353624, -0.913354019366611, -0.9292755548240643, -0.9449224670639489, -0.9598135206595194, -0.9744228478133035, -0.9885896861177229, -1.0023133747412574, -1.0155942517129495, -1.0284335717245785, -1.040833427576882, -1.0529015253979737, -1.0644260937656407, -1.075615805502466, -1.0864597803578437, -1.0967818270373306, -1.1067607691191117, -1.1163895015599745, -1.125522928335715, -1.134378661507354, -1.142817555026836, -1.150906460617894, -1.158589773308486, -1.1659779731143598, -1.172966845424768, -1.1796108248363646, -1.1859113217212327, -1.1918704793340382, -1.1974911065600158, -1.2027766138609317, -1.207730952501533, -1.2123585570974251, -1.2166887479330493, -1.2206978087679379, -1.2244116840517076, -1.2278124179456018, -1.230922758226791, -1.2337298573956266, -1.2362658505251316, -1.2384959145871222, -1.2404784838837, -1.2421499035879882, -1.2435935390509878, -1.2447407583263297, -1.2456126358968111, -1.2462518309215693, -1.2466306439663861, -1.2467687373366445, -1.2466626715923883, -1.2463113476202408, -1.2457329556906924, -1.244944906792969, -1.243918306602172, -1.2426455381845973, -1.2411805087812224, -1.2394724051202968, -1.2375898846861926, -1.2354690965371382, -1.2331914771743273, -1.2306817644138912, -1.2280323741817223, -1.225158130262047, -1.222058902692155, -1.2188411207648109, -1.2154076215801828, -1.2118720511905834, -1.2081304008404936, -1.204184992634393, -1.2001583477850755, -1.1958169709908633, -1.1915290331375237, -1.1869336968785418, -1.1822832776551084, -1.1774585580093628, -1.1724640877680834, -1.1673047434876789, -1.1621157300051808, -1.1567734113480435, -1.1512829421758435, -1.1456496694995568, -1.1398790982423366, -1.1341079845493847, -1.1280796293103816, -1.1220616798080234, -1.1159285207503915, -1.1096857025895226, -1.103209564795165, -1.0967647908881044, -1.090227111143673, -1.0836020202040495, -1.0768949567139365, -1.0699861570422735, -1.0631321888796934, -1.0560891268288297, -1.0491092250666947, -1.0419526444674414, -1.0347473879146236, -1.0274982935439043, -1.0202100542999106, -1.0127716561875815, -1.0053057877404525, -0.9978167590666809, -0.9901973744324986, -0.9825658452121698, -0.9749260272660897, -0.9672816050679935, -0.9594252418467689, -0.9516810627515118, -0.9438429624503444, -0.9359185540503859, -0.92801460027375, -0.9200360518849158, -0.9120862435084122, -0.9040728844454328, -0.896095861894297, -0.8879741165175001, -0.8798986960711477, -0.8717828006815749, -0.8637193834835355, -0.8555390309755591, -0.847419656526586, -0.8391975809844163, -0.8310441961923857, -0.8228014945755816, -0.8146344048200584, -0.8064668247460021, -0.7982283679273482, -0.7900010562745933, -0.7817889090728259, -0.7735957446947902, -0.7653560538352908, -0.7572129086498778, -0.7489662804466469, -0.7407573745154732, -0.732588941452277, -0.7244012299590855, -0.7162615755303381, -0.7081124251702243, -0.6999596016927254, -0.691865843887158, -0.6837208231634704, -0.6756427296948566, -0.6675791954548921, -0.6595347844459883, -0.6515138126908813, -0.6435203536772419, -0.6355093541112681, -0.6275833088190454, -0.6196488946857059, -0.6117581070240514, -0.6038692850578797, -0.5960317465897557, -0.5882054294916855, -0.5804370732379707, -0.572647660814332, -0.5649634365235946, -0.5571901358046236, -0.549566317592165, -0.5421243610537444, -0.5344985989776043, -0.5267085898050798, -0.519455167453245, -0.5120401236602077, -0.5044813126825496, -0.4971123088554548, -0.48961721409548686, -0.48231265477070423, -0.47519105485424606, -0.46795955230924824, -0.4609111389722273, -0.4537672288927594, -0.4465416145297408, -0.4395046687616341, -0.4326487088986062, -0.4257222334482843, -0.4187372000461921, -0.41193637903927516, -0.405086855937065, -0.3981992429035245, -0.39149686169454084, -0.38497197938817146, -0.37821300289274634, -0.37183520351471616, -0.3652410092202093, -0.3588266643545235, -0.3524035262688647, -0.34597911133682807, -0.33973159950045323, -0.3334869885893318, -0.32725179220747036, -0.3210321307777412, -0.3149865327050025, -0.30895889355973655, -0.3029544686157777, -0.29697816415511913, -0.2911708188973329, -0.28526018876928544, -0.27951906354392675, -0.27381504698821635, -0.26815172274193305, -0.2625323933352648, -0.25696009136172526, -0.2514375908568914, -0.2459674187876318, -0.24055186656739633, -0.23519300152344277, -0.22989267825153065, -0.22465254980259575, -0.2194740786542122, -0.21435854742725308, -0.20921980328469686, -0.20423594176268187, -0.1992357359148291, -0.1943068886132472, -0.1894497123823376, -0.18466440427742264, -0.17995105430907446, -0.17523935776076197, -0.17060381307579012, -0.16597803115615525, -0.16143164052893397, -0.15696391913146165, -0.15251409299765836, -0.14814509253438904, -0.1438558755299566, -0.13953636011376633, -0.13535410060467087, -0.13114936415898695, -0.1270789568534299, -0.12299292749337, -0.1189916587405196, -0.11502856698573861, -0.1111062528223123, -0.10726900310921131, -0.1034742573124468, -0.09972403287504707, -0.09602013641471885, -0.09236417461661603, -0.08875756503515875, -0.08523582767366314, -0.08173032195283722, -0.0782774269017806, -0.07487790715269801, -0.07153238895638125, -0.06821249213125435, -0.06497732879482018, -0.0617703347011998, -0.05859444767778734, -0.05550255130310088, -0.05244336191469007, -0.04941921485802188, -0.04645479044017179, -0.043527814465447665, -0.040661053960564096, -0.037833565004475385, -0.035046789729540305, -0.03232084424399717, -0.02961845118527261, -0.026977622586501854, -0.024380369527110517, -0.021827414314857702, -0.019303670543188198, -0.01684154203225622, -0.014410568356309545, -0.012026627490747772, -0.009689823232588131, -0.0073871870879179055, -0.0051326110915400685, -0.002913880264931897, -0.0007436730353180016, 0.0013895037161676257, 0.00348479165728737, 0.005541467292558538, 0.007578708638649033, 0.009517699186053934, 0.01147442954227689, 0.013354275684673522, 0.015245563225254498, 0.01706120347784205, 0.018805207825077885, 0.02055594307572403, 0.022236438782572816, 0.02391911207571705, 0.025599067902432986, 0.02714567218409828, 0.02875200373440628, 0.030290303617162794, 0.031764285898565524, 0.03323058397255122, 0.03463484141204775, 0.036029152112945065, 0.03741040846634703, 0.038731245594418214, 0.03999498617060634, 0.04128623327015668, 0.042480369175274486, 0.043697348213147406, 0.04485898418706326, 0.04600222289533087, 0.047093031580850916, 0.048165139276468844, 0.04921700372518322, 0.0502193116264129, 0.0512280906948221, 0.05216233532442334, 0.05310080692958052, 0.05399310575865987, 0.05486363963676615, 0.05571162729702658, 0.056536403571346545, 0.05733741279258701, 0.05809661507719996, 0.05883312241703216, 0.05954656100996954, 0.06023664252346105, 0.060903158226608294, 0.061545973242598494, 0.062165020953579175, 0.06274850438599903, 0.0633207663734508, 0.06385895711351845, 0.06438473759645448, 0.06488720293392498, 0.06535800018828025, 0.06581514857942282, 0.06624977242040567, 0.06666220460153238, 0.06705280218515898, 0.0674279653881818, 0.0677756020968164, 0.06810775986592077, 0.06841890366032313, 0.06870952777053446, 0.06898013168972235, 0.06923484725056302, 0.06946988218394701, 0.06968876286434106, 0.06988846521092819, 0.07006958546792201, 0.07023480827476919, 0.07038209318994366, 0.07051363644447854, 0.07062797923567983, 0.07072687006553846, 0.0708093671389883, 0.07087680992961315, 0.07092923771771031, 0.0709663912040243, 0.0709890776194963, 0.07099742941652826, 0.0709916129862313, 0.07097210560856095, 0.07093870564231788, 0.07089233963081713, 0.07083297403064066, 0.07076010642627396, 0.07067545466568637, 0.07057865838460885, 0.07046896796031143, 0.07034874035516381, 0.07021611200224875, 0.0700724959598446, 0.06991824910975698, 0.0697523058067557, 0.06957633709264664, 0.06939071750319971, 0.06919423644328092, 0.06898875856340501, 0.06877299483204798, 0.06854720946047176, 0.06831341733586707, 0.06807023464410958, 0.06781795611478805, 0.06755869754566136, 0.06728916811792622, 0.06701332238008939, 0.06672780329746643, 0.0664366393220147, 0.0661364233069182, 0.06582934397530794, 0.06551572853173616, 0.06519590223292458, 0.0648682937779327, 0.06453511856150515, 0.06419480699378634, 0.06384957135192114, 0.06349784608826319, 0.06313995962401146, 0.06277624089377479, 0.062412568599716285, 0.06204364941227651, 0.06165884053451471, 0.06127682259783854, 0.0608797687967961, 0.0604860853026272, 0.06009589150625183, 0.05969179888243438, 0.059291717163001544, 0.05887859270837395, 0.05846997205769679, 0.0580491604796292, 0.0576333125819577, 0.05722244363604203, 0.05678429963107339, 0.05636786280694793, 0.05592537878379916, 0.05550454041710935, 0.05505886570714834, 0.05461968922047909, 0.05418693616605374, 0.053745933094351814, 0.05329725693593453, 0.052855611943323014, 0.05240697178994239, 0.051951889059178635, 0.05150435455268291, 0.0510509957909639, 0.05060532769218732, 0.05014164429090527, 0.049698747066916404, 0.049238819654825274, 0.048775105522871384, 0.04831993256335712, 0.047861436288490405, 0.04741148076305962, 0.04694741462669942, 0.04649228766936659, 0.046035071441843475, 0.04557615085256178, 0.045115896830866586, 0.044654666088715954, 0.04420274021940049, 0.04374036242422459, 0.04328752701566127, 0.04282526478632694, 0.042372734274318695, 0.04192068030723686, 0.041460614837777306, 0.041010482431134095, 0.04056157802180771, 0.04010593308191857, 0.039652316267926674, 0.03920875054350127, 0.03875957563722775, 0.038312970221214875, 0.03786909049205961, 0.03742093625248243, 0.03698309652644516, 0.03654156439343301, 0.03610359013395326, 0.03566276726866481, 0.03523233901681891, 0.03479952736576725, 0.03436484559325833, 0.03393468562033851, 0.03350908281927723, 0.03308244675224092, 0.03266069275716377, 0.0322384814361752, 0.03182142379040368, 0.031404422722956564, 0.03098784133238617, 0.030576852966028863, 0.030166704769106496, 0.029757707736809174, 0.029354624637414138, 0.028953028713552157, 0.028553183380032873, 0.028155335076612203, 0.027759713765731928, 0.02736653345778421, 0.026979808539239886, 0.02659198983401221, 0.02620716628689102, 0.02582549370262495, 0.025447114777740094, 0.025072159684130874, 0.024700746648817603, 0.024329828531968235, 0.023962827218240407, 0.023599821877016428, 0.023237980906120274, 0.022880425929068058, 0.022524460245173423, 0.022173016165913533, 0.021823526776789753, 0.021478745113310483, 0.02113622896795573, 0.02079618465256828, 0.020458802440540123, 0.020124257194332997, 0.019794887432169728, 0.019466419171150693, 0.019141228017102812, 0.018821427928413594, 0.01850307935993703, 0.018186453180451957, 0.017875447942752167, 0.017566432267865157, 0.017261345625148066, 0.01695857302288775, 0.016659922598455335, 0.016363856896783723, 0.01607054031886004, 0.015780122619352854, 0.01548988177471453, 0.015208513620835203, 0.014935614705898994, 0.014657771661931617, 0.014375816962274723, 0.014114981813041263, 0.013838176585731516, 0.013581686516212752, 0.013321791884493946, 0.013059176242852768, 0.012804911116778887, 0.012548510689556515, 0.012300334617149218, 0.012059996128543674, 0.011817968785544973, 0.011574780944295779, 0.011339499770505083, 0.011103455302065605, 0.010875119938018636, 0.010646366492646336, 0.01042510955466963, 0.010203732910025349, 0.009989628712686764, 0.009775661187135059, 0.009562172060562129, 0.009349480432535346, 0.009144000859638745, 0.008945382109666148, 0.008741857026326074, 0.008545313690824561, 0.008355409753473644, 0.008161519045135384, 0.00797433706879153, 0.007788732625068101, 0.0076048894285615535, 0.007427443777566916, 0.007247451127214107, 0.007073839074008748, 0.00690628860937141, 0.006736752113716247, 0.0065695006137271115, 0.006408229989175106, 0.006245698831847102, 0.006089058025688885, 0.0059347860304575, 0.005782949554917417, 0.005633606002485669, 0.005486804026847002, 0.005342584076192055, 0.005200978923702167, 0.005059442429030816, 0.004923233137667093, 0.004789692689572555, 0.004658828204740557, 0.0045284362000205195, 0.004400887056382296, 0.004278203126693425, 0.00415620757126087, 0.004035112542557778, 0.003918733333670133, 0.003803339584769358, 0.003690775826498874, 0.003581000177695104, 0.0034724269961864027, 0.003366676027154341, 0.003262273392077278, 0.0031607003427134308, 0.0030618959218333018, 0.0029645445252858187, 0.002869942253344986, 0.002776868758758823, 0.0026854011178925447, 0.0025966658141781786, 0.002509572444054763, 0.0024251470663308955, 0.0023423809499678993, 0.002261316692069334, 0.0021819896284064363, 0.0021052441309038637, 0.0020294349859835987, 0.001956177410568663, 0.0018846701909361622, 0.0018149227830436526, 0.0017469398672754041, 0.0016800996087586921, 0.0016156705434552515, 0.0015529939482783355, 0.0014915180138797425, 0.0014318197728713689, 0.0013738795762491304, 0.00131767543890595, 0.0012627363528286955, 0.0012095256141887096, 0.001158012987505371, 0.0011077810480887205, 0.0010588532279271765, 0.0010115964980220982, 0.0009659719161220163, 0.0009213091096195202, 0.0008782625097061611, 0.0008365036582948422, 0.0007960322270507696, 0.0007568443894330078, 0.0007189331297331403, 0.000682518707517991, 0.0006471161135573516, 0.0006129533461589329, 0.0005800134271610045, 0.0005480927425571824, 0.0005173758019775944, 0.0004878392776049222, 0.00045930290518762296, 0.00043191450884627803, 0.00040550790603719123, 0.000380078836664347, 0.0003556202838754402, 0.00033246994670864963, 0.0003100097581467535, 0.0002878595307751786, 0.00026803718130717413, 0.0002475690822440621, 0.00022924926277888272, 0.0002104543995678766, 0.00019363320055838175, 0.0001771717009481457, 0.0001611337615378657, 0.0001467789876417718, 0.0001322220391422382, 0.00011867667549099873, 0.00010606928686072187, 9.3880085771452e-05, 8.256276381104054e-05, 7.166461541756634e-05, 6.121331024881032e-05, 5.156200988481335e-05, 4.234432405624008e-05, 3.385738433384235e-05, 2.6044580440897793e-05, 1.837995639400182e-05, 1.1368812252221068e-05, 4.9585269090278065e-06, -1.2588848544722652e-06, -6.739460347953241e-06, -1.2020366715147515e-05, -1.6789474439251626e-05, -2.121008779277925e-05, -2.528461826342782e-05, -2.8922249747471336e-05, -3.2246233930737116e-05, -3.526200556586743e-05, -3.7911360707293485e-05, -4.028481889227534e-05, -4.238971951490532e-05, -4.423442748896845e-05, -4.582818209045061e-05, -4.715247630060321e-05, -4.828052868342234e-05, -4.917101358671065e-05, -4.986240796696158e-05, -5.036504802920055e-05, -5.068950548899924e-05, -5.0846495250541675e-05, -5.084679118099498e-05, -5.0705382450798105e-05, -5.042691942169792e-05, -5.002342256050298e-05, -4.9505236931868745e-05, -4.8882460301697465e-05, -4.8164903071101686e-05, -4.7362054397605586e-05, -4.648305409298604e-05, -4.553666988038271e-05, -4.4513926932060885e-05, -4.345701338490817e-05, -4.233856059441475e-05, -4.116499501794993e-05, -3.998012954171667e-05, -3.8753739233750466e-05, -3.751066152100117e-05, -3.625679900956016e-05, -3.497944807078966e-05, -3.370228256428481e-05, -3.242998922212363e-05, -3.114969729762656e-05, -2.986650725761906e-05, -2.8601508452012518e-05, -2.735785643730458e-05, -2.6123125011421168e-05, -2.490129678374106e-05, -2.3710152826524285e-05, -2.253790526639054e-05, -2.1387650361521744e-05, -2.0262190961110813e-05, -1.9175814698350386e-05, -1.811779942366562e-05, -1.7090069838454356e-05, -1.610436881113212e-05, -1.5141320360107658e-05, -1.4221709428131972e-05, -1.3327818498968614e-05, -1.2469815946449761e-05, -1.1655595167512885e-05, -1.0869828229527345e-05, -1.0120487729155663e-05, -9.407362898620801e-06, -8.724344296295599e-06, -8.082770422373331e-06, -7.470878305461424e-06, -6.888976550904966e-06, -6.345655367526223e-06, -5.8270953184185705e-06, -5.344892292114288e-06, -4.886941799958684e-06, -4.459737950166785e-06, -4.059102894264292e-06, -3.686919082314372e-06, -3.339404403426565e-06, -3.015744644359017e-06, -2.71505501911773e-06, -2.436394096020756e-06, -2.178776978923152e-06, -1.941187642522108e-06, -1.7225903467132172e-06, -1.5207731270646546e-06, -1.337143710842384e-06, -1.168430794854866e-06, -1.0139128796585986e-06, -8.735861207489127e-07, -7.464313759369503e-07, -6.308752511350277e-07, -5.261788387079864e-07, -4.320697195082115e-07, -3.4725076796626874e-07, -2.695970672811637e-07], 'MSE': 25770.014264283902, 'R_2': 0.8130797086429546, 'U_norm': [-168.73760549182126, -0.07224705414816923, -0.06723905899046241, -0.0648196307886324, -0.0544621906258064, -0.04669445616281413, -0.06222922325252069, 32.52623984996583, 73.96015225667117, 63.00133470609521, 6.478387837694219, 0.010426414417943978, 0.01819936383817182, 0.02324385435971284, 0.022973016121770776, 0.023530099440961613, 0.021448979816847562, 0.01577544502913736, 0.008411989800355572, 0.0004891046104374744, -2.188992619232777, -3.497089940146733, -0.020837005270260483, -0.02580334696169262, -0.029481497927149724, -0.03187051565225371, -0.033179543417729176, -0.032800841358568804, -0.032792140750778874, -0.031161708591031956, -0.028074765966640807, -0.02561202359753573, -0.022551321522288025, -0.019125290948348316, -0.016127484375681508, -0.013987752792525945, -0.010527659531911926, -0.007351873278327555, -0.005017181637912623, -0.0029081632783107864, -0.0010810609489230534, 0.0004703993156923872, 0.0017594876158438426, 0.0028041441391230774, 0.003625132168472883, 0.004244633261175138, 0.004685215393290763, 0.004969102473996047, 0.005117674773963826, 0.005151138442609097, 0.00508831701582918, 0.004946530999079445, 0.004741537019806604, 0.004487509706459221, 0.0041970586693217725, 0.0038812691973207276, 0.003549763701138396, 0.0032107788735524392, 0.002871255442429866, 0.0025369372607262986, 0.0022124766768680973, 0.001901543269644788, 0.0016069332218996094, 0.0013306768737484306, 0.0010741423274631592, 0.0008381333634518177, 0.0006229803395270642, 0.00042862316134469216, 0.00025468580968098165, 0.00010054226429352008, -3.4626032451865505e-05, -0.000151780790406433, -0.00025198500672361405, -0.0003363679456585057, -0.00040609622523200074, -0.0004623502527072221, -0.000506305269072991, -0.0005391163054201752, -0.0005619064166263111, -0.0005757576294601567, -0.0005817041181067962, -0.000580727196739651, -0.0005737517903628982, -0.0005616441110197014, -0.0005452103234325946, -0.0005251960296901717, -0.0005022864393497007, -0.00047710711795262157, -0.00045022522854862155, -0.00042215119326959255, -0.00039334071332446763, -0.00036419709061928326, -0.0003350737986510958, -0.00030627725273661157, -0.00027806973118701825, -0.000250672400395757, -0.0002242683983946954, -0.0001990059348605385, -0.0001750013682153303, -0.0001523422256150733, -0.00013109013589115816, -0.00011128365093567624, -9.29409358402416e-05, -7.606231285303833e-05, -6.0632648979947024e-05, -4.662358075359509e-05, -3.3995573470742724e-05, -2.269981501482779e-05, -1.2679946980497135e-05, -3.873638133828842e-06, 3.785993723622594e-06, 1.0369103609684626e-05, 1.5947977196095856e-05, 2.059601609970707e-05, 2.438684258503964e-05, 2.7393515911660347e-05, 2.9687852214891933e-05, 3.133984127775368e-05, 3.2417152929867085e-05, 3.298472681069938e-05, 3.310443944503247e-05, 3.283484269279052e-05, 3.223096765048605e-05, 3.1344188714110335e-05, 3.0222142144075003e-05, 2.8908693895811573e-05, 2.7443951614273934e-05, 2.5864315562308816e-05, 2.42025634405635e-05, 2.2487964182359167e-05, 2.0746415817102722e-05, 1.9000602825508188e-05, 1.727016876301042e-05, 1.5571899847949636e-05, 1.3919916174612846e-05, 1.232586702577613e-05, 1.079912750636722e-05, 9.346993937720785e-06, 7.974876044613644e-06, 6.686484160240752e-06, 5.484010425183186e-06, 4.368302921802655e-06, 3.33903244197144e-06, 2.394851528292484e-06, 1.5335457428508138e-06, 7.521772227813263e-07, 4.722044510270025e-08, -5.853099504624398e-07, -1.1497394067172158e-06, -1.6506225714144943e-06]}, 'iteration_22': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24196.690947139185, -15.273929284974113, -14.404044431143404, -13.719884146876137, -11.593054196932904, -10.35425982428193, -7.571148477013432, 5527.126010743643, 10714.406695822687, 8648.677277757375, 323.379940099357, 7.3161982695918715, 6.5073691993558676, 7.932636141766912, 8.513769661609075, 8.903793599234056, 8.66894567477047, 7.699141526265773, 6.313744725115519, 4.691638476341151, -441.61736672197264, -395.88085757882783, -0.2390595044908311, -1.4970750372667554, -2.4999541592791887, -3.244297125689962, -3.7561249104559744, -3.973599431661661, -4.194690023061261, -4.106087773538508, -3.8047311561679136, -3.563280718670227, -3.1863936640906787, -2.6698706638185916, -2.249619065474994, -2.0040959064962833, -1.3866895272788329, -1.1304568184900756, -0.7817072954662553, -0.46918569528170767, -0.19530560272560504, 0.03931653806283163, 0.23547516333540314, 0.3950242125673338, 0.5205662072129177, 0.615185528461817, 0.6822265312617121, 0.7251160058437255, 0.7472272421045679, 0.7517813470564283, 0.7417808111389896, 0.7199698067854685, 0.688815270330933, 0.6505032781495642, 0.6069469882543245, 0.559801367957818, 0.5104822902788378, 0.46018749707277856, 0.4099179453382639, 0.3604985228001844, 0.31259756237912756, 0.2667448951414127, 0.22334838635988272, 0.18270901910955487, 0.1450346469883738, 0.11045255202225564, 0.07902093288245471, 0.05073942498826608, 0.025558727908274, 0.0033893915904376765, -0.01589020497675284, -0.032426660534927904, -0.0463851265775309, -0.05794363304617376, -0.06728814251396426, -0.074608303819243, -0.08009386832210941, -0.08393172420376742, -0.08630349815705178, -0.08738366894811755, -0.08733813502733412, -0.08632317787132576, -0.08448476446172595, -0.08195813562246353, -0.07886763136313399, -0.0753267094643922, -0.07143811873797, -0.06729419375108169, -0.06297724286475075, -0.058560006059695933, -0.054106163251971796, -0.04967087728909935, -0.0453013589165787, -0.04103744334684219, -0.03691217010043485, -0.03295235917008961, -0.02917917777819605, -0.025608692906848713, -0.02225240556403169, -0.01911776338655224, -0.016208648845354934, -0.01352584079917822, -0.01106744769043756, -0.008829311138414845, -0.006805379145325901, -0.00498804851567426, -0.003368476568076772, -0.0019368624573812704, -0.0006826989264641066, 0.00040500451263902643, 0.001337525608294306, 0.002126259104903335, 0.0027825704248220636, 0.0033176715740049533, 0.0037425174047392394, 0.00406772039874391, 0.00430348217918732, 0.004459539974594395, 0.004545126386799646, 0.004568940878634586, 0.004539131498537027, 0.004463285519076692, 0.004348427658047837, 0.004201024790475223, 0.004026996052438641, 0.003831727427635177, 0.0036200899669701064, 0.0033964608677607396, 0.003164746749327308, 0.0029284085035280274, 0.0026904871817955006, 0.0024536304537908006, 0.002220119222102163, 0.001991894065641946, 0.0017705812071597412, 0.0015575178130584073, 0.001353776425165687, 0.0011601884172049847, 0.0009773663895643317, 0.0008057255016720776, 0.0006455037121991306, 0.0004967810118460738, 0.00035949769663547827, 0.00023347179871898745, 0.00011841574312062574, 1.3952330084986658e-05, -8.036990534837968e-05, -0.00016506193915377798, -0.00024068012805256628, -0.0003078127923362256], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [138.18172176678735, 8224.122926108123, 3265.274935275151, 992.885305437196, 125.52806316684298, -176.77766442248713, -262.1093043010252, -266.97777435508885, -244.40117381245838, -214.56670879542327, -184.8883902257893, -157.81245730965827, -134.0691989678303, -113.42705316193337, -95.77884967205695, -80.65463787535938, -67.75309397464993, -56.86098429621323, -47.61976030812834, -39.80055550139322, -33.199618087927, -27.671093914688345, -22.983921818002173, -19.06529641492007, -15.746765162498908, -12.954691205253498, -10.6023892548493, -8.616336894680414, -6.925494977592169, -5.489783484303859, -4.258585700907702, -3.2034666347568796, -2.2889871114085714, -1.4956529087003883, -0.7989933701516544, -0.1831501534376864, 0.36496051220885445, 0.8560805246458928, 1.2989925832387692, 1.7026450501580443, 2.069092731734389, 2.406512485067768, 2.717016503045524, 3.0049716122622043, 3.2715619168616197, 3.51993993712474, 3.751634714851014, 3.96792748774686, 4.169142060000836, 4.357794067202134, 4.5338610858912824, 4.698055976942795, 4.8515498670140556, 4.994294566142543, 5.1268311794171915, 5.250468947210107, 5.366185370209927, 5.470708984506501, 5.568373382730426, 5.656434396322389, 5.740546938524432, 5.813449681382579, 5.882386117468302, 5.94330823295706, 5.998391744320581, 6.046416063200172, 6.089099759015004, 6.126506583460392, 6.158720625335384, 6.185843697629645, 6.207504704331794, 6.2245727364962535, 6.237161203438698, 6.245249324454634, 6.249358049381804, 6.249419247620905, 6.24570159019438, 6.2383346260348365, 6.227452209037306, 6.213191338575916, 6.195691114830897, 6.175537795237347, 6.152028405256114, 6.125696130327234, 6.09668041423566, 6.065731643808333, 6.031792212930997, 5.995572595587138, 5.957203395064514, 5.9168120572104534, 5.873784056316488, 5.82970057386497, 5.783189419467387, 5.735890115584009, 5.685574453337593, 5.634696428484427, 5.582580929513191, 5.528520615201517, 5.472604360465511, 5.416551070411872, 5.358831087147921, 5.299535692705511, 5.239567532480087, 5.179011214373839, 5.117145231205152, 5.054856271668108, 4.991427317063801, 4.9269469736858635, 4.862278716446708, 4.796718187925844, 4.730349748634717, 4.664005690534049, 4.596998818122275, 4.529407397986931, 4.4613077848563005, 4.393482799002851, 4.324576247627841, 4.256063459050467, 4.1866272127411905, 4.117693153982754, 4.0479844590993554, 3.9788753458216273, 3.9091304100943023, 3.839455214933954, 3.7699007873417547, 3.6999233294584126, 3.6301846311177552, 3.560727603159736, 3.4910364361688595, 3.421728687872693, 3.352839281895638, 3.2833595962171964, 3.2149161450930928, 3.1460095234982575, 3.0777050186789587, 3.009550307119557, 2.941598932108501, 2.873901535146344, 2.8065058804815752, 2.739886903672791, 2.6732159943118217, 2.6069734439128207, 2.5411959889770386, 2.4755296332468992, 2.410414253280084, 2.3458784726131583, 2.2819485519952134, 2.2182996014096643, 2.1549815171242472, 2.092041042386856, 2.0298429593898115, 1.968088977756945, 1.9068173059570157, 1.846063314680518, 1.7870067052209493, 1.727629265593226, 1.6672204802401718, 1.608574702780332, 1.551619795293931, 1.4938097354484956, 1.4376989765965202, 1.3808845631373428, 1.3235080504304026, 1.2700858771407142, 1.2160926642914758, 1.1616548500714556, 1.108890437458207, 1.055790578736067, 1.0024666971956937, 0.9526536771280213, 0.9008295338968472, 0.8506669990403809, 0.8020917401022793, 0.7534372988973361, 0.7047893416498415, 0.6562286216815139, 0.6092732508862468, 0.5638496350537427, 0.5185376251576292, 0.47340396359908415, 0.42851104043973937, 0.38513468884463475, 0.342026981174762, 0.29924036792595593, 0.2568233789296679, 0.21587896257414868, 0.17531506202442715, 0.1351718260191619, 0.09643691350022097, 0.05720763632737949, 0.01938440136242627, -0.017953807797549907, -0.054779973217322496, -0.09106983788822338, -0.12603918171148454, -0.16122248241114745, -0.19510394457139796, -0.22911025131680798, -0.26183917557832753, -0.29461564923102596, -0.32614404275081016, -0.35765347671647174, -0.38794810841669036, -0.41816703894066015, -0.44772509902685564, -0.47612453491717444, -0.5043795015971863, -0.5319740714697025, -0.5593504861728359, -0.5856151675350234, -0.6116350772525424, -0.6369775937024913, -0.6616503814502712, -0.6860176822707734, -0.7097022046476724, -0.7327148216400295, -0.7553790144265357, -0.7773669536970894, -0.7986918563403803, -0.8196401469322598, -0.8399279495147195, -0.859819351793607, -0.8792953010027142, -0.8981122449252419, -0.9165037691027321, -0.9342502339818807, -0.9515660406654259, -0.9684406376706043, -0.984865256754582, -1.0006635422561339, -1.016016058368997, -1.03107063557756, -1.0453651877951808, -1.0593558539630032, -1.0728886636209232, -1.0859635647897357, -1.098581511663744, -1.1107443799240508, -1.122454885883363, -1.133815042183374, -1.144626345956268, -1.1550854756749007, -1.1651822284139526, -1.174753595569805, -1.1839665101418388, -1.1928145702258188, -1.2011656760808713, -1.2092196159938824, -1.2168501958468343, -1.224118838337694, -1.2309766086207503, -1.237522732481891, -1.2436655595943413, -1.2494542650348024, -1.25489094993796, -1.2599784402246932, -1.2647202177624886, -1.26912035488807, -1.2731834523686227, -1.2769145808356521, -1.2803383537698785, -1.2834371323106566, -1.2862322699124051, -1.288711717211139, -1.2908937462670682, -1.2927712365550532, -1.2943670778004834, -1.2956618330392813, -1.2966905365388435, -1.297423500627706, -1.2978980783000147, -1.2980926746678707, -1.2980280697333446, -1.2977031740555223, -1.2971349368107334, -1.2963007753693836, -1.2952403044959084, -1.293911684588936, -1.292374560926768, -1.2906459071307763, -1.288658321310446, -1.2864059827078798, -1.2839811070002736, -1.2812965639052476, -1.2784577555175598, -1.2753659599011402, -1.2721378205018625, -1.2686646228767213, -1.2650724836719442, -1.2612441622669848, -1.2571810057970432, -1.2530209268914545, -1.2486367219781325, -1.2441720883536358, -1.2394942940914724, -1.2346069423476143, -1.2296605174970623, -1.2243686145066452, -1.2191788250120055, -1.2136531716144412, -1.2080953438763056, -1.2023617167425171, -1.196457840950071, -1.190389549918384, -1.1843148136026345, -1.1780878709783569, -1.1717147227567917, -1.165201519561642, -1.1585545276776124, -1.1519303460463246, -1.1450341831247515, -1.1381720752118574, -1.131199907849268, -1.124123817535794, -1.1168040574310576, -1.109539562171887, -1.1021894257757099, -1.0947595851296719, -1.087255887775986, -1.0795445694224863, -1.0719117191431753, -1.0640853817431932, -1.0563455749217303, -1.0484260334306796, -1.0404685014740396, -1.032477996275736, -1.0244593663117572, -1.0162904954397693, -1.0081061240282534, -0.9999106253728416, -0.9915866535343725, -0.9832632989980591, -0.9749444011208742, -0.9666336137883176, -0.9581057061188536, -0.9497124066184913, -0.9412299514652929, -0.9326666957899389, -0.92413786340154, -0.9155407291440634, -0.9069864748718707, -0.8983756153132035, -0.8898153067279364, -0.8811112553535643, -0.8724681997833447, -0.8637930207968466, -0.8551848611952368, -0.8464628103452975, -0.8378165035908919, -0.8290715575467913, -0.8204101764334376, -0.8116644012674725, -0.8030091165511819, -0.794363402084106, -0.7856527623006438, -0.7769639156948734, -0.7683009518761899, -0.7596677374779109, -0.7509951995216184, -0.7424337511750826, -0.7337730182605637, -0.725161333749501, -0.7166013777286183, -0.7080304328390098, -0.6995188770598492, -0.6910064071212214, -0.6824990753924554, -0.6740622102408484, -0.6655807496996577, -0.6571777011395264, -0.6487984228124809, -0.6404475717377375, -0.6321295323778129, -0.6238484236884385, -0.6155575337344913, -0.6073628144623221, -0.5991676446312179, -0.5910256613863231, -0.5828937977601645, -0.5748228023580949, -0.5667713198641704, -0.5587873275302437, -0.5507895596966992, -0.5429075136722713, -0.5349419049077156, -0.5271371111509835, -0.5195257972783841, -0.5117339890084772, -0.5037822039971687, -0.49638529399402703, -0.48883070422810015, -0.4811370899787791, -0.47364392790496174, -0.4660299266827584, -0.4586166658426197, -0.45139593770760666, -0.44407072521049556, -0.43693773975884515, -0.42971495638057555, -0.4224166085212617, -0.4153156687012091, -0.4084038853924994, -0.40142758629898784, -0.39439903667237464, -0.3875623765920957, -0.38068330860237815, -0.37377265701500506, -0.367054320246549, -0.3605200699749022, -0.3537578470820787, -0.34738305274535164, -0.3407982063424154, -0.3343990875854307, -0.3279973042229858, -0.3216004105898364, -0.31538562111903784, -0.3091796380071999, -0.3029889674951595, -0.29681970280778097, -0.2908288684632529, -0.2848615524383456, -0.27892295201355244, -0.27301790089219596, -0.267285331328792, -0.2614564668020144, -0.25580028458175724, -0.25018610743539665, -0.24461740830823003, -0.2390973710217851, -0.23362890246725548, -0.2282146449554926, -0.22285698862577344, -0.2175580838273192, -0.21231985339859819, -0.207144004779751, -0.20203204190302618, -0.19698527681486966, -0.1920048409913186, -0.18700686346351686, -0.18216443230122337, -0.1773110409966063, -0.1725318020739719, -0.1678268731119385, -0.1631962987417159, -0.15864001933124017, -0.1540900309269035, -0.14961822680952094, -0.14516050313314321, -0.14078389394356214, -0.1364875347621679, -0.1322129066406996, -0.1280203827057908, -0.12390878849044289, -0.11977259707680364, -0.11577215878710809, -0.1117545806253148, -0.10786958808859957, -0.10397394926580895, -0.10016333507360078, -0.09639326269380663, -0.0926661566046142, -0.08902397498221855, -0.0854261931033606, -0.0818746604911715, -0.07837101855931591, -0.07491671188057346, -0.07151299932145067, -0.06819326055901363, -0.06489270432485163, -0.06164554810882301, -0.05845241402541507, -0.055313790315324615, -0.05220299879959236, -0.04917532181192601, -0.04617771138966272, -0.04321289468671617, -0.040330123411885556, -0.03748146179085038, -0.03466904983711816, -0.03191575644819295, -0.029200805502723637, -0.02654522449748774, -0.02392951792465272, -0.0213549608548646, -0.018840037172865795, -0.016350286790701395, -0.013920659709179996, -0.01153449525373717, -0.009192378938700702, -0.006880420012133333, -0.00462821719042253, -0.0024078165719130296, -0.00023365860183578504, 0.0018942581879934815, 0.003987813414133846, 0.0060344499932368425, 0.00804533436427494, 0.010009056319379884, 0.011936099771828858, 0.013825751196844744, 0.015677424491376133, 0.017508410014781716, 0.019248037107320093, 0.021000449491938543, 0.022680934604314255, 0.024368495063611554, 0.025985467057328532, 0.027535680078369647, 0.029088841571175625, 0.030576715336630155, 0.03206347665419268, 0.03354467276356301, 0.03490537882608812, 0.03631554284205153, 0.037662899312402735, 0.0389509605187542, 0.040229297217397826, 0.041450599176791544, 0.04266025919489118, 0.04385550868549696, 0.04499545681506413, 0.04608322256049704, 0.04719157468475317, 0.04821364181937006, 0.04925220383563546, 0.05024049598469781, 0.05121006753998028, 0.052132167971217336, 0.0530354266426231, 0.05391852691681527, 0.05475698027415087, 0.05559765359192222, 0.05637316577653366, 0.05714903360566902, 0.05788359355406238, 0.05859707865268979, 0.05928886537066955, 0.059958435794297334, 0.06060537125661062, 0.06121525776080183, 0.06180360651904718, 0.062370159110699055, 0.06291473364488719, 0.06343721919082479, 0.06393757034368333, 0.06441580195447219, 0.0648629839252327, 0.06529784805313049, 0.06570310543545713, 0.06609515427046539, 0.06646583965469745, 0.06680921280846479, 0.06713852103943899, 0.0674473635865774, 0.06773609780073948, 0.06800510049819695, 0.06825879768591168, 0.0684891557267657, 0.06870431539275837, 0.06890072862703085, 0.06907888402821535, 0.06923927252995499, 0.06938440833924045, 0.06951220621591854, 0.06962467830611198, 0.06972037762901553, 0.0697998697559435, 0.06986447278979427, 0.06991354612710034, 0.06994800970929739, 0.06996769448548777, 0.06997315815696123, 0.06996464591105069, 0.06994238725329159, 0.06990649380381793, 0.06985774995806947, 0.06979596421268609, 0.06972132286962521, 0.06963403954820853, 0.06953546533384863, 0.06942373403940097, 0.06930143601000446, 0.06916773222281387, 0.0690214378239207, 0.06886572737565821, 0.06869951871336268, 0.06852145196360136, 0.06833515514583315, 0.06813755232800697, 0.067930672172792, 0.0677148647205739, 0.06748855895348219, 0.06725395420152169, 0.06701140840689412, 0.0667592608852514, 0.06649982737632673, 0.06623140232994994, 0.06595428007995026, 0.06567085650501296, 0.0653793773245496, 0.0650801546153287, 0.06477562371609644, 0.06446187451397221, 0.06414346576301835, 0.06381647523456178, 0.06348546993666626, 0.06314652814152921, 0.06280209399123202, 0.06245248538515308, 0.06209801607233798, 0.061736913141688346, 0.06137158614578905, 0.061000280110147964, 0.06062537444723485, 0.06024513366386516, 0.05985989017537354, 0.059469973749609405, 0.0590816263163608, 0.058689136928781485, 0.058281220823116445, 0.05787767319218386, 0.05745964999204138, 0.05704651719276818, 0.05663829813098648, 0.05621678715137841, 0.055800652566288855, 0.05537213935618248, 0.054949431251719666, 0.05451523839787575, 0.05408724225100422, 0.053665377096731436, 0.05321656500365026, 0.05279096159460865, 0.05233973677897478, 0.051911505313154645, 0.05145894372101427, 0.05101389600182854, 0.05057621585252496, 0.050131039260201855, 0.0496789666192622, 0.04923478896641053, 0.04878437415685899, 0.04832828848934084, 0.04788052785652599, 0.04742768677609963, 0.04698324005309203, 0.046521556982957256, 0.04608124711353914, 0.0456246884830325, 0.04516505682288646, 0.04471454468806429, 0.044261382373004865, 0.043817270868211175, 0.04335985031183134, 0.04291183754416443, 0.04246235047330668, 0.042011762729729965, 0.041560432644103404, 0.041108703162388086, 0.04066661880286171, 0.04021484500729456, 0.03977290978579144, 0.03932229117350635, 0.03888165611943549, 0.038441967959397236, 0.037994975116020735, 0.03755810189828181, 0.03712287541854647, 0.036681571665190954, 0.03624268398939918, 0.03581395104068502, 0.03538022410165719, 0.034949399535426376, 0.03452161547747877, 0.03409012282752628, 0.033668955452228665, 0.03324462656532458, 0.03282410010221336, 0.032401219996393615, 0.03198867716174364, 0.031574211016171326, 0.03115831523019667, 0.030747099204037218, 0.03034058287714644, 0.02993341968714417, 0.02953124802199784, 0.02912896896104163, 0.028731921129315413, 0.028335244112049074, 0.027939281041303127, 0.027548940875444582, 0.02715970095583186, 0.026771852954620163, 0.026389904526604644, 0.026009652045437193, 0.02563134061817702, 0.02525519871362638, 0.02488143870086619, 0.02451025741019074, 0.024145435073881404, 0.02377984433686911, 0.02341733772476241, 0.023058055771475478, 0.022702126426178644, 0.022349665647083683, 0.022000777988132762, 0.021652597546350225, 0.021308332628934352, 0.020968050404863086, 0.02062909222419765, 0.02029437783966762, 0.019961378059904195, 0.01963283114724153, 0.01930633232316298, 0.01898444835301166, 0.018664893867864282, 0.018347858195543326, 0.01803351530168479, 0.017722024423118068, 0.017415556983283894, 0.017110132139790395, 0.0168079566426877, 0.016510988540625455, 0.016215565037215482, 0.015921936462806204, 0.01563371336928224, 0.01534752537656251, 0.015065165305283852, 0.014785134857571635, 0.014509102623942713, 0.014235643663570087, 0.013964907238183773, 0.01369702875160178, 0.013429497111459021, 0.013170321826465737, 0.012919117570479782, 0.012663536648298614, 0.01240435631655022, 0.012164756317429411, 0.011910664608269334, 0.01167538770931294, 0.011437154255144676, 0.011196599870414351, 0.010963863643731713, 0.010729344735237747, 0.010502515927534114, 0.01028301091193978, 0.01006212621503273, 0.00984035043784544, 0.009625949010081732, 0.009411017605933384, 0.009203267191625026, 0.008995299312201294, 0.008794305610337063, 0.008593363288807526, 0.008399178239301358, 0.00820527436459606, 0.008011964695029837, 0.00781954095736484, 0.007633801499256045, 0.007454416775662915, 0.007270761206140029, 0.007093564180388487, 0.006922505091550943, 0.006748013535779659, 0.0065797160829854364, 0.0064129934924674415, 0.006248011287278122, 0.006088924347591867, 0.00592771342535993, 0.005772374373477095, 0.0056226099056152674, 0.005471226122999577, 0.005322041449365116, 0.005178345986910775, 0.005033686021281885, 0.004894424689290254, 0.004757424252194413, 0.0046227421068433215, 0.004490427088765995, 0.004360519995820301, 0.004233054100256668, 0.004108055647044871, 0.003983278576528465, 0.003863355551825578, 0.0037459382264252144, 0.0036310294650298922, 0.0035166949604310024, 0.003405013384473691, 0.003297747323857752, 0.003191240604545376, 0.0030856818627644778, 0.0029843922295998016, 0.002884120062633071, 0.0027864669478941534, 0.002691391373026734, 0.002597518254207672, 0.002506246052774196, 0.00241630031662978, 0.0023289546373570207, 0.0022441504690901273, 0.0021607556636216384, 0.0020798774012997655, 0.002000468947040324, 0.001922595515468721, 0.0018472122359130436, 0.0017733885715108938, 0.0017019899582170386, 0.001632158772360724, 0.0015639290931638771, 0.0014973284455048143, 0.0014330605201811793, 0.0013697447876975276, 0.001308727318324587, 0.0012493348264231605, 0.0011915717042349633, 0.0011354380931149859, 0.0010804189510948035, 0.001027554146457866, 0.0009762961740847562, 0.0009261913437437912, 0.0008777072244021396, 0.0008308224746148894, 0.0007855137468628665, 0.0007413977449338455, 0.0006988426365894594, 0.0006578179430239259, 0.0006179868225552935, 0.0005793652175146844, 0.0005422377642252381, 0.0005065665905384861, 0.0004718239939060078, 0.0004385152016214219, 0.0004063798817659174, 0.0003754132648540864, 0.00034560756084525126, 0.0003169522418752889, 0.00028960657633958156, 0.00026320060243730225, 0.0002379001216988485, 0.00021368619970957897, 0.00019040414688461884, 0.00016818319574961926, 0.0001469991489271213, 0.00012671671108735138, 0.00010743465770360152, 8.902932166992495e-05, 7.149226337667519e-05, 5.4812744494425015e-05, 3.921051745772413e-05, 2.4261108720507647e-05, 9.715929850431366e-06, -3.118278659494247e-06, -1.6172247578786008e-05, -2.7668560395740747e-05, -3.9260030325975536e-05, -4.9442106153225145e-05, -5.9212093386896254e-05, -6.852586174272611e-05, -7.667187041196752e-05, -8.472819540238517e-05, -9.201839738158911e-05, -9.860370052402107e-05, -0.00010476475455526015, -0.00011028136898724589, -0.00011538427972179116, -0.00012005917681127926, -0.00012415959492194698, -0.0001278536322393214, -0.0001310345740425965, -0.00013374790262725094, -0.00013617799680671442, -0.0001381668867213339, -0.00013975615031046923, -0.0001410510749919207, -0.00014195399135651045, -0.00014257108781232073, -0.00014287159175258783, -0.00014288523144466512, -0.00014262030373939595, -0.0001421041279173138, -0.00014134198876535192, -0.00014034396410394102, -0.00013915471896954208, -0.00013776086756642938, -0.00013617333345383945, -0.00013440361982235827, -0.0001324636781727697, -0.00013041570711900882, -0.00012817435817130785, -0.00012585331153500397, -0.00012341423971262594, -0.00012086874679202362, -0.00011822836508151011, -0.00011550448198618735, -0.00011270827472912976, -0.00010990777811581132, -0.00010699911168830008, -0.00010404966915789025, -0.00010106930111864151, -9.806742966645128e-05, -9.505302423317428e-05, -9.203458294784507e-05, -8.902011909747346e-05, -8.601715226003233e-05, -8.298274834122273e-05, -8.00246314142936e-05, -7.705033371118557e-05, -7.40696021674979e-05, -7.118075363173123e-05, -6.829819120859353e-05, -6.547197052136489e-05, -6.270577601251079e-05, -5.996440081793857e-05, -5.729202430972776e-05, -5.4690926301343e-05, -5.212908023894958e-05, -4.961238963097181e-05, -4.717715834575814e-05, -4.4823930307285425e-05, -4.2524867026887475e-05, -4.028400734447241e-05, -3.8130175348911446e-05, -3.603850712422393e-05, -3.4011700028433824e-05, -3.2051997820834526e-05, -3.0181381641074704e-05, -2.8378695226941258e-05, -2.664502893948303e-05, -2.4997890012539367e-05, -2.3402981056246746e-05, -2.189295641007045e-05, -2.0437038506714677e-05, -1.9050393228256925e-05, -1.7744167422106182e-05, -1.6492412789827087e-05, -1.5306695781427606e-05, -1.418550927398198e-05, -1.3118248181645803e-05, -1.2121626128586373e-05, -1.1176436537653752e-05, -1.0282426338641866e-05, -9.451999759899396e-06, -8.663346657948317e-06, -7.933479273803712e-06, -7.243489916839619e-06, -6.602664797107483e-06, -6.004239832793418e-06, -5.4505754579227655e-06, -4.9356316463381945e-06, -4.457845746798935e-06, -4.015584050943396e-06, -3.607161650636864e-06, -3.230860820769657e-06, -2.8849478542152872e-06, -2.5676883067049653e-06, -2.275674693165184e-06, -2.0107581190391864e-06, -1.7680506352999308e-06, -1.546374590700758e-06, -1.3455924444308475e-06, -1.1641230164438248e-06, -9.996148628782525e-07, -8.509244151218028e-07, -7.175800058007493e-07, -5.976681822817297e-07, -4.881265956050628e-07], 'MSE': 25153.163679482077, 'R_2': 0.8175539743477558, 'U_norm': [-175.10775439816524, -0.11053509191695532, -0.10423986817450052, -0.0992887047576443, -0.08389716145385408, -0.07493219590423032, -0.05479124442764594, 39.99896622771215, 77.53852377223504, 62.58915567963589, 2.3402512042625654, 0.052946208740639565, 0.047092836372889094, 0.05740727541121737, 0.06161284987953509, 0.06443539350867192, 0.0627358349711955, 0.05571751056387566, 0.04569160564448813, 0.033952670629008495, -3.1959173904751874, -2.8649292637282886, -0.0017300370984767587, -0.010834103246350115, -0.018091786182089047, -0.023478482471883572, -0.027182501927467864, -0.028756331800748387, -0.03035633062137735, -0.029715129682684967, -0.027534257899180577, -0.025786917983940092, -0.023059443969689963, -0.019321445957059157, -0.016280149367002585, -0.014503335788838964, -0.010035260180812399, -0.008180943227416623, -0.005657096228769369, -0.003395425170987496, -0.0014133967983214807, 0.00028452777720444525, 0.0017040977693306746, 0.002858729854701376, 0.0037672580833372758, 0.004452003650521217, 0.004937169141890966, 0.0052475537146319555, 0.005407569352185948, 0.005440526713717571, 0.005368154363667454, 0.005210311458542228, 0.004984850839576291, 0.004707592807390996, 0.0043923825941377375, 0.0040511969453287675, 0.003694282317612867, 0.0033303065857463406, 0.0029665135225517224, 0.0026088727144262494, 0.0022622207845747274, 0.0019303920394498953, 0.0016163381376971674, 0.001322237247831125, 0.0010495935745737765, 0.0007993282384941334, 0.0005718624144815459, 0.0003671934641211714, 0.00018496460772545118, 2.4528508938439735e-05, -0.00011499498491279109, -0.0002346667865166981, -0.00033568207199118733, -0.0004193292168153443, -0.0004869540037100436, -0.0005399288923342773, -0.0005796270842813375, -0.0006074010607564299, -0.0006245652263775471, -0.0006323822573097201, -0.0006320527352839708, -0.0006247076454620923, -0.000611403328581996, -0.0005931185018175662, -0.0005707529948153311, -0.0005451278841941091, -0.0005169867474012771, -0.00048699779558825036, -0.00045575668178454845, -0.00042378981411376364, -0.00039155803439616546, -0.00035946054772871176, -0.0003278390110613568, -0.00029698170573844813, -0.00026712773372073204, -0.00023847118719671053, -0.00021116525011982514, -0.00018532619678397324, -0.0001610372582262338, -0.00013835233185595678, -0.000117299514522009, -9.788444270604745e-05, -8.009342749492009e-05, -6.389637532289626e-05, -4.924948880694024e-05, -3.609774478324235e-05, -2.4377150118061923e-05, -1.4016777592898324e-05, -4.940587793774419e-06, 2.9309557610284793e-06, 9.679468412855314e-06, 1.538741218547887e-05, 2.0137036903508848e-05, 2.400948214050402e-05, 2.708402648823433e-05, 2.9437470854991867e-05, 3.114364282852943e-05, 3.227300924353884e-05, 3.2892385028475624e-05, 3.306472686631039e-05, 3.284900093831931e-05, 3.230011517652473e-05, 3.14689063900143e-05, 3.0402174365008117e-05, 2.9142754984692585e-05, 2.7729625789942294e-05, 2.6198037831714804e-05, 2.4579668218027335e-05, 2.2902788555850804e-05, 2.1192444790634154e-05, 1.947064454683049e-05, 1.7756548605132985e-05, 1.606666350898179e-05, 1.441503293138649e-05, 1.2813425597849847e-05, 1.1271518377269879e-05, 9.797073090937124e-06, 8.39610626342881e-06, 7.073051190129251e-06, 5.830912316372491e-06, 4.671411712692613e-06, 3.595128259564736e-06, 2.6016298884287823e-06, 1.6895997257763858e-06, 8.569566354565665e-07, 1.0097088048697975e-07, -5.816247220536483e-07, -1.1945280271987758e-06, -1.7417653035127351e-06, -2.2275941350318383e-06]}, 'iteration_23': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24581.53680186024, 3.1491521376714737, 2.8155102106005203, 2.4509136135035505, 2.0078910034008075, 1.4898883538374776, 0.9045716270083964, 3738.3695709506164, 13370.35860525968, 8611.973266509938, -1.8007463826905619, -2.4636178990419895, -3.056305882946157, -3.592394845504305, -4.070277607843766, -4.48631845471565, -4.824144300514644, -5.078620848257115, -5.246592115372679, -5.2841809085992315, -925.9566759371863, -27.615285360756936, -4.525125167941896, -4.175316398365413, -3.7970990616210036, -3.4031260337413474, -3.0050374774796467, -2.6130577381560975, -2.23568932120311, -1.8795655354298102, -1.5494441834344026, -1.2483375196406927, -0.9777348246529228, -0.7378673102526192, -0.5279914238821689, -0.3466572044185231, -0.19195425963811782, -0.061686330284588, 0.046456346660391085, 0.13479698998307021, 0.20559061988575658, 0.2609746940734806, 0.30293960156638017, 0.33331451292278447, 0.3537636326374804, 0.3657891392777636, 0.3707380124609994, 0.36981114467955567, 0.3640735399212122, 0.3544645665539, 0.34180814575315677, 0.326822479439746, 0.3101293293049169, 0.2922626828945478, 0.2736769711229831, 0.25475479600684386, 0.23581421000568276, 0.21711556908533194, 0.19886797453904737, 0.18123531294823572, 0.16434189940441396, 0.14827772708224798, 0.1331033251665506, 0.11885422731459343, 0.10554505392981231, 0.0931732132905088, 0.08172222908504104, 0.07116470432333294, 0.061464934766195856, 0.052581187541166335, 0.044467663376979855, 0.03707616280183447, 0.030357478345609826, 0.02426253577774575, 0.018743307975157723, 0.013753525109157044, 0.009249204543595953, 0.005189023182386115, 0.001534554131228445, -0.0017496116318404555, -0.0046958392149722104, -0.00733350153367735, -0.009689092363425567, -0.011786386045345118, -0.01364663064703112, -0.01528876307108327, -0.01672963626975573, -0.017984250132142384, -0.019065979342731066, -0.019986792637950734, -0.02075745937825467, -0.021387740264420765, -0.021886560169394345, -0.022262161806937752, -0.0225222397217415, -0.022674054657819683, -0.022724528877556213, -0.02268032343387809, -0.022547898671035873, -0.022333559555084218, -0.022043487449003148, -0.021683760113956414, -0.021260361670588437, -0.020779184211836766, -0.02024602267134709, -0.019666564486027747, -0.019046375386277434, -0.018390882616125436, -0.017705356738846604, -0.016994892997375406, -0.01626439311633844, -0.015518548192159384, -0.014761823176530912, -0.013998443400211348, -0.013232383324751327, -0.012467357762006423, -0.011706815538608834, -0.010953935689504958, -0.010211626057677833, -0.009482524229344291, -0.008769000673508656, -0.008073163864893245, -0.0073968672002057805, -0.006741717443328044, -0.00610908444253976, -0.00550011190437569, -0.004915728955307259, -0.004356662276041738, -0.0038234485787218358, -0.0033164472271903084, -0.0028358527931210426, -0.002381707395941509, -0.001953912687626392, -0.001552241348244197, -0.0011763480716539406, -0.0008257799516754653, -0.000499986281616586, -0.00019832778975391365, 7.991465370610788e-05, 0.0003355317691022906, 0.0005693779455336757, 0.0007823635301880993, 0.0009754471908501341, 0.0011496282119792466, 0.0013059385975392247, 0.0014454348784503732, 0.0015691895873239812, 0.00167828239661307, 0.0017737910140220793, 0.0018567819983249666], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [133.79872753328743, 8321.30735085203, 3263.9193674669627, 952.8485758141717, 80.45510998789071, -214.19385343084815, -288.89585712500985, -283.86466078007663, -253.1704013245684, -217.05808564628418, -182.68904409659123, -152.20154699324647, -126.0659050231297, -103.8096030140237, -85.16027367936431, -69.49685851893774, -56.408027839317036, -45.5903061431881, -36.612803925224384, -29.190952876264493, -23.07702703332933, -18.087216993967925, -13.97167702255314, -10.630702823783698, -7.889062688006682, -5.659226679554044, -3.8477362144349487, -2.376880036677485, -1.1761433192076276, -0.20147292395024546, 0.5951338864476476, 1.243844485140653, 1.776633602152115, 2.2135453865860595, 2.575475867504412, 2.8767723771670446, 3.1290008898381743, 3.341435994205461, 3.5214812170493324, 3.675688005630728, 3.80729852978749, 3.921272942431997, 4.0199237009077855, 4.10595414709551, 4.180794115204501, 4.246217745190978, 4.303338733043028, 4.353069696556401, 4.39601004458512, 4.433129366192124, 4.464781049651528, 4.491427629496543, 4.51354441528786, 4.531384586345326, 4.545271842990926, 4.555556325222149, 4.562469378899959, 4.566068089330508, 4.566737522375466, 4.564667395303398, 4.559809058271642, 4.552792791397363, 4.5431519597593955, 4.531532717417995, 4.5177632622624, 4.502390644815499, 4.485122053767028, 4.466037931266653, 4.445221819792789, 4.4227594134714945, 4.3993491046048065, 4.374506029932709, 4.348308909273693, 4.321497278905157, 4.292839838632883, 4.26374235055459, 4.233614592653227, 4.202526081206264, 4.1705451106270095, 4.1377384855750075, 4.104171298573889, 4.070605603381678, 4.035703031637246, 4.000222217971845, 3.9642200497205398, 3.9284368644729786, 3.8915480116800545, 3.8542939184361407, 3.8167222607875484, 3.77887839369176, 3.740152906527439, 3.7018997015018504, 3.6628614246842517, 3.6243547126563582, 3.584534333535222, 3.5453135494566657, 3.5060964061304367, 3.4663229330401846, 3.426049845987933, 3.3864698226861485, 3.3464590816117097, 3.306069812263378, 3.265890615318591, 3.225939656426129, 3.1857161808119216, 3.145772889656916, 3.105626339588894, 3.065318971984626, 3.025367776449302, 2.9853152037288084, 2.945198662223952, 2.9054999779347503, 2.8657871931079404, 2.8260927786276877, 2.786447523577765, 2.7472880024854804, 2.7078173343029333, 2.6688671812642535, 2.6296750058199203, 2.5910323084079168, 2.5522100266575247, 2.513960726932988, 2.4755878733972962, 2.4374702682104306, 2.399623525867595, 2.3617422481032637, 2.3241752507255264, 2.286934004189738, 2.249732664514126, 2.212891773358327, 2.1764191328673785, 2.1397735067146413, 2.103804132704645, 2.0677143626304, 2.032055096570328, 1.9965819079514038, 1.961315702985811, 1.9262758563455133, 1.891480265671661, 1.8571666450589057, 1.82290166137265, 1.788926475017177, 1.7552536501743874, 1.7216963792894262, 1.688473957291393, 1.6555951465409284, 1.6230677015754427, 1.5907212198096223, 1.5585763734230011, 1.5266522588325842, 1.4951291543122258, 1.4638512878409957, 1.4328337264469033, 1.402090205785146, 1.3722134465395885, 1.3421785694297415, 1.311622566270205, 1.2819551863403134, 1.2531367121017825, 1.2238754749510412, 1.1954611990620045, 1.166673820445368, 1.1375807594842304, 1.1104704805834489, 1.083045163085164, 1.055364780853906, 1.028503775658734, 1.0014371021133526, 0.9742172609341699, 0.9487508334524904, 0.9222128347974707, 0.8964798969308615, 0.8715147124995272, 0.8464593653884934, 0.8213541220498756, 0.7962368935261964, 0.771891974735975, 0.7482832010538205, 0.7246718193497729, 0.7010892960561218, 0.6775650629009424, 0.6547675713265533, 0.632041030748162, 0.6094103366605244, 0.5868985813734762, 0.565091758361516, 0.5434090487519392, 0.5218697720945487, 0.5010049574231612, 0.4797879268447766, 0.45924483116685383, 0.4388771302634778, 0.41869824096422403, 0.3987203356385797, 0.37937727188831255, 0.35981949416570913, 0.34088891979911345, 0.32178804689450646, 0.3033041882067194, 0.28468909748328025, 0.2666786946337931, 0.2485712449684516, 0.23105440404369437, 0.21347027772686936, 0.19615717131953975, 0.17941077261484747, 0.16263431550011637, 0.14613247101105623, 0.12963946240031274, 0.11369548549981216, 0.0977763903380768, 0.08214609181609046, 0.0668023407105207, 0.051518344689789164, 0.036530685322845806, 0.021835608587603847, 0.007226944954399658, -0.007083411629313364, -0.021100342887014237, -0.03501110121711358, -0.04862598901479507, -0.062120737053821484, -0.07548353045149689, -0.08854523758542723, -0.10146568388008664, -0.11408810859051656, -0.12656226870966275, -0.1388804095221641, -0.15103563179408103, -0.1628938650549075, -0.17458682727017585, -0.1862285878683193, -0.19745748703574778, -0.20862711960771071, -0.21961526787164393, -0.23041937464772247, -0.24103740206367089, -0.25146779436741795, -0.26170944224942466, -0.2718505389888583, -0.28170976301931483, -0.29146190207740685, -0.30109822957522875, -0.31045783600460064, -0.31969816997656686, -0.3288124922240594, -0.337658154246865, -0.34644259078104045, -0.35502665920826826, -0.36347425309392895, -0.37172289908930195, -0.3798888060980527, -0.38785403899748616, -0.3956747463281515, -0.4033489137522677, -0.41087495872716473, -0.4182516992010167, -0.4254783235346746, -0.4325543617088304, -0.43947965785604887, -0.4462938644914269, -0.45295473518200746, -0.45949951904884717, -0.4658898884656275, -0.4721607915889436, -0.47827749124532987, -0.4843036392534705, -0.4901447180895182, -0.4959488431847865, -0.5015135440075604, -0.5071129968337377, -0.5124767483413727, -0.517617744968884, -0.5227777267087429, -0.5277192708297851, -0.5326648060105797, -0.5373972667507392, -0.5421209969987296, -0.5466378615644143, -0.5509593330185989, -0.5552645705683504, -0.5595413851412065, -0.5636251402646509, -0.5676732075631518, -0.5715359638453287, -0.5753571741013145, -0.5790010431736394, -0.582598731965842, -0.586027161444602, -0.589405834431966, -0.5927279325099815, -0.5958879436499928, -0.5989896898680556, -0.6019380278713097, -0.6048270795284991, -0.6076521579969509, -0.6103323687111091, -0.6130216005356539, -0.6154980975939385, -0.6179768507471679, -0.6203208492366735, -0.6225962234823902, -0.6248006442605208, -0.6269321397051839, -0.6289403831530718, -0.6308785694980383, -0.6327453408636786, -0.6345396193989117, -0.6362605885443433, -0.6378722632455222, -0.6394474784658385, -0.6409173873952153, -0.6423171701467865, -0.6436467784093414, -0.6449310520177411, -0.646118956869673, -0.6472375747675411, -0.6482874430008299, -0.6492692130876194, -0.6501997908040603, -0.6510462376946471, -0.6518404179393245, -0.6525555127074258, -0.6532178169510515, -0.6538153968459948, -0.6543495906781088, -0.6548217659310178, -0.655239315867394, -0.6555956301161656, -0.6558922874931123, -0.6561339696665386, -0.6563174115576832, -0.6564443164329503, -0.6565163652466813, -0.6565349960403497, -0.6565000866437557, -0.6564125081724937, -0.6562720698862591, -0.656081458251009, -0.6558392284364157, -0.6555493632606493, -0.6552093850818569, -0.6548244109357393, -0.6543858310438291, -0.6539041267317344, -0.653375125414532, -0.6528058689132742, -0.6521847154095355, -0.6515255114385604, -0.6508153865901029, -0.6500695725892282, -0.6492741148069419, -0.6484454317469684, -0.6475769209792351, -0.6466611030803621, -0.6457071552212248, -0.6447161871712783, -0.6436893190792252, -0.6426185355808411, -0.6415231254047029, -0.6403764585037662, -0.6391980178780792, -0.637988991633874, -0.636740916110803, -0.6354644567171435, -0.6341510274193182, -0.6328016426565776, -0.6314271831238353, -0.6300090790975982, -0.6285681014327837, -0.6270955008613069, -0.6255923748505287, -0.6240598289916051, -0.6224989729629198, -0.6209010628259478, -0.6192869379941714, -0.6176380273027949, -0.6159652929720074, -0.6142601072445998, -0.6125333648018493, -0.6107765149389176, -0.6090003510302978, -0.6071868902423723, -0.6053658878559384, -0.6034912291347383, -0.6016206335936118, -0.5997639117914676, -0.5978296034838139, -0.5958202271398327, -0.5939186679691303, -0.5919439931232194, -0.5898987624101835, -0.5878732392745528, -0.5857806939261566, -0.5837096249427337, -0.5816599736333451, -0.579547591342852, -0.5774581997649427, -0.5753094315549856, -0.573103891720997, -0.5709244323187112, -0.568770744950755, -0.5665641621934039, -0.5643072113131822, -0.5620787616619366, -0.5598029793046384, -0.5574823289356267, -0.5551926142775664, -0.5529332621048535, -0.55056086520041, -0.5482919444050827, -0.5459145859227024, -0.5435708815436898, -0.5411926262694289, -0.5387819903625966, -0.5364065936069736, -0.5340010701916765, -0.531567459176035, -0.5291077558300556, -0.526685532638892, -0.5242391456884218, -0.5217704497357448, -0.5192812507111025, -0.5168311710744201, -0.5143052439741601, -0.5118199491430154, -0.5093190332331272, -0.5068040587085617, -0.5042765362122947, -0.5017379242399518, -0.4991896290303723, -0.4966330046544277, -0.4940693532838626, -0.49149992562243133, -0.48892592148222214, -0.48634849048880735, -0.483768732899664, -0.4811877005211755, -0.47856151564759997, -0.4759816871849184, -0.473360140512003, -0.47074259025368054, -0.46812982572958334, -0.46552259440602684, -0.4629216032945301, -0.460287977508741, -0.45766332571113355, -0.45501010347840315, -0.45236833368502355, -0.44973846362333936, -0.44708489650079336, -0.4444453706650792, -0.4418202032403251, -0.4391416467459186, -0.4365139349935363, -0.4338371293747541, -0.4312114673400951, -0.4285407164696055, -0.4258903651675098, -0.4232301336881167, -0.42056176789077543, -0.4179160434223835, -0.41526430136023706, -0.4126080853033414, -0.40994886669049546, -0.4072880462522246, -0.40462695560291356, -0.40199267891276047, -0.39933425662841626, -0.39667917090124255, -0.3940284949134854, -0.3913832420440686, -0.38872104805161295, -0.386089925035269, -0.38344453766772085, -0.38078705431382887, -0.3781624771821146, -0.3755280733423043, -0.3728857675171368, -0.3702575549777131, -0.367624178554504, -0.3650066469684966, -0.3623864166445963, -0.359765022548542, -0.3571620563941267, -0.3545422390643511, -0.3519427774288894, -0.34934678573388395, -0.3467554439803126, -0.34415357270505154, -0.3415751483443481, -0.33898890695844164, -0.33641204038461825, -0.3338453905938821, -0.33127513172610756, -0.32871723931152264, -0.3261583898784154, -0.32361378534591273, -0.3210705899841202, -0.3185301805646574, -0.31599385558088716, -0.3134378110329487, -0.31096275448475813, -0.30842125039848733, -0.30593617367129355, -0.30339090386686407, -0.30090279844035406, -0.2984696226507354, -0.29598229062632947, -0.2935504137525353, -0.29106960509105456, -0.28854466964850434, -0.2861753557175644, -0.28366657716834814, -0.28121570598030793, -0.2788204285660713, -0.27638952946832984, -0.2740139259412396, -0.2716064197464009, -0.2691707214712747, -0.2667914630872707, -0.264466389911855, -0.2620384828607611, -0.2597432291135707, -0.25735148391717444, -0.25501574739030897, -0.25266329708315055, -0.25036568718770347, -0.24805349473192903, -0.24572928925292667, -0.2434595881051036, -0.24111703207653368, -0.23889159024446113, -0.23659772799639797, -0.23435827646347238, -0.23211415923193918, -0.22986727618383382, -0.22761942399438603, -0.22537229827474153, -0.22317907691255148, -0.22098718509388426, -0.21879810378584222, -0.21661322523312923, -0.21443385565985895, -0.21226121810314344, -0.2100964553459411, -0.20798409868273998, -0.20583714095939834, -0.20374243543463183, -0.20161706245431274, -0.19950422849144303, -0.1974430654203564, -0.19535647556450833, -0.19328444765711966, -0.19122753744826218, -0.189186250115076, -0.18712715048360654, -0.18511927136677825, -0.1830960029790566, -0.18109150191521262, -0.1791059961579863, -0.17713967983948536, -0.17516358945418423, -0.173208436049165, -0.17124659071680198, -0.16930713860357896, -0.1673900192609083, -0.16546952912339552, -0.16357248784567305, -0.1616743905148808, -0.1598006264024186, -0.15792783963977894, -0.1560800620081305, -0.1542350375792758, -0.1523941319982089, -0.15057944924285938, -0.14877027784759062, -0.14696776431535782, -0.14517297667131548, -0.14340566155656947, -0.14162873995043795, -0.13988010789821836, -0.13814182911100983, -0.13639778369665345, -0.13468285435701272, -0.13298035055152896, -0.13127527316517168, -0.12959971842418075, -0.12792339667609523, -0.12626228794247762, -0.12461674894479427, -0.12297346985846119, -0.12134707573937695, -0.11973777735631033, -0.11813318753464803, -0.11654668612956472, -0.11496646116328267, -0.1133935316650034, -0.11184010970676006, -0.1102951931000507, -0.1087596106662252, -0.1072445041347161, -0.10572953732238614, -0.10423584191393175, -0.10274409357957998, -0.10127421479728037, -0.09980784839021647, -0.09835498305553887, -0.0969160079980738, -0.09549126969431762, -0.0940729895477757, -0.09266996605639795, -0.09127476980443174, -0.08989564805442252, -0.08852550826213075, -0.0871650567474616, -0.08581494110067978, -0.08449566075972353, -0.08318673428127564, -0.08185106449737435, -0.08055325107800804, -0.07923238312392958, -0.07794935478960176, -0.07670244639150227, -0.07543573180734123, -0.07420500788419787, -0.07295739759303058, -0.07174549294903576, -0.07051932251077653, -0.06932843776940797, -0.06817123921135516, -0.06695757363074345, -0.06582268932655642, -0.06463590919246215, -0.0635247050643043, -0.062365809272161954, -0.06124112341063473, -0.06014906912154134, -0.059052123626313076, -0.057952009614750465, -0.05688427333051018, -0.05581448383952037, -0.05474412785104006, -0.05370559125534845, -0.05266731537307982, -0.05165975838164364, -0.050624854652332, -0.04964872105231893, -0.04864749183679286, -0.04765049707621824, -0.04668372272267346, -0.04572145432833048, -0.04478811062855553, -0.0438366297786219, -0.04291419382464661, -0.04199795877985819, -0.04108858733325584, -0.040186687520906456, -0.03929281504185597, -0.03842642651697695, -0.03754948533759714, -0.03669975777937259, -0.035841466554648226, -0.03501000924633755, -0.03418792983931038, -0.03335985442475818, -0.032557887106745335, -0.031766082037607314, -0.030970403429905806, -0.030186165923531755, -0.02942681520471356, -0.028665322447766272, -0.027915527995810048, -0.027177469137483704, -0.02643945289838688, -0.025725277401352106, -0.025011861196475253, -0.02431084855962208, -0.023611898988149627, -0.022935777745940973, -0.022262176518347592, -0.021591930274216013, -0.020934785413352176, -0.020290555265027325, -0.019650659606678268, -0.019023850892299708, -0.018402066164017888, -0.017793440615724684, -0.017190401571408817, -0.01659343741651765, -0.016009819790850234, -0.015432653617188477, -0.014862320009084613, -0.014305310845087838, -0.013755356970515269, -0.013212748720212508, -0.012677743549313832, -0.012150567845763587, -0.011631418717246086, -0.011125435297325832, -0.010622645838158223, -0.010128321532121025, -0.009642559314912133, -0.009165435110358128, -0.008697005317761736, -0.008237308235998959, -0.0077825163587066605, -0.0073367649098648405, -0.0069000312955466115, -0.006468839687521529, -0.00604683792503792, -0.005630765846073238, -0.0052239713990106665, -0.00482339953302521, -0.004432120464398981, -0.0040472738935367165, -0.0036690423606245155, -0.0032975830995457182, -0.002933029562258036, -0.0025778298288287203, -0.0022273087518554736, -0.001883968886631866, -0.0015499347621174963, -0.0012210163001752418, -0.000897481701992456, -0.000583232992130885, -0.0002745158511711614, 2.678739641367981e-05, 0.00032233151639516727, 0.0006104138677190671, 0.0008925836308716583, 0.0011687256682407817, 0.0014387451368145985, 0.0017051726016682823, 0.001960130565914589, 0.0022042350429693387, 0.0024494907070211408, 0.0026949415189828053, 0.0029188706102183087, 0.0031531511952307377, 0.003367091998147641, 0.0035807260640190516, 0.003793315767544497, 0.003995938823118992, 0.00419700124544413, 0.004388427635522073, 0.004570755967144915, 0.004751263357893987, 0.0049294301177943605, 0.005098674730669313, 0.0052653024507693545, 0.00542339861004101, 0.005578663145463667, 0.005725794108356393, 0.005869932146833837, 0.006006337331340093, 0.006139634382228376, 0.0062695441637684495, 0.00639581705439643, 0.006514738445418393, 0.006626742311413071, 0.006738423458673118, 0.006843220742873736, 0.006941546257491299, 0.007038876210724993, 0.007129818449805031, 0.0072169758867814075, 0.007300252390336435, 0.007377658981191149, 0.0074530997799801876, 0.007522836487868948, 0.007587226218950384, 0.007649372918018654, 0.00770762080069019, 0.00776080956508416, 0.007811356706897246, 0.007857067568019223, 0.007899104140604473, 0.007937484938606602, 0.007972236840190963, 0.008003394343609364, 0.008030998854415446, 0.008055098005613274, 0.00807609837494754, 0.008093283258155651, 0.008107140379044456, 0.008117736039846545, 0.008125240825037607, 0.00812951664263074, 0.008130654354776636, 0.008128776073515807, 0.008123822054200657, 0.00811603983535379, 0.008105276958101927, 0.008091731387720263, 0.008075499226441804, 0.008056382350422966, 0.008034706218061134, 0.00801021637090207, 0.00798331130272832, 0.00795409376148908, 0.007922233525307779, 0.007888216307435707, 0.007851670822901745, 0.007812640429698512, 0.007771682867656475, 0.007728377018566539, 0.007683316737557914, 0.007636051912580133, 0.007586644680757153, 0.00753516106848914, 0.0074822498975975335, 0.0074268322866384625, 0.007370147227376647, 0.007311688844019494, 0.007251532421166444, 0.00718975459072566, 0.007125822793970289, 0.0070610337361890875, 0.006994858566478739, 0.006926762308511411, 0.006857437668286406, 0.006786964646292618, 0.006715422426809438, 0.006642280843590577, 0.006568230872103066, 0.006493349762455352, 0.006417114844844903, 0.006339613014377695, 0.006261521174201502, 0.0061829119099938495, 0.006102698678953791, 0.006022130165781385, 0.005940707862880034, 0.005858516676518996, 0.005775640655929584, 0.005692162757839359, 0.005608702877372044, 0.005524257070587826, 0.005439449485991495, 0.005354356819986992, 0.005268547118563044, 0.005182616364771716, 0.005096635437183935, 0.005010191525152722, 0.0049238494667291945, 0.004837209253325215, 0.00475035873348702, 0.004663383523144745, 0.004577678761584095, 0.004491102684637234, 0.004402110015125699, 0.00431914434166177, 0.004229860126127621, 0.00414652935633529, 0.004057340994776039, 0.003974019427463911, 0.0038889420451319063, 0.003802326906472633, 0.00372134096819411, 0.003635497835850122, 0.0035518708573950507, 0.003470399461212567, 0.003387891996793979, 0.0033075863534829768, 0.003226454059024713, 0.0031446775990826023, 0.003065230118772476, 0.002985322198937418, 0.0029077548607372213, 0.0028324516264400003, 0.0027543751503768237, 0.0026787141380537243, 0.0026053845384919876, 0.002529795057498398, 0.0024588428293567917, 0.0023858948162041324, 0.00231536658501741, 0.0022451957805662403, 0.0021754948771079185, 0.00210820571466926, 0.0020414612093745963, 0.0019753577669608955, 0.0019116314433114587, 0.001848598482729387, 0.0017863401068976372, 0.0017249316496080129, 0.0016644425855031916, 0.0016062934204621108, 0.0015477739340519485, 0.0014915993933772513, 0.0014364636749988138, 0.001382412264508626, 0.001329485556635922, 0.0012777190040753992, 0.0012271432796841161, 0.0011787500864195817, 0.0011305867996485243, 0.00108368080637686, 0.0010380454785254146, 0.0009936903485450795, 0.000950621313149827, 0.0009088408385035864, 0.0008683481656298777, 0.0008291395149286596, 0.000790581743314218, 0.0007539499442456221, 0.0007180086391959598, 0.0006828316478196675, 0.0006494978342138878, 0.0006169416058854488, 0.000585671815717336, 0.0005556608778592988, 0.0005264748817787161, 0.0004985348841873608, 0.0004718072643355846, 0.0004459183017521973, 0.00042089332485257386, 0.00039705211607988735, 0.0003743540689365488, 0.0003524941210587747, 0.0003314816865687827, 0.00031155402304053364, 0.00029244968377579295, 0.00027416795565671643, 0.00025670460211279616, 0.00024022886260336067, 0.00022452934421625693, 0.00020959496694851934, 0.0001955546811598647, 0.00018209772782438484, 0.00016948251779627768, 0.00015743547404094323, 0.0001460683468392779, 0.0001354565314684828, 0.00012537563862824295, 0.00011590739289860794, 0.00010702785266541956, 9.864281880216444e-05, 9.087328805294133e-05, 8.355986915376992e-05, 7.669301368407408e-05, 7.035969692010132e-05, 6.438634378857152e-05, 5.889521568651443e-05, 5.373783182342205e-05, 4.897828125636187e-05, 4.456099247517005e-05, 4.04985250033923e-05, 3.674208292587239e-05, 3.32763963883592e-05, 3.0086040647592293e-05, 2.715557261988274e-05, 2.4469652644514718e-05, 2.201315174120617e-05, 1.9771244801990112e-05, 1.77176622738368e-05, 1.586335121804306e-05, 1.4172213177760869e-05, 1.2634475435543116e-05, 1.1247698597382587e-05, 9.999574183563047e-06, 8.872730352140035e-06, 7.85829431058442e-06, 6.952083888963547e-06, 6.140233894992125e-06, 5.401345025104682e-06], 'MSE': 24420.569287698756, 'R_2': 0.8228677764960326, 'U_norm': [-183.72025883829562, 0.023536487995754262, 0.02104287737674103, 0.018317914257870934, 0.01500680196837674, 0.011135295413526354, 0.0067606893251354536, 27.940247623422792, 99.92889230315537, 64.3651359304742, -0.013458621167452734, -0.01841286497825474, -0.02284256319813906, -0.026849245276457406, -0.03042089929870395, -0.033530352246691396, -0.03605523310880903, -0.03795716859788654, -0.0392125711758707, -0.03949350653303188, -6.920519312826442, -0.20639423056689107, -0.03382039023154391, -0.031205950043832226, -0.028379186706620724, -0.025434666710137836, -0.022459387614022563, -0.019529765282092514, -0.016709346697248217, -0.014047708630103727, -0.0115804104816798, -0.00932996557841689, -0.007307504673461135, -0.005514755823471111, -0.003946161781581188, -0.0025908856650130744, -0.0014346493691622902, -0.00046103824419193597, 0.0003472106769371208, 0.0010074609284981193, 0.0015365663345051099, 0.0019505020671366842, 0.0022641441200671256, 0.0024911635542697328, 0.002643998488768821, 0.002733876074959741, 0.002770863520842831, 0.0027639361920070342, 0.0027210538352279855, 0.0026492372076329486, 0.0025546442241176554, 0.0024426426631023244, 0.0023178795171559224, 0.0021843457625520648, 0.0020454377762496208, 0.0019040150923001948, 0.0017624548070043226, 0.0016227027981083114, 0.0014863218704127747, 0.0013545368979115096, 0.0012282770007394812, 0.0011082147800231602, 0.0009948026256025593, 0.0008883061129282312, 0.0007888345136183499, 0.0006963684573713305, 0.000610784801673182, 0.000531878783813227, 0.00045938355342656586, 0.00039298720266981005, 0.000332347431790135, 0.000277104002145559, 0.0002268891414027183, 0.00018133607304908332, 0.00014008584656193158, 0.00010279264528335395, 6.91277468327039e-05, 3.878230599942593e-05, 1.1469123532151598e-05, -1.3076444506264392e-05, -3.509629210702668e-05, -5.480994987491104e-05, -7.241542997352341e-05, -8.809041975174682e-05, -0.00010199372541074984, -0.00011426687970640755, -0.00012503584013174739, -0.00013441271454760353, -0.00014249746417754766, -0.00014937954231217018, -0.00015513943821078585, -0.00015985010249840284, -0.000163578238895819, -0.0001663854527256858, -0.00016832925234289497, -0.00016946390391397545, -0.0001698411438233189, -0.00016951075619865287, -0.0001685210250885894, -0.00016691907325867657, -0.00016475109967587962, -0.00016206252899623867, -0.00015889808601473194, -0.00015530180771929517, -0.0001513170049378037, -0.00014698618507690784, -0.00014235094591943603, -0.0001374518502131886, -0.00013232828968769348, -0.00012701834574356893, -0.00012155865344250421, -0.00011598427362939848, -0.00011032857696318535, -0.0001046231431968662, -9.889767710889774e-05, -9.317994287859649e-05, -8.749571673495341e-05, -8.186875850746645e-05, -7.632080116058818e-05, -7.087155778330771e-05, -6.553874505390083e-05, -6.033812152826502e-05, -5.528353933149796e-05, -5.0387007276499855e-05, -4.565876348965592e-05, -4.110735593370319e-05, -3.6739728818729084e-05, -3.2561313292863544e-05, -2.8576120695778908e-05, -2.478683688144518e-05, -2.119491606155698e-05, -1.7800673033036064e-05, -1.4603372751332002e-05, -1.1601316247133403e-05, -8.791922732505351e-06, -6.171807226219099e-06, -3.73685379456197e-06, -1.4822845765143003e-06, 5.972751411843309e-07, 2.507735133276089e-06, 4.25548102925557e-06, 5.847316684485036e-06, 7.290407098245912e-06, 8.592220835299874e-06, 9.760471003125822e-06, 1.0803054021533213e-05, 1.1727985905572156e-05, 1.2543336032846195e-05, 1.32571590965996e-05, 1.3877426463944082e-05]}, 'iteration_24': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24461.08170121119, -404.0192366664019, -1.6116566297969597, -2.936403751591382, -5.287265926669146, -6.825581773487024, -9.396351032265926, 4523.529888503685, 13431.440163609468, 8204.30141932982, -14.752211648401499, -15.144966451728791, -15.195960558187123, -14.864342990845763, -14.121698118618449, -13.148209767996278, -12.137985116245913, -10.097439882337484, -9.264442773923927, -5.615527565302629, -708.0138695236209, -278.6153240582162, -5.130305139659113, -2.9719656402559673, -2.177553611654716, -1.4928260064672256, -0.8802952208637033, -0.36918662976244887, 0.05381828617519313, 0.4005784267664264, 0.6810921640473921, 0.9035368052105446, 1.0745800178772202, 1.1998124904689382, 1.2841636017124036, 1.3322438394579401, 1.348541876041681, 1.3387645201663954, 1.3017052838624013, 1.2503326554855945, 1.1932819552371918, 1.120234458439409, 1.0310345226692241, 0.939223152924373, 0.8517022183585681, 0.7655926136904274, 0.6818699653282699, 0.605799087362351, 0.5321186467919867, 0.4618455725017197, 0.3982232087883126, 0.34195628126569266, 0.29180441688406156, 0.24730874916339518, 0.20812273694039995, 0.17384218197953674, 0.14403131962152033, 0.11824338611924982, 0.09603635896076872, 0.0769846041301639, 0.060687136706675415, 0.046773134070710376, 0.034905254857133444, 0.024781226915735234, 0.016134084552233245, 0.008731363873000268, 0.002373507498643887, -0.003108314722407254, -0.007854796545746721, -0.011981351381746838, -0.015581108191926601, -0.018727939642324207, -0.021479431317490492, -0.023879716270855812, -0.02596211466987327, -0.027751533332515104, -0.02926659448165599, -0.03052147683548637, -0.03152746430319187, -0.03229420849490708, -0.032830719816954075, -0.03314610891758448, -0.0332501050402807, -0.03315338086195865, -0.0328677146847709, -0.03240602060428744, -0.031782275823726794, -0.031011372035688687, -0.030108914820148738, -0.02909099175034403, -0.027973926642190686, -0.02677403391969386, -0.02550738405739244, -0.024189588151947383, -0.022835607109897606, -0.021459588859588524, -0.020074735093331655, -0.01869319768947532, -0.01732600394102302, -0.015983008914586, -0.014672872758813954, -0.013403060455733171, -0.01217986130813022, -0.011008425393805265, -0.009892814252160216, -0.008836063128009814, -0.007840252250738495, -0.006906584809176649, -0.006035469463837593, -0.00522660548315456, -0.00447906875426546, -0.0037913971558585276, -0.003161673969094966, -0.002587608172468446, -0.002066610664293243, -0.001595865644624893, -0.0011723965392430244, -0.0007931260171356348, -0.0004549298565731973, -0.00015468447994283012, 0.00011069182124136105, 0.00034420387108284633, 0.0005487505987800512, 0.000727101746672892, 0.0008818799072257102, 0.0010155475155342404, 0.0011303983064009093, 0.001228552758726931, 0.0013119570507714872, 0.0013823850003200988, 0.0014414425245906407, 0.0014905741494842288, 0.0015310711245402708, 0.0015640807490411015, 0.001590616525210597, 0.0016115688242650953, 0.001627715757235616, 0.0016397340331258834, 0.0016482095672868116, 0.0016536476861010066, 0.0016564828068293277, 0.0016570874600012513, 0.0016557806134687087, 0.001652835229378406, 0.0016484850423400862, 0.0016429305460294104, 0.001636344225011279, 0.001628875037993965, 0.0016206522186538843, 0.001611788462587372], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [165.8662064394012, 8342.192673007634, 3240.463215744338, 925.2755132835721, 59.995948496855746, -227.27598836944136, -296.4049322333029, -287.3744608400224, -253.72772859234937, -215.32487179337602, -179.0973946406027, -147.05345812257553, -119.59887138804247, -96.21091403809095, -76.60176931240677, -60.12589319919431, -46.36033793757421, -34.99490308766203, -25.58371379997429, -17.83286642010963, -11.485281794282427, -6.348523339048083, -2.161580300275243, 1.1831750813873447, 3.8696668063460926, 5.993452486006944, 7.655727162373234, 8.94134823113153, 9.926019851026789, 10.660795372547845, 11.197500400200786, 11.57237554896827, 11.819954610449452, 11.965343101125999, 12.030911592625092, 12.033587814600635, 11.987120707625438, 11.902603055631538, 11.788927377293602, 11.65250179558208, 11.500239518532714, 11.335193517304674, 11.161547446712607, 10.981243045858168, 10.797181851979019, 10.610231797473913, 10.421688158864203, 10.232565248680777, 10.044390062019298, 9.85629024014336, 9.669497237411292, 9.484382817779153, 9.30057625244159, 9.118997977602051, 8.939818563175267, 8.761969179106517, 8.584502963783523, 8.41332833453336, 8.242187566440709, 8.076636056398893, 7.906275009872421, 7.746598759407908, 7.582623557809255, 7.424226872838737, 7.266718460193089, 7.114566286208763, 6.963382954488418, 6.8133421511099534, 6.664602165954183, 6.517306493382289, 6.375163743475031, 6.234456947445579, 6.095299941858349, 5.961011176162753, 5.825132809870886, 5.694072212362935, 5.564692286425455, 5.437062971436752, 5.311245170515768, 5.187291305874979, 5.065245865414353, 4.947553226787789, 4.82934193963903, 4.713133178719145, 4.598944814235039, 4.488867311626532, 4.378676412906908, 4.2705313554436835, 4.1644307491213235, 4.060369399938878, 3.956612388730185, 3.8566633126244425, 3.7571141654188347, 3.661210126691094, 3.5642964377740296, 3.4709742586218533, 3.3796715586392736, 3.2890301029507287, 3.199165871727183, 3.1126440437475122, 3.026913996760999, 2.94206901175214, 2.859290301822549, 2.778528698473439, 2.698718588862894, 2.620904829077915, 2.5440934563752444, 2.4683396448788852, 2.3945635441989963, 2.321868926671339, 2.2502951909203155, 2.180652166061778, 2.112132812182931, 2.044763752483951, 1.9785669587276111, 1.9142242039018982, 1.850395245656648, 1.788394749715007, 1.7269773677453395, 1.6673527351620376, 1.6083642392836375, 1.5511246436089634, 1.4945601668587887, 1.4392098199502994, 1.3850650181700412, 1.3316680395258242, 1.2794893968597316, 1.2285137745307007, 1.1783280287763906, 1.1293426274178084, 1.0815374584840127, 1.0341886222139, 0.9883711374544963, 0.9430471983985906, 0.8988930624210731, 0.8555829812032548, 0.8131259020939087, 0.7715281123179933, 0.7307934545423492, 0.691177184086883, 0.6521613101982003, 0.6140078392523027, 0.5767127828300789, 0.5400556311880617, 0.5042620183841208, 0.469322801723742, 0.4352278086296299, 0.4017839932497984, 0.36900185751739417, 0.3368894623836427, 0.3056129312118271, 0.27500236753475943, 0.2450603856014301, 0.21578784070757037, 0.1877252620281857, 0.1598949538853983, 0.13197222529255206, 0.10523716422884395, 0.07962045668069657, 0.053965577106765215, 0.02939522900682276, 0.004845186185647152, -0.019615438400594896, -0.042092636696409676, -0.06452082976839106, -0.08684150041324108, -0.10819799333162637, -0.12941574348925505, -0.15044755414113697, -0.16984661980212032, -0.18977589476556458, -0.20882154688955884, -0.22703608959058794, -0.24505575110054648, -0.26284894224437955, -0.2803873010655968, -0.2971344494381601, -0.31313772701006665, -0.32890825933477935, -0.344424702528212, -0.3596682014230744, -0.37421640286265623, -0.38849863304668375, -0.40250074358672616, -0.41621057526098026, -0.4292821129684211, -0.4420742963110993, -0.4545784089059637, -0.46649652226956806, -0.4784183972561536, -0.48977068798691814, -0.5008393916305639, -0.5116209196064138, -0.522112761956531, -0.5320970501780709, -0.5420165716000008, -0.5514484274609024, -0.5607946141730566, -0.5696743548160582, -0.5784520377999797, -0.5867853578151067, -0.5950041113685051, -0.6028010480368398, -0.6104742129086655, -0.6178769510330387, -0.6248920632165703, -0.6317747740555992, -0.6384014993481119, -0.6448808283960424, -0.6510059562971757, -0.6569838235376982, -0.6627174957481109, -0.6682133350269386, -0.6735551015396194, -0.6786627424078129, -0.6835431776162318, -0.6882677568216472, -0.6927708884714876, -0.6970597313522379, -0.701194672360421, -0.7051224397181275, -0.7088970078435054, -0.7125161687224594, -0.71593759879136, -0.7192067587100678, -0.7222875429083898, -0.7252201482341905, -0.728004478939991, -0.7306408840919149, -0.7331041259213175, -0.735425444248358, -0.7376279528503096, -0.7396471662539387, -0.7415507208126587, -0.7433185888803696, -0.7449529266591813, -0.7464560713651115, -0.7478305157918823, -0.7490788847788733, -0.7502134105856397, -0.7512167138752205, -0.7521096001708529, -0.752891755734191, -0.7535532597991824, -0.7541084613118951, -0.7545578047515518, -0.7548975482333065, -0.7551379111297781, -0.755276246767762, -0.7553160182323257, -0.7552593923991144, -0.7551071158348249, -0.7548630024006782, -0.754528084177046, -0.7541042636065718, -0.7535935473113009, -0.7529980292337357, -0.7523198750640536, -0.7515613079162309, -0.750724595208165, -0.7498064327054685, -0.748814099944913, -0.7477437747802004, -0.7466035371377635, -0.745389086578648, -0.7441091561906821, -0.7427517950455766, -0.7413404876384662, -0.7398403334696771, -0.7383060429582047, -0.736662499821204, -0.7349895791485339, -0.7332909128206412, -0.7314873161373668, -0.7296624699062214, -0.7277352849810005, -0.7257913871608155, -0.723748220844055, -0.7216928415754339, -0.7196278444680181, -0.7174690849528018, -0.7152181106590738, -0.712963486962296, -0.7106205365172452, -0.7082780094443002, -0.7058511502393401, -0.7034285686066921, -0.7009256946550173, -0.6984307147307945, -0.695859477022477, -0.6932143759212304, -0.6905825773481767, -0.6878810047331388, -0.6851958258082623, -0.682444845509411, -0.6796305967786691, -0.676837488642652, -0.6739038125632826, -0.671075587395007, -0.6681119217517457, -0.6651755427437125, -0.6621885086342729, -0.6591533363252003, -0.6560725380145234, -0.653024398279508, -0.6499339205381983, -0.6468035067130825, -0.6436355331838776, -0.6404323450571698, -0.6372677287297318, -0.6340000941785899, -0.630773719797784, -0.6275192807309747, -0.624238884032956, -0.6208676160094515, -0.6175423402083419, -0.6141971283494289, -0.6108338784311431, -0.6074544323595061, -0.6039981891655982, -0.6005925582697572, -0.5971153573105479, -0.5936902023581668, -0.5901984506159773, -0.5867021297257109, -0.5832026557104865, -0.579701385472911, -0.5761444814952156, -0.5725900867930738, -0.5690393593772444, -0.5654409155758398, -0.5618500182225447, -0.558267629071547, -0.5546946578615098, -0.5510338551818633, -0.5474356827245985, -0.5438035899624238, -0.5401407159703574, -0.536495833409065, -0.5328245330731196, -0.5291738023405139, -0.5255007005103329, -0.5218504724919518, -0.5181398288107604, -0.5144556198598954, -0.510757717845303, -0.5070879707384639, -0.5033688432227974, -0.4996807983264574, -0.495949059557617, -0.4922509999667239, -0.48851453674956963, -0.48481403111543075, -0.4811145858514966, -0.47738395212271706, -0.47365890713613057, -0.4699409045838448, -0.46623132072963713, -0.46250014933984157, -0.45881185171470407, -0.4550754992221214, -0.45135473418982747, -0.4476505137163096, -0.4439354440388355, -0.44023979259710727, -0.4365371546479182, -0.43282988286462387, -0.4291462570656536, -0.42543579203671084, -0.4217520686461536, -0.4180709969474018, -0.41439442394678166, -0.4107240982383288, -0.40706167275631244, -0.4033862614985617, -0.39974470415864133, -0.3960939537077611, -0.39245772840446824, -0.3888166381691551, -0.3851932670289904, -0.3815689294453302, -0.3779651194056134, -0.37434499233686985, -0.37076709763601734, -0.3671407714639828, -0.36357715790825207, -0.36009162855602034, -0.3565126939085861, -0.35284879020383453, -0.3494298821107306, -0.34592722277470683, -0.34234854908592727, -0.3388516411330935, -0.3352864676061084, -0.33180352207519503, -0.32839961521230177, -0.3249346775548224, -0.3215490116386352, -0.3181087408817513, -0.31461995386412817, -0.3112131753535745, -0.3078851794235814, -0.3045138811405103, -0.30110462231962165, -0.29777592778290307, -0.2944138514255155, -0.29102318939608807, -0.2877139670826055, -0.2844829304301064, -0.2811259100650068, -0.277948603813611, -0.2746534566788962, -0.2714381658630064, -0.26820834141831623, -0.26496750541814323, -0.2618057344368513, -0.2586351757727696, -0.2554589328147508, -0.2522799461623477, -0.24917949084697008, -0.24607776905180176, -0.2429773543487229, -0.23988067365121327, -0.23686099531959703, -0.23377669167969775, -0.23077005004385578, -0.22777206859382573, -0.22478460494873317, -0.2218093953789483, -0.21884805896981846, -0.21590210190658984, -0.21297292184140793, -0.2100618123074742, -0.20716996714940802, -0.2042984849425937, -0.20144837337777788, -0.19862055359041103, -0.19581586441720203, -0.19298692769500408, -0.1902319560197148, -0.18745649225329078, -0.18470912810144627, -0.18199025630230298, -0.1793002131727929, -0.17663928213098495, -0.1739677533163976, -0.17132786502945416, -0.168681835262088, -0.16606953363144047, -0.16349085478863973, -0.1609107953755028, -0.15836592976960193, -0.1558559895487632, -0.15331644687890528, -0.15084594115143463, -0.1483502781987916, -0.14592268673086167, -0.1434739236388342, -0.1410641265996569, -0.1386654562718153, -0.13627950881612183, -0.13393346437416853, -0.1316015555970242, -0.12928509081098377, -0.12698527454363326, -0.12470321200917316, -0.12243991361229212, -0.12021798679226378, -0.11799427877425951, -0.11579185818003206, -0.11361140039995835, -0.1114535078600058, -0.10929992818149453, -0.1071892354093105, -0.10508477314668578, -0.10298841520245837, -0.10093534323743827, -0.09889179352963863, -0.09685932803691266, -0.09485470354145653, -0.09286304652293073, -0.09090004841215778, -0.08895158481610345, -0.08701874409607001, -0.08511572314999664, -0.08321663037732911, -0.08134832313743184, -0.07949836673116045, -0.07766745195513072, -0.07584483322989882, -0.07405412315226767, -0.07227339916776156, -0.07051441786737017, -0.06877751570078768, -0.06705321575255581, -0.06535209860083506, -0.06366514575865376, -0.062002208266659066, -0.06035470894973124, -0.05872345153661402, -0.05710916077174837, -0.05549676945236891, -0.053949245007316675, -0.052374236406358146, -0.05084793127065922, -0.0492986912139329, -0.047797933375586195, -0.046343358040852364, -0.0448697100864796, -0.04344188556810434, -0.041998509844969514, -0.04054309299340235, -0.03918985672052103, -0.037770103161736936, -0.036396140873288255, -0.03506575215516037, -0.03372809320466534, -0.03243301874581074, -0.031132789764903055, -0.02982984903086038, -0.028569232138542924, -0.02734888949014205, -0.026086756089929622, -0.024905010427712038, -0.023685386637699955, -0.022505933834614508, -0.02132962376559261, -0.020191944072472028, -0.019058214025482398, -0.01792987626143643, -0.016838906582699275, -0.01572421205594212, -0.014675864962196476, -0.013606109206973003, -0.012572321127418401, -0.011546873117677846, -0.010530681717367553, -0.009524582813386483, -0.008529334971483275, -0.007568108680871141, -0.0066174799131014095, -0.005678063145854354, -0.0047504092242211015, -0.003835008606154101, -0.0029322946067548194, -0.0020426466174756556, -0.0011839644764642598, -0.000320765360836882, 0.0005121419568311087, 0.0013478651633341088, 0.0021692872581667265, 0.0029616098097485725, 0.0037546327339253597, 0.004533077488926052, 0.005296918504329726, 0.006046156477881134, 0.0067930373751865164, 0.007512724130602081, 0.008229308863107819, 0.008930702048004292, 0.00961704991509213, 0.010288511701358628, 0.010955021577873363, 0.011606274934899876, 0.01225154723605075, 0.012881352647640315, 0.01349597139320577, 0.01410374268269303, 0.014696283604827767, 0.015281366277737967, 0.01585128678987126, 0.016413282765233784, 0.016960279182919674, 0.017499010771303145, 0.01802909746363814, 0.018544334272479972, 0.01905076875383116, 0.019548128401623878, 0.020036179458941376, 0.020509736775661397, 0.02097881585917371, 0.02143349687676736, 0.021878645217597217, 0.022318387980519175, 0.02274403906413926, 0.02315995644314393, 0.023569832501830215, 0.023966079331105, 0.024355997289065588, 0.0247359223411867, 0.02510592013541889, 0.02546905451505786, 0.025822171688586998, 0.02616538899415486, 0.02650144015228343, 0.026827619882714263, 0.02714646183068867, 0.027457802825823413, 0.02775934337768016, 0.028053343035026403, 0.028339709013988357, 0.02861649618466064, 0.02888749910598627, 0.029149021070471178, 0.02940453845202177, 0.029650734593768054, 0.02989078823950253, 0.03012312005849702, 0.030347782057040543, 0.03056483790627715, 0.030775547658705462, 0.03097868440693295, 0.031175411242157055, 0.0313646568308517, 0.0315474919578155, 0.03172388317005731, 0.03189381443772194, 0.03205489296334273, 0.03220980595040564, 0.032362803702508304, 0.032506501889771354, 0.03264767954945718, 0.03277986302792137, 0.03290360327944718, 0.03302449315641732, 0.033137249992494296, 0.03324677607895903, 0.033348510804530725, 0.033446719467892246, 0.033537501498675515, 0.033621322234666115, 0.03370452509405009, 0.0337779134216081, 0.033850037780753454, 0.033913234031616946, 0.03397461840774476, 0.03402971624161166, 0.03407894153616488, 0.03412409071612435, 0.034164985853153675, 0.03420041952292503, 0.0342316546518493, 0.034258569736805244, 0.034280476796544945, 0.034298172779445184, 0.03431126360678121, 0.03432045871460195, 0.03432512144704743, 0.03432579418812253, 0.03432226048844903, 0.03431476058074921, 0.034303244977611454, 0.03428814842551604, 0.03426870800176591, 0.03424588741633567, 0.0342192771979355, 0.034188909120355826, 0.03415482358324785, 0.03411706878663715, 0.03407662741161255, 0.03403176057311132, 0.033984436421016846, 0.03393271032829197, 0.03387876221141313, 0.03382163011164905, 0.03376018778943253, 0.03369687726139967, 0.033630614703375576, 0.033560186484048384, 0.03348691703624777, 0.03341224280735136, 0.0333335865183433, 0.03325236109895454, 0.03316865806357138, 0.03308114958237087, 0.03299275038528831, 0.03290070231592587, 0.03280651776811057, 0.03270882658318454, 0.03261063628632693, 0.03250910727690194, 0.032404314295177754, 0.03229781817803844, 0.032189708329940864, 0.032078589883784606, 0.03196603036641431, 0.03185063575028904, 0.031733971789114405, 0.031614648464127273, 0.03149275851520436, 0.03136985666421176, 0.031244565460934463, 0.031116979604439137, 0.03098863255861456, 0.030858164673826915, 0.03072566999426234, 0.030591242481915103, 0.03045497572458416, 0.03031696266929825, 0.030178672535729218, 0.030037430094578304, 0.029894713663911558, 0.02975061148373934, 0.029605210175468324, 0.02945859461085747, 0.029310847799717304, 0.029160763823742244, 0.029009736615704693, 0.028857843597310823, 0.02870391564962797, 0.02854929896508648, 0.028392849451127227, 0.028235880067657083, 0.028077271890465907, 0.027918303691205085, 0.027757881803803324, 0.027596110392754798, 0.02743309130909855, 0.02726892396421936, 0.02710479908790358, 0.026938607838327435, 0.026771550962971655, 0.02660476522742323, 0.026436225396004903, 0.026266060414287168, 0.026096400787049667, 0.025925304027152377, 0.025753862028805103, 0.025581189090310666, 0.025408340810405865, 0.02523445518126663, 0.02505963897433259, 0.024883995546083285, 0.024705857928463675, 0.024530623182146754, 0.024358213105504196, 0.02418013981761182, 0.023996745380754945, 0.02382461711271282, 0.023639284849663104, 0.02346504125079309, 0.02328595359754727, 0.02310233381150905, 0.022921938357197205, 0.022737350983425508, 0.022556052745610324, 0.022377943283554188, 0.02219598871725974, 0.02201046518412406, 0.021828325950986455, 0.021642901888840906, 0.0214608899404113, 0.021275859229024027, 0.02109425776654666, 0.020909886153215852, 0.020728951128018334, 0.0205454778227261, 0.02035968776887942, 0.020171796239270623, 0.01998754001767693, 0.019806797722042222, 0.019618812342632953, 0.019434518349556566, 0.019253790795712697, 0.01906648221201327, 0.01888289278629722, 0.018698079372355184, 0.018512205028767784, 0.018330049444288954, 0.018142422294730405, 0.017958623100971568, 0.01777851810132749, 0.017593457732406188, 0.01740801008023764, 0.01722638352890044, 0.01704044118475036, 0.01685838305492277, 0.01667623544830806, 0.01649410395212853, 0.016312089012005978, 0.016130286054419532, 0.01594878561703452, 0.01576767348539949, 0.015583659893225278, 0.015403635972237067, 0.015224229287813395, 0.015045508065031759, 0.014864448820982073, 0.014684334952497843, 0.014508171582946228, 0.014330037028994661, 0.014150173170163932, 0.013974331367068518, 0.01379696548085006, 0.01362093092824649, 0.013446257257710528, 0.013270452402617604, 0.013096174212428096, 0.012921036329042793, 0.012747569810622621, 0.012575784831892662, 0.01240344849945973, 0.012232912673574375, 0.012062041108659898, 0.01189098442289352, 0.011721922901399551, 0.01155285804362185, 0.011385862359129549, 0.011219026145989238, 0.011052470058690802, 0.01088630836537949, 0.010722408627299432, 0.010557310289438534, 0.01039458708534674, 0.01023257228367053, 0.010071353173213674, 0.009911011715566319, 0.009750111717407094, 0.009591789246660563, 0.009434559380090166, 0.009277084081696318, 0.00912089382794666, 0.00896604008018419, 0.00881257029145149, 0.008659267270317562, 0.008507497777358194, 0.008357295946301115, 0.008207529037560543, 0.008058317770922719, 0.007910877692075468, 0.007765226298821284, 0.007619292256675704, 0.007475287747586543, 0.007332232058309821, 0.0071902106525105315, 0.0070493032383914895, 0.006909583968418645, 0.006772002312087427, 0.006634835544510454, 0.006499048654068176, 0.006364695601531504, 0.006231041823209368, 0.006098962006933068, 0.00596849539206007, 0.005838960360354546, 0.005711147907639422, 0.005584409632288169, 0.005458829471355841, 0.005334485232251328, 0.005213293861510757, 0.005092170451456925, 0.004968981403743263, 0.004855296688816942, 0.004734165303689761, 0.004622208925994873, 0.004503521098111029, 0.0043936727106429615, 0.004282508690045146, 0.004170343713525384, 0.004066364046699465, 0.003957068258775395, 0.0038514816400168884, 0.003749438205648607, 0.0036469038389568545, 0.0035478675743356143, 0.003448558073113439, 0.0033492027183024044, 0.0032533760718812857, 0.0031576749761258825, 0.0030654175975790843, 0.0029764456143471854, 0.0028848024037277497, 0.0027965723436319616, 0.0027115949276082475, 0.0026245401187397106, 0.002543318597639549, 0.0024603026705511803, 0.0023805066779875273, 0.0023015640282927348, 0.002223587911337965, 0.002148719122023308, 0.002074849224556274, 0.0020020706006275966, 0.0019322654462748438, 0.0018635609077305058, 0.0017960310221455185, 0.0017297423112084284, 0.0016647540203660498, 0.0016025661091391527, 0.0015402641611316728, 0.0014807236664947708, 0.0014225356648080833, 0.0013657330524424187, 0.0013103431274627964, 0.001256387871102751, 0.0012038842318404014, 0.001153841032320466, 0.0011042247731939995, 0.00105608541900125, 0.0010094225853244626, 0.0009642322503080531, 0.0009205070206697659, 0.0008782363906901737, 0.0008374069934783433, 0.0007980028439392921, 0.0007593789579975977, 0.0007228011169446514, 0.000687024290420078, 0.0006521162738048126, 0.0006191369480715662, 0.0005870215540475607, 0.0005562642736875775, 0.0005268283776349155, 0.0004982808300797059, 0.00047102628642685965, 0.00044502342795805773, 0.0004199019309157739, 0.0003956811014503137, 0.00037266402487039126, 0.00035080423643968995, 0.00032980207511858846, 0.00030966186587175285, 0.00029060557153387463, 0.00027237793178519926, 0.00025497397630213666, 0.000238385479917234, 0.0002227685893381524, 0.00020791854190593088, 0.0001938212121361028, 0.0001805944103040909, 0.00016794205397926003, 0.0001561039792480727, 0.00014482042923840785, 0.00013419351470211804, 0.0001242907215010179, 0.0001149000803403677, 0.00010609553794965638, 9.785253872481618e-05, 9.008165500545365e-05, 8.289300432505904e-05, 7.613720935129249e-05, 6.98039432995015e-05, 6.397176443972607e-05, 5.84793759889061e-05, 5.343786019913575e-05, 4.8709624179919364e-05, 4.4352332639618526e-05, 4.0314010358488936e-05, 3.660512982386914e-05, 3.318020753019548e-05, 3.0024508775375914e-05, 2.7123234117975035e-05, 2.4461642091168312e-05, 2.2025157594383944e-05, 1.9799466388332937e-05, 1.7770596252156258e-05, 1.591429991904675e-05, 1.4240022690505258e-05, 1.2714759415751687e-05, 1.1329352308503308e-05, 1.0081276570969828e-05, 8.95914801663038e-06, 7.947082321078221e-06, 7.036878777281805e-06, 6.224569237807605e-06, 5.497531825366359e-06, 4.836452702907991e-06], 'MSE': 24071.164171089287, 'R_2': 0.8254021525164914, 'U_norm': [-147.47477662077844, -2.4358140578437624, -0.009716606337034334, -0.01770344797601132, -0.03187669175854871, -0.04115112976798625, -0.05665018360431804, 27.27216105947857, 80.9775570033593, 49.46336936053368, -0.08894042970318572, -0.09130833099205482, -0.09161577219808073, -0.08961646459326734, -0.08513909159815296, -0.0792699735107126, -0.07317937389318581, -0.060877017185046484, -0.055854914565481584, -0.0338557666180324, -4.2685842158500655, -1.6797594309403217, -0.030930382135561752, -0.017917849025445003, -0.01312837414065166, -0.009000181779636586, -0.005307260841648934, -0.002225809815798101, 0.0003244680602741596, 0.0024150695675717593, 0.004106274447629119, 0.005447383322810252, 0.0064785952654640095, 0.0072336162881122806, 0.007742165396458889, 0.008032039017258161, 0.008130299156932419, 0.008071351912028764, 0.007847923420090996, 0.007538200122207701, 0.007194243980857845, 0.00675384386263958, 0.006216061406287928, 0.005662534730331517, 0.005134874897770035, 0.004615723910562924, 0.004110963777052647, 0.0036523358278718505, 0.003208119719722513, 0.0027844464717443032, 0.0024008700628459162, 0.0020616392524960606, 0.0017592758865934643, 0.0014910134794827953, 0.0012547627498611705, 0.0010480868044944825, 0.0008683584375799662, 0.0007128841303022745, 0.0005789989485424507, 0.00046413676369728247, 0.00036588005546494087, 0.00028199315071950336, 0.0002104422333331322, 0.00014940491791930516, 9.727168014828777e-05, 5.264100551619069e-05, 1.4309771433898523e-05, -1.873989159405772e-05, -4.735621997976902e-05, -7.223503605528121e-05, -9.393781019891609e-05, -0.00011290991743764251, -0.00012949853870654525, -0.0001439697502272622, -0.00015652443781147317, -0.0001673127635600066, -0.00017644700002859696, -0.00018401263008032637, -0.00019007768390318433, -0.00019470035062658114, -0.00019793495359058178, -0.00019983642048939819, -0.00020046340850045136, -0.0001998802627194876, -0.00019815799400776541, -0.00019537446087467987, -0.00019161393125848538, -0.00018696618651335408, -0.0001815253119887833, -0.00017538829895026535, -0.00016865356295992594, -0.00016141946295647615, -0.00015378288711811525, -0.00014583795405419177, -0.00013767486240664733, -0.00012937890940795395, -0.00012102968747550511, -0.00011270045974487393, -0.0001044577092764699, -9.636085182977698e-05, -8.846209905688874e-05, -8.080645700333711e-05, -7.343184359666425e-05, -6.636930842749896e-05, -5.964333833674827e-05, -5.3272232680773934e-05, -4.7268533070267434e-05, -4.163949347732053e-05, -3.6387577698042116e-05, -3.151097263515491e-05, -2.700410685320183e-05, -2.28581652876457e-05, -1.9061592125622262e-05, -1.5600574900086676e-05, -1.2459504031813674e-05, -9.621403187831114e-06, -7.068326734188441e-06, -4.781721578707366e-06, -2.7427519271534523e-06, -9.325858686429477e-07, 6.67356080598372e-07, 2.075189871813254e-06, 3.308393020558832e-06, 4.38366418055229e-06, 5.316814845437711e-06, 6.122690927187528e-06, 6.815121251188411e-06, 7.406890090683279e-06, 7.909730868075231e-06, 8.334337852116606e-06, 8.690393046484528e-06, 8.98660543376579e-06, 9.230759900160927e-06, 9.429773462155396e-06, 9.589756479703698e-06, 9.716076961377282e-06, 9.813426104069542e-06, 9.88588375634893e-06, 9.936982375878203e-06, 9.96976855300466e-06, 9.98686137012572e-06, 9.990506797280238e-06, 9.982627877499891e-06, 9.964870287460107e-06, 9.938643202755873e-06, 9.905155390864983e-06, 9.865446753578777e-06, 9.820415356342462e-06, 9.770840343259071e-06, 9.717401151080368e-06]}, 'iteration_25': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24393.34088355555, -853.5233902275371, -1.5458479922022128, -4.367233715727602, -6.70813282927362, -7.7963770786133395, -9.960635771992003, 4996.292929237944, 13518.510840512754, 8094.562151790021, -13.363718744731393, -13.196495520737836, -12.7030781476912, -11.8953809743869, -10.74735049722553, -9.524408843024066, -8.246015663956998, -6.28887077244281, -5.044706758535209, -141.90952691134171, -804.5251757384069, -154.79793543399646, -1.3784787260712779, -0.5390904413061146, -0.1104179762936012, 0.22546360081630212, 0.5148564368045355, 0.7359352861926695, 0.904994930874225, 1.0343368656608782, 1.1326367747062185, 1.2056293918129424, 1.256912482283618, 1.2887209152460377, 1.3025591376206587, 1.2996938858221068, 1.281433843431128, 1.250463159857839, 1.202636763174075, 1.1497627758768023, 1.0961783728076604, 1.0308907302943318, 0.9526133479825424, 0.8734699700316317, 0.7988324794139544, 0.7235604723967257, 0.6508248870928631, 0.5840123331412269, 0.518306589929397, 0.4553322583164197, 0.3969997156954656, 0.3446802798498015, 0.2970058143643927, 0.2539000285252894, 0.21520866917889636, 0.18071908695567782, 0.15017698553729414, 0.12330054488979397, 0.09979218489539261, 0.07934825512582379, 0.0616669214545619, 0.04645448673610195, 0.0334303450280281, 0.022330733865223357, 0.012911422108233896, 0.004949453038279167, -0.001755947160066582, -0.00738318886537969, -0.01208875951710962, -0.016008177135315833, -0.01925734856786412, -0.021934226235754438, -0.02412066221299874, -0.025884366174484374, -0.027280884389480054, -0.02835552927512688, -0.02914520237809983, -0.029680067714810174, -0.029985045658091382, -0.030081109986129607, -0.02998638171494797, -0.02971702243694317, -0.0292879374116324, -0.028713304069347342, -0.028006945410709756, -0.02718256991571963, -0.026253900208572545, -0.02523471243091284, -0.024138806958583725, -0.022979929376420835, -0.02177165832815449, -0.020527274506739534, -0.019259622613292768, -0.017980975756859995, -0.016702909501334295, -0.015436190804942119, -0.014190685323075132, -0.012975285060812905, -0.01179785718029374, -0.010665213814585673, -0.009583102010150023, -0.008556212362887842, -0.007588204536295773, -0.00668174759473737, -0.005838572967535791, -0.0050595377477252275, -0.004344696102612332, -0.003693376642995329, -0.00310426367069554, -0.0025754804700102497, -0.00210467286774981, -0.0016890916406434493, -0.0013256723504936527, -0.0010111115713205198, -0.0007419385222936321, -0.0005145813811340166, -0.00032542770302081207, -0.00017087858530315245, -4.7396297938931e-05, 4.845465637018673e-05, 0.0001199730186631541, 0.00017029262891823382, 0.00020236036737003045, 0.00021891983380603413, 0.00022250034723988757, 0.00021541077663471818, 0.0001997377164833086, 0.00017734746661690422, 0.00014989128281198914, 0.00011881337298080053, 8.536111714687992e-05, 5.0597032407699134e-05, 1.54120123260592e-05, -1.946056601877041e-05, -5.34302478817036e-05, -8.60347528311923e-05, -0.00011692536361329955, -0.00014585268166206173, -0.00017265298401277713, -0.00019723528799943987, -0.0002195693118083004, -0.00023967436700066445, -0.0002576092770580139, -0.0002734633328397189, -0.000287348294957061, -0.00029939144994529633, -0.0003097296604133213, -0.00031850437879097753, -0.0003258575658272131, -0.0003319284438552524], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [162.8433168663958, 8401.341963803472, 3236.71730796043, 901.9776196601022, 36.02291924399489, -246.72358874091105, -310.68096869934703, -297.0982941022339, -259.755654995881, -218.46508968200106, -180.0426111545762, -146.37441092164156, -117.76421086934839, -93.58802199271928, -73.48613654480967, -56.7429560217695, -42.88261511310994, -31.550150838740425, -22.263004135605247, -14.698626407327598, -8.577182909152016, -3.6868417506284525, 0.24346500561158993, 3.334548095800429, 5.774080136306024, 7.664079811212495, 9.108719894304388, 10.194450932254322, 10.996531459200414, 11.567072133984798, 11.956392890587297, 12.200636994701954, 12.332454430468145, 12.37629979924873, 12.352678942612934, 12.277315469419168, 12.162786340177389, 12.019074218531792, 11.854042006321029, 11.672965812126503, 11.482329061563494, 11.284067749714168, 11.081883603819785, 10.877029946228939, 10.672023446808693, 10.467210724206247, 10.263530315024116, 10.061683203525554, 9.86295899927305, 9.666161859796398, 9.472357631129498, 9.281731769734407, 9.093736371080018, 8.909167806486394, 8.7280658715053, 8.549241735701463, 8.371662903455618, 8.201137497494255, 8.031340375730744, 7.867707320878165, 7.6999156798139285, 7.543162253031771, 7.382675132081194, 7.228087971466345, 7.074770746281309, 6.927026096147862, 6.780550613794354, 6.635486232035625, 6.491960240211221, 6.350086095351784, 6.213403257113918, 6.078307472054473, 5.944888073304354, 5.81630167599804, 5.686346852008914, 5.56113543710919, 5.437650261504499, 5.315943833465629, 5.196060769375496, 5.078038351618933, 4.961907065885906, 4.849979891038317, 4.737613900717398, 4.627197803195496, 4.51873972772774, 4.414216280443108, 4.309609005772746, 4.206961645660383, 4.106266680059164, 4.007513570910498, 3.9090508630870255, 3.8141987997871802, 3.719719013931114, 3.6286878404037237, 3.536683464922884, 3.448070788201128, 3.361355143127962, 3.2752439843644807, 3.189844660961023, 3.107593520991071, 3.0260647736282142, 2.945345020109646, 2.866556856640117, 2.789653257725749, 2.713618805732336, 2.6394484286017668, 2.566194424552252, 2.4939085884309296, 2.423469065966304, 2.3540204725541827, 2.285600180863796, 2.21898298138304, 2.153397695564813, 2.088870013569145, 2.025421349937194, 1.9637063741656542, 1.90244022716154, 1.8428855325642872, 1.7838469750476849, 1.7264883207095734, 1.6696980392066214, 1.6145486097197952, 1.5600067687971275, 1.5065930396285667, 1.4543006101191995, 1.4026884193154623, 1.3522123407733146, 1.3028592563116437, 1.2542304212462942, 1.20672487825383, 1.1603249661709598, 1.11432905000664, 1.0697829051071384, 1.025679087455868, 0.9826768159260884, 0.9404604854887596, 0.8990401094462492, 0.858423171698176, 0.8186148246309919, 0.7798662807379454, 0.741672358519145, 0.7042907191034158, 0.6677189818307459, 0.6317421864957308, 0.5965830852079234, 0.5622342967197275, 0.5286874156623378, 0.4957538630890143, 0.4634451395058894, 0.4317703898422523, 0.40089490198008787, 0.3706523947672264, 0.341046699454317, 0.3120799263064017, 0.2842888600006281, 0.2567066607434979, 0.22901144754811414, 0.2024739027876767, 0.17702761172380657, 0.15152475680624755, 0.1270823686939089, 0.10264281573307597, 0.07827490293323043, 0.05586752305638174, 0.033494253605245, 0.01121357501091196, -0.010118380243951461, -0.031325055706009644, -0.05235896654800652, -0.0717714876459179, -0.0917260520043108, -0.11080667073599894, -0.1290644522988219, -0.1471362255238673, -0.16498987491239142, -0.1825964496165498, -0.19941658460619463, -0.21549662034374534, -0.2313493357549735, -0.2469527935470467, -0.26228752079790624, -0.27692788957086095, -0.29130522397563174, -0.3054047789097476, -0.319213796885847, -0.33238311829492256, -0.3452737585583786, -0.3578764618957794, -0.3698904150638659, -0.38190966807685145, -0.39335576299126773, -0.40451660569517284, -0.4153881787481974, -0.4259675660387754, -0.43603472893689105, -0.4460357844019413, -0.45554403836451873, -0.4649644362335628, -0.47391289734017256, -0.4827563663713374, -0.4911497353923968, -0.4994249601918413, -0.5072724876714493, -0.5149921276676193, -0.522436096118143, -0.5294865211568007, -0.5363998153853156, -0.5430516614108033, -0.549550898167386, -0.5556900616235421, -0.5616765697196222, -0.5674132474523602, -0.572906510969094, -0.5782400263841282, -0.5833338314454206, -0.5881949532989793, -0.5928944723023237, -0.5973671790669208, -0.6016203816786369, -0.6057140440689815, -0.6095955250826461, -0.6133182891853515, -0.6168801635579179, -0.6202396713636099, -0.6234416543835346, -0.6264509707363274, -0.6293071331389498, -0.6320101677791491, -0.634560562695468, -0.6369342323503789, -0.6391616360082615, -0.6412650173009985, -0.643183203768392, -0.6449808975421475, -0.6466393172017072, -0.6481608298053106, -0.6495479896979351, -0.6508035118660752, -0.6519302472529204, -0.6529395384645508, -0.6538164749230945, -0.6545798613965804, -0.6552296298623544, -0.6557583218018301, -0.6561783099366586, -0.6564902992982898, -0.6566929612836152, -0.6567935262946216, -0.6567917482264416, -0.6566902838175787, -0.6564925818570949, -0.6561976112179589, -0.6558114598417984, -0.6553344072671142, -0.6547686141842272, -0.6541163415960142, -0.6533799331628322, -0.652561798911916, -0.6516644002726716, -0.6506902363909849, -0.6496354314657172, -0.6485083285875994, -0.6473045704161972, -0.6460332357105482, -0.6446895244421296, -0.6432831002737125, -0.6418009072895758, -0.6402685970814576, -0.6386484114434633, -0.6369994492792692, -0.6352411585087645, -0.6334591663290385, -0.6316569802547973, -0.629750751195506, -0.6278290802716407, -0.6258067194055242, -0.623773664450764, -0.621643701095287, -0.6195077088674754, -0.6173680977275277, -0.6151377980693494, -0.6128189006499811, -0.6105027405342328, -0.6081024149747007, -0.6057089314091907, -0.6032357635765505, -0.6007732832014029, -0.5982355880989655, -0.5957121503982644, -0.5931179070564775, -0.5904556303703412, -0.5878130853755092, -0.5851068796226645, -0.5824233509832939, -0.5796803679165192, -0.5768807485172965, -0.5741084621963023, -0.5712032691761009, -0.568408785886662, -0.5654869643826806, -0.56259846787178, -0.5596665835265207, -0.5566939884386659, -0.5536833353274037, -0.5507110625861628, -0.5477039700415112, -0.5446645566371355, -0.5415952781808896, -0.5384985421111147, -0.5354455847934249, -0.5322999248238859, -0.529200562074882, -0.5260807808791251, -0.5229426877633709, -0.5197244621130676, -0.5165568161270625, -0.5133767971401999, -0.5101862537491565, -0.5069869679569168, -0.5037217781715065, -0.500511064376534, -0.49723963575946356, -0.4940237901836386, -0.4907521182232997, -0.4874828859354081, -0.48421738360022876, -0.4809568374427566, -0.47765122173903035, -0.4743546706318298, -0.47106818971956094, -0.4677442936392393, -0.4644340930896949, -0.4611383822781626, -0.4578579028500069, -0.45450353841070784, -0.45121318152021, -0.447898419020265, -0.4445622507163019, -0.4412490927934424, -0.4379185602585808, -0.43461325590556427, -0.4312942685844751, -0.4280024430255126, -0.42466273145920647, -0.4213533573074805, -0.41803820657573915, -0.4147547241312336, -0.4114335585782619, -0.4081465790587721, -0.4048271422643431, -0.4015440683233835, -0.3982333456620473, -0.3949608401719682, -0.39169556785573284, -0.388409114502978, -0.3851339173493234, -0.3818711966553554, -0.3786220962530101, -0.3753603437648105, -0.3721422142410055, -0.36888836061172514, -0.36565426578025695, -0.3624406607968714, -0.35922374585066147, -0.3560296894245819, -0.35283562150180314, -0.3496435820864731, -0.34647785740120624, -0.3432950515048944, -0.34014111022927535, -0.33699532248917824, -0.33385923547787655, -0.3307343017202918, -0.3276218822865448, -0.32450422782480187, -0.3214210095244863, -0.3183357120058212, -0.3152683577042082, -0.31220255842283545, -0.3091572917158168, -0.30611680680904724, -0.30309908312947864, -0.3000732522089184, -0.29708818681821836, -0.2940682548154068, -0.2911059781086206, -0.28821381269242596, -0.2852494946529952, -0.2822204144150936, -0.2793990032920166, -0.2765136053712865, -0.2735709489563259, -0.27070076060914655, -0.2677798688178143, -0.2649315415450753, -0.26215281637343185, -0.2593293136177981, -0.256575326939948, -0.25378190841373527, -0.25095423299320674, -0.24819802386667866, -0.24551032764470357, -0.24279247879570992, -0.24004896675097837, -0.237375087444432, -0.2346792169815608, -0.23196534490142792, -0.22932143098653066, -0.22674454431219404, -0.22407196479768413, -0.22154696129780008, -0.21893294748315564, -0.21638684764161117, -0.21383379162086102, -0.21127663174214795, -0.20878631281166588, -0.2062935057872838, -0.20380069656423144, -0.20131022713352445, -0.19888562665274315, -0.19646434705489263, -0.194048414627812, -0.19163972804369328, -0.1892951273895541, -0.18690464045357083, -0.1845785389794349, -0.1822632792931065, -0.17996027628259878, -0.1776708417670456, -0.17539618850072636, -0.173137434244935, -0.17089560587455202, -0.1686716434900855, -0.1664664045096162, -0.16428066771849248, -0.16211513725778398, -0.15997044653539563, -0.15784716204639504, -0.15570944348971885, -0.15363142837632296, -0.15154178439093555, -0.14947710616451734, -0.14743759763230957, -0.14542341880085868, -0.14343468876500262, -0.14144171766644914, -0.13947599901409918, -0.1375093743520079, -0.13557144691915857, -0.13366202688004855, -0.13175515703568427, -0.1298778271832417, -0.12802972263042053, -0.12616334881352284, -0.12435114553713836, -0.1225239563812665, -0.12074997866404155, -0.11896392972182658, -0.11720966497991546, -0.11546684394157586, -0.11373660715294553, -0.11203858562073937, -0.11035404716800039, -0.1086839059216131, -0.10702899419801404, -0.10539006639445246, -0.10376780286647232, -0.10217831281950175, -0.1005906745178195, -0.09902134866297456, -0.09747075698246238, -0.09593926561335521, -0.09441389583197002, -0.09292190133868174, -0.09143729849025968, -0.08996141118943447, -0.08851893084840264, -0.08708605480224146, -0.08566386675634399, -0.084264041134794, -0.08287613678114322, -0.08151103145430363, -0.08015884234818378, -0.07882029238530595, -0.07750514766139703, -0.0761954745927458, -0.07490975214170971, -0.07363934877756546, -0.07238469002314887, -0.07113838537806591, -0.06991652568998473, -0.0687040932143349, -0.06750905544810526, -0.0663315769378752, -0.0651651890698865, -0.0640170022436825, -0.06288087894071617, -0.06176340106333717, -0.060658749223701326, -0.05956742381069664, -0.058489867534393405, -0.05741601296500767, -0.05638767822198973, -0.055343443572817695, -0.05433380511372391, -0.05331134836567315, -0.05232318028474551, -0.051367602972233875, -0.05040171676203302, -0.049468026648197674, -0.04852636000799692, -0.047579101810645015, -0.04670041661849389, -0.045780714090451924, -0.044892824517816954, -0.04403513762228376, -0.04317482094867629, -0.042343886302373866, -0.041511646435452, -0.04067971261881373, -0.03987677692738019, -0.03910137019435787, -0.0383013805281261, -0.03755418724454961, -0.03678494186804426, -0.03604289375450839, -0.03530467239981506, -0.03459247785034579, -0.03388452652310678, -0.03318172385662647, -0.03250391190252968, -0.03181312837207903, -0.0311651165400783, -0.03050555113730658, -0.029869798277364155, -0.02924078756734984, -0.02861906395669922, -0.02800511724837671, -0.027399384681767766, -0.02681588513385141, -0.02624031656759141, -0.02567302198697018, -0.025114301924238688, -0.024564416859652924, -0.024023589620080096, -0.02349200774052081, -0.022980283152309156, -0.022467228085859416, -0.021973490691704733, -0.021479399925123755, -0.020995067794475374, -0.02052913624235175, -0.02006403281269848, -0.01960870362126904, -0.019163112675290472, -0.018727208291458904, -0.018293842915895725, -0.017877375136012084, -0.017463808660002092, -0.017060093631218617, -0.01666609083248747, -0.016281654378527775, -0.01590106492759472, -0.015530173743301179, -0.01516366290501352, -0.014806884006881162, -0.014459621109177244, -0.014117124410266644, -0.013784079476466421, -0.013456077842848118, -0.013137398289321742, -0.01282395247366502, -0.012519645303422531, -0.01222068810629799, -0.01192726291039538, -0.011642761687592294, -0.011363801979588998, -0.011090502282207383, -0.010822958149622936, -0.010563968418541188, -0.010308021184348988, -0.01006049478952676, -0.009818696785871063, -0.00958035792925983, -0.009350150317353076, -0.009125673823453894, -0.008904906079542942, -0.00869189816266993, -0.0084826892663847, -0.00827921458186862, -0.008081402930758095, -0.007887584738409375, -0.007699411656549816, -0.007516785846944941, -0.007338221032393687, -0.0071651232849422085, -0.006996116562203417, -0.006831258169797555, -0.006671734649356881, -0.006516319884528567, -0.006365033834260739, -0.006218874430935406, -0.006075809214342681, -0.0059377615402721965, -0.00580286831366415, -0.005672853154376749, -0.005546010443934699, -0.005423147677888687, -0.005304211801080854, -0.005189144438191536, -0.0050772522226209, -0.004969162023301434, -0.00486423102246742, -0.0047630076444551295, -0.004664897077378159, -0.004569893529932786, -0.0044779827785871714, -0.004390446693898623, -0.004305814370876858, -0.004221722735311574, -0.004142204523790065, -0.004063483734408815, -0.003989146403151625, -0.0039189054918292105, -0.003849565150570241, -0.003784135418747596, -0.0037197538898084723, -0.003659084865592697, -0.0035995710504173957, -0.003543563850046974, -0.00349082872090221, -0.003437301504327061, -0.0033888929655736056, -0.003339964247127296, -0.0032957150769673863, -0.0032511716660294883, -0.0032095038506904164, -0.003170510185777349, -0.003132789331036147, -0.003096410428175044, -0.003062485717049258, -0.003029856507795822, -0.0029985669338895788, -0.0029694987869732384, -0.0029417030747585266, -0.0029159331532559, -0.0028906914817240425, -0.002868017390552512, -0.002845897932576313, -0.0028250102553548525, -0.0028058340203344473, -0.002787795043040038, -0.002771290835356056, -0.0027554654367856852, -0.0027410800530775262, -0.0027277174494226633, -0.0027153609308825555, -0.002703990669520142, -0.002693584090395327, -0.0026843101992690657, -0.0026757310814972774, -0.002668186495920272, -0.002661326361716701, -0.002655402460109444, -0.002650236601402482, -0.0026457205238508315, -0.002641997179779152, -0.0026389415099592013, -0.0026364843636689796, -0.002634656547190397, -0.0026334410382791718, -0.00263276197537217, -0.002632613673247642, -0.0026329639404662317, -0.0026337982115011297, -0.0026350581806339974, -0.0026367529623834776, -0.002638834461684885, -0.002641311827239283, -0.0026440816314522502, -0.0026471974507614538, -0.0026506417205720513, -0.002654342596957888, -0.002658272878204038, -0.0026624634362678833, -0.0026668358584635513, -0.0026714251553484254, -0.0026761505573126105, -0.0026810501718904545, -0.0026861034983477064, -0.002691228831247079, -0.0026964668556095812, -0.0027017975288592647, -0.002707141225112588, -0.002712539597029528, -0.0027179737919759885, -0.002723425315624246, -0.002728876108953272, -0.0027343086151254276, -0.0027396531422951387, -0.0027450002761005036, -0.0027502800786248934, -0.002755477475341092, -0.002760578096001708, -0.0027655682925283686, -0.0027704351508451696, -0.002775206658780579, -0.0027798272612331613, -0.002784286204895574, -0.0027886076212680208, -0.0027927440677321504, -0.002796717050400321, -0.0028004846797051236, -0.002804065833606842, -0.0028074242142856498, -0.002810576075960087, -0.0028135104812653227, -0.0028162172628750947, -0.0028186870288090856, -0.0028208973036766187, -0.0028228698929086016, -0.0028245818891187375, -0.0028260187890605656, -0.0028271931528419873, -0.0028280945941774552, -0.0028287080842031775, -0.0028290374982791544, -0.0028290755503805514, -0.002828817870973699, -0.0028282620100625604, -0.00282740176503048, -0.002826232360452099, -0.002824749808783095, -0.0028229312929112737, -0.002820833109834808, -0.0028184695652473148, -0.0028157171409402522, -0.002812552273711399, -0.002809277448663948, -0.002805422445218375, -0.0028014875514118425, -0.0027971302817779878, -0.0027923340607975793, -0.0027872987751554838, -0.002781815678066255, -0.0027761054746655287, -0.002770183172688237, -0.002763814126985404, -0.0027569893757255185, -0.002749965300907926, -0.002742486130185802, -0.0027348234823814065, -0.0027267088768760757, -0.0027184273830330383, -0.002709699284372637, -0.002700821388573003, -0.002691504154617959, -0.0026817476125080997, -0.0026715529553712914, -0.0026612368656326072, -0.002650812290532237, -0.002639650724938308, -0.0026283938179144837, -0.0026170537610718646, -0.0026049877395173723, -0.002592853597389212, -0.002580332409598477, -0.002567431076918102, -0.0025544894403976177, -0.0025408518046158707, -0.0025271916393410842, -0.0025135187877799187, -0.002499175130695733, -0.002484503500884025, -0.002469846623817761, -0.002454548297472635, -0.0024392837293801812, -0.0024237302183849683, -0.0024078981699131954, -0.0023917981836054786, -0.002375441015387787, -0.0023588375413070876, -0.002341998723223281, -0.0023246146301485328, -0.0023073402706918597, -0.002289863777261467, -0.0022721961433987054, -0.0022540364267829727, -0.002235712468450699, -0.0022175419495675717, -0.0021989197381798884, -0.002179864848082551, -0.0021609928322585416, -0.0021417150973960042, -0.0021223430415543308, -0.002102886791975212, -0.00208307064399904, -0.002063196364466789, -0.0020429945385250585, -0.0020227600834887742, -0.0020025020275768876, -0.0019819605470604703, -0.001961419635090084, -0.0019406260259243106, -0.001919598362461098, -0.001898609263657738, -0.0018774154999416984, -0.00185628181009877, -0.001834971681594776, -0.0018135024722126989, -0.001791891251492229, -0.0017703866398683951, -0.0017485375348501029, -0.0017268199620832298, -0.0017050177089587453, -0.0016831460466293668, -0.0016612198476052586, -0.001639044241917877, -0.0016170556628097188, -0.001595054638578409, -0.0015728561921896844, -0.0015506785828631978, -0.0015285340151530724, -0.0015064342354604162, -0.0014842071144374371, -0.001462054130324589, -0.0014399855602386718, -0.001417838609782956, -0.0013956332766275612, -0.0013735544386119017, -0.0013516103297119084, -0.0013294916038316246, -0.0013075364169285281, -0.0012855997102361465, -0.001263697795268761, -0.0012418463323235378, -0.001220060329066085, -0.0011984925649052628, -0.0011768766681062622, -0.0011553673976927277, -0.0011339771806151873, -0.001112592065611737, -0.001091355114026867, -0.0010702767523527975, -0.001049250160228973, -0.0010284070968882208, -0.001007645286214267, -0.0009869812536175307, -0.000966430704347642, -0.0009463154249824016, -0.0009261270315626216, -0.0009055080402753737, -0.0008864028288106813, -0.0008659650100231947, -0.0008470009395527705, -0.000826818862667164, -0.0008080686771813657, -0.0007890243641024322, -0.0007697377526950174, -0.000751795137615327, -0.0007328694348457928, -0.0007145220777410927, -0.00069673074024785, -0.0006787947633052069, -0.0006614145165014071, -0.0006439308829874792, -0.0006263836121764845, -0.0006094068723127293, -0.0005924007108406694, -0.0005759575735551382, -0.0005600544422364694, -0.000543627012139628, -0.0005277664152856378, -0.0005124487140062018, -0.0004967139018390565, -0.00048199440622076093, -0.00046691066580775063, -0.0004523746430420656, -0.00043795792472294865, -0.0004236822819760427, -0.0004099422348454376, -0.0003963533963631482, -0.00038293395539443486, -0.0003700333899195356, -0.00035730796025363877, -0.0003447726033612211, -0.0003324409546641058, -0.0003203253748832057, -0.0003087077225475738, -0.0002970449068051766, -0.00028587652796135997, -0.0002749404094561643, -0.00026424404139284056, -0.00025379387974236017, -0.00024359538855146654, -0.00023365308364641874, -0.00022415980702830113, -0.00021473105722762928, -0.0002055671090087765, -0.0001966691361230107, -0.00018803759199101266, -0.0001796722553957962, -0.00017157227559555426, -0.0001637362166716062, -0.00015616210095028044, -0.00014872673389851893, -0.00014167482186095237, -0.0001347673585613726, -0.00012801795076376876, -0.00012163249697242779, -0.0001154057915839819, -0.00010943435829008163, -0.00010371194076433764, -9.815503611311044e-05, -9.284307113715487e-05, -8.776877396259031e-05, -8.28604976529806e-05, -7.812250059380544e-05, -7.361466363743798e-05, -6.932855704371237e-05, -6.520596819003319e-05, -6.124818397627645e-05, -5.7499328129958303e-05, -5.39096720371854e-05, -5.0478636522944894e-05, -4.7204991092961176e-05, -4.411998103990967e-05, -4.118356704638771e-05, -3.839329723972548e-05, -3.577285620764269e-05, -3.326389764588646e-05, -3.0914274504287135e-05, -2.867271544643447e-05, -2.6559746418691386e-05, -2.458906835752603e-05, -2.2718741588146867e-05, -2.096370018424763e-05, -1.9319266065312752e-05, -1.7767786425868092e-05, -1.6331437563095173e-05, -1.4980553066884825e-05, -1.3713211002396339e-05, -1.2545289045667112e-05, -1.1444625149728405e-05, -1.0433606956966998e-05, -9.484762656430533e-06, -8.609768185495204e-06, -7.798291224589947e-06, -7.052532468375132e-06, -6.3634356033337145e-06, -5.728113624525968e-06, -5.1436591515435395e-06, -4.607169297941025e-06, -4.11576773870588e-06, -3.66662404499512e-06, -3.2569703834940037e-06, -2.8819563877923616e-06, -2.5435334036262775e-06, -2.235069570261717e-06, -1.9547458567826343e-06, -1.702082822855779e-06, -1.47480532029485e-06, -1.2697217142505687e-06, -1.0851925206937191e-06, -9.204340263963025e-07, -7.729047966697747e-07, -6.38700165064527e-07], 'MSE': 23635.01241354167, 'R_2': 0.8285657368576022, 'U_norm': [-149.7963895356648, -5.241378081446685, -0.00949285500121686, -0.026818624230165955, -0.04119378658083943, -0.047876555466914154, -0.06116699156736045, 30.68159648303676, 83.015447759872, 49.70767190104748, -0.08206488927805543, -0.08103799282626045, -0.0780079797842017, -0.07304801464549, -0.06599810617347698, -0.05848817773494771, -0.05063772856747169, -0.038619151860554334, -0.030978899622731544, -0.8714482724407683, -4.940486306957779, -0.9505943423772519, -0.008465061723316604, -0.0033104855184179914, -0.0006780626838928182, 0.0013845431642682644, 0.0031616675932450264, 0.004519284559249333, 0.005557458235842832, 0.0063517305308550915, 0.0069553777121480346, 0.007403616047255197, 0.00771853895319945, 0.00791387047573681, 0.007998849231176877, 0.007981254085986126, 0.007869121498818422, 0.007678934488237279, 0.007385238697163494, 0.007060546297082067, 0.006731491324518125, 0.006330568253894996, 0.005849876850918142, 0.005363867479373012, 0.0049055281862068496, 0.004443292408905623, 0.003996632473257896, 0.003586345116335874, 0.0031828545427455704, 0.0027961372187809376, 0.002437924527917226, 0.002116637557442972, 0.0018238747564454582, 0.0015591676333982735, 0.001321568939394704, 0.001109772821827452, 0.0009222176794980049, 0.0007571728915870885, 0.0006128110566143343, 0.000487267496098333, 0.00037868868523458903, 0.0002852710673793612, 0.00020529147729436592, 0.00013713018338325645, 7.928739342499152e-05, 3.0393958697570517e-05, -1.0783047145899533e-05, -4.533921944408105e-05, -7.42355275676359e-05, -9.830417036209464e-05, -0.00011825691697034089, -0.0001346952806939807, -0.0001481219046609697, -0.00015895258533326752, -0.00016752842525309452, -0.00017412768218437382, -0.00017897696381018494, -0.00018226150350113802, -0.00018413433408263232, -0.00018472425284660928, -0.00018414253863707552, -0.00018248843772791088, -0.00017985348141330852, -0.00017632473148143093, -0.0001719870732128788, -0.00016692468863174724, -0.0001612218466198293, -0.0001549631447027326, -0.0001482333292251837, -0.00014111681006733235, -0.00013369697194533134, -0.00012605536989769155, -0.00011827088159275473, -0.00011041887462498925, -0.00010257043305320852, -9.47916753921458e-05, -8.71431853709889e-05, -7.967956765676606e-05, -7.244913348695123e-05, -6.5493715300303e-05, -5.884860497481827e-05, -5.2542606860590066e-05, -4.65981944835421e-05, -4.103175822689441e-05, -3.58539305768892e-05, -3.106997483233537e-05, -2.6680223627741913e-05, -2.268055404780669e-05, -1.9062886558126216e-05, -1.581569648736524e-05, -1.2924527158767825e-05, -1.0372495943506912e-05, -8.140784518166525e-06, -6.209106965895436e-06, -4.556149665088959e-06, -3.159978511517282e-06, -1.9984099431113577e-06, -1.0493435585377413e-06, -2.9105460963712303e-07, 2.9755385353296903e-07, 7.367389782000169e-07, 1.0457452752478393e-06, 1.2426691596630098e-06, 1.3443587271802906e-06, 1.36634620268172e-06, 1.3228100554568648e-06, 1.2265637956737625e-06, 1.0890681321318401e-06, 9.204632155672343e-07, 7.296177422370377e-07, 5.241917134833132e-07, 3.1070991103977106e-07, 9.464319844270231e-08, -1.1950484937048723e-07, -3.281083252548798e-07, -5.283284241476735e-07, -7.180237179493757e-07, -8.956626819330103e-07, -1.0602399142918522e-06, -1.2111967020991613e-06, -1.348347088605925e-06, -1.4718096636426096e-06, -1.581945654692895e-06, -1.6793033855151388e-06, -1.7645691637431419e-06, -1.8385246397260256e-06, -1.9020102692575648e-06, -1.9558946936355e-06, -2.001049675680255e-06, -2.0383301619511927e-06]}, 'iteration_26': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24370.10975979992, -1262.8781319102643, -1.3262645545438971, -5.367233290054418, -7.5023277387838325, -7.976048319463052, -9.605584831475563, 5684.8221163154385, 13591.428101289393, 7771.3160419751875, -11.346805619387156, -10.972076381368668, -10.366880859347733, -9.548696139862734, -8.507765381176196, -7.489227973537813, -6.375962066649709, -4.7589685632143945, -3.0931238734025506, -362.4408439772415, -797.9059217857134, -10.540467582533944, -1.000237759278255, -0.3882852301501835, -0.10916948676804056, 0.1106611572394572, 0.3157877466996825, 0.4812230098001051, 0.6193766026257902, 0.7383508712775911, 0.8425680428445635, 0.9336649491406743, 1.0114624084930697, 1.0748581707937166, 1.1225404730272703, 1.1535109755525967, 1.1673683595126856, 1.1656308272915326, 1.142902370532208, 1.1127624635753677, 1.0763865934370669, 1.0246090478190426, 0.956381022764691, 0.8850751904260586, 0.8155688010860177, 0.7423769508098907, 0.6709943251625134, 0.6036569944937916, 0.5366486006651208, 0.4718258075441808, 0.41195783742248177, 0.35736314416933174, 0.30733930298533074, 0.26190979906563727, 0.22099129886265526, 0.18441933622856402, 0.15197030516161378, 0.12337989970401107, 0.09835831412877284, 0.07660259244718581, 0.057806525521684075, 0.041668465088827385, 0.027897375782445794, 0.01621739403750603, 0.006371115532425392, -0.0018782054827531165, -0.008745389376913312, -0.014422860049487257, -0.0190808443994306, -0.022868124545054852, -0.025913230248086908, -0.028325964071740563, -0.03019915789397664, -0.031610567139708536, -0.0326248185461217, -0.033295338523266625, -0.03366620117358697, -0.033773848162424354, -0.03364864524267867, -0.03331625247971629, -0.03279879641543144, -0.03211584219782607, -0.03128517183731711, -0.030323381406499927, -0.02924631460520357, -0.028069353391907848, -0.026807587778814868, -0.02547588738109602, -0.02408889647967292, -0.022660972947196354, -0.02120608936451317, -0.019737712149424907, -0.018268672139108655, -0.016811037358425502, -0.015375996234760611, -0.01397375726720732, -0.012613469040964217, -0.011303162708327786, -0.010049717681005533, -0.008858850044099005, -0.007735122387140973, -0.006681973089690666, -0.005701762667316063, -0.00479583457277412, -0.003964587701109981, -0.0032075579056964473, -0.0025235059107882223, -0.0019105091846252711, -0.0013660555586702432, -0.0008871366236767104, -0.00047033919862261197, -0.0001119334518392766, 0.00019204352079130164, 0.00044570959463813173, 0.0006532657081690243, 0.0008189306899988467, 0.0009468831173492364, 0.0010412104120806293, 0.0011058651675686262, 0.0011446285956162733, 0.0011610809011679277, 0.0011585782365428324, 0.0011402358530346953, 0.0011089170026768256, 0.0010672270522997381, 0.0010175123162186805, 0.000961863010314206, 0.0009021197998078296, 0.000839883347929171, 0.0007765263534558859, 0.0007132075138016212, 0.0006508869500861438, 0.0005903426229719091, 0.0005321873106638657, 0.0004768858012982551, 0.00042477195281652745, 0.0003760653362619697, 0.0003308872477360445, 0.00028927587668532316, 0.00025120048804238253, 0.00021657451420498074, 0.0001852674730896389, 0.0001571156638466105, 0.00013193164242378705, 0.00010951246903609773, 8.964676786880324e-05, 7.21206561977129e-05, 5.6722573500492305e-05, 4.3247146393647565e-05, 3.149812597977917e-05], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [160.24533660677199, 8447.231949385874, 3226.248468391727, 879.7482165795182, 17.55480087536791, -258.96864839299246, -317.61958105510035, -300.10541739116894, -259.9941518716563, -216.82264276070677, -177.18313302757792, -142.79244232159022, -113.82889056733302, -89.56766762647753, -69.57288768993271, -53.06872252066925, -39.53254089279277, -28.569936103746198, -19.673031408790504, -12.49878487918203, -6.75267372066524, -2.2106770572708028, 1.3997318640032899, 4.206810687589251, 6.395586832633966, 8.069473196022104, 9.330926584229186, 10.263944457100658, 10.940251875313564, 11.409833101335458, 11.719471674641554, 11.902872779974789, 11.98960001630945, 12.001824123550644, 11.957589793069724, 11.870666068425724, 11.751904885602087, 11.609791500257272, 11.450908659910125, 11.279505222425382, 11.101073479852902, 10.91691935522729, 10.730089555495782, 10.541427224875417, 10.35299957969839, 10.16492667391324, 9.977916201429748, 9.79249276043561, 9.60975259652776, 9.428530917677543, 9.249762291877598, 9.07358836043266, 8.899484097552824, 8.728178316438452, 8.55970901775642, 8.392973271789492, 8.227008221526637, 8.067260852635398, 7.907825122897683, 7.7538231108591935, 7.595543003698365, 7.4473400227802795, 7.295269885668718, 7.148466835444187, 7.002555753624112, 6.861651952036481, 6.721671658309209, 6.5827585151044286, 6.445043253582039, 6.308644277028078, 6.176984098922697, 6.0466100234774665, 5.917617597344533, 5.79307635497637, 5.666989560393777, 5.5452963135392865, 5.425080935388782, 5.3064037281743115, 5.1893174809382, 5.073867936527757, 4.960094246965289, 4.85027671018381, 4.739868875508147, 4.631221843951963, 4.524352600679227, 4.42122154457316, 4.317872190979728, 4.216328151841228, 4.116590232080274, 4.018656011873609, 3.920892611710373, 3.8266043875219173, 3.7325799167702858, 3.641887877756328, 3.5501278130314455, 3.461657689198243, 3.3749942393128842, 3.2888502593882025, 3.2033358989418126, 3.120897108373699, 3.039108742381612, 2.9580605570186957, 2.8788841281419555, 2.801537856102039, 2.7250046728933226, 2.6502900830136755, 2.5764434442657755, 2.5035198870976814, 2.4324091564972723, 2.362251492812873, 2.2930874982170675, 2.2257039450850846, 2.1593242433564206, 2.0939770785148455, 2.0296867978961592, 1.9671198930065859, 1.9049763167246685, 1.8445392194990315, 1.7845980137041277, 1.726336584373901, 1.6686282081240542, 1.6125648875092096, 1.5570983833206407, 1.5027598235795299, 1.4495442775477614, 1.3970046076875433, 1.345606538532636, 1.2953385032255293, 1.2457959205900668, 1.1973868257202034, 1.1500947805434125, 1.1032059404391672, 1.057787699534082, 1.0128141707784541, 0.9689587151332186, 0.925900625260354, 0.8836511717527461, 0.8422190024041861, 0.8016103407778092, 0.7620823711868109, 0.7231206150823521, 0.6849887343022089, 0.6476850665817548, 0.6109910899474565, 0.5751346933649715, 0.5401089661431927, 0.5059059009470438, 0.4723337889601971, 0.4394049182893757, 0.4071291346321929, 0.3756752873446786, 0.3448743598643823, 0.31473065309885, 0.28524667240199203, 0.25696882243903657, 0.22891353043465437, 0.20075429947109982, 0.17378344194257858, 0.14793297280874096, 0.12203710797388857, 0.09723032718159863, 0.07243941431760392, 0.04773514174492696, 0.02503173698026747, 0.0023765469774304103, -0.02017031874526577, -0.041742500940623026, -0.06317277270803591, -0.08441237904767118, -0.10399951631635893, -0.12411726071021124, -0.1433373674017957, -0.16171242413984876, -0.17988360889457716, -0.1978180714243471, -0.21548623579840195, -0.23234725913566695, -0.24844886674790717, -0.26430495732789633, -0.2798932201344224, -0.2951938958594914, -0.30978286435969804, -0.32409053704192675, -0.33810205032381396, -0.3518045982559982, -0.3648524278009374, -0.37760397054408856, -0.3900500435334347, -0.4018943582284478, -0.4137226435382895, -0.4249657141206629, -0.4359072848474257, -0.44654358458495713, -0.45687197887744796, -0.46667863268855564, -0.4763984139964919, -0.4856169306869357, -0.49472717621569345, -0.5033581055753992, -0.5118641163772728, -0.519913742932616, -0.5278258996850768, -0.5353051649006424, -0.5426379063498877, -0.5496837093991976, -0.5563323761125851, -0.562826433784489, -0.5690491793638311, -0.5751025968972175, -0.5807943108500522, -0.5863175458892224, -0.5915829267080932, -0.5965973371853674, -0.6014375431145278, -0.6060314168359944, -0.6103864410096332, -0.6145668405832111, -0.6185151967632777, -0.6222392489966252, -0.6257921890193445, -0.6291290573497935, -0.6322966245628893, -0.6352932626259434, -0.6380850254372806, -0.6407102059098149, -0.6431410616574019, -0.6454106618396742, -0.6475195680102326, -0.6494688009387217, -0.6512413710287965, -0.6528615372613245, -0.6543456410492383, -0.6556522446505153, -0.6568273089217845, -0.657858945902169, -0.6587499940555817, -0.6595034674697496, -0.6601225285416754, -0.6606104627328148, -0.6609733061550884, -0.6612080999871136, -0.6613226774120629, -0.6613176198968969, -0.6611968394610713, -0.6609622337408186, -0.6606151140511803, -0.6601649331387185, -0.6596039384834949, -0.6589425430370446, -0.6581788501191351, -0.6573215680078258, -0.6563606134024305, -0.6553119443490178, -0.6541715775385094, -0.6529421272800032, -0.6516262897621036, -0.6502268253383032, -0.6487465422580235, -0.6471882817972271, -0.6455549047343738, -0.6438390082672999, -0.6420532958414876, -0.6401900083121628, -0.6382623796517759, -0.6362623302632435, -0.634203478307495, -0.6320662164325439, -0.6298868138193788, -0.6276112820586635, -0.6253219469944984, -0.6229068346560147, -0.6204834274807748, -0.6180547048688216, -0.6155075121669361, -0.6129600975370723, -0.6102992484557628, -0.6076431833151416, -0.6048790288007678, -0.6021245023320854, -0.5993814458240374, -0.596538019125594, -0.5935975891217841, -0.5906757175282906, -0.5876624953573331, -0.5846719092046356, -0.5815955673870028, -0.5785456234002524, -0.5754154058088776, -0.572315021893634, -0.5691396906383556, -0.5658931255362505, -0.5626820758233316, -0.5594049220818583, -0.5561659518254479, -0.5528657609836134, -0.5495079409067889, -0.5461929309631207, -0.5427292668434174, -0.5394071270996773, -0.5359432226790788, -0.532528140745676, -0.5290708989102775, -0.52557473133196, -0.5220428143924521, -0.5185645374836382, -0.5150539573897481, -0.5115140223913435, -0.5079476077419043, -0.5043575111919776, -0.5008260389651915, -0.4971952986310713, -0.4936257060187608, -0.49004014255513917, -0.4864409953814514, -0.4827575424932113, -0.4791393348662161, -0.4755141804318067, -0.4718841205008403, -0.46825111021971083, -0.46455035114263477, -0.46091819393758154, -0.4572242266625035, -0.4535996725106184, -0.44991885535557463, -0.44624738823293353, -0.4425866037912592, -0.4389377587462971, -0.43524489893200585, -0.43156852031845794, -0.4279096089946927, -0.42421529936913105, -0.4205423917439337, -0.4168916198263889, -0.41326365914237, -0.40956005102527604, -0.40593301295317363, -0.40228492281334766, -0.39861915035034456, -0.39498444540827105, -0.3913364409484124, -0.3877217356931541, -0.38409770408426563, -0.38050887116231047, -0.3768734324672238, -0.3732765466351082, -0.36967886727333166, -0.3661209355877743, -0.3625275890261698, -0.3589765681643808, -0.3553958464718218, -0.35185962824993006, -0.34829892322847317, -0.3447845253537934, -0.34128303404287236, -0.33776399568859194, -0.3342621512233953, -0.3307787358090004, -0.3273148974950774, -0.3238426143831851, -0.3204217129085532, -0.31696782002751167, -0.31353985944038043, -0.31013850822252903, -0.3067385326476301, -0.30336754291149914, -0.3000013485229651, -0.2966420941402502, -0.29331527483889963, -0.2899752671394097, -0.2866702623720111, -0.28337847831286045, -0.2801014988550623, -0.27684080109567333, -0.2735977593990202, -0.2703538710410087, -0.26715035751048677, -0.2639492168105344, -0.2607711986312897, -0.2575992919435196, -0.25445309477009814, -0.25131629178659654, -0.24820738549072344, -0.24509455741093739, -0.24202802953180597, -0.23893010944086426, -0.23589567570285402, -0.23293722713197706, -0.22990926237814852, -0.22681965182085512, -0.22394597767122806, -0.2210112592268033, -0.21802262476155573, -0.21511181707827207, -0.2121538975174712, -0.2092736728686806, -0.20646786006287798, -0.20362093530633021, -0.20084811176142645, -0.19803965693242795, -0.1952009638948849, -0.19243811375059314, -0.18974786543463104, -0.1870314043664442, -0.18429337082772498, -0.1816288034750639, -0.1789463229414632, -0.17625002131697606, -0.17362720524724937, -0.1710746937777311, -0.1684314045882215, -0.1659378580375229, -0.1633603184299035, -0.16085360263221496, -0.15834389667197937, -0.15583406683563866, -0.15339363905191777, -0.15095456409954278, -0.14851931852573352, -0.14609022474516647, -0.143729128216648, -0.14137499903202466, -0.13902982782830045, -0.1366954700174282, -0.13442688633115654, -0.13211767029478622, -0.12987434385175495, -0.12764513370949138, -0.12543139114824603, -0.12323436006896146, -0.12105518151263257, -0.11889489822392488, -0.1167544592246487, -0.11463472436701518, -0.11253646884063082, -0.11046038761092297, -0.10840709977011713, -0.10637715278501719, -0.10437102662867884, -0.1023548919626692, -0.10039860558520323, -0.09843494276447723, -0.09649830979527059, -0.09458882101684708, -0.09270654796479186, -0.09085152253258477, -0.08899604909444833, -0.08716944186356182, -0.08534552048112828, -0.0835517214610327, -0.081787770583952, -0.0800296606553653, -0.07830224523237994, -0.07660513013319556, -0.07489472943969458, -0.07323738715929727, -0.07156980587817868, -0.06995417658169853, -0.06833098667490513, -0.06674009657285397, -0.06516299586643857, -0.06360070853152994, -0.06207088994063082, -0.06055659016945384, -0.05905861064336836, -0.05757767224372801, -0.056114419426294915, -0.0546694243033436, -0.05325694724958479, -0.05184946765625801, -0.050461581288079774, -0.049093610011349334, -0.04774582251336934, -0.04640678357114883, -0.04510035650160104, -0.043803723462200385, -0.04251805734211711, -0.041264794835788286, -0.04002317947145671, -0.038794152180435096, -0.03758775871390658, -0.036394952809339305, -0.03522503266388821, -0.034069473808515334, -0.032928872093581044, -0.03181148789299004, -0.030702052885231514, -0.029616186288113137, -0.028546525507947656, -0.027493386568537607, -0.026450550634133534, -0.02543143092123934, -0.024423445908453613, -0.02343319137397821, -0.0224607413452131, -0.021500716452754722, -0.020558928306660677, -0.019630297041453776, -0.018720153737791873, -0.017823705697781526, -0.016941328433178533, -0.016073344412090823, -0.015211652561483326, -0.014389668845494613, -0.013558248718920226, -0.012757596354133581, -0.011950098213344916, -0.011172943495978272, -0.01042455736611956, -0.009671321273987413, -0.008946361470049456, -0.008218454580462019, -0.007489611461841803, -0.006816655900213514, -0.0061156055168416846, -0.0054421220228364, -0.00479473659703204, -0.004148610061663709, -0.003527728739979965, -0.0029090993275800374, -0.002294026271226871, -0.0017036485065878427, -0.0011366438807330357, -0.0005549915227002127, -1.4876486576412757e-05, 0.000537896417119433, 0.0010678669055990012, 0.0015918234231540227, 0.0020941029752369962, 0.0025901668799297216, 0.003079337434770486, 0.003547907227977026, 0.004022092892940971, 0.00446373673077836, 0.00490998147308295, 0.005336880701003848, 0.005756017228923497, 0.0061670229894678075, 0.006569577193242889, 0.006963403798096463, 0.007339521307943607, 0.00770728297941126, 0.008066489058576288, 0.008416975125166898, 0.008758609806483924, 0.009091292530033488, 0.009414951328161093, 0.009723274021218265, 0.010029077175614872, 0.010320103384769878, 0.010608007134100187, 0.010886861360378305, 0.011151852450588614, 0.011413045604621872, 0.011665398183227576, 0.011909010392835578, 0.012143993462971611, 0.012374202178906467, 0.012592099440788042, 0.012805105312331288, 0.013009655218835913, 0.013205922524776302, 0.013394083887132834, 0.013576968914078889, 0.013751800751230486, 0.0139211294615673, 0.014082529835356383, 0.014236224660642855, 0.01438437240482976, 0.014525005744064373, 0.0146600524847768, 0.014787819827513086, 0.014910021997667557, 0.015025213800394349, 0.01513491220580323, 0.015239074042404883, 0.015336586644317723, 0.015428705480419365, 0.015515430681070738, 0.015596778091202143, 0.01567200552497393, 0.015742771300771306, 0.01580764843390947, 0.01586746490738654, 0.015922799084636088, 0.015972642520361367, 0.016017649814740176, 0.01605826045291452, 0.01609381904040538, 0.01612508354333433, 0.01615181468804842, 0.01617412721898634, 0.01619227184849528, 0.016206161469139193, 0.01621592316932604, 0.01622171456588214, 0.01622357250554818, 0.01622160087292538, 0.01621585104035495, 0.01620646467880558, 0.01619347565348518, 0.016176954223059353, 0.016157124767645793, 0.01613379266081441, 0.016107356734692317, 0.016077553953408107, 0.016044862332226184, 0.016008958162605235, 0.015970141565008967, 0.015928512463374473, 0.015884171794633868, 0.015836943102414763, 0.015787187582963328, 0.015734713731512237, 0.0156799054830877, 0.015622557647581402, 0.01556275547489874, 0.015500586796780956, 0.015437119778211165, 0.015371491767296871, 0.01530178831403323, 0.015231410161412705, 0.015157094821006977, 0.015082308268045354, 0.015007167038250079, 0.01492834401347041, 0.014849353305383065, 0.014766851517589935, 0.014684365241432932, 0.014598549342447014, 0.014512925822382654, 0.014427568651583726, 0.014335756813937178, 0.014247777331487329, 0.014153568387285624, 0.014063307171352669, 0.013967050772881798, 0.013871557293289516, 0.013776867763901225, 0.013679795579525148, 0.013580463371560226, 0.013482150595891532, 0.013381759267890201, 0.01327941307569148, 0.013178282320740193, 0.013075368986897894, 0.012973763190410487, 0.012867608423164149, 0.01276580915854518, 0.012659695762298005, 0.012552313219675393, 0.012446538146118053, 0.012339634793707694, 0.012234389238798785, 0.012125510765808381, 0.012018414605251902, 0.011910525060689871, 0.011801941004653505, 0.011692758694712679, 0.011583071606025373, 0.011475342354650274, 0.011364870363878898, 0.011256441296223746, 0.01114552237199499, 0.011036719462767025, 0.01092782285845765, 0.010816790634945377, 0.010707962340892932, 0.010599247631201077, 0.010488720289379515, 0.010378511303851179, 0.010270583029853873, 0.010161133481586562, 0.010052159738408787, 0.009943708099088915, 0.009834072866350652, 0.009726830873102287, 0.009618559133771302, 0.009511040099955813, 0.009402705814990265, 0.009296817985378913, 0.009190240155162009, 0.0090831010682223, 0.008976980810175162, 0.008871894608172462, 0.008766466583083022, 0.008662162832084047, 0.008557667197159878, 0.008454372546791529, 0.008351020585446095, 0.008247704049849034, 0.008145709927959979, 0.00804386256950173, 0.007942241878368584, 0.007842034834789374, 0.007742144432351585, 0.0076426386853813005, 0.007543581387190082, 0.007445032215064855, 0.007347046844474353, 0.007250628622244378, 0.007153897586995239, 0.007057875153420115, 0.0069626022641217575, 0.006868116515643989, 0.00677445229845245, 0.006681640937321669, 0.006588922296756906, 0.006497152998530669, 0.006406354410385171, 0.006315819405537628, 0.0062263301122494315, 0.006137212631519706, 0.006049202045295285, 0.005961656449770112, 0.005875266316270575, 0.0057894205107670675, 0.005704171230867168, 0.005619566632786792, 0.005535650984587073, 0.005453011468400362, 0.0053705760701987255, 0.005288941073120355, 0.005208637631684152, 0.0051286767329578415, 0.00504912619922262, 0.004970965688822804, 0.004893282724989523, 0.004816564784217995, 0.004740405657820717, 0.004665260044222198, 0.004590740962651691, 0.004516889454950836, 0.0044437428833465865, 0.004370614927937172, 0.004299696599291045, 0.004230887405748595, 0.004160804517131996, 0.004089655177240718, 0.004023807560195536, 0.003953897722346305, 0.003889089098720402, 0.0038233896682519797, 0.003756969475574318, 0.0036926280471422765, 0.003627711355971573, 0.003564841707046785, 0.003503922677154662, 0.0034425390241043805, 0.003380822069894987, 0.0033210724503418636, 0.0032610880450572293, 0.0032030215157426707, 0.0031448057938275203, 0.0030884547907398946, 0.003032028565238737, 0.0029774111032483093, 0.0029227819861321652, 0.00286822612162946, 0.0028138228007651227, 0.0027612129418529115, 0.0027103091761436155, 0.0026580936472420016, 0.0026076142907993723, 0.0025587860098356726, 0.002508874751722395, 0.0024606319567885586, 0.002412735914949751, 0.0023652324598516334, 0.0023193204834088235, 0.0022726843421611805, 0.002227635886111211, 0.0021840959836170242, 0.002139972274490611, 0.0020963729405084294, 0.0020542630115687067, 0.002011750977658569, 0.001970706611115344, 0.0019302091185106058, 0.0018902756157835683, 0.0018509209426253639, 0.0018121578000167033, 0.0017739968847508242, 0.0017364470203660805, 0.0016988310129371507, 0.0016625468882956126, 0.0016268894844012035, 0.0015918613741209304, 0.0015568712978680946, 0.0015225540555491369, 0.001489457243801482, 0.0014564553700342029, 0.0014236027294990772, 0.0013919360344466904, 0.001360442103946442, 0.0013296240373197512, 0.0012994724637302175, 0.0012695519190564944, 0.0012403089876976178, 0.0012113365753069003, 0.0011830463615573232, 0.0011554243091428413, 0.0011281035837865736, 0.00110144901995028, 0.0010751181111411292, 0.0010491321255646309, 0.001023812833589258, 0.000998851059369832, 0.0009745429423080909, 0.0009506003116264101, 0.0009270359607854016, 0.0009038608967419697, 0.0008813246534354298, 0.0008589453109298248, 0.0008372010335841617, 0.0008158574873316555, 0.0007949192559733116, 0.000774389731227924, 0.0007540815957801983, 0.000734382737385489, 0.0007150962197392559, 0.0006960533783750593, 0.0006774343483601745, 0.0006592363793524706, 0.0006414561108495146, 0.0006239466505967763, 0.0006068579906377441, 0.0005901846211182843, 0.0005737942347631605, 0.000557695964438579, 0.0005420138851269711, 0.0005267401518896525, 0.0005116526155322357, 0.0004969748510020584, 0.00048259918373722406, 0.0004685285652605887, 0.00045476502018024483, 0.0004413097192401849, 0.00042824607930406605, 0.0004154042177395011, 0.00040286981051915796, 0.0003906412769245936, 0.0003786466351813616, 0.0003669591059901056, 0.00035557529256987697, 0.0003444301753050446, 0.0003335861933320554, 0.00032298257689693553, 0.00031262170205827237, 0.0003025051569788509, 0.00029278081924840325, 0.00028319518555785606, 0.00027358214063483334, 0.00026483201867231364, 0.0002556363177255702, 0.00024725376530327216, 0.00023848912312547882, 0.0002304886864050924, 0.00022250116768772818, 0.00021455228377998973, 0.00020728241228925237, 0.0001997432310072199, 0.00019255934110928827, 0.00018570920080304262, 0.00017891771033146662, 0.0001724449810694641, 0.0001660402002120958, 0.00015971837095473198, 0.00015370242342785417, 0.00014777405893546625, 0.00014213441879700424, 0.00013676573880327613, 0.00013130789810621957, 0.00012612244307043497, 0.00012119232485014619, 0.00011620707315575676, 0.00011161565025987289, 0.00010698255194085995, 0.00010258624052746113, 9.829215718388952e-05, 9.41047304132606e-05, 9.013492763021368e-05, 8.626701181686e-05, 8.250396020726172e-05, 7.893936403083354e-05, 7.547393302628813e-05, 7.210950889882402e-05, 6.884741975512877e-05, 6.56885188642362e-05, 6.27023134414963e-05, 5.974675870310606e-05, 5.69562523999483e-05, 5.426154368115321e-05, 5.166215787032637e-05, 4.915733633599491e-05, 4.674606565091152e-05, 4.442710532003172e-05, 4.224227134318237e-05, 4.0100874057964955e-05, 3.804709049454394e-05, 3.6079013797480144e-05, 3.419462595904766e-05, 3.2391816485871394e-05, 3.0668399620405016e-05, 2.9022130167067227e-05, 2.7450717978945008e-05, 2.5927259780992712e-05, 2.450012306550589e-05, 2.3119186890634943e-05, 2.1786285838752052e-05, 2.0540427596442114e-05, 1.933995683002548e-05, 1.8202280010239936e-05, 1.7124726074707987e-05, 1.6090421481856585e-05, 1.5113038856862624e-05, 1.4189926191560984e-05, 1.3307008745168616e-05, 1.2464236167431175e-05, 1.1671268090749836e-05, 1.0925501929154204e-05, 1.021590330868107e-05, 9.541963716643716e-06, 8.91035588023526e-06, 8.311891798903198e-06, 7.745811894276016e-06, 7.211265441106081e-06, 6.712642417038014e-06, 6.24279418386239e-06, 5.800765578778859e-06, 5.389705163145858e-06, 4.999946565229321e-06, 4.638441430970808e-06, 4.296833363009916e-06, 3.977855659320613e-06, 3.6831142652946996e-06, 3.40593986819126e-06, 3.1482090039245885e-06, 2.9088813573845727e-06, 2.6850822679886938e-06, 2.4796998563551495e-06, 2.2881990152075403e-06, 2.110075056066233e-06, 1.9473041569455067e-06, 1.7951796699132642e-06, 1.6565902707879605e-06, 1.5275746777927052e-06, 1.4095524252197637e-06, 1.3009605133276323e-06, 1.2019381126469405e-06, 1.111138941576689e-06, 1.0280576084685163e-06, 9.521978943809278e-07, 8.830757360913634e-07, 8.20221712101764e-07, 7.631830672284148e-07, 7.115253128614209e-07, 6.645639824749142e-07, 6.22474299423235e-07, 5.843682680669366e-07, 5.499684005572172e-07, 5.191656499736473e-07, 4.916355646677164e-07, 4.669506986980341e-07, 4.4487816389654483e-07, 4.252911270628961e-07, 4.078577925304883e-07, 3.920937267440169e-07], 'MSE': 23228.27000476759, 'R_2': 0.8315160033485559, 'U_norm': [-152.0799938365826, -7.880904124366354, -0.008276462735240868, -0.03349385020076653, -0.04681776026123385, -0.049773980963563155, -0.05994299149104727, 35.47574142802787, 84.81637227929401, 48.496363266909846, -0.07080896006089497, -0.06847048802404573, -0.06469380699281402, -0.05958798152370927, -0.05309212471692164, -0.04673601207718744, -0.039788752753091135, -0.029698016007954055, -0.01930242679410519, -2.261787159001996, -4.979277026790884, -0.06577706299996662, -0.00624191494275006, -0.0024230672733974905, -0.0006812646737526552, 0.0006905733407359064, 0.001970651714132875, 0.0030030390952585743, 0.0038651770894045814, 0.004607627830152758, 0.005257987921501864, 0.005826471899809478, 0.0063119615941698536, 0.006707578488594009, 0.007005136616204693, 0.007198405907134886, 0.007284881958659193, 0.007274039008336511, 0.00713220363714032, 0.006944117620728834, 0.006717116504978483, 0.0063940022926883226, 0.005968229994901462, 0.005523250852441473, 0.005089501010252689, 0.00463275230256969, 0.0041872939367481425, 0.003767079956014918, 0.00334891868300852, 0.002944396500898186, 0.002570794550933417, 0.002230100122583114, 0.001917929782197765, 0.0016344300875224993, 0.0013790810012850314, 0.0011508561838014853, 0.0009483602371970419, 0.00076994377832044, 0.0006137982944646055, 0.00047803320961858117, 0.00036073764671973904, 0.00026002919052674596, 0.0001740916548537538, 0.0001012035320964265, 3.975850828959763e-05, -1.1720812136517627e-05, -5.457500091909355e-05, -9.000486616806783e-05, -0.0001190726971385631, -0.0001427069584070145, -0.00016170973111150064, -0.00017676623059579246, -0.00018845576780954383, -0.00019726357013408964, -0.00020359293627795908, -0.000207777270078528, -0.0002100916129407819, -0.00021076337657091214, -0.0002099820563614047, -0.0002079077821853389, -0.00020467863320559342, -0.00020041670438262918, -0.0001952329631294478, -0.00018923097609564125, -0.00018250961480029997, -0.0001751648692973819, -0.00016729090777017834, -0.00015898052302946883, -0.00015032510170314518, -0.00014141424310798345, -0.00013233514217375687, -0.00012317183515456705, -0.00011400439200734245, -0.00010490812241121806, -9.595284697777697e-05, -8.720227114349434e-05, -7.871348602508356e-05, -7.053660947608686e-05, -6.2714571992115e-05, -5.528304440910516e-05, -4.827049925323229e-05, -4.169839349565204e-05, -3.558145777141558e-05, -2.992807580505316e-05, -2.4740736873658923e-05, -2.0016544502128755e-05, -1.5747765075408646e-05, -1.1922401166277352e-05, -8.524775759758647e-06, -5.536115084861582e-06, -2.9351194201686385e-06, -6.985130076806169e-07, 1.198434383191574e-06, 2.7814200704703476e-06, 4.076659721733302e-06, 5.110480646790302e-06, 5.908958969400154e-06, 6.497601964559545e-06, 6.901075519378736e-06, 7.142976026051685e-06, 7.245645507295487e-06, 7.23002780083003e-06, 7.115563418093962e-06, 6.9201202864733366e-06, 6.659957018482912e-06, 6.3497156272329506e-06, 6.002439961165862e-06, 5.6296165649998375e-06, 5.241234267529427e-06, 4.845859301065562e-06, 4.450722437125595e-06, 4.061815245522533e-06, 3.683992536264105e-06, 3.3210783095928344e-06, 2.975973043905889e-06, 2.650760156724916e-06, 2.3468098660439624e-06, 2.0648791118417416e-06, 1.8052062127330015e-06, 1.5675993686433737e-06, 1.3515183604049861e-06, 1.156148923550143e-06, 9.804694941849652e-07, 8.233103405942346e-07, 6.834050310069436e-07, 5.594344891891483e-07, 4.5006399471089287e-07, 3.5397331868318983e-07, 2.698808426314492e-07, 1.965618888089918e-07]}, 'iteration_27': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24367.993821740256, -1659.92689571773, -0.3362730305849454, -3.666764013137407, -6.282065429539233, -6.921271568659775, -8.83654336244059, 6436.258545685806, 13669.975201026893, 7367.972426782994, -11.302281438446501, -10.741681754730605, -9.725601696285462, -8.271578852740001, -6.418082504868165, -4.507715401661103, -2.4302959066206142, -0.06426514010076312, 1.8179432758346048, -495.2626515416731, -734.1036171890921, -27.48032682713011, 4.569414015372701, 4.261456245238881, 3.845501493720037, 3.3354143512143017, 2.836886673924896, 2.3698253729404453, 1.9742645319646086, 1.669231747252018, 1.4563004438107685, 1.3245676825111061, 1.2559045346272828, 1.2296143689557637, 1.2259908285074756, 1.2286226561583642, 1.2255072314964672, 1.2104252102480242, 1.173223311827432, 1.1275932315252903, 1.0721591543128905, 1.0004075041938398, 0.9127254560961293, 0.8250045488448958, 0.7425535597911517, 0.6603474589746359, 0.5854959394913501, 0.518738686170708, 0.4565956034463182, 0.40013722596257734, 0.3513982573409043, 0.3093588718509139, 0.27252453600125903, 0.2400938819310424, 0.2113010061109012, 0.18546236150753945, 0.16200312873481124, 0.14046698913204114, 0.12051343371847452, 0.1019065179425642, 0.08449848214124615, 0.06821103643894931, 0.05301645326073938, 0.03891998780962868, 0.025944596915935366, 0.014118470300456975, 0.0034655315824084114, -0.006001195115800193, -0.014283633171199094, -0.02140050095011098, -0.027387390713808496, -0.03229551531541882, -0.03618953234831913, -0.03914480946048002, -0.04124443701524957, -0.04257623312066661, -0.043229925418830924, -0.04329463814601662, -0.042856763743216425, -0.041998256851943895, -0.040795355533837195, -0.0393177094232934, -0.03762787689587871, -0.035781142302188415, -0.033825598476616994, -0.03180243852447775, -0.029746402683988295, -0.027686330520033064, -0.02564577452363913, -0.02364363800195569, -0.021694807280209776, -0.019810755052736776, -0.018000098355901925, -0.016269100346954838, -0.014622110154153461, -0.013061939027688419, -0.011590174437052755, -0.010207435979022886, -0.008913578844822195, -0.007707851468074671, -0.006589014548959801, -0.005555428612507082, -0.00460511700892951, -0.0037358105715454685, -0.002944979484697023, -0.0022298569936802766, -0.0015874587710949233, -0.0010146007799169369, -0.0005079178020872694, -6.38839487783386e-05, 0.0003211640570148659, 0.0006510006129768866, 0.0009294821523054158, 0.001160515762448913, 0.0013480261753210068, 0.0014959220219011426, 0.0016080622081265793, 0.0016882233068896385, 0.0017400687884702591, 0.0017671208173895615, 0.0017727352088817102, 0.0017600800037031491, 0.001732117983862626, 0.0016915932966770292, 0.001641022202980348, 0.0015826879011480064, 0.0015186391943673772, 0.0014506927448412212, 0.0013804385700097036, 0.0013092483498454764, 0.0012382861500998944, 0.0011685210950306165, 0.0011007415370443481, 0.0010355703029845443, 0.000973480624187136, 0.0009148123268944543, 0.000859788006149507, 0.0008085288345550525, 0.0007610698011865779, 0.0007173741295484467, 0.0006773467444639155, 0.000640846659025894, 0.0006076981595970672, 0.0005777008025752892, 0.0005506381410048973, 0.0005262852269852077, 0.000504414915921084, 0.0004848030222763315, 0.0004672323951306921, 0.000451496037682801], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [157.7446250130161, 8491.611113757615, 3214.6039158923204, 857.0548475023312, -1.4092486998775262, -272.1694774045395, -326.03080976200255, -304.9628659671438, -262.2597381358943, -217.19163731351517, -176.16461650926044, -140.77011966499063, -111.10377463405383, -86.37176383569073, -66.09221835832308, -49.446426348298345, -35.8796931766222, -24.970198871766083, -16.187818998440765, -9.17176677474038, -3.6131807157476965, 0.7247628926540556, 4.120688841691252, 6.712394896228527, 8.68717079804119, 10.153517037378784, 11.216432267530973, 11.961561128657483, 12.46059004726814, 12.765097322560571, 12.921071081485096, 12.962936996632248, 12.919116788011829, 12.811984547877266, 12.658350741438584, 12.471424008292699, 12.261457992475131, 12.036325537543105, 11.802000476850258, 11.561834480856044, 11.321394347279186, 11.080866247029103, 10.843087345186689, 10.608234033207012, 10.378164171577712, 10.152436485894423, 9.931431899292512, 9.715369978868353, 9.505165358199799, 9.299174865210551, 9.09820623506766, 8.902177964564133, 8.7102996444682, 8.523187972572302, 8.340706358777778, 8.161513046571349, 7.984464226863422, 7.815221788771153, 7.647396930525264, 7.486270833656904, 7.321621202397621, 7.168287182029773, 7.011749672937923, 6.86136524766371, 6.712574448732277, 6.569505384870629, 6.427948032676176, 6.28801274681759, 6.149797191813764, 6.01338722915122, 5.882157303293684, 5.752621322824968, 5.6248484207573535, 5.501841527831099, 5.37765472026348, 5.258116707762909, 5.140332172387904, 5.024341570054577, 4.910178648222924, 4.797870933274859, 4.6874401934487535, 4.581077172394561, 4.474363934244774, 4.369565747384502, 4.266685407568367, 4.167591857907451, 4.068471405056197, 3.9712584096064374, 3.8759423120540113, 3.782509966294208, 3.6893970641800484, 3.599740652873228, 3.5104770378792023, 3.4245102454308523, 3.3376629269153235, 3.2540538864556847, 3.1722697025680415, 3.091089929797929, 3.010615081200057, 2.933138829546506, 2.856374028001929, 2.780401372567031, 2.70627589057821, 2.6339511854401496, 2.5624707098485393, 2.4927682064401315, 2.4239514137165883, 2.3560677603553697, 2.2899401982361276, 2.224763956008168, 2.1605727043530782, 2.09809156361806, 2.03659544104708, 1.9761069101629085, 1.916644483255279, 1.858819901062095, 1.8014276899418733, 1.745649035822498, 1.6903627714032476, 1.6366570815196204, 1.583489589305031, 1.531862760023234, 1.4808077300523805, 1.4308102129924867, 1.3818622892073353, 1.3335495847174557, 1.2862973297269253, 1.2400918192212553, 1.1945583021603468, 1.1500690293129487, 1.1066062173007754, 1.0635112346691775, 1.0217626698458782, 0.9804151723517897, 0.9400855040423733, 0.9004766424438864, 0.8615968475040253, 0.8234520788242702, 0.7860461852932527, 0.7496145209300642, 0.7136812852125434, 0.6784879208984927, 0.6440315396596437, 0.6101088205685608, 0.5769290944457318, 0.5444850419351666, 0.512768466909429, 0.48160066162982307, 0.45099192846679165, 0.4209504561713323, 0.3916329094370085, 0.36288140403185504, 0.33469941676388126, 0.30708890024475155, 0.2805626275072574, 0.25419816305779164, 0.22768561481538674, 0.20224124987860845, 0.17780409237722136, 0.15327188546753995, 0.12971924770065074, 0.10612733611230334, 0.08256031564094933, 0.06084814913716973, 0.039127399147558466, 0.017452922329715573, -0.003341656596210858, -0.024058080627346667, -0.04465136961208875, -0.06369969216069638, -0.08332459386206918, -0.10213455332856053, -0.12017622061509532, -0.1380774402947084, -0.155807061899686, -0.17333677209226198, -0.19012771853258587, -0.20622224051153468, -0.22213174183264126, -0.23783426399279817, -0.25331006934800765, -0.26812748526271346, -0.2827208480315711, -0.2970747298631242, -0.31117550981185377, -0.3246642493469886, -0.33790827516924204, -0.3508972085093787, -0.3633185574031538, -0.3757854316166813, -0.38769672753483125, -0.39934940865760504, -0.41073800783794184, -0.4218580967337476, -0.4324757458577487, -0.44305997029126437, -0.45315771607657057, -0.46319739280573546, -0.47276805956032897, -0.48226042123916874, -0.4913023349058598, -0.5002495701648488, -0.5087656516325344, -0.5171740416031518, -0.5253127374651804, -0.5330501469492306, -0.5406657466292419, -0.5480214330951892, -0.5552362762537955, -0.5620779902852124, -0.5687757051189596, -0.575219342261996, -0.5814141032700054, -0.5874528930816687, -0.593243709603385, -0.5987925297986543, -0.6041789782607788, -0.6093267993790548, -0.6142424342537469, -0.6189936600685114, -0.6235178645275581, -0.6278758224172233, -0.6320638007643583, -0.6360314707268296, -0.6398302213108165, -0.6434168230603535, -0.6468368297176788, -0.6500890270568539, -0.6531727321435102, -0.65605730108246, -0.6587782414940629, -0.6613616855338299, -0.6637310219566809, -0.6659646868337386, -0.6680383054544556, -0.6699535736562077, -0.6717124457026742, -0.6733171063599339, -0.6747699446449833, -0.6760845033524222, -0.6772400944067166, -0.6782602012389041, -0.6791438165925731, -0.6798794270148322, -0.6804827955024452, -0.6809539349109319, -0.6812890455026244, -0.6814982822661818, -0.681579278398357, -0.6815352424897309, -0.681369184957856, -0.6810803023508017, -0.6806744299716058, -0.6801518815550188, -0.6795147846410236, -0.6787654313704081, -0.6779062573624904, -0.6769398218845255, -0.6758687893057562, -0.6746959118178408, -0.6734162218468651, -0.6720395629611959, -0.6705603591152977, -0.6689895358864845, -0.6673209563725373, -0.6655664376527914, -0.6637094716605806, -0.661782060102887, -0.6597364839130271, -0.6576472687580672, -0.6554121348833378, -0.6531397347098147, -0.650834863014257, -0.6483901391894874, -0.6459190709907054, -0.643311949461129, -0.640684722517229, -0.63792594159473, -0.6351532949299964, -0.6323702746835395, -0.6294636437865436, -0.6264358325103203, -0.623406161266817, -0.6202610454855699, -0.6171198291277903, -0.6138690763394434, -0.6106277003513004, -0.6072827762227007, -0.6039523893156626, -0.6005244454840453, -0.5970025912256124, -0.5935031242821975, -0.5899158191633866, -0.5863553316188935, -0.5827129086750871, -0.5789923840711635, -0.5753055791092024, -0.5714395316498729, -0.5677186695834763, -0.5638262859875233, -0.5599765816628909, -0.556067570406727, -0.5521030204873278, -0.5480866841870957, -0.5441207878702332, -0.5401079122176125, -0.5360516234175754, -0.5319554395948358, -0.5278228220056087, -0.5237490735489092, -0.5195523334363406, -0.5154182983248995, -0.5112582015937858, -0.5070751040172059, -0.5027869026918877, -0.49856802216539253, -0.4943348091204162, -0.49008996978930985, -0.48583611632975376, -0.4814975618063843, -0.47723449119915223, -0.4728941863230908, -0.46863116147620765, -0.46429794084321074, -0.4599719987551523, -0.4556552375377912, -0.45134946343356, -0.4469888998823791, -0.4426452361823704, -0.4383199520893152, -0.4339508149335552, -0.4296052607348857, -0.42528445181493174, -0.4209894687735108, -0.41660398317578995, -0.4123084862050825, -0.40798762422568613, -0.4036456240353709, -0.3993404661862095, -0.3950198330865324, -0.39073913981489233, -0.38644812553673946, -0.38219971833236666, -0.3778973006856371, -0.3736418704502803, -0.3693870642028985, -0.36518100372045353, -0.36093503165582475, -0.35674119692104106, -0.3525146174247832, -0.3483430556097317, -0.3441452919641568, -0.3400049429683734, -0.3358827645007144, -0.33174308561818205, -0.32762694719085805, -0.32353591923849473, -0.319471458116711, -0.31540082825758475, -0.3113942531155248, -0.3073530400861392, -0.3033462981545571, -0.29937487354722503, -0.295409398108228, -0.2914821591749452, -0.2875650484957151, -0.28366067623674024, -0.2797987274715034, -0.2759263323883516, -0.27209944625145704, -0.2682928669048031, -0.26450848663506293, -0.260748061003079, -0.25701321401688576, -0.25328271435255256, -0.2496039845390495, -0.24593339106812165, -0.2422947719234965, -0.23866868358526455, -0.23507755292911273, -0.23150276820496654, -0.2279654166077223, -0.22442932966509915, -0.2209515386741986, -0.21744398721352917, -0.21401410274591584, -0.21067570660696158, -0.20726468151850427, -0.20379036852097157, -0.2005645445334072, -0.19727591308622064, -0.19393288541534084, -0.1906828364453022, -0.18738625558631528, -0.18418222491104055, -0.18106670064514582, -0.1779113793264261, -0.17484392457329123, -0.17174289616052224, -0.16861452893506923, -0.16557565502621147, -0.16262230573067402, -0.15964592173312386, -0.15665180621480546, -0.15374378439503011, -0.15082201242368345, -0.14789111556999132, -0.14504586403257072, -0.14228239787517347, -0.1394264497776656, -0.13673775542270525, -0.1339641284361145, -0.13127226259626967, -0.12858272370786544, -0.1258986499383451, -0.12329421835746152, -0.12069662524983296, -0.11810854414616201, -0.11553246340061546, -0.11303377451412355, -0.11054769161672302, -0.10807631426719777, -0.10562158201660202, -0.10324108242051265, -0.10082312493957439, -0.09847921137697055, -0.096155026198696, -0.09385192661798535, -0.09157114605877578, -0.08931380000303542, -0.08708089184508441, -0.08487331871247684, -0.08269187721854562, -0.08053726911684564, -0.07841010683244883, -0.07631091884935386, -0.07424015493717515, -0.07219819120378784, -0.07015059306782687, -0.06816818455516854, -0.06618271152260367, -0.06422894122497293, -0.062306851312892986, -0.06041637562697072, -0.05855740787737279, -0.056702148205679766, -0.054879856590097593, -0.053064353454921075, -0.05128288331772794, -0.04953501687462557, -0.047796891004227474, -0.04609299905254766, -0.04442279230732493, -0.04274336450730287, -0.04111976991028353, -0.039489901772265947, -0.03791444998340004, -0.03633527863973673, -0.03479113024181146, -0.0332639293734238, -0.03175461822982733, -0.03028014076893311, -0.02882404532307221, -0.027387042568860705, -0.025969759158319918, -0.024572742510999307, -0.023196465524274002, -0.02185438628875586, -0.020520277406516584, -0.019207939850317376, -0.017917592862192896, -0.01664940279608786, -0.015392561712268826, -0.014169376602304749, -0.012958388576968904, -0.011760674189174137, -0.010596105112599492, -0.009445292923899711, -0.00830907921122302, -0.007196681488812998, -0.006099685241815899, -0.005026567610683656, -0.003969432461418504, -0.002928776763324514, -0.0019120562925323834, -0.0009053234463808421, 7.730481927435069e-05, 0.0010425784781222384, 0.0019902734950418364, 0.00292602462881026, 0.003837862474793309, 0.004737113866583225, 0.005617941323332508, 0.006480352306665118, 0.007329169969070505, 0.008159310517391773, 0.008975309375630776, 0.00977254143001617, 0.01055526677922204, 0.011323201412761618, 0.012076111748865602, 0.012821037922640935, 0.013529217500217421, 0.01424304694216495, 0.014928026144290568, 0.015616362061612946, 0.016276380666465112, 0.01690961540399448, 0.017544542639391897, 0.01815326912910118, 0.018762050113298873, 0.01936909307477175, 0.019927262819480825, 0.020506268080946605, 0.021060040639728956, 0.021589984725932543, 0.022116487521086553, 0.022620055703241923, 0.02311939597231979, 0.023613385885398703, 0.02408511298166469, 0.024535823967247558, 0.024995686509352934, 0.025420344755134796, 0.02585248514637557, 0.026264340338133737, 0.02666903813104144, 0.027054558488433827, 0.02743285000302473, 0.027803368618552496, 0.028155816773679638, 0.028509898802814952, 0.028837209744131436, 0.029165373682302164, 0.029476770044589883, 0.029779946717210837, 0.030074636962099135, 0.030360616345247202, 0.03063770023429449, 0.030899680270504597, 0.03115318359890925, 0.03139809042536396, 0.03163431179378992, 0.031861787392732474, 0.032080483413559346, 0.03229039047158397, 0.03248754420018588, 0.03268018444839566, 0.032860633637708435, 0.033036171102644354, 0.03320315103643631, 0.03335883845587595, 0.03350921178677624, 0.03365134916699558, 0.03378538195599107, 0.03391144976890613, 0.03403162052694508, 0.03414204757585707, 0.03424658714976733, 0.034343502851663606, 0.034432981583300756, 0.03451521165119045, 0.03459145947600507, 0.034660602680586426, 0.03472369516173716, 0.03477988409433548, 0.0348293904505249, 0.03487297334354875, 0.03491012328947453, 0.03494142911783824, 0.03496658350768742, 0.03498601964965812, 0.03499960912400156, 0.035007643391616924, 0.03501014904362154, 0.03500723260193694, 0.034999002102260104, 0.03498551633752705, 0.03496684585662666, 0.034943348302879096, 0.034914606516247296, 0.03488131166851142, 0.03484328493596734, 0.034800190011562857, 0.03475298395058122, 0.03470137783491628, 0.03464495352676919, 0.034584879885780906, 0.03452018417876736, 0.03445153638176239, 0.034379070435380736, 0.03430226568149589, 0.03422187564274112, 0.034138039427849126, 0.03405019055516051, 0.03395914338442052, 0.03386430724990777, 0.033765787197912546, 0.03366444316844552, 0.033559656195415316, 0.03345154090770945, 0.03334098555416533, 0.033226573850109235, 0.03310997153712189, 0.03298974616831111, 0.03286758082978085, 0.03274203245908001, 0.03261400669509482, 0.03248362644130771, 0.032351013543131725, 0.03221550610115893, 0.03207800997483814, 0.031937866693015335, 0.03179597656465946, 0.0316516853088337, 0.03150511883557029, 0.03135640278241914, 0.03120792656532898, 0.031057515301573784, 0.030900829629216326, 0.03074546931685382, 0.030584176944137315, 0.030424422121361958, 0.030266234889990685, 0.030102558354297523, 0.029940639517600322, 0.029773568643983235, 0.02960843405936766, 0.029438480867706087, 0.029270629483721815, 0.02910487289546754, 0.02892819582989698, 0.02876034231545523, 0.02858205563199302, 0.02841254483717828, 0.028233079218468828, 0.028056271391344728, 0.02788208165247311, 0.027704596320070968, 0.027524041343966566, 0.02734632673072301, 0.027165801211357473, 0.026982680120142835, 0.026802586348571328, 0.026620131888822045, 0.02644074946143913, 0.026254084805770576, 0.02607575223107377, 0.02589051901651102, 0.02570370939706699, 0.02552028416599728, 0.02533545686707401, 0.025154005143103057, 0.024966786962169422, 0.02478309390428809, 0.024598470498886818, 0.024413064935917078, 0.0242270199179337, 0.024040472589224114, 0.023857578186571814, 0.02367033440791571, 0.0234868315760123, 0.023299376404514703, 0.023115731821911446, 0.022932140188327416, 0.022745144187423374, 0.02256203193807814, 0.022379261463780293, 0.02219357877215829, 0.022008547776634867, 0.021827441270455127, 0.021643860980568867, 0.021461140749450883, 0.021279340818500626, 0.021095585818143307, 0.02091585455504737, 0.02073439455240921, 0.020554177992114387, 0.020372561599803576, 0.02019499973350667, 0.020016219784009127, 0.01983642231485143, 0.019658245348918565, 0.01948170328130931, 0.019304472002135364, 0.019129003979122053, 0.018953073376618126, 0.01877901413347719, 0.018604695320315598, 0.018430260155627477, 0.018257872045109494, 0.018085535034832553, 0.017913372495854875, 0.017743387692051287, 0.017573712681441544, 0.01740445272159505, 0.017235706607773998, 0.017067566862490228, 0.016900119935176598, 0.01673507662082459, 0.016569211574899448, 0.016404265232852433, 0.016240301875399224, 0.01607738078686124, 0.015915556475457403, 0.015754878891978682, 0.015594024182115881, 0.015434471229994298, 0.015276255069941583, 0.015118137649543914, 0.014961479690852488, 0.014805096994490822, 0.01465027561543907, 0.014495883256626376, 0.0143431351014786, 0.014190948815290946, 0.014039411425824691, 0.013888603817660515, 0.013738600965201065, 0.013590453575117479, 0.013442237382112435, 0.013295018401039521, 0.013149757753937624, 0.013004666127263084, 0.012859858606414351, 0.012717119712002383, 0.012574785090166428, 0.012433746414043713, 0.012293256278937206, 0.012154153532132962, 0.012015722731825468, 0.011878037812258593, 0.011741167022485288, 0.011603817995170433, 0.011470113868526775, 0.011339896031439803, 0.011206756412737058, 0.011071046574715618, 0.010944945595907274, 0.01081051897217417, 0.01068538337096521, 0.01055800351929446, 0.010428673298245483, 0.010302844268218321, 0.010175328254444197, 0.010051278568868536, 0.009930541047791272, 0.009808332115972028, 0.009684885337207884, 0.00956480808321778, 0.009443681903346348, 0.009325860692663987, 0.009207158640891106, 0.009091690424776056, 0.008975490532703984, 0.008862448129016253, 0.008748806105484775, 0.008634724292660045, 0.008520353687481923, 0.008409158038324866, 0.00830099375108484, 0.008189436610905362, 0.008080987554274714, 0.007975505669179277, 0.00786707635414044, 0.007761669255844489, 0.007656415433043446, 0.007551410729012434, 0.007449324848881697, 0.0073450066854943395, 0.007243625686271283, 0.007145047798057097, 0.007044535747824146, 0.006944593369866549, 0.006847456579348454, 0.006748766090744588, 0.0066528666385308535, 0.0065576325405062655, 0.006463109902624504, 0.006369340764916643, 0.006276363307993177, 0.006184212056868356, 0.006092918081083281, 0.006000828187609607, 0.005911376856470136, 0.005822855854183748, 0.005735284354148678, 0.005647181677429085, 0.005560145032175908, 0.005475594943172146, 0.005390672539708309, 0.005305504083484272, 0.0052227952485135315, 0.005139918959790956, 0.0050582039648462, 0.0049776455013347196, 0.004897087137346222, 0.004817739121323968, 0.004738506208163525, 0.0046605243168332195, 0.00458377833889515, 0.004507260694602438, 0.00443200536789947, 0.004357058703273269, 0.0042824839322991755, 0.004209219668997041, 0.004136387440873039, 0.004064867719111157, 0.0039938298982108425, 0.003923319496254606, 0.0038533782778689997, 0.003784778784057668, 0.003716064917999678, 0.003648716189804899, 0.003582028469714937, 0.0035160290627881405, 0.003450742511076643, 0.0033855796226339454, 0.0033218006814198066, 0.003258792642423707, 0.003196013614068706, 0.0031340675764421925, 0.00307296408119976, 0.0030127109513546878, 0.0029528230779883712, 0.0028938268849018544, 0.0028357242934916307, 0.0027780691118066514, 0.002720902768765857, 0.0026646823814256548, 0.002609402917693914, 0.002554272205687925, 0.0025001197068711526, 0.002446567324618414, 0.002393640223475552, 0.0023413610107686353, 0.002289749874417749, 0.0022391479259736566, 0.002188913974352779, 0.0021393957869286413, 0.00209060517954757, 0.0020422692369638086, 0.001994697960115726, 0.0019478972845805007, 0.0019016160720682115, 0.0018561302283395373, 0.00181120213639054, 0.0017668560007458821, 0.0017231135359469351, 0.0016806395218182388, 0.0016383457022132416, 0.0015954902035384725, 0.001556083273113773, 0.0015142445875828976, 0.0014757115574980672, 0.0014350044512364372, 0.0013974594951432504, 0.001359592077398179, 0.0013215129706756576, 0.0012863283572955722, 0.0012494644905183012, 0.0012139678061100594, 0.0011797704901759243, 0.0011455155584274856, 0.00111253084591882, 0.0010795551952402695, 0.0010466644670326845, 0.001015036692940809, 0.000983543202031164, 0.0009532707771955833, 0.0009241580243716753, 0.0008942550295824173, 0.0008655461433252968, 0.000837970255310494, 0.0008097962591107622, 0.0007835796012273482, 0.0007568531823816157, 0.0007312297047236561, 0.0007059443604916779, 0.0006810313791352159, 0.0006571700780683969, 0.0006336838925311869, 0.0006106000212357519, 0.00058851111910196, 0.0005668202975829494, 0.0005455487244437974, 0.0005247150399154312, 0.0005043354632225405, 0.0004848764134488342, 0.00046542350955988855, 0.0004468722424907992, 0.0004287798847484402, 0.0004111543441723781, 0.0003940017603325681, 0.0003773266106916804, 0.00036113181576909344, 0.00034572537194594585, 0.00033047902722573415, 0.0003157140986622388, 0.0003014282785612299, 0.00028761819525205287, 0.00027427950308404447, 0.0002614069689428718, 0.00024899455516468137, 0.0002370354987657403, 0.00022533268131346625, 0.00021426782476488963, 0.00020346252058839936, 0.00019293633910011964, 0.0001830071884803603, 0.00017335284577066102, 0.0001641206377012085, 0.00015529802431856504, 0.00014675403550587986, 0.0001386086395728989, 0.00013084813771710872, 0.0001233609367493236, 0.0001161519496053883, 0.00010931036315541727, 0.00010282121131868131, 9.65946035643467e-05, 9.063106741737987e-05, 8.49954565979362e-05, 7.961144341796379e-05, 7.447687260384793e-05, 6.958864571064123e-05, 6.499203640198837e-05, 6.062607230490834e-05, 5.648601529078681e-05, 5.26058356368477e-05, 4.889814041286408e-05, 4.5432709685968136e-05, 4.213301528296586e-05, 3.90285058274199e-05, 3.613841360290449e-05, 3.340046166981896e-05, 3.0835858026794924e-05, 2.8437080351493524e-05, 2.61777845821949e-05, 2.4089660514107472e-05, 2.2129010432798462e-05, 2.0292593669340628e-05, 1.8602921156133636e-05, 1.7013027133984097e-05, 1.5554850799139383e-05, 1.4188390096302088e-05, 1.2930133301497424e-05, 1.176489323840892e-05, 1.0695528090412205e-05, 9.70877227707418e-06, 8.800248788891332e-06, 7.965574479291573e-06, 7.200395107255777e-06, 6.500416119023862e-06, 5.861429319458238e-06, 5.279335619622375e-06, 4.747101329245077e-06, 4.267361446287956e-06, 3.830591938560804e-06, 3.434114527059068e-06, 3.0771534683846666e-06, 2.756402882526437e-06, 2.4672790704341397e-06, 2.2074015701782765e-06, 1.9756023026272943e-06, 1.7682480249186822e-06, 1.5798058952379597e-06], 'MSE': 22835.68861670222, 'R_2': 0.8343635542534942, 'U_norm': [-154.47749084392927, -10.52287454234569, -0.0021317558754837397, -0.02324493794646863, -0.039824275727073664, -0.04387643370223213, -0.05601803153551172, 40.80176143484163, 86.65889709268498, 46.708231355559704, -0.07164923342460218, -0.06809539008641688, -0.06165409257651998, -0.052436517993081536, -0.040686536964598986, -0.02857603173166811, -0.015406521210132737, -0.00040739987313368777, 0.011524597297664089, -3.139648355073539, -4.65374727326341, -0.17420769091129923, 0.02896716146948893, 0.027014906229924578, 0.024378019221938125, 0.021144393078462335, 0.017984046549023677, 0.015023176714018666, 0.012515574051400382, 0.010581861348079763, 0.009232013111973207, 0.00839691168440477, 0.007961631255653367, 0.0077949684250356, 0.007771997496837004, 0.007788681600371215, 0.007768931801179549, 0.007673321435535262, 0.007437485200320992, 0.007148219684101387, 0.00679680309980382, 0.0063419435428215916, 0.005786095454494075, 0.005230001023994263, 0.004707314503314857, 0.004186180417386582, 0.003711669671848003, 0.0032884713952871752, 0.0028945240082845596, 0.0025366140155864067, 0.002227640136403957, 0.0019611373280635936, 0.0017276312043924364, 0.0015220416058459628, 0.0013395131940524552, 0.0011757127181357923, 0.0010269961909417649, 0.0008904708441020752, 0.0007639780685272108, 0.0006460221267113295, 0.0005356663169232566, 0.00043241433143962477, 0.00033609039517470583, 0.00024672782275346065, 0.0001644721457929448, 8.950206908799082e-05, 2.1969253078734204e-05, -3.8043737631227435e-05, -9.054909602174111e-05, -0.0001356654845597862, -0.00017361853541086154, -0.00020473290529918976, -0.00022941848200059596, -0.0002481530481850232, -0.0002614633435971226, -0.00026990607885820077, -0.0002740500698138425, -0.0002744603071027405, -0.0002716844635292326, -0.0002662420790881432, -0.00025861645431520046, -0.0002492491233325223, -0.0002385366662180353, -0.00022682955038507557, -0.00021443265363520444, -0.0002016071139018693, -0.00018857316206950144, -0.00017551362252869157, -0.00016257780300430214, -0.00014988553836983243, -0.00013753119840335205, -0.00012558751264702664, -0.00011410910759846406, -0.00010313568766762763, -9.269482354521765e-05, -8.280433675888054e-05, -7.347429084958198e-05, -6.470861366448314e-05, -5.6506387208585024e-05, -4.8862847031895626e-05, -4.1770136766423546e-05, -3.52178631897477e-05, -2.9193495606825758e-05, -2.368264895264798e-05, -1.8669285814450958e-05, -1.4135866737507101e-05, -1.0063472995390732e-05, -6.431919830430626e-06, -3.219873913108266e-06, -4.0498336402545397e-07, 2.035974649363647e-06, 4.12692739362109e-06, 5.89232218797819e-06, 7.3569274672088966e-06, 8.545623520707881e-06, 9.483188568248034e-06, 1.0194085604647532e-05, 1.0702255685894109e-05, 1.1030922869772993e-05, 1.1202415425962126e-05, 1.123800707608594e-05, 1.1157781171713168e-05, 1.0980519855271169e-05, 1.0723619265117496e-05, 1.0403030885103755e-05, 1.003322873220133e-05, 9.627200907849084e-06, 9.19646388816099e-06, 8.751097366457378e-06, 8.299796916200972e-06, 7.849941969517455e-06, 7.4076761541807966e-06, 6.977997120082881e-06, 6.564853190943377e-06, 6.17124435067143e-06, 5.799324880231745e-06, 5.4505058897866796e-06, 5.125555536114756e-06, 4.824695627569494e-06, 4.547693024697171e-06, 4.293945011703769e-06, 4.062557821797959e-06, 3.852417542936016e-06, 3.662253490918752e-06, 3.490693530524195e-06, 3.336311635977616e-06, 3.197667855866842e-06, 3.0733409973202647e-06, 2.961954462430756e-06, 2.8621960239086393e-06]}, 'iteration_28': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24368.798818978645, -2037.7675389125309, -4.891398524047411, -4.984523391868884, -7.408359069972603, -7.581589015363226, -9.10728946713856, 7218.45163056957, 13745.507552958292, 6930.6947087052595, -11.016923647996444, -10.869931764630259, -10.572797679535077, -10.127187853025104, -9.502689394588174, -8.858254386736146, -7.907343555961516, -6.5831969495542415, -6.245693461094264, -594.3202354578489, -645.7721042797419, -2.328788139746651, -1.8135852625336693, -1.2711984277605735, -0.6618537227344671, -0.11883152186668855, 0.38294326423007313, 0.8017615021990608, 1.1398314467432846, 1.4010126138104189, 1.5906828959025037, 1.715488025576738, 1.783007549722871, 1.8013759486151995, 1.7788992188219592, 1.7237051443862355, 1.6434607513771722, 1.5463388185849982, 1.4313949411378444, 1.319135425257715, 1.2081105693868603, 1.0930242230068106, 0.9726847654104727, 0.8617875395158426, 0.7626984698696808, 0.6684049002053756, 0.5851852378743917, 0.5114653040407504, 0.4436492740920041, 0.38235545360812995, 0.3294176810078573, 0.2838041783925509, 0.24407374662816358, 0.20954400582775518, 0.1795549936454442, 0.15348671826902835, 0.13077089966565125, 0.11089794340343824, 0.09342009387439275, 0.07795160315289168, 0.06416663722119738, 0.051795531551635736, 0.04061990690901061, 0.030467066763157618, 0.021204020177695897, 0.012731407757098624, 0.004977552116820985, -0.0021071942048693786, -0.008555672283561818, -0.014388617840162373, -0.019618778312136605, -0.024254414060584175, -0.028302176887537046, -0.031769381339326816, -0.034665702077096114, -0.037004344984485855, -0.0388027498879574, -0.04008288948743051, -0.04087123202003037, -0.0411984353823201, -0.04109883767350162, -0.040609804596535494, -0.039770988149044784, -0.03862354397460176, -0.03720934741263005, -0.03557024051082163, -0.03374733493473028, -0.031780388637973646, -0.029707268117890692, -0.02756350248943847, -0.025381931282492432, -0.02319244411509823, -0.021021807612093525, -0.018893572922225522, -0.016828055743388096, -0.014842379881326188, -0.01295057509969734, -0.011163719868698704, -0.009490120013699949, -0.007935514788360576, -0.0065033024651268605, -0.005194778417203744, -0.004009379364406555, -0.002944928352417126, -0.001997875719607416, -0.0011635321624324777, -0.0004362906435300584, 0.00019016541578796586, 0.0007226696347671538, 0.0011683972303395283, 0.001534707519023449, 0.001829004783508541, 0.002058617499936883, 0.0022306956085856987, 0.0023521251850844803, 0.0024294596922968294, 0.0024688667101418096, 0.0024760889951705423, 0.0024564185092502107, 0.0024146820921848618, 0.002355237337079697, 0.0022819772647784315, 0.002198342429237544, 0.002107339084031524, 0.002011562176699735, 0.0019132219645682212, 0.001814173198025109, 0.001715945885857348, 0.0016197767859868855, 0.0015266408984338585, 0.0014372823081131567, 0.0013522438939042544, 0.0012718954757103688, 0.001196460107894456, 0.0011260382921891618, 0.0010606299901671301, 0.001000154362475483, 0.0009444672485407143, 0.0008933764337689734, 0.000846654797358811, 0.0008040514772584127, 0.0007653012016918874, 0.0007301319503791133, 0.0006982711330617035, 0.0006694504613431609, 0.0006434096879052233, 0.0006198993817855275, 0.0005986829100290698, 0.0005795377457978518, 0.0005622562522178414], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [154.8914701825754, 8534.69417898445, 3205.313458051089, 838.4055594842437, -16.119472297648745, -281.72295428023256, -331.77086459837824, -308.2302452306215, -263.97626217584894, -217.93801337480582, -176.3025624180557, -140.528027094466, -110.62976429515966, -85.76035664729041, -65.40478177758241, -48.72027536167382, -35.13638960275916, -24.220542714469378, -15.43544172673682, -8.415949825591275, -2.8507815378298007, 1.4978470209610335, 4.908805479249735, 7.5191883711818415, 9.515655418391127, 11.005542593142449, 12.092753887106582, 12.861890834955362, 13.383835106844971, 13.709217595114232, 13.883482303990561, 13.940447031976824, 13.908263194396596, 13.809029282565154, 13.659509463183259, 13.472900275374842, 13.25953384342103, 13.027434834499967, 12.782785610641042, 12.52911806283519, 12.272404672163626, 12.012977983089556, 11.754048886713425, 11.49599148865378, 11.241050695983054, 10.988956201274982, 10.740347594968949, 10.495689655286984, 10.256242004129119, 10.020341538921025, 9.789105097643546, 9.562626423913821, 9.340162009868614, 9.122583148945047, 8.909876672229357, 8.700605310475602, 8.49354171964975, 8.295414467957725, 8.098837373196947, 7.910073787512485, 7.717217739216798, 7.537707568224863, 7.35459569839753, 7.178874556341318, 7.005249649035966, 6.838563364095465, 6.673929739888169, 6.511503291791328, 6.351419260194563, 6.193794771835516, 6.042528403915026, 5.893597429322144, 5.747088552803177, 5.60643495430911, 5.464839232167462, 5.328946783272824, 5.1954490611133535, 5.064387406656309, 4.9357935194057045, 4.809690251565362, 4.686092367090512, 4.567429037714776, 4.448759696081194, 4.332602481826822, 4.218946510920334, 4.109831665424414, 4.001043813069799, 3.894700879089017, 3.7907754143275434, 3.6892370041827536, 3.5883777046495013, 3.4915790037461663, 3.395516051871912, 3.303297790229607, 3.2104332788841505, 3.1213170761743054, 3.0344192486019166, 2.9484329848421518, 2.863460213545663, 2.7819064245762326, 2.701347792396465, 2.6218634126807876, 2.5445460686031076, 2.4693316999684707, 2.395214695770253, 2.323152606467461, 2.2522122337330197, 2.1824356162789256, 2.114658011362802, 2.048043961926046, 1.9826207300066883, 1.9191170476724015, 1.8567857830561414, 1.7956426980007922, 1.7356992976913481, 1.6775626018576364, 1.6200134648040176, 1.564229333771775, 1.5090818028534343, 1.4556494286807589, 1.4028881434564289, 1.3517860111049065, 1.3013772236406707, 1.2521364419472611, 1.2040492555492321, 1.1567035878923113, 1.1105111859487284, 1.0654522573875567, 1.021156411625467, 0.9779809041540031, 0.9359024117653441, 0.8942796234911545, 0.8540529721845932, 0.8143067697187234, 0.775630251730389, 0.7377338784722838, 0.7006218658362988, 0.6642961925931932, 0.628756804864766, 0.5942228286981271, 0.5602395784521796, 0.5270325063826768, 0.4945952358779244, 0.46273339007425374, 0.4316406006152177, 0.40130638668222085, 0.3717195248775198, 0.3427103487874775, 0.314286023629005, 0.2864516713306008, 0.25934944422086964, 0.2328303911148083, 0.20689520304424777, 0.18154314058295953, 0.15724090754700126, 0.13314054791162708, 0.10895970657417914, 0.08580580240616131, 0.06361791330984509, 0.04139337082442989, 0.020103909685354804, -0.0011733831638339194, -0.02237970290651337, -0.04187324335246325, -0.06133174866061186, -0.08070539505504626, -0.09925102888076007, -0.1176857645173975, -0.13596939708943462, -0.15284377655025944, -0.17019045410663053, -0.18677944560149595, -0.20265585462886135, -0.21837415039721764, -0.23390723111116737, -0.24923071392471347, -0.26387566026177617, -0.2778825256380974, -0.2916983003218509, -0.30530445070410805, -0.3186845308648124, -0.3314672778867145, -0.3440293307659292, -0.3563581724601962, -0.36844295245370223, -0.37997795419238223, -0.39127917634790316, -0.4023386452833434, -0.41289206653572685, -0.42346129693720197, -0.43353764901717634, -0.44337409005924605, -0.45296695786724844, -0.4623135017649243, -0.47121872378764984, -0.48007697975224783, -0.4885100375078891, -0.49687668358409437, -0.5048354137064177, -0.51271213354802, -0.5201989953538705, -0.5275915747817835, -0.5346128015156533, -0.5415303271688229, -0.548211408314177, -0.5545493352291374, -0.5607739488996104, -0.566772904648606, -0.5726438852415693, -0.578198752661936, -0.5836244241469987, -0.588832282916955, -0.5938273755627594, -0.5986851770725069, -0.6033322341336768, -0.6077741473565077, -0.6120752064606749, -0.6161750601485965, -0.6200795943198063, -0.6238431678662084, -0.6274166936992926, -0.6308486891541745, -0.6341365246650088, -0.6372411976726687, -0.6402034284553333, -0.6429900002252772, -0.6456367981243769, -0.6481431846889861, -0.6505089434843679, -0.6527110585092826, -0.6547771309281064, -0.6567271297962725, -0.6585037298890318, -0.6601662648506685, -0.6616967177026, -0.6630966860450718, -0.6643679595695037, -0.6655124973309757, -0.6665324065455258, -0.6674373915439152, -0.668213687596632, -0.668877612272349, -0.6694284994848188, -0.6698598856498579, -0.6701818747017666, -0.6703945843479553, -0.6704976666635503, -0.6704954278048123, -0.6703886393741872, -0.6701786362562439, -0.6698691594491423, -0.6694570519413069, -0.6689495675498841, -0.6683457072701825, -0.6676471919611293, -0.666855866124674, -0.665973681515169, -0.6650026818272485, -0.6639449884449149, -0.6628027872265778, -0.6615708530562702, -0.6602582721401514, -0.6588593299218043, -0.6573839622507502, -0.6558260044797634, -0.6541960933174379, -0.6524785535454957, -0.6507025895915942, -0.6488239256004404, -0.6469106166160764, -0.6448687027550004, -0.6427971527984612, -0.6406997524354078, -0.6384784867994728, -0.6362361923139909, -0.6338729985567676, -0.6314936935845752, -0.6289970179340962, -0.6264891599403634, -0.6239728918678298, -0.621345522761364, -0.618608967398139, -0.6158707539212835, -0.6130279069475683, -0.6101879961387022, -0.6072481616921998, -0.6043156524698171, -0.601288015431368, -0.5982718602164981, -0.5951653989484151, -0.5919715694007621, -0.5887955825742148, -0.5855371550982219, -0.5823001991475353, -0.5789856207324059, -0.5755965486545312, -0.5722346404879756, -0.568705346094146, -0.5653046550657177, -0.5617429437979075, -0.5582158853526631, -0.5546298978729977, -0.5509881231033689, -0.5472937011235928, -0.5436405603105802, -0.5399388729294694, -0.5361916545610745, -0.5324018925234353, -0.5285725385394813, -0.5247918643935967, -0.5208908679146532, -0.5170419457160046, -0.51316245748755, -0.5092550698503944, -0.5052427153872852, -0.5012884400489597, -0.4973138986189947, -0.4933215003161048, -0.4893135843195258, -0.4852185378872331, -0.4811874677096125, -0.477075898136062, -0.4730301398781697, -0.46891019142267143, -0.46478948971314765, -0.4606698331002188, -0.45655294361653476, -0.4523757565600121, -0.44820678905380623, -0.4440475056704351, -0.4398379396462763, -0.4356429569063061, -0.43146376586731183, -0.42730150633492486, -0.42304321424694225, -0.41886409903952126, -0.41465207279078814, -0.4104110787712391, -0.4061977516069023, -0.401960910055435, -0.397754925516526, -0.3935304615960755, -0.38933968207544284, -0.38508720972227173, -0.38087281380564436, -0.3766506836323737, -0.3724686834864797, -0.3682386570881786, -0.3640523130125638, -0.35982494820910293, -0.3556443787835328, -0.3514292676752829, -0.3472636431156754, -0.343108219707842, -0.33892701732605246, -0.33476148401271594, -0.3306133309932009, -0.32648416712407935, -0.32234077713094605, -0.3182547918064831, -0.31412563258144094, -0.31002389751676834, -0.30595064274321493, -0.3018758548122893, -0.29783282804524347, -0.29379275533975757, -0.28975838660524883, -0.28576054608598833, -0.28174458954769943, -0.27776864220131997, -0.27380670305423477, -0.26986085955989875, -0.26593307096388297, -0.2620251722372648, -0.2581150340909217, -0.25425252031466367, -0.2503919859014082, -0.2465586177409577, -0.2427320595461878, -0.23893611422521818, -0.23515125520496644, -0.23139996197537052, -0.22764399352254766, -0.22394409547759708, -0.22020667849816117, -0.21654634943032744, -0.21297829280199973, -0.20932716923513212, -0.20560267448623454, -0.202139501676538, -0.1986039104492013, -0.19500470362651967, -0.191500668164643, -0.18794152944190737, -0.18447758285200605, -0.18110488527994215, -0.17768468166597104, -0.17435548885151048, -0.17098565477493274, -0.16758187151038964, -0.1642714242135163, -0.16105037469335695, -0.157800485950567, -0.1545275178543705, -0.15134513797304558, -0.14814426222672225, -0.1449299684379625, -0.14180637472461224, -0.13876957465431317, -0.1356281012792559, -0.13266782783466097, -0.12961127890710003, -0.126642203489624, -0.12367316816354099, -0.12070770886864159, -0.1178279550342655, -0.11495358137905867, -0.11208763036720268, -0.1092329496199194, -0.10646217181246719, -0.10370362221480878, -0.10095972696169314, -0.09823274079283101, -0.09558679333113433, -0.09289784481458552, -0.09028999615579897, -0.08770296234164396, -0.08513835760351467, -0.08259765995145653, -0.08008221693191428, -0.07759325145631465, -0.07513186765501445, -0.07269905671663107, -0.07029570267791788, -0.06792258813414254, -0.06558039984436133, -0.06326973421005451, -0.060991102609299526, -0.058706168122166655, -0.05649405043143574, -0.05427867117280274, -0.05209890884071919, -0.049954816050104274, -0.047846392300000096, -0.04577358807046707, -0.04370548346011562, -0.04167477076892614, -0.03965234985729727, -0.037668641124999715, -0.035723216232389804, -0.03378957929929775, -0.03189503981447362, -0.030039023882818955, -0.028173928264391256, -0.026372049546558543, -0.024564507448660556, -0.022818650336803376, -0.021070092335633138, -0.019361792075030165, -0.017673782355245058, -0.01600715736407645, -0.014380648274060787, -0.012776123808497464, -0.01119440807001668, -0.009636227390782138, -0.008102215695457224, -0.006592919798915505, -0.005123092495610905, -0.0036640287447430265, -0.0022308667156278757, -0.0008238552229988486, 0.0005568193848213302, 0.0019228935955979381, 0.0032501259244393024, 0.004561810164165271, 0.005856733940419097, 0.007113431567888853, 0.008352849155985777, 0.009574048499036147, 0.010767126081663081, 0.011941115610980445, 0.01308695797313018, 0.014213102634406977, 0.015319013861239345, 0.01639679595696183, 0.017461238615901903, 0.018497424305098757, 0.01951251370036179, 0.020506289727241413, 0.021484657635612272, 0.022435131940713202, 0.02336955441838827, 0.024281871192753327, 0.02517213439968276, 0.026045345727680674, 0.026896302878613266, 0.027729688503772203, 0.02854081684791906, 0.029334065651342472, 0.030109170143717393, 0.030865923588584043, 0.03161138905558369, 0.032316918684284504, 0.03302479702039316, 0.0337008103768542, 0.034376756514528116, 0.035021545546335034, 0.0356369236054198, 0.036250586501997806, 0.036835598781393, 0.03741722873430078, 0.03799358868559008, 0.038520187962572144, 0.039062852284036664, 0.03957825048539153, 0.04006796754410663, 0.04055091285986295, 0.041009274762132376, 0.041460159697823504, 0.04190244124031219, 0.04232107061594147, 0.042717442284940385, 0.043117997478863704, 0.04348419913912937, 0.0438529753401011, 0.04420055732533263, 0.04453815301273196, 0.04485586088693445, 0.04516366063479399, 0.04546106840133966, 0.04573996060821429, 0.046015909104983446, 0.04626692721402808, 0.046514367056173345, 0.04674493174324877, 0.04696512421811917, 0.04717475848103061, 0.04737369380037521, 0.04756183169603118, 0.04773515861592372, 0.04789826565329168, 0.048051119000342514, 0.04819371666729286, 0.048326085903677436, 0.04844828069648456, 0.048560379357026194, 0.04866051729495538, 0.048752977729508956, 0.04883417395076229, 0.04890749894907012, 0.04897138476617691, 0.049025091448810454, 0.04907082842619375, 0.04910768688121829, 0.04913587430051785, 0.049155604326621666, 0.049167219529753836, 0.04917056170858271, 0.04916598543016618, 0.04915361711729079, 0.04913370673446158, 0.049106503090346365, 0.0490716857149617, 0.049029884452040616, 0.04898061396600016, 0.0489247164562549, 0.0488624603849215, 0.04879313706176266, 0.04871784455123937, 0.04863575135368499, 0.0485480990035764, 0.04845394755192909, 0.048354658726715724, 0.048249197607715295, 0.04813769416487822, 0.04802165735386661, 0.04789993781482299, 0.04777268776209021, 0.04764006765849949, 0.047503722362562346, 0.04736089069517234, 0.047214720368167686, 0.047063907876190414, 0.04690708654581324, 0.046747512319931614, 0.04658383483169187, 0.046414665658186624, 0.046243320060643925, 0.04606683820422244, 0.045886973549181656, 0.045703907867851966, 0.04551624433551676, 0.045325741548319594, 0.04513257613924029, 0.04493535850763296, 0.0447358331897076, 0.044532620144920945, 0.044325908801640244, 0.044117417105520605, 0.043905785058074624, 0.04369119914810369, 0.043475337341091824, 0.04325538433412128, 0.04303449214341665, 0.04280989329149271, 0.04258467856716165, 0.04235613165739843, 0.04212587140276361, 0.04189406126194763, 0.041660860284904115, 0.04142506848136098, 0.04118822467680523, 0.04094915500563471, 0.0407093549047409, 0.04046767667862815, 0.04022430536833178, 0.0399794214504343, 0.039736885032368205, 0.03949307091476237, 0.03924099692170327, 0.038992882874760014, 0.038737124956033764, 0.03848555421888874, 0.03823808740605495, 0.037983669082871374, 0.03773354869950883, 0.03747703243329487, 0.037224984108182806, 0.03696706997095174, 0.036713769582457326, 0.03646496636114321, 0.03620117838638162, 0.035951860718737585, 0.035688379966775916, 0.03543909889184253, 0.035176440687992555, 0.03491890006466757, 0.03466632607801996, 0.034410113785162365, 0.03415061499257404, 0.033896291987997575, 0.03363902438159008, 0.033379135822715254, 0.03312457270715589, 0.03286768457812127, 0.03261608796752366, 0.03235526772375565, 0.03210700867637958, 0.031850069898608314, 0.03159187713848606, 0.03133925095914643, 0.031085563326043095, 0.030837338229603998, 0.030582066126275093, 0.030332412491485685, 0.030082286804300522, 0.02983188350291723, 0.029581387435153334, 0.029330973964398408, 0.029086186522456915, 0.02883630377297006, 0.028592111787542316, 0.02834335994720228, 0.02810033706656307, 0.0278580366366858, 0.027611901055941645, 0.027371508871363952, 0.02713217690098855, 0.026889645761084487, 0.02664857063314588, 0.0264131829550744, 0.026175149697389818, 0.02593879124416617, 0.025704167849845593, 0.02546756394241257, 0.025236659878401863, 0.02500404672333238, 0.024773528172443212, 0.02454171551228556, 0.0243155519630545, 0.024088302732104473, 0.023860223966965095, 0.023634652413030508, 0.02341158692848462, 0.023188080536169577, 0.02296721548377194, 0.022746178886365927, 0.02252789184291111, 0.022309670251365446, 0.022091688573117465, 0.021876638025503607, 0.021662016143075665, 0.021447970194660455, 0.02123697801630442, 0.021026708134231815, 0.020817283604840447, 0.02060881881302985, 0.0204014197983147, 0.020195184588114333, 0.01999220698541663, 0.019788511339916357, 0.01958623015924788, 0.019385432794406143, 0.01918618226623126, 0.01898853559214592, 0.018792544105990155, 0.01859658649544542, 0.018402457642741066, 0.018210190148098597, 0.01801827233572387, 0.01782834852536507, 0.01763897551442588, 0.01745170308402326, 0.01726515384737423, 0.017080788356292124, 0.016897292406539414, 0.016714765113436482, 0.01653329786645711, 0.016352974667556246, 0.016175050580855364, 0.01599720818172908, 0.015820721713276968, 0.015646735367599543, 0.015473099451472471, 0.015299947811861284, 0.015129407650191853, 0.014959483792157256, 0.014791235338493015, 0.014623765180518786, 0.014458067756618651, 0.014293285290109963, 0.01412950114196872, 0.013966791759965586, 0.01380361752141459, 0.01364487048974889, 0.013490352075782695, 0.01333245512262327, 0.013171599287279701, 0.013022210997539052, 0.012863039816418374, 0.012714941856384302, 0.012564256588839319, 0.012411332521078322, 0.012262612013860837, 0.012111959102907001, 0.011965458397342282, 0.011822920908263309, 0.011678695853529037, 0.011533058138137273, 0.011391439795809645, 0.011248626115617005, 0.011109747149874689, 0.010969865549888018, 0.010833826948160043, 0.010696956181911719, 0.010563831264786033, 0.010430024650371787, 0.010295722771646226, 0.010161101468491793, 0.010030234958931105, 0.009902950854552388, 0.009771687429046296, 0.009644092092541887, 0.009519996297644294, 0.009392439816449095, 0.009268443498695149, 0.009144630394905913, 0.009021111405780135, 0.008901025160333883, 0.008778310494870456, 0.008659046782818342, 0.008543075042234081, 0.008424820540093546, 0.008307227278131386, 0.008192924913994098, 0.008076782391477083, 0.007963911421544295, 0.007851809319291846, 0.007740529179131695, 0.0076301193898223926, 0.007520623879852496, 0.00741208235882747, 0.007304530553732282, 0.007196019482556762, 0.007090595346080102, 0.006986244890424083, 0.006882990174449786, 0.006779084240651066, 0.0066764097651173665, 0.006576642870132963, 0.006476409952658496, 0.006375858566646458, 0.006278183033268155, 0.006180280937278817, 0.006083721366197998, 0.0059884988811754495, 0.0058932461417428835, 0.005799393823737322, 0.005705646244238174, 0.005613347247359162, 0.0055224795158089176, 0.005431850050836467, 0.005342683573980344, 0.005253850274024144, 0.005165424680491193, 0.005078520017300365, 0.004992094614943216, 0.004907193676546658, 0.004822831665615335, 0.00473906259585827, 0.004655936130099829, 0.004574371112570382, 0.004492636434837219, 0.0044124922098306004, 0.004333101379301359, 0.004254496823595423, 0.004176708211230811, 0.004099033553258298, 0.004022975688654605, 0.003947804642751737, 0.003872874142043774, 0.003798905365698676, 0.0037259105146262533, 0.003653899765547843, 0.0035822938198083725, 0.003511722629819938, 0.003442189457958343, 0.0033731609588616937, 0.0033046870515908554, 0.0032373160049120305, 0.0031710429004849607, 0.0031049185075790057, 0.003039938218890001, 0.002975649240464042, 0.00291208241185952, 0.0028492655642263693, 0.0027872236784974155, 0.0027263678298796706, 0.0026659276878679694, 0.0026063222403396136, 0.0025475665691598306, 0.0024893326751177893, 0.002431994732164622, 0.0023755608441253075, 0.002319728938836805, 0.0022648326415332606, 0.0022105859918016787, 0.002157018866879923, 0.0021041581881339503, 0.0020528085354242624, 0.0020016551405682595, 0.0019498002121803003, 0.0019020981220950635, 0.001851431307792563, 0.001804748260690386, 0.0017554109052644277, 0.0017098873440461433, 0.0016639543860430363, 0.0016177458280595533, 0.0015750327668801792, 0.0015302635230791757, 0.001487137448290585, 0.001445573901924068, 0.0014039243203975724, 0.0013638038744255164, 0.0013236793129117025, 0.0012836428594768358, 0.001245129262171069, 0.0012067649327561364, 0.0011698745272115403, 0.0011343846707143534, 0.0010979184336424197, 0.0010628958341993065, 0.0010292436984869187, 0.0009948496921938514, 0.0009628341645794957, 0.0009301851035317108, 0.0008988728384332787, 0.000867963529693474, 0.0008374993351486747, 0.0008083116808339178, 0.0007795737110810086, 0.0007513190514621605, 0.0007242738101472784, 0.0006977078546451899, 0.0006716474660119074, 0.0006461158557007538, 0.0006211332909532972, 0.0005972721851887929, 0.0005734117046715129, 0.0005506506229329595, 0.000528446362408056, 0.0005068090126331885, 0.00048574649798949736, 0.00046526470485246617, 0.00044536760781560433, 0.00042643414703662154, 0.000407692615826132, 0.00038953821487759785, 0.0003719684764391845, 0.00035497961595626646, 0.0003385666412774458, 0.0003227234578081607, 0.0003074429694461327, 0.0002927171751816519, 0.000278303586880103, 0.0002646726548355402, 0.00025135851894956634, 0.00023838544925430244, 0.00022614554445894798, 0.0002142418773200697, 0.00020285631211642248, 0.00019197364565844388, 0.00018143253076262, 0.00017138117552670124, 0.00016180290970552237, 0.00015256018721907189, 0.0001436592192406512, 0.00013521030298792354, 0.00012719515726493426, 0.00011950291576490784, 0.00011213436190875587, 0.00010516978083254471, 9.851499193089028e-05, 9.216745140817824e-05, 8.612344642697144e-05, 8.043908452736664e-05, 7.503908785286536e-05, 6.991769867860923e-05, 6.511704942881939e-05, 6.05291093849304e-05, 5.6240313308689326e-05, 5.21560360855303e-05, 4.831280088562494e-05, 4.473450116727965e-05, 4.1344103064839834e-05, 3.8167930309070735e-05, 3.519673178926968e-05, 3.239793325336936e-05, 2.9810849076282337e-05, 2.7381394000769714e-05, 2.5105595410198184e-05, 2.301139741352327e-05, 2.1040631644186915e-05, 1.9232926640466956e-05, 1.753872796062241e-05, 1.5978509663192643e-05, 1.4533471301515323e-05, 1.3207186194894657e-05, 1.1983228343917336e-05, 1.0856191794800317e-05, 9.820660762016065e-06, 8.871253152490583e-06, 8.00265882812848e-06, 7.209672788481441e-06, 6.4872235004359395e-06, 5.826594869793245e-06, 5.2310704400212784e-06, 4.688839351233811e-06, 4.196586479617292e-06, 3.7533580599998486e-06, 3.3550580641808045e-06, 2.9960021978300605e-06, 2.6732408648375594e-06, 2.3853295231763102e-06, 2.127760968147488e-06, 1.89366679486914e-06], 'MSE': 22479.62139294921, 'R_2': 0.8369462532199767, 'U_norm': [-157.32821720564152, -13.156099172477523, -0.03157952163121593, -0.032180748205438904, -0.0478293548055515, -0.04894775045062991, -0.058797876172900346, 46.60328703350775, 88.74283110784226, 44.745489944623884, -0.07112672928630623, -0.07017773007114217, -0.06825939276505194, -0.06538247625821414, -0.06135063087086436, -0.05719007245994665, -0.051050865236864564, -0.042501998037767705, -0.0403230304762341, -3.8370107524954897, -4.169190883891323, -0.015034967008330326, -0.011708748478920977, -0.008207026691788652, -0.004273015958736325, -0.0007671921633067547, 0.002472332817869742, 0.005176279253733939, 0.007358903931341337, 0.009045124400704763, 0.010269661053500252, 0.011075419625993944, 0.01151133468440098, 0.011629923518923321, 0.011484810751845554, 0.011128470441607323, 0.010610401931680091, 0.009983369772595637, 0.009241276760469798, 0.008516514344850274, 0.007799723059016722, 0.007056710248447545, 0.006279782650835277, 0.005563815361160526, 0.0049240831040311735, 0.0043153112347469385, 0.0037780339890259723, 0.0033020882582281198, 0.0028642589187905416, 0.0024685378340508087, 0.0021267645095670367, 0.001832277649534278, 0.001575772680014265, 0.0013528440653929209, 0.0011592310006928775, 0.0009909307360362906, 0.0008442743796937398, 0.0007159719220073701, 0.0006031325930187106, 0.0005032659526416545, 0.000414268372974949, 0.0003343988638410428, 0.0002622475397546742, 0.00019669944887064987, 0.00013689598395597756, 8.219566749356718e-05, 3.213574072340898e-05, -1.3604326992923712e-05, -5.5236562022096286e-05, -9.28948369454721e-05, -0.00012666145092048173, -0.00015658973394073455, -0.00018272263092783576, -0.00020510736556903262, -0.00022380639876775106, -0.0002389049894711096, -0.0002505157315260978, -0.0002587804836156671, -0.00026387012821089934, -0.00026598259678332003, -0.00026533958068381604, -0.0002621823178771754, -0.00025676680695163465, -0.00024935875423434087, -0.0002402285125049013, -0.00022964621960706082, -0.00021787729794001023, -0.00020517843015802693, -0.00019179408742123736, -0.00017795365043718513, -0.0001638691355932005, -0.00014973351425217303, -0.00013571959531607624, -0.0001219794281441365, -0.00010864417359309832, -9.582438523803288e-05, -8.36106411053933e-05, -7.207446527720068e-05, -6.126948127045881e-05, -5.123274247270017e-05, -4.1986188584339314e-05, -3.353818270765566e-05, -2.5885088230606896e-05, -1.9012850445599126e-05, -1.2898552263457312e-05, -7.511918914705003e-06, -2.81675061786911e-06, 1.2277333020119773e-06, 4.665651602738032e-06, 7.543328442359051e-06, 9.908276550422613e-06, 1.1808298964078753e-05, 1.3290709303290116e-05, 1.4401668536650125e-05, 1.5185634087373568e-05, 1.568491598627127e-05, 1.5939332952367816e-05, 1.5985960988331432e-05, 1.5858965706192035e-05, 1.5589509827869113e-05, 1.5205726555973174e-05, 1.4732749752597127e-05, 1.419279209322792e-05, 1.3605262352128731e-05, 1.2986913856910949e-05, 1.2352016323831634e-05, 1.1712544268914044e-05, 1.1078375633067282e-05, 1.0457495090481502e-05, 9.856197371401027e-06, 9.279286387334947e-06, 8.730267036776649e-06, 8.211526926373982e-06, 7.724506124860927e-06, 7.2698534848354564e-06, 6.847568758205435e-06, 6.457130035320622e-06, 6.09760659628015e-06, 5.767757478014971e-06, 5.466116358321525e-06, 5.191063638315612e-06, 4.940886688011408e-06, 4.713829308179183e-06, 4.5081316197334625e-06, 4.322061516983219e-06, 4.153938808511598e-06, 4.0021531347388745e-06, 3.86517676172874e-06, 3.7415730265187425e-06, 3.6300013977408682e-06]}, 'iteration_29': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24387.545494528757, -2410.7968937396313, -7.132830381569213, -4.717740220926116, -6.965390551749889, -7.131127904991602, -8.692598371543202, 8031.576842394348, 13829.193309463863, 6447.687544101496, -10.0478372020183, -9.602842887979532, -8.974411472412278, -8.18987575807849, -7.260809348105784, -6.377018795672804, -5.195404586677408, -3.8020163446059825, -2.818343049737168, -708.6574382524061, -583.3134756087074, -3.2318284021354504, 0.19169341544964147, 0.5502313714738206, 0.8532275273819863, 1.0998517333898896, 1.3304822050221892, 1.5122708375807128, 1.652153366460512, 1.754646315110312, 1.8226193231086707, 1.8581254753355059, 1.8631173335254188, 1.8399401112836538, 1.7915716027317932, 1.7216220435811767, 1.6342013000474978, 1.5348037819009466, 1.4204726114883257, 1.311619978689749, 1.2041595358378738, 1.0933075327820794, 0.9772403962595542, 0.8711647993179974, 0.7765571417885561, 0.6862959251522347, 0.6069868546387185, 0.5359088191948921, 0.4699853244902865, 0.4097748122554115, 0.35689735795677946, 0.310676874263914, 0.269551051357397, 0.23293733460393018, 0.20030118704684566, 0.17116382922026127, 0.1451042258592404, 0.12175717791439837, 0.10080903503173075, 0.08199218719016002, 0.06507916242141028, 0.049876871841183675, 0.036221315021199595, 0.023972888961556405, 0.013012328533345914, 0.003237236165808027, -0.005440875324274899, -0.013099111889959353, -0.01980537718998575, -0.025620263627609722, -0.0305986997742672, -0.03479138173848653, -0.03824600314601947, -0.041008289740179074, -0.04312284046508537, -0.04463377673689641, -0.04558520380031059, -0.046021492523373585, -0.04598739471651156, -0.045528010002287754, -0.04468862616062381, -0.04351445778291048, -0.042050309775845535, -0.040340192415435606, -0.03842691358507048, -0.03635167174798979, -0.03415366988788437, -0.031869767175224266, -0.029534181027248554, -0.027178248375997263, -0.02483025117159755, -0.02251530772340107, -0.0202553286099407, -0.018069033415372002, -0.015972022750692705, -0.01397689860155045, -0.012093425298975861, -0.010328722891965823, -0.008687484885346288, -0.007172212469595153, -0.005783458057339644, -0.004520071641597852, -0.0033794443547321123, -0.002357744476857283, -0.0014501421021545686, -0.0006510194331606715, 4.583542840915098e-05, 0.00064705263845487, 0.0011595235434067597, 0.0015902625712275827, 0.001946287853670754, 0.0022345199454858345, 0.0024616976950548207, 0.002634310111973771, 0.002758542945747825, 0.0028402385674823724, 0.002884867758068996, 0.0028975119216611803, 0.002882854385460226, 0.002845179398904208, 0.00278837761510773, 0.0027159568419362775, 0.0026310570177058936, 0.002536468409877015, 0.002434652175668321, 0.002327762516646128, 0.0022176697531788143, 0.0021059837544597695, 0.0019940772317863977, 0.0018831084965543166, 0.0017740433725307624, 0.0016676759751302617, 0.001564648223478794, 0.0014654679099012863, 0.001370525289750305, 0.0012801081362794886, 0.0011944152941334393, 0.001113568771509505, 0.0010376244488394164, 0.0009665814988882049, 0.0009003906563723986, 0.0008389614537731931, 0.000782168585480808, 0.0007298575188096778, 0.0006818495235181005, 0.0006379462255975347, 0.0005979337988102535, 0.0005615868845868573, 0.0005286722893159487, 0.0004989524877368636], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [152.61495782844045, 8578.353100567267, 3194.790946319414, 818.2469826961938, -32.25225874091755, -292.4938850061224, -338.44064950190375, -312.08119849656816, -265.9046277552241, -218.53210703866293, -175.95784474662594, -139.5231338634201, -109.17260529170761, -84.00569278069439, -63.47313064360291, -46.70201133395597, -33.09974945013649, -22.21533713641777, -13.496848185871421, -6.567726980747917, -1.1077080557829628, 3.128674331591512, 6.423948720735665, 8.920481245306178, 10.806112814007868, 12.19071403346552, 13.179277181918325, 13.856968677756775, 14.294381600397182, 14.542620187120674, 14.646464186208823, 14.639776880796326, 14.549924792615592, 14.398846152006934, 14.202541519181121, 13.973770696756114, 13.722439658295201, 13.45616735970711, 13.180756944923736, 12.89926800870258, 12.617613892307844, 12.335603938524555, 12.056307797784687, 11.779787847995228, 11.508170826261738, 11.24093607516478, 10.97857335599223, 10.721411797153507, 10.470630660491521, 10.224366864818263, 9.98368441950295, 9.748586505172957, 9.518220562179922, 9.293416637685407, 9.074093751218395, 8.85871364534095, 8.645969259064106, 8.442720628723047, 8.241343784927274, 8.048215648523225, 7.851128659367736, 7.667871198381858, 7.481110622923676, 7.302038742571913, 7.125234615191334, 6.955607176349625, 6.788164184812597, 6.623048547778133, 6.460384242006823, 6.300277576930071, 6.146674995384451, 5.99547961900471, 5.846770097933849, 5.704021927669589, 5.560328693125675, 5.422427348041528, 5.286954094375743, 5.153945332011729, 5.023428249033996, 4.8954216095436776, 4.769936501594673, 4.649436583980252, 4.528901939325238, 4.410886935431665, 4.295378476910056, 4.184449099423587, 4.073813323654903, 3.965622996310051, 3.859849586677548, 3.7564618283169904, 3.653719470264315, 3.555067360864121, 3.4571174936126385, 3.3630405336669797, 3.2682547742878145, 3.177245594721894, 3.088453020988238, 3.0005420203774342, 2.91361615024613, 2.830137945692342, 2.747628290344062, 2.6661680563851755, 2.586878290633683, 2.5096955441361777, 2.4335892110627015, 2.3595439452625384, 2.2866024003113434, 2.2148085156669355, 2.1450234310194554, 2.0763887764153877, 2.008933700087132, 1.9434115346704, 1.8790534346155419, 1.815876987481138, 1.753895496686973, 1.6937388013755355, 1.6341469577575378, 1.5763407923104413, 1.5191526955725454, 1.4637028384893396, 1.4089095295161487, 1.3558006768732087, 1.303374410198068, 1.252125744878814, 1.2020416049080074, 1.1526942845697792, 1.1045144633313335, 1.0574834975598706, 1.0112163860021421, 0.9660879011542378, 0.9220756761728488, 0.8785102463998156, 0.8363776027841214, 0.7947203870523762, 0.7541575588827478, 0.7143871819115877, 0.6754151295888573, 0.6372449527168704, 0.5998780839590524, 0.5635466236236565, 0.5277737098710381, 0.4927979545351415, 0.45861413268613105, 0.4250187220690404, 0.39221721343970023, 0.36020002219771147, 0.32895674567971783, 0.29830951724482085, 0.2682670851144846, 0.23883605021508947, 0.21016799377932882, 0.1821066142794037, 0.1546537965258753, 0.12780989880132282, 0.10207041572464953, 0.07653836751232128, 0.05091531398194419, 0.02637572273657788, 0.0028562923244688935, -0.020704873224799802, -0.04327669469810157, -0.0658367598684723, -0.08832185397902101, -0.1089903159715241, -0.12962024543029096, -0.15015793313713688, -0.16981481713607482, -0.18935024506296658, -0.20872066278347903, -0.2265927664768322, -0.24495873683379138, -0.26251539715398514, -0.2793103428830857, -0.29592964499182794, -0.31234376893312493, -0.328526079442687, -0.34398101411193177, -0.3587514989554415, -0.37330864836481953, -0.3876321753042876, -0.40170403992335035, -0.4151336952373795, -0.42831680699271657, -0.4412396199948528, -0.4538901879254535, -0.46594861300919144, -0.4777454196674427, -0.48927183394004636, -0.5002526839972568, -0.5112306121729169, -0.5216769428170891, -0.5318543987600857, -0.5417589752740603, -0.5513876748638987, -0.5605402262974734, -0.5696218832117965, -0.5782448466684718, -0.5867760447672484, -0.594867342870741, -0.6028502526801783, -0.61041297468758, -0.6178543693502851, -0.6248958442170564, -0.6318062208877626, -0.6384525735231639, -0.6447300000419477, -0.6508666979114216, -0.6567517397865581, -0.6624808862984313, -0.6678712790826997, -0.6731051211074963, -0.6780970166309884, -0.6828527296560085, -0.6874443489712816, -0.6918027372202029, -0.6959342800288718, -0.69989920317783, -0.7036423572276729, -0.7071704471154237, -0.7105332075179293, -0.713687450036057, -0.7166767682690004, -0.7194989273521872, -0.7221213940358655, -0.7245796091032431, -0.7268471059556082, -0.7289542860637415, -0.7309010841819827, -0.7326878919135267, -0.7342988570978579, -0.7357558201301824, -0.7370727980949606, -0.7382129857861146, -0.7392165749243477, -0.7400728712106521, -0.7407841910927943, -0.7413530491438878, -0.7417821324105477, -0.7420742765071878, -0.7422332612853253, -0.7422593701550846, -0.7421563700646278, -0.7419244073020407, -0.7415708902662288, -0.7410935486217637, -0.7404933296318553, -0.7397834720106305, -0.7389498313108261, -0.7380066978383952, -0.7369498541416707, -0.7357899893389107, -0.7345124327321765, -0.7331374271248178, -0.7316586317179401, -0.7300785426122877, -0.7283997657112461, -0.7266249986135908, -0.7247570137888119, -0.7227986430094073, -0.7207527630056261, -0.7186094685338424, -0.7163840162569778, -0.7140661424821094, -0.7116717410428378, -0.7091902276595597, -0.7066379771589969, -0.703990196588558, -0.7012913447794707, -0.6984741208087731, -0.6956400223513882, -0.6926500150891849, -0.6896491548243993, -0.686640810104379, -0.6834844669075809, -0.6803263191945866, -0.6770256865382045, -0.6737289091852983, -0.6702955941680822, -0.6668716874267823, -0.6634593922541678, -0.659919353120064, -0.6562553696829966, -0.6526112430176965, -0.6488497163483756, -0.6451129233489636, -0.6412652841850023, -0.6374469462255529, -0.633524256304013, -0.6296351054844118, -0.6256479809663195, -0.6215672876617123, -0.6175271591636227, -0.6133997129021099, -0.609316280303786, -0.6051515416889218, -0.6009098557714485, -0.5967181275908484, -0.59233412022053, -0.5881251677831059, -0.5837324308789044, -0.5793975072618933, -0.5750049991064957, -0.5705589544398422, -0.5660633691969623, -0.5616321418686042, -0.5571559105934277, -0.552638427531494, -0.5480833699209594, -0.54349433350591, -0.5389766821121036, -0.5343284767311027, -0.5297551386243331, -0.5251580375561842, -0.5205403037670356, -0.5158111851396284, -0.5111627793657385, -0.5065025305649056, -0.5018331669325964, -0.4971573140307906, -0.4923916192013847, -0.48771179428072486, -0.48294994545759173, -0.4782753633898064, -0.4735261041634657, -0.4687869155480038, -0.46405966423827794, -0.45934612015073034, -0.45457411290902533, -0.449821933373521, -0.4450910107308767, -0.44031311762425623, -0.4355618450099723, -0.4308382973388611, -0.42614350042993115, -0.4213501664106664, -0.4166554385733701, -0.41193310824830537, -0.4071876729271488, -0.40248238252172935, -0.3977599445049907, -0.3930808224200543, -0.38838997844782724, -0.3837451809686894, -0.379040701655698, -0.3743868861725195, -0.36973295785419474, -0.36513148716141886, -0.36048540848474975, -0.35589537713670133, -0.3512684301981597, -0.3467005877308114, -0.34210286499341774, -0.3375668016669252, -0.33304938325160766, -0.3285114687642959, -0.3239980031262321, -0.319510688365604, -0.3150511080319269, -0.3105833176555697, -0.306184389336419, -0.30174595069043797, -0.2973438756274884, -0.29297910792623705, -0.2886193719602559, -0.28430017124562507, -0.279990603562775, -0.2756935401446827, -0.27144167275264525, -0.26717680387806103, -0.26296057464241374, -0.2587652539027618, -0.2545929511585137, -0.25044563033861067, -0.24632511511736713, -0.24220800557229333, -0.23814667933764105, -0.2340930094768901, -0.2300733573869802, -0.22606628341905155, -0.2220966140705237, -0.21814382275062413, -0.21423127613851511, -0.2103190136218777, -0.20647018876976617, -0.2025873937469873, -0.1987896014295481, -0.19509221903078633, -0.19131352420346154, -0.1874638519724031, -0.18388876943507412, -0.18024338055986985, -0.1765370155909497, -0.17293312440266806, -0.16927706989679553, -0.16572316207109808, -0.1622670066456125, -0.15876633433862225, -0.1553628426212823, -0.15192185144883477, -0.1484503318775655, -0.14507799797175133, -0.14180051587549658, -0.1384974754758515, -0.13517482782891033, -0.13194785429149733, -0.12870582396953933, -0.12545394393530812, -0.12229742519419853, -0.11923202692244607, -0.11606452013159049, -0.11308302990490188, -0.11000796135210732, -0.10702420380815453, -0.10404375926901643, -0.1010701854938802, -0.09818570443155616, -0.09530972534625905, -0.09244528600695458, -0.08959521747653708, -0.08683189846024593, -0.0840837106321745, -0.08135304660439291, -0.07864211919874069, -0.07601454464050302, -0.07334710480909361, -0.07076286880785104, -0.0682019585960852, -0.06566592651971237, -0.06315618445849837, -0.060674010213016445, -0.05822055392485889, -0.055796844483876895, -0.05340379588223132, -0.05104221348063711, -0.048712800157359876, -0.046416162315271896, -0.04415281572659871, -0.0419231911989033, -0.039689765472767626, -0.03752980105081685, -0.03536893556492447, -0.03324507124590355, -0.031158179983146506, -0.02910818235454121, -0.027094951840405234, -0.02508842727746444, -0.02312029525217738, -0.021162315237534677, -0.019243899430973477, -0.017364547868878893, -0.015498621625315536, -0.013672429879796204, -0.011885333323462331, -0.010091487367870956, -0.00836037828590986, -0.006625777750210087, -0.00495226520534717, -0.0032780673453759682, -0.0016442953713324707, -3.179524880594071e-05, 0.0015584143032548385, 0.003108520612965158, 0.004635863969974706, 0.0061396913596208314, 0.007619346116807151, 0.009074262390833891, 0.010503959698625406, 0.011894528750886067, 0.013273167444060745, 0.01462558849917482, 0.01595160142195951, 0.017251076000162638, 0.018535082300565043, 0.01978088309442057, 0.02101039294566834, 0.02222248263337389, 0.023397111851976793, 0.0245539125871414, 0.025692022706300784, 0.026802248594042646, 0.027893034825726346, 0.028956003359665757, 0.029999033402343115, 0.031021652593976618, 0.03201660346488925, 0.0329975670971336, 0.03395082503671426, 0.034883013324308904, 0.03579396512911449, 0.036689112072548255, 0.03755706703407695, 0.03840868240464189, 0.03923846503862656, 0.04004650408710211, 0.04083736770223425, 0.04160637430244351, 0.04235778810162037, 0.043087418218318595, 0.04379923867986025, 0.0444930358896328, 0.04516865131045767, 0.04583239336830451, 0.04645883829845364, 0.0470855648867029, 0.0476822883942406, 0.04827709077613457, 0.048842628176634866, 0.049380574893151605, 0.04991515900533441, 0.05042293319228725, 0.05092585318338891, 0.05142219140516175, 0.051873784418716366, 0.052337117718603075, 0.052775107689665174, 0.05318926155380172, 0.0535956113855947, 0.05397921016694233, 0.05435441956565631, 0.05472023378010272, 0.0550642596409043, 0.05538781458069486, 0.055712424835724195, 0.056006917237044464, 0.056301058040546414, 0.056575838605103665, 0.0568401968188187, 0.05708645538336024, 0.05732243139037793, 0.057547720312596466, 0.057756258427864596, 0.057959668384554186, 0.05814184154728546, 0.05831838557398534, 0.05847979769262073, 0.058630751569810645, 0.05877111690795593, 0.05890080506775833, 0.0590197661523143, 0.05912561821575901, 0.05922132942629405, 0.05930690738310887, 0.059382388504940556, 0.05944783556822986, 0.059503335325702095, 0.059548996216015296, 0.05958431496802808, 0.059610899817503754, 0.05962782393994531, 0.059635930835532314, 0.059634972865849525, 0.0596254061338718, 0.0596070680301041, 0.0595802718068283, 0.05954523673580689, 0.05950218677079937, 0.05945042993044974, 0.05939192753429102, 0.05932497748923699, 0.05925075293384721, 0.05916950611493126, 0.05908148725626159, 0.05898547392680724, 0.058883040940710674, 0.058772840115363933, 0.05865661103952187, 0.058534616603611624, 0.05840534153374822, 0.05827071563219428, 0.05812913564566237, 0.05798263368364735, 0.05782953133284556, 0.0576719420717007, 0.057508124293024716, 0.05733824427524923, 0.057164507928277444, 0.05698510364788667, 0.05680021397626639, 0.056610027563563155, 0.0564168197942074, 0.05621663108610421, 0.05601382724230484, 0.05580652201061091, 0.05559281732671411, 0.05537710267342985, 0.05515748052385428, 0.05493206302161602, 0.054705221076584765, 0.05447298888414738, 0.054237645835645165, 0.05399938360962884, 0.053756354201087826, 0.05351080461244174, 0.05326291780577457, 0.053010879443005664, 0.05275688802913823, 0.052499155323614446, 0.05223790054791817, 0.05197526331840248, 0.05170949881119433, 0.05144081855195198, 0.05117129251517947, 0.05089738206501247, 0.05062298921090639, 0.0503446522791334, 0.05006617807399006, 0.04978418404711351, 0.049500649484106075, 0.04921575200528016, 0.04892966377447251, 0.048640893978253615, 0.048351308516226967, 0.048059453245628644, 0.047767135101825654, 0.0474729363331293, 0.047177066815180684, 0.04687973038219583, 0.04658559046834528, 0.04629022796378416, 0.04598518363035584, 0.045685234383908126, 0.04537634006408452, 0.0450727781235554, 0.04477441853565709, 0.04446792095296412, 0.0441668267738982, 0.04385825124871954, 0.043555252006839254, 0.04324539482994745, 0.042941258936710996, 0.04264268357689706, 0.04232628822623058, 0.04202739219863131, 0.041711657179202166, 0.04141306138244297, 0.041098562215201306, 0.0407903011997872, 0.040488082762937305, 0.0401816017175134, 0.039871274584114734, 0.03956721272468727, 0.03925969935182054, 0.03894911645652212, 0.038644952832975955, 0.03833805998830883, 0.03803753029035948, 0.037726020524470445, 0.03742954323372826, 0.03712272590635172, 0.036814432068166876, 0.036512800342019466, 0.03620991186623073, 0.035913551331448794, 0.03560877913906539, 0.035310712746486846, 0.035012076800475016, 0.03471309976591051, 0.03441399881281936, 0.03411497996435217, 0.03382266010533572, 0.03352423309962119, 0.033232577705197, 0.032935448357106066, 0.03264513254927892, 0.03235564833693321, 0.03206154774658978, 0.0317742742526454, 0.03148823095353305, 0.03119832483509504, 0.030910118279051747, 0.030628670273488905, 0.030344016577288618, 0.030061322207483313, 0.029780659009520774, 0.02949758118055394, 0.02922127780823117, 0.028942883601860835, 0.02866695029141111, 0.028389421196909542, 0.028118609672436463, 0.02784645239639442, 0.02757325529731365, 0.027303015550344034, 0.027035733260340852, 0.026767877968245014, 0.026503144324851454, 0.026238161734816162, 0.02597643316924608, 0.025714741623940798, 0.025453296950417315, 0.02519532848952126, 0.024937836008700504, 0.024680997292421823, 0.024427787406370284, 0.024175410315757276, 0.023924015187762934, 0.023673740933525603, 0.02342471658472768, 0.02317706167888312, 0.02293329284434848, 0.022688637466000625, 0.022445658588675588, 0.02220444167960518, 0.02196506466192941, 0.02172759829464639, 0.021492106544907814, 0.021256643506466177, 0.021023368141954785, 0.02079232202142788, 0.020561690908001924, 0.020333453169016222, 0.02010587686259799, 0.019880826824904798, 0.019656650244471392, 0.019435104685092797, 0.01921461332817404, 0.018995297786407517, 0.018777270397787503, 0.018560634619702976, 0.01834690057722799, 0.018133286921742844, 0.017921326892096544, 0.01771239683265127, 0.017503917679773568, 0.01729605305244583, 0.017091358877418857, 0.016887442610647285, 0.016685577689645643, 0.01648469016885679, 0.0162859752531595, 0.016088406497455115, 0.015892086424972474, 0.01569710916735963, 0.015501633050213452, 0.015311519991819919, 0.015126530758828256, 0.014937561107702405, 0.014745120995347487, 0.01456646751279885, 0.01437618995065528, 0.014199222939948037, 0.014019240462808908, 0.013836666297199028, 0.013659194128361623, 0.013479503774887214, 0.013304854547812411, 0.013135017584466646, 0.012963261505546195, 0.012789920602863708, 0.012621461484176418, 0.012451682155746064, 0.012286682278649382, 0.012120596594092965, 0.011959179114819975, 0.011796882899526817, 0.011639136716443411, 0.011480694241714705, 0.011321781627911896, 0.011162612049031222, 0.011008002021223713, 0.010857741678038716, 0.010702908804410587, 0.01055252829643201, 0.010406394793312228, 0.010256315844899366, 0.010110555623390699, 0.009965142428491135, 0.009820209597948472, 0.009679437564248095, 0.009535723602004116, 0.009396189783365066, 0.00926064210324308, 0.00912256673128256, 0.008985407743353116, 0.008852228749320656, 0.008717052321024384, 0.008585828795674154, 0.008455644360166362, 0.008326561098927824, 0.008198635297340646, 0.008071917745426819, 0.007946454036866836, 0.007822284861930375, 0.0076971635216484275, 0.007575754421666847, 0.00745573336489845, 0.007337124237316877, 0.007217922586533839, 0.007100290182591571, 0.006986141079884061, 0.006871612868082326, 0.006756879095398222, 0.006645581675657793, 0.006534182271391231, 0.006424466594915612, 0.006316424908231382, 0.006208505506325411, 0.006102328791443679, 0.005996428028685777, 0.005892320158857254, 0.005789981078229061, 0.005688065611380234, 0.0055879492531959235, 0.005488361399656297, 0.005389386248173739, 0.005292267287028297, 0.005195837606039855, 0.005101260490136824, 0.005007434944134357, 0.004914420342522218, 0.0048222708016607396, 0.004732001161460999, 0.0046416940002695075, 0.004553292312591694, 0.004465868461708192, 0.0043794564871507125, 0.0042940866059621875, 0.004208987856047811, 0.004125803846089317, 0.004043731101383556, 0.003962062744734092, 0.0038815832788413832, 0.003802302318040704, 0.003724227141887287, 0.003646727473092924, 0.003570482730955628, 0.003495492201350576, 0.0034211779199976445, 0.003347592219932747, 0.003275321133810985, 0.0032043546225404475, 0.003133674180722575, 0.0030643415652004667, 0.0029958698447362427, 0.0029282892413059524, 0.002861626523120297, 0.0027959052023164305, 0.0027315564596200287, 0.0026677624877025972, 0.002604963243495069, 0.0025431710764612855, 0.002482038371882054, 0.0024219551150463717, 0.0023629258818532455, 0.002304631615196566, 0.0022474174598854603, 0.0021909820432022397, 0.002135353819806572, 0.0020805579495509893, 0.002027423349200959, 0.001974585852695063, 0.0019211205575038611, 0.0018720240930289022, 0.0018199685760587542, 0.0017720911146623397, 0.0017215811259408084, 0.001675058227497956, 0.0016281982345026375, 0.0015811403763635193, 0.0015377173847867763, 0.0014922823643675313, 0.0014485916044618059, 0.0014065558205114202, 0.0013645047040587491, 0.0013240660832521665, 0.001283691431329664, 0.0012434741216673358, 0.0012048520546186813, 0.0011664443028289357, 0.0011295737030209297, 0.0010941605445203837, 0.0010578327148940236, 0.0010230006137502108, 0.0009895853277481046, 0.0009554885735092405, 0.0009238005111924432, 0.0008915364688784345, 0.0008606425446773646, 0.000830193965572211, 0.0008002309438795913, 0.0007715679108348003, 0.0007433895768463679, 0.0007157274278711202, 0.0006892891808559728, 0.0006633579673255104, 0.0006379578750273716, 0.000613109864065551, 0.0005888319124395494, 0.0005656772998707275, 0.0005425565685545441, 0.0005205326758090533, 0.0004990777348669194, 0.0004781997281369855, 0.00045790451239937176, 0.0004381959566971531, 0.0004190760780267822, 0.00040090648346414727, 0.00038294484995780176, 0.00036556890998069126, 0.00034877454490666937, 0.0003325564089134918, 0.0003169080410249482, 0.0003018219722177303, 0.0002872898274982623, 0.00027330242290336896, 0.00025962830546655215, 0.00024671228110716115, 0.00023411142068494536, 0.00022184794879418258, 0.00021029108038000786, 0.00019906462386392075, 0.00018833904624643665, 0.0001780987167704345, 0.00016819079387988905, 0.0001587535933036671, 0.00014977028021184212, 0.00014111091385535804, 0.00013278057738612043, 0.000124881592436002, 0.00011739583728685764, 0.00011021893311155336, 0.00010335093674376386, 9.686589588278678e-05, 9.067535614339629e-05, 8.477632886297298e-05, 7.916475238894837e-05, 7.389204306646019e-05, 6.888772771868995e-05, 6.414593155781544e-05, 5.970508246941793e-05, 5.546474988906799e-05, 5.150435173853749e-05, 4.7736052126481915e-05, 4.4193162648312545e-05, 4.08972541954921e-05, 3.7776980508674374e-05, 3.485623468339852e-05, 3.212615784798575e-05, 2.955651427086761e-05, 2.718308765382118e-05, 2.4955964283490876e-05, 2.2871268136688707e-05, 2.0954337766985005e-05, 1.9151700472076488e-05, 1.7499394245926622e-05, 1.5951924392608378e-05, 1.4527819208247977e-05, 1.3209743813518953e-05, 1.2000796925959602e-05, 1.0885856606414726e-05, 9.859868395956725e-06, 8.917781023043776e-06, 8.054585785836697e-06, 7.265351004943059e-06, 6.5452517394479764e-06, 5.889594997996116e-06, 5.290393445377313e-06, 4.750551933973535e-06, 4.259296700105983e-06, 3.813567999985321e-06, 3.412448513444098e-06, 3.0521808686578547e-06, 2.7275796508312265e-06, 2.4359400119983954e-06, 2.1759209682247263e-06, 1.943419862536364e-06, 1.7322117914074877e-06], 'MSE': 22114.936523918615, 'R_2': 0.8395914594380881, 'U_norm': [-159.79787228889955, -15.796596431842984, -0.04673742663557887, -0.030912698839860173, -0.04564028758369904, -0.04672627126388372, -0.05695770920227238, 52.626406820126576, 90.6149274768134, 42.248070883648744, -0.0658378271953604, -0.06292202967977989, -0.058804271986219556, -0.053663650601697, -0.047576000839566084, -0.04178501831287002, -0.03404256483364817, -0.024912475198127577, -0.018467017225216258, -4.643433708400138, -3.822125203236469, -0.021176354232939926, 0.001256059160505389, 0.0036053567772060305, 0.005590720209401491, 0.007206709952356298, 0.008717901747368837, 0.009909060435137469, 0.010825631989679405, 0.011497210649472286, 0.011942599549050182, 0.012175251399163058, 0.012207960238914682, 0.012056092934325465, 0.011739161295833645, 0.01128082116798754, 0.010708002193083752, 0.010056706148790177, 0.009307558278524383, 0.008594308184612315, 0.007890180328580023, 0.007163829485636332, 0.006403306805601732, 0.005708253066108412, 0.005088342285056941, 0.004496911287135176, 0.0039772435442656275, 0.0035115091458225124, 0.0030795495543987726, 0.0026850239246376173, 0.0023385477000880586, 0.0020356908606434868, 0.0017662164685581553, 0.0015263073708957837, 0.001312461047554278, 0.001121540325915724, 0.0009507863986409177, 0.0007978063217139603, 0.0006605449207334832, 0.0005372486977108933, 0.00042642715674761765, 0.00032681509496047334, 0.00023733790976185717, 0.00015708086119343943, 8.526247192934221e-05, 2.1211788267452042e-05, -3.565099654671523e-05, -8.583111446616608e-05, -0.0001297734999837868, -0.0001678751810464568, -0.0002004960736959647, -0.00022796836102461783, -0.0002506045525434115, -0.00026870426333627844, -0.0002825597252056487, -0.00029246004098173594, -0.00029869420753227176, -0.0003015529622054203, -0.0003013295384505577, -0.00029831944873441645, -0.00029281943841309596, -0.0002851257732794074, -0.00027553203469273826, -0.0002643265972443848, -0.00025178995692294153, -0.00023819206409175035, -0.00022378979385874603, -0.00020882466364177492, -0.00019352088093524232, -0.00017808377903376715, -0.00016269867365333705, -0.00014753015095088153, -0.0001327217786270107, -0.00011839621559050493, -0.00010465568387286813, -9.158275719983913e-05, -7.924141574209019e-05, -6.767831317703015e-05, -5.6924203402583404e-05, -4.6995475313509634e-05, -3.789574855912845e-05, -2.96174877903467e-05, -2.2143598564524573e-05, -1.544897377586537e-05, -9.501965767438124e-06, -4.2657642714040165e-06, 3.003337886904488e-07, 4.2397720962613334e-06, 7.597705769399982e-06, 1.0420096410270282e-05, 1.2752929889893592e-05, 1.4641552712053442e-05, 1.613012076088184e-05, 1.726115286743315e-05, 1.8075180769911815e-05, 1.861048624095351e-05, 1.8902916231471345e-05, 1.8985766325563717e-05, 1.8889723732903646e-05, 1.8642860730986738e-05, 1.8270670581923655e-05, 1.7796137978184942e-05, 1.7239837169939988e-05, 1.6620051210864488e-05, 1.5952906680281543e-05, 1.5252518849728261e-05, 1.453114287688062e-05, 1.3799327329318933e-05, 1.3066066812287148e-05, 1.2338951089031808e-05, 1.1624308659608195e-05, 1.0927342915789445e-05, 1.0252259992651189e-05, 9.602387167762467e-06, 8.980281565004548e-06, 8.387828800691025e-06, 7.826331791965843e-06, 7.29658998993991e-06, 6.798969547660288e-06, 6.333465044721389e-06, 5.899753673422936e-06, 5.4972426509849045e-06, 5.1251109202068786e-06, 4.7823459152954685e-06, 4.467776517478429e-06, 4.180102893425282e-06, 3.917923960036626e-06, 3.6797630693283376e-06, 3.464092234691803e-06, 3.269355086656486e-06]}, 'iteration_30': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24412.91257362461, -2770.7278048281983, -8.986015993100617, -4.152106167101328, -6.233735462516283, -6.398339024058992, -7.974089331716689, 8853.70008907392, 13903.457203279475, 5952.372053998583, -8.845071360193126, -8.095354294312145, -7.141903964453957, -6.028115531782397, -4.806838938820176, -3.706706632705245, -2.3374839868137434, -0.9223115323725857, -1.275814353703284, -813.0473087745496, -524.5863030477808, -4.049224571945274, 2.005489857437551, 2.1513771180686123, 2.1444387842313377, 2.108023156978494, 2.091620502467593, 2.06949344060728, 2.0479186199845505, 2.028110410411585, 2.007381348940561, 1.9812105514554588, 1.9449754222510434, 1.895151920444649, 1.829931415231361, 1.7493569891963912, 1.655086655489657, 1.5510177640494593, 1.433326540772521, 1.322820776825653, 1.2138925890531016, 1.1024738927717326, 0.9864201403742298, 0.8814590353945643, 0.7884408513915714, 0.700105350054222, 0.6232298386032359, 0.5539542611209042, 0.4895716379743836, 0.4304996850985532, 0.37794021248618476, 0.3317210341410496, 0.2899820545795844, 0.2521773867441877, 0.21784346964671056, 0.18659658914340504, 0.15812464213216787, 0.1321758881852335, 0.1085467839048938, 0.0870703631706332, 0.06760606663873568, 0.050031466097709955, 0.034235983963117375, 0.020116471507586327, 0.007574367392739137, -0.003485905461190213, -0.013157652998613746, -0.02153204844124105, -0.02869795576979599, -0.034741633553237526, -0.039746450785624665, -0.04379269002491667, -0.04695746799000767, -0.049314770604406456, -0.05093557828140774, -0.051888046532814376, -0.05223770424304424, -0.052047635643618764, -0.051378619192857106, -0.05028920582032319, -0.04883572854536117, -0.047072244231652675, -0.04505041559347972, -0.04281934693584941, -0.04042539055168525, -0.03791194184341957, -0.0353192409289182, -0.03268419661987114, -0.03004024588453254, -0.027417258675474027, -0.024841494391913667, -0.022335612842019754, -0.01991873941284443, -0.017606581497948737, -0.015411590961592336, -0.013343165996989061, -0.011407884529706563, -0.009609760984559722, -0.007950518110425164, -0.006429866010280594, -0.005045781171401355, -0.0037947791655949963, -0.002672175789425803, -0.0016723323672995563, -0.0007888820891235836, -1.4935201558388093e-05, 0.0006567382084301516, 0.0012335482753890225, 0.0017229480490249208, 0.0021323180362070432, 0.002468871339576612, 0.002739577856060345, 0.002951105756673814, 0.00310977839122255, 0.003221544689278035, 0.0032919611884603818, 0.0033261838787215212, 0.003328968179953115, 0.0033046754921742154, 0.003257284929636553, 0.0031904090089552406, 0.003107312184043949, 0.0030109313263825517, 0.0029038973449757883, 0.002788557281099246, 0.002666996370925075, 0.00254105963655995, 0.0024123726823635024, 0.00228236144400398, 0.002152270710020825, 0.0020231813076018778, 0.001896025849860416, 0.001771603089340429, 0.001650590806758881, 0.0015335573575197912, 0.0014209719149742275, 0.0013132135122202436, 0.0012105789947035237, 0.0011132900439065393, 0.0010214993723467564, 0.0009352962935609018, 0.0008547117763502466, 0.0007797231995878246, 0.0007102589276230646, 0.0006462028481064251, 0.0005873990032182313, 0.0005336564019680228, 0.00048475402210422134, 0.0004404460432927428, 0.0004004672369156732], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [150.35527217958165, 8620.235858670405, 3184.131287539099, 798.7514796346248, -47.5438928470453, -302.5131630824937, -344.53196240627926, -315.5319979444451, -267.587840825422, -219.00561048982678, -175.587945858113, -138.56345023959975, -107.8102858026419, -82.37923463429333, -61.690044535022686, -44.842782150999525, -31.22505760649778, -20.369394121503795, -11.710805552896746, -4.862547207010327, 0.5036485957275453, 4.640079343688807, 7.832512212667662, 10.227977536473169, 12.015338626420576, 13.306685257801506, 14.207942480835285, 14.804745257197728, 15.167401300711063, 15.347405503364081, 15.388925146992808, 15.325842899167547, 15.184813488201026, 14.987621417429697, 14.749581445226678, 14.483060887756205, 14.197585747636838, 13.900415840594137, 13.597020928094778, 13.290042464479198, 12.985355217096556, 12.682303385617944, 12.383843483657063, 12.089764681862865, 11.80210251264918, 11.520117523408016, 11.244174940062845, 10.974491862935311, 10.712190196036385, 10.455225669786312, 10.204628683455741, 9.96032915301273, 9.721378719637883, 9.488582876449568, 9.261806240334712, 9.039415456244967, 8.820027784202395, 8.610677202491479, 8.40347543084421, 8.20495418536849, 8.002545671922377, 7.814494098993054, 7.622989829349006, 7.43949465015293, 7.258434467432067, 7.084819655062949, 6.913525393111776, 6.744687540615261, 6.578423040407841, 6.414831268612704, 6.257934054705402, 6.103537210239289, 5.951714126739983, 5.806005632071673, 5.659356237381399, 5.518636289623659, 5.3804078326924545, 5.2447036961364, 5.111547679374201, 4.980955345937222, 4.852934774112774, 4.72999662555271, 4.607016857370564, 4.486599178464719, 4.36872821193378, 4.255517500897738, 4.14259194386655, 4.032146232376968, 3.9241501804432173, 3.818571003621907, 3.713630368332343, 3.6128463253785883, 3.512757318198506, 3.416603058013771, 3.3197000571573296, 3.226633383950385, 3.135808601567894, 3.045859855775095, 2.9568923721096656, 2.871427070662301, 2.7869264752850875, 2.7034729862133324, 2.622215341570811, 2.5430894299830196, 2.46503911973767, 2.389074700402954, 2.3142145855293994, 2.240503986490023, 2.168827752519573, 2.09830504322941, 2.0289661576870985, 1.9615863708182664, 1.8953759987872234, 1.8303536725570049, 1.7665336940500405, 1.7045656813397199, 1.6431524781802882, 1.5835529785462834, 1.5245641841572846, 1.467342391719099, 1.4107722673728944, 1.3559159873450364, 1.3017397111336333, 1.2487556517858203, 1.196951350323504, 1.1458851888560604, 1.096003664777638, 1.047288628846089, 0.9993421844633157, 0.9525536229703906, 0.9069009587086342, 0.8616905007105344, 0.8179464570672851, 0.77467588676513, 0.7325225332206391, 0.6911736847659363, 0.6506363209399504, 0.6109150361469242, 0.5720122454464474, 0.5341706926774454, 0.49689464438737635, 0.46043354026429034, 0.4247829069380904, 0.389731337017031, 0.3554940894490359, 0.32206215565620094, 0.28942565991620983, 0.2573996807990048, 0.22599414385157915, 0.1952167506604931, 0.16522690955506542, 0.13586200233663398, 0.10712480965198552, 0.07901651622376892, 0.052056983027168637, 0.02530754846995157, -0.0015441146423118867, -0.027266512875796, -0.05192489756750313, -0.07663189945550748, -0.10030563135765873, -0.12397071633337108, -0.14756036324635075, -0.16924651591888012, -0.1908940440488774, -0.2124460665869528, -0.23307446314396923, -0.253575501321344, -0.27390286711765305, -0.292656871365031, -0.31192744899219194, -0.33034662582302166, -0.3479639750559649, -0.36539381007035454, -0.3826045445557917, -0.3995676303593714, -0.4157632117141249, -0.43123617491117744, -0.44647972954810505, -0.46147206627572046, -0.47619374707631545, -0.4902359758965283, -0.5040122879483866, -0.5175078109153441, -0.5307095935431384, -0.5432837333144441, -0.5555748632764528, -0.5675734418223795, -0.5789930695920821, -0.5903977329303874, -0.6012378896983037, -0.6117863425634618, -0.6220386912955609, -0.6319916211719848, -0.6414384070894952, -0.6507971892262, -0.6596682155977419, -0.6684289090695915, -0.6767217301910882, -0.6848864690374892, -0.692604265681532, -0.7001802138379707, -0.7073308068498846, -0.714329220358776, -0.7210405204331867, -0.7273595870860305, -0.7335164424795486, -0.739399589106738, -0.7451046236106396, -0.7504499184122185, -0.7556166824713639, -0.7605206019339894, -0.7651679653901461, -0.7696293192552783, -0.7738376374569742, -0.7777998985025608, -0.7815741260070428, -0.7851081395332572, -0.7884092777688354, -0.7915245127259392, -0.7944143252466982, -0.7971192355623676, -0.7996372019141392, -0.8019399550337774, -0.8040594764175866, -0.8059738756854868, -0.8077098665025533, -0.8092677514391513, -0.8106483255764179, -0.8118408104989171, -0.8128630164860465, -0.8137246502420795, -0.8144037163186476, -0.8149265887804068, -0.8152878695622188, -0.8154904101709547, -0.8155372707751872, -0.815431691997049, -0.8151770686191339, -0.814772708231913, -0.81422952223193, -0.813541775863416, -0.8127101893365591, -0.8117528229102442, -0.8106579153508731, -0.8094270222471975, -0.8080839547730325, -0.8066002021805259, -0.8050006039676358, -0.8032765952219229, -0.8014443512974587, -0.7994800875286701, -0.7974143452942958, -0.7952365510595285, -0.7929498186355379, -0.7905573656087167, -0.7880624935563058, -0.785468569709195, -0.782779010031439, -0.7799972636761413, -0.777109608413585, -0.7741363376301705, -0.7710634614826241, -0.7679117719650425, -0.764667049183355, -0.761350418250008, -0.7579295242303417, -0.7544615172526362, -0.7508598911048404, -0.7472541115334264, -0.7434673450112456, -0.7396833556051846, -0.7359052932740148, -0.7319567171742298, -0.7280205401709056, -0.723921404837183, -0.719841037760056, -0.7156056220725554, -0.7113951501617967, -0.7072114682313343, -0.7028836596678373, -0.6984170341324304, -0.6939867969934569, -0.6894259608876703, -0.6849067494134202, -0.6802650605828137, -0.6756698394263181, -0.67096009606139, -0.6663012540613991, -0.6615356229828592, -0.6566688337318289, -0.6518606917373675, -0.6469588245991895, -0.6421190362206278, -0.6371926147265943, -0.6321849709186562, -0.6272457367746515, -0.6220896802345629, -0.6171486288800726, -0.6120011056866995, -0.6069303887345596, -0.6018012689966884, -0.5966186005203957, -0.5913871467226448, -0.5862392131132407, -0.5810475106342611, -0.5758164635438624, -0.5705503845292382, -0.5652534684420888, -0.5600470788047643, -0.5546985030806657, -0.5494441251045312, -0.5441703612921175, -0.5388807928198336, -0.5334716802797543, -0.5281627047685497, -0.5228478742775452, -0.5175302478178418, -0.5122127542289356, -0.5068007390248727, -0.5014936621454689, -0.4961010284499547, -0.4908144593519842, -0.48545070047912237, -0.4801055373842389, -0.47478095285749794, -0.46947881435973204, -0.4641179732784109, -0.4587864036736001, -0.45348555875180074, -0.4481389906339862, -0.44282903876149576, -0.43755676933998794, -0.43232315964835893, -0.42698641352488376, -0.4217659801920731, -0.416521328978334, -0.411257519662619, -0.40604463904208754, -0.4008191317210811, -0.39564781642582264, -0.3904697713949218, -0.3853486679179062, -0.3801679349155216, -0.37504908075006127, -0.36993613174990014, -0.3648867200597575, -0.3597942950805803, -0.35476914113609753, -0.3497094283500216, -0.34472009959203126, -0.3397038892189161, -0.3347605961788223, -0.3298431830927694, -0.3249090360297327, -0.3200070076681058, -0.3151388456514154, -0.31030616297559555, -0.3054699668687694, -0.3007135711090917, -0.29591974065716553, -0.29117042808321014, -0.286466519362313, -0.2817731560677297, -0.2771284794397988, -0.2724991727074505, -0.26788828443561125, -0.26333079770187123, -0.2587642809414759, -0.2542546794363062, -0.24977221979773961, -0.2453190884699342, -0.2408973083657892, -0.2365087454078934, -0.23212843652421775, -0.22781201914513577, -0.2235082488987365, -0.21924505654002993, -0.21499963915460032, -0.21079823105385823, -0.20661903235747414, -0.20248666951971442, -0.19835888643828642, -0.19430222828324095, -0.19021399677044518, -0.18621939465713375, -0.1823343468453655, -0.17836789593597002, -0.17433115802333207, -0.17058618453726335, -0.16677138380371048, -0.16289674998531303, -0.15913310978282, -0.15531891446546325, -0.15161509274620338, -0.14801677152034012, -0.14437577006519386, -0.1408394081353467, -0.13726767975319967, -0.13366795519430377, -0.13017465760117683, -0.12678301977124565, -0.12336835721862884, -0.11993692139060856, -0.11660767790734902, -0.11326628987692086, -0.10991819423319804, -0.10667161136531217, -0.1035219186660063, -0.10027062302540901, -0.0972133722054881, -0.09406335494358833, -0.09101000301221293, -0.0879631514319513, -0.08492645591405386, -0.08198376792110981, -0.07905275261567894, -0.07613651021767161, -0.07323791901312927, -0.0704304672112344, -0.06764126926781538, -0.06487273962197869, -0.06212710129995313, -0.05946866025598207, -0.05677272141981793, -0.05416363933368036, -0.05158083027619561, -0.04902582335230564, -0.046500000105801687, -0.04400460160685009, -0.04154073554236091, -0.03910938326104022, -0.03671140673158087, -0.03434755537857472, -0.032018472766363146, -0.0297247031061854, -0.02746669756664109, -0.025244820371675657, -0.023021675740754154, -0.0208741003305813, -0.018728083438320775, -0.01662125395486901, -0.014553506231188363, -0.012524683701337566, -0.010534583307237472, -0.008553464090194687, -0.006612583415850951, -0.004684058186779281, -0.0027968222736718786, -0.0009502954313326925, 0.0008807544929874008, 0.0026705526895827157, 0.004419816276123939, 0.0061734228847084354, 0.007863493731561706, 0.009554741693449774, 0.011184253961107114, 0.012812237502099227, 0.014398733900155948, 0.015962404469577543, 0.017502286682099747, 0.019001196000426407, 0.020475966028324962, 0.021925901686756993, 0.023350405025708825, 0.02474896939419627, 0.02612117372230087, 0.027453741850787014, 0.028772781824901738, 0.030064639750156635, 0.03132918317752569, 0.03256633913234459, 0.03378667213072926, 0.03496862742682338, 0.03613305423500471, 0.03727888887926832, 0.03838724776592294, 0.03947671874761436, 0.040546504057740004, 0.041588004289956806, 0.042609186481596284, 0.043602253742137984, 0.04457461623709269, 0.045525861733405074, 0.04644929237646417, 0.047357639669152816, 0.04823823622921178, 0.04909727238809929, 0.04993463468973761, 0.05075533878634434, 0.05154899017650906, 0.05232556111320627, 0.05308007323936593, 0.0538126609169627, 0.05452750225750835, 0.055220404623575046, 0.05589525247129634, 0.05654832631739491, 0.05718323060507697, 0.05779980673595542, 0.05839794921293558, 0.058983247696200426, 0.0595333931105798, 0.06008143308669968, 0.0606008954438569, 0.061116245996946116, 0.06160381343987733, 0.06206523125105991, 0.06252130550061427, 0.06295205718335697, 0.0633761452366312, 0.06379198840644795, 0.0641678155974022, 0.06455068601646255, 0.06490984187915261, 0.06524673834863272, 0.0655744745186256, 0.06588105206237695, 0.06617801424822972, 0.06646447440354834, 0.06673080530048923, 0.06697826800153739, 0.06722324963732955, 0.06744230784954941, 0.06765768605159778, 0.06785539764089407, 0.06804198865763648, 0.06821215429519026, 0.06837141941815293, 0.06851946555387772, 0.0686524461016646, 0.06877774520148663, 0.06888559458702308, 0.06898541171714882, 0.06907180332045858, 0.06914746965049937, 0.0692123452655149, 0.06926640311795962, 0.06930965167203064, 0.06934150567173931, 0.06936316418782637, 0.06937468588559415, 0.06937615534296175, 0.06936768065675145, 0.06934939113657171, 0.0693214350957139, 0.06928482751380458, 0.06923821495285598, 0.06918363250764542, 0.06911909395510052, 0.0690458266187524, 0.06896562924498746, 0.06887569807377056, 0.06877771663472641, 0.06867192406006539, 0.06855856241175731, 0.06843578641846586, 0.0683079390790335, 0.06817101860805551, 0.06802737780122002, 0.06787727755537974, 0.06772097555463794, 0.0675562421162173, 0.06738571864173963, 0.06720709343641075, 0.06702311924418139, 0.06683405780527552, 0.06663749350959149, 0.06643629475539758, 0.06622799735329017, 0.06601552489796236, 0.06579637585205411, 0.06557351043867626, 0.06534440016361763, 0.06510925699865534, 0.06487107002500776, 0.06462729171524803, 0.06437814312261769, 0.06412384884442832, 0.06386738962710557, 0.06360347700986545, 0.06333783408546793, 0.06306793050781215, 0.06279128429094391, 0.06251354256079683, 0.062232205043474514, 0.06194483726080658, 0.06165697550102482, 0.06136355033694629, 0.06106742212899001, 0.06076879541215432, 0.060465331981831676, 0.060159814947215805, 0.05985243543213364, 0.05954091983415708, 0.05922796146302302, 0.05891133215579736, 0.05859128656066226, 0.05827042030246695, 0.057946575950089715, 0.057619994358946124, 0.05729316585551972, 0.056961781362750666, 0.05663054346572546, 0.05629525429127261, 0.05596048066082572, 0.055622136638297834, 0.05528258356501913, 0.05494201431707783, 0.05460061494442223, 0.05425659170382839, 0.05391215258534708, 0.05356555262185519, 0.05321892224864953, 0.05287056459913148, 0.052520716330504834, 0.05216960617163167, 0.05182271817337652, 0.05147481862973172, 0.05111595008474915, 0.05076348996021078, 0.05040093160898553, 0.05004502465222222, 0.04969558222655856, 0.049336971550375225, 0.04898502836328128, 0.04862468274618227, 0.04827117426052289, 0.047909986260632025, 0.04755577264943771, 0.04720831936117001, 0.04684042578558322, 0.04649315111468806, 0.04612658862366996, 0.04578017751086269, 0.045415573686111176, 0.04505844985885507, 0.04470855721866051, 0.04435395566571607, 0.04399512900899798, 0.0436437595596514, 0.04328860932759628, 0.04293011980433353, 0.04257923420047723, 0.04222538954236515, 0.041879060677978856, 0.04152026026999977, 0.04117894162194874, 0.040825886041676945, 0.040471297959233, 0.04012452966772318, 0.039776469045829085, 0.03943605410976617, 0.039086122176144995, 0.03874402852493485, 0.038401415634268014, 0.038058543133939714, 0.037715657429342006, 0.03737299191424524, 0.037038122490526265, 0.03669637613443149, 0.036362498393353836, 0.036022467968453493, 0.03569034370900829, 0.03535927607037392, 0.03502303479183654, 0.03469470024332737, 0.034367869822718555, 0.034036724275621766, 0.03370761706600492, 0.033386319773436215, 0.03306145459071391, 0.03273891586526739, 0.032418782868222494, 0.032095984061063676, 0.031780995319664926, 0.03146370747802506, 0.03114930762562228, 0.030833172879069882, 0.03052477054327438, 0.03021491556239161, 0.02990395729017835, 0.02959644463148698, 0.029292375284484706, 0.028987732100700117, 0.02868671639843393, 0.028385494816773073, 0.02808804859319082, 0.027790720859193343, 0.027493750595698006, 0.027200805063858222, 0.02690847632020464, 0.02661696660667956, 0.026329651654313432, 0.026043357863193384, 0.025758254738952532, 0.025474500045313184, 0.025192240240704315, 0.024911610924032684, 0.02463546270228785, 0.024358389045100237, 0.024083293757182718, 0.02381027350341657, 0.02353941633511994, 0.023270802126126755, 0.023004502999708885, 0.022738319267040834, 0.022474692280252014, 0.022213668577469356, 0.021953199080865547, 0.021695518596675015, 0.021438672141826088, 0.021184764717213894, 0.020931931792371315, 0.02068215575303503, 0.020433658911219708, 0.020186579293193455, 0.01994104430774536, 0.01969717119849707, 0.01945665962693115, 0.019216380307836987, 0.018978059256280214, 0.018743243350108182, 0.018509034183602596, 0.01827561751865477, 0.0180458634287563, 0.017817086282214144, 0.017590715418128483, 0.01736554701241308, 0.017142921111200783, 0.01692168799168779, 0.016701963440081787, 0.01648385362982616, 0.01626530075154122, 0.016052857531958193, 0.015846250299135244, 0.015635312896195498, 0.015420624733099348, 0.015221431329103058, 0.015009401711936826, 0.014812322431153456, 0.014612004931594326, 0.014408929827540209, 0.014211655413944655, 0.014012045079931335, 0.013818163197703256, 0.013629748197630364, 0.013439332466479373, 0.013247293995796832, 0.01306079651913077, 0.012872973226543953, 0.012690571323478674, 0.012507105937891274, 0.012328932182345848, 0.0121499259995816, 0.011976073813508807, 0.011801592086215557, 0.011626734874287389, 0.011451741329868611, 0.011281904458068022, 0.011116984835834736, 0.01094719365567715, 0.010782431378704438, 0.010622463851551465, 0.010458326147692062, 0.010299059511330328, 0.01014032065905555, 0.009982257412327148, 0.00982887987558419, 0.009672450946851418, 0.009520724336894333, 0.009373479251712027, 0.009223640792938602, 0.009074952623027306, 0.008930731025499367, 0.008784503058712055, 0.008642705577339298, 0.00850218461492666, 0.008363006774561171, 0.00822523206730142, 0.008088914263667233, 0.007954101239532387, 0.007820835314793786, 0.007686707965700317, 0.007556717394481718, 0.007428368561559933, 0.0073016848084388455, 0.007174526893164625, 0.007049202210768376, 0.006927742994858497, 0.006806036367292095, 0.006684271168603676, 0.00656630894679083, 0.006448395631975892, 0.006332421116433191, 0.006218371011585804, 0.00610460651884095, 0.005992834785169036, 0.0058815103931491265, 0.00577222639079758, 0.00566495247431105, 0.005558276604293001, 0.005453636374739913, 0.00534970132387512, 0.005246559560241349, 0.005145504009099547, 0.005045317305776047, 0.004947204824654982, 0.004850020966891625, 0.004753826201702342, 0.004658675148886491, 0.004565611698193653, 0.004472657225225862, 0.004381809686086267, 0.004292111222874672, 0.004203594347294849, 0.004116287381583625, 0.004029401054117111, 0.003944610420609204, 0.0038610912226172208, 0.0037781226388657906, 0.0036964999289895648, 0.003616229020942224, 0.0035373133597006055, 0.003459113517070373, 0.003382312504485114, 0.003306905238735417, 0.0032323076406555384, 0.0031585706729216905, 0.0030862782789158162, 0.0030154155563131392, 0.0029449633035195317, 0.0028759775028337565, 0.002807969747912856, 0.002740967318365681, 0.0026749938254927324, 0.002610069437906745, 0.00254661575105572, 0.0024838229774627194, 0.002422121788624774, 0.002361520692133645, 0.002301676017425271, 0.002242966630156951, 0.002185393007369696, 0.002128640783982674, 0.002073042699924391, 0.002018302477636534, 0.0019644450078063914, 0.0019114917721391568, 0.0018602386221023524, 0.0018093659237121468, 0.0017579855338416541, 0.0017108906603634263, 0.0016610498207417104, 0.0016152945761680583, 0.0015671134816838943, 0.0015228186513883885, 0.001478284597672223, 0.001433646331710204, 0.0013925317244037607, 0.0013495910489358437, 0.0013083762699067363, 0.0012687954406458083, 0.0012292727037092816, 0.0011913350156517284, 0.0011535264149618275, 0.0011159348832249921, 0.0010799010167000498, 0.0010441328580625489, 0.0010098589144008879, 0.0009769985524236472, 0.0009433502973581797, 0.0009111462817672307, 0.0008803072353911949, 0.0008488957830566116, 0.0008197553881141071, 0.0007901377545067101, 0.0007618283072203882, 0.0007339761038873224, 0.0007066165487933724, 0.0006804898656943011, 0.0006548494855342013, 0.000629722504842027, 0.0006057484875030554, 0.0005822741301434592, 0.0005593195991695111, 0.0005369020946528063, 0.0005150360061740228, 0.000494216524497351, 0.0004734621642775635, 0.00045372525300827756, 0.0004345296996569111, 0.0004158807890955769, 0.0003977818705278454, 0.00038023449656434213, 0.00036323855894839803, 0.0003471128308442954, 0.0003311966446945714, 0.00031582363449375155, 0.0003009882999465291, 0.0002866840908897463, 0.00027290351428305436, 0.000259638235716359, 0.0002468791754187991, 0.00023461659879899088, 0.00022264639912797094, 0.00021135635199686904, 0.00020035768976386554, 0.0001896690158125773, 0.00017961060169794868, 0.00016985352399258188, 0.00016054481572233133, 0.00015166951277863488, 0.00014309405864554263, 0.0001349371081888997, 0.0001271828433699562, 0.00011971809522394659, 0.00011254645556373378, 0.00010575504246987594, 9.932716823563036e-05, 9.317230670552255e-05, 8.728978091866118e-05, 8.174216979997033e-05, 7.64529877738216e-05, 7.1419009945041e-05, 6.663611046688373e-05, 6.21473817556104e-05, 5.789212987789574e-05, 5.386477632636738e-05, 5.009732940674132e-05, 4.650404971775572e-05, 4.3151728990991406e-05, 3.996552258669334e-05, 3.697317737750423e-05, 3.419241773519085e-05, 3.156262299615119e-05, 2.9103567892624228e-05, 2.680741109916835e-05, 2.4648390418323208e-05, 2.265623167757661e-05, 2.0788717491590512e-05, 1.9042342078507046e-05, 1.7438049063013046e-05, 1.5930837564647146e-05, 1.4550610183786346e-05, 1.3259144731193608e-05, 1.2071715444233884e-05, 1.0973677235699745e-05, 9.96743554962939e-06, 9.040240459240396e-06, 8.187746049269952e-06, 7.405622386761772e-06, 6.689587977841981e-06, 6.035437975547973e-06, 5.439068328984181e-06, 4.896496094072729e-06, 4.401026776361681e-06, 3.954981594751212e-06, 3.549384664458387e-06, 3.181647762555182e-06, 2.850954900217847e-06, 2.5541527437190457e-06, 2.2869209344450447e-06, 2.0469904183046217e-06, 1.8332185303056562e-06, 1.6421968607966478e-06, 1.4687834883973752e-06], 'MSE': 21765.87505106966, 'R_2': 0.8421233428719626, 'U_norm': [-162.36818480911532, -18.427872664244973, -0.05976522060058324, -0.027615301511190446, -0.04146003917297867, -0.04255480332372077, -0.05303498328566452, 58.885198886934745, 92.47069975200986, 39.588715307997425, -0.05882780995223229, -0.053841506136970745, -0.047500189880753906, -0.04009247867346224, -0.03196987294376436, -0.024652987461335974, -0.015546405240043503, -0.006134214788514938, -0.008485331692377451, -5.407507821589672, -3.488978447152423, -0.02693104485785682, 0.013338340799083128, 0.01430862443992291, 0.014262478177474279, 0.014020280968194234, 0.013911188321794337, 0.013764023133757759, 0.013620530854762768, 0.013488788154133277, 0.013350920946617733, 0.01317686122023941, 0.012935864487977277, 0.012604492656585147, 0.012170716677914908, 0.011634823090540626, 0.011007839197522924, 0.010315685938575132, 0.009532931720543557, 0.008797967375388668, 0.008073495353878057, 0.00733245917417416, 0.006560595634326512, 0.005862508339756031, 0.005243852386876261, 0.0046563405542305964, 0.004145048130070829, 0.003684302214011564, 0.003256098917005376, 0.0028632164318593547, 0.002513647893617233, 0.002206248108006394, 0.0019286457397211063, 0.0016772101408251095, 0.001448858206999447, 0.0012410378884295768, 0.001051673414188578, 0.0008790904803122635, 0.0007219353371439272, 0.0005790975073560081, 0.0004496421428254771, 0.000332754984032528, 0.00022770058896008345, 0.00013379292428138706, 5.037646699989022e-05, -2.3184457833234368e-05, -8.751042004063246e-05, -0.0001432078048894261, -0.00019086763908327193, -0.0002310636209559455, -0.00026435023052673583, -0.00029126142019351287, -0.00031231008663042456, -0.0003279883038604011, -0.0003387681565160691, -0.00034510294105285106, -0.0003474284844530217, -0.0003461643545224018, -0.0003417147835672767, -0.00033446918879149345, -0.00032480223626851377, -0.00031307345355597715, -0.0002996264449294891, -0.0002847877989042984, -0.000268865800599644, -0.0002521490691100623, -0.00023490523800343176, -0.00021737978461636637, -0.00019979509535296986, -0.00018234983270239683, -0.0001652186456735419, -0.0001485522427043808, -0.0001324778251016017, -0.00011709986139073982, -0.00010250116785155018, -8.874425105992833e-05, -7.587286023387554e-05, -6.391369496805422e-05, -5.287821311728347e-05, -4.276448660136598e-05, -3.355905721096068e-05, -2.523875031342187e-05, -1.7772411674004302e-05, -1.1122538945611963e-05, -5.246787021135899e-06, -9.933274284583663e-08, 4.367909419902625e-06, 8.204223635557516e-06, 1.1459179497608302e-05, 1.418186412336262e-05, 1.6420251238985473e-05, 1.8220697030322555e-05, 1.9627550930098454e-05, 2.068286899478496e-05, 2.142621704403451e-05, 2.189455113233181e-05, 2.2122163306021777e-05, 2.2140681454381678e-05, 2.19791128743567e-05, 2.1663922313086414e-05, 2.1219136308314724e-05, 2.066646646265181e-05, 2.0025445656075295e-05, 1.9313571838418458e-05, 1.854645497962814e-05, 1.7737963806393513e-05, 1.6900369402285217e-05, 1.604448352228312e-05, 1.5179789942049374e-05, 1.431456764325038e-05, 1.345600511468495e-05, 1.2610305086071447e-05, 1.1782779991978583e-05, 1.0977937693743275e-05, 1.01995582743441e-05, 9.450762165443767e-06, 8.73407028362394e-06, 8.05145692244911e-06, 7.404396466419944e-06, 6.793904593374301e-06, 6.220575319974201e-06, 5.684614617057124e-06, 5.1858720334504465e-06, 4.723871126594693e-06, 4.2978396432254426e-06, 3.9067403212785725e-06, 3.549302896079909e-06, 3.224057367616839e-06, 2.9293688059597985e-06, 2.663473198350366e-06]}, 'iteration_31': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24441.847760797355, -3115.3685923328107, -9.314704268259687, -4.944163243064626, -6.562593396660541, -6.391719115586418, -7.6378817930007, 9666.178001123633, 13975.337253926478, 5457.125880388265, -7.138455610427748, -6.171783705596884, -5.119836235616524, -4.046615264083851, -3.0064717494900743, -2.21902153788668, -1.1629124571531904, -0.14094834741926263, 0.45207655687845827, -905.7416512537266, -472.7834371363706, 3.059929682632848, 1.9052436906039885, 2.1515739615951475, 2.2332066134676967, 2.2927785922319113, 2.357612137323971, 2.3906425765107344, 2.3917712170530003, 2.3635597094262986, 2.309481039562678, 2.2336778391827394, 2.140610657662454, 2.0347001943979115, 1.920035876915722, 1.8001964044220475, 1.6781602650007683, 1.5570444189272863, 1.4321308941368498, 1.3217526234812071, 1.2171039882156847, 1.1124285324422751, 1.0034644986988681, 0.9051521198446287, 0.817044252327046, 0.7317893169502672, 0.6561452027364268, 0.5858049352684405, 0.5173554528093608, 0.4563268643628283, 0.3993294432414193, 0.3487686209365056, 0.30276619853260883, 0.26099988106394334, 0.2231492785804918, 0.18890317046764177, 0.15796520865216301, 0.13005801445599072, 0.10492573413779481, 0.08233520582154139, 0.062075948445300504, 0.0439592134192172, 0.02781634483793224, 0.013496681888788676, 0.0008652120510488921, -0.010199847670060743, -0.01980939854943525, -0.028065628626387784, -0.03506392566779074, -0.0408944880269526, -0.04564361249403238, -0.04939465984918957, -0.052228716145833555, -0.05422498068717644, -0.05546092030860057, -0.056012234490707156, -0.05595267722379459, -0.055353780211772355, -0.05428451844425909, -0.052810954025388115, -0.0509958881116454, -0.04889854428918593, -0.046574300485807026, -0.04407448053176905, -0.04144621139830068, -0.03873234753879155, -0.03597146018103571, -0.03319788674548649, -0.030441833549296856, -0.027729524015838565, -0.025083383982026683, -0.022522255971652586, -0.020061634532670982, -0.01771391569607933, -0.01548865429081347, -0.013392823850844664, -0.011431074707816185, -0.009605986716089612, -0.007918313807277198, -0.006367218209987391, -0.004950492813167057, -0.0036647704986384174, -0.002505719706119331, -0.0014682257561512684, -0.0005465576425439714, 0.0002654797968073663, 0.000974408342625319, 0.0015869532939755855, 0.0021099346033706104, 0.0025501718698216092, 0.002914402686880534, 0.0032092137827373604, 0.0034409842365942826, 0.003615840020261071, 0.003739618974015811, 0.0038178453369072116, 0.0038557128255533846, 0.0038580752965729193, 0.0038294439618679066, 0.0037739901778650943, 0.003695552841962732, 0.003597649466723531, 0.003483490066264223, 0.003355993043542363, 0.003217802393238967, 0.0030713055597866145, 0.002918651454724649, 0.0027617681596540295, 0.0026023799906205887, 0.0024420236199379983, 0.002282063071462234, 0.0021237034719596374, 0.001968003483974591, 0.0018158864311814769, 0.0016681501502093686, 0.0015254756836550884, 0.001388434902703969, 0.0012574972271968221, 0.0011330356092150672, 0.001015331944021047, 0.0009045821147435916, 0.0008009008685561116, 0.0007043266859562202, 0.0006148268472169952, 0.0005323028224051766, 0.00045659611803877014, 0.0003874946190958978, 0.00032473946805806984, 0.0002680323967134008, 0.00021704342134774412], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [148.28869502449402, 8660.354436274036, 3173.650310510708, 780.0913398322173, -61.94199910887447, -311.77271317650604, -350.042850334308, -318.5777526230769, -269.0213303053814, -219.3599612977005, -175.2044254442528, -137.67231147232113, -106.57739869598984, -80.9249689566469, -60.106194282878164, -43.19702335467925, -29.567654558880072, -18.736405844337867, -10.127223694968276, -3.3448596686970298, 1.9455183339503845, 6.001705704454949, 9.112004466039279, 11.427073216412525, 13.136472246801766, 14.353930747836893, 15.185992630154413, 15.71855496386319, 16.021603887752626, 16.146870027254106, 16.13797492549868, 16.028785318063807, 15.84536500728666, 15.60938358935918, 15.335611106264032, 15.03612299840712, 14.720172489474422, 14.394770003068533, 14.065161049039821, 13.733677926530675, 13.406249305523962, 13.081853265075514, 12.763419962356702, 12.450541319913667, 12.145239752417682, 11.846616371584197, 11.554969976276293, 11.270457895855996, 10.994200928907617, 10.723995217984914, 10.460882784048806, 10.204751127365963, 9.954572904444214, 9.711161278796247, 9.474345046794095, 9.24239382625381, 9.01384732359536, 8.796005479006011, 8.580634729881929, 8.374502323630743, 8.16454660010738, 7.969671763717087, 7.771401254658827, 7.581590948366913, 7.394456119938137, 7.215158100790142, 7.038387911879605, 6.864275615893261, 6.692931556209315, 6.524447884506908, 6.3629530175492945, 6.204117033910951, 6.048006630313216, 5.8982516166872525, 5.747592434889821, 5.603079777015379, 5.461173917991378, 5.321901824809031, 5.185281516682662, 5.051322908643923, 4.920028602732004, 4.79396754475947, 4.667880698540984, 4.544433577605597, 4.423606257750464, 4.307561381499649, 4.191810959750138, 4.078601609569933, 3.96789967751873, 3.8596691784799795, 3.752084836665927, 3.648751550699992, 3.546118692877741, 3.4475070958637093, 3.3481122420776877, 3.252635989057183, 3.1594425053364574, 3.067129602642224, 2.9758043263384972, 2.8880544934919476, 2.8012750669844895, 2.715550224799045, 2.6320601203390876, 2.550739597928809, 2.470503650560716, 2.392391385770779, 2.3153941139972267, 2.239558707669426, 2.1657963774251825, 2.093201592499589, 2.0218062175272467, 1.9524096051551163, 1.884199577870239, 1.8171962200887126, 1.7514152310895916, 1.6875274539135563, 1.6241966060352784, 1.562721968138873, 1.5018638272714848, 1.4428162587305102, 1.3844295155954554, 1.3278010439941152, 1.27186478560546, 1.2171506355857449, 1.1636468999705352, 1.1108985401895919, 1.0593678259947439, 1.0090371368164108, 0.9594964251705563, 0.9111489513751843, 0.8639730308904752, 0.8172527879611735, 0.7720475784068505, 0.7273322188753469, 0.6837728379527248, 0.6410471413044332, 0.5991631747466841, 0.5581264861614911, 0.5179403343345753, 0.4788561371136525, 0.44036255931737406, 0.40271788618180826, 0.36591808488561334, 0.3297455497740759, 0.29442299503542174, 0.25994156182586164, 0.2262914467213246, 0.19328241089978723, 0.1609251605652683, 0.12922805766745818, 0.0983555446471293, 0.06814043433271658, 0.03858586434546652, 0.009693277284928768, -0.018003237583641134, -0.045467987961970165, -0.07302052369049108, -0.09939696080608394, -0.12466521204512682, -0.14996527363798046, -0.174189168920791, -0.1983852912168176, -0.22248415589264578, -0.24461951371990975, -0.2666961730436648, -0.28865506326045304, -0.3096526228339355, -0.33049963805165494, -0.3511481500087868, -0.3701778778026003, -0.3897099125490051, -0.40835699033385625, -0.4261709381117217, -0.4437734340612447, -0.46113201840064266, -0.4782174303747338, -0.49450676441881397, -0.5100469613131944, -0.5253340837989087, -0.5403459536567904, -0.5550628869839428, -0.5690770829796291, -0.5828021578890643, -0.5962232174215295, -0.6093273834424716, -0.6217842509590655, -0.6339362997793325, -0.6457742132081029, -0.6570165195941821, -0.6682186746322349, -0.6788411330547796, -0.6891524500216032, -0.6991486586839745, -0.7088269196094716, -0.7179875012468254, -0.7270363495671895, -0.7355874250781256, -0.7440051126045744, -0.7519464414300749, -0.7597374657411908, -0.7670745782734121, -0.7742485736312361, -0.7809917252282161, -0.7875624694588822, -0.7938341570455695, -0.7997102465606114, -0.8054055651283679, -0.8108171255424661, -0.8160331170988996, -0.8208885614257051, -0.8255492216468687, -0.8299394163279528, -0.8340660235972133, -0.8379921877452977, -0.8416594791969356, -0.8450754308290999, -0.8482907520156592, -0.851261730292637, -0.8539962107227642, -0.8565339820625438, -0.8588437922262644, -0.8609590903229994, -0.8628784974161766, -0.8645817654021728, -0.8660940014676143, -0.8674011413060745, -0.8685231641814596, -0.8694609891080279, -0.8702160173159657, -0.8707848681200296, -0.8711789279994984, -0.8714018618767351, -0.8714520273995775, -0.8713365207120631, -0.8710570588398654, -0.8706169882719353, -0.8700198460071087, -0.8692693309562939, -0.8683692773890239, -0.8673136513678626, -0.8661253956647192, -0.8647877397474447, -0.8633020841901392, -0.8616978247372248, -0.8599527407921171, -0.8580690052307881, -0.8560810759988411, -0.8539456274318034, -0.8516980013570516, -0.849325136898828, -0.8468483375795276, -0.8442349621299033, -0.8415251581977774, -0.8387041731067617, -0.8357755399288229, -0.8327428733468166, -0.8296098501908563, -0.826380191494794, -0.8230576460324552, -0.8196459752839741, -0.8161280635327465, -0.8125283353664302, -0.808829536383864, -0.8050563711841053, -0.8011914809143343, -0.7972596923164287, -0.7932224463586147, -0.7891468448494453, -0.7849311199267294, -0.7807264611827802, -0.7763266304578811, -0.7719451054488539, -0.767584442592743, -0.76304092785629, -0.7585249694090587, -0.7538352717611094, -0.7491796381499575, -0.7443596041009927, -0.7395798710505215, -0.7348416746203436, -0.7299513047148645, -0.7249152590266501, -0.7199309027773342, -0.714810164027295, -0.7097462221024045, -0.7045549889394813, -0.6994252177338437, -0.6941769816139339, -0.688994420873265, -0.6837019082822641, -0.6783059193225386, -0.6729834152633457, -0.6675654936162843, -0.66222414515113, -0.6567950237030293, -0.651284220963753, -0.6458561782562099, -0.6401975201990028, -0.6347819429915671, -0.6291472471074236, -0.6236035819518322, -0.618002887442311, -0.6123504939644903, -0.6066516098178688, -0.6010501211383932, -0.5954072847715085, -0.5897279025328367, -0.584016637124196, -0.578278006741465, -0.5726432574875316, -0.5668604837867206, -0.561185213494762, -0.5554945258896643, -0.5497922282454923, -0.5439665857049781, -0.5382541211153785, -0.5325405465806925, -0.5268290697305493, -0.5211227510044816, -0.5153200611930037, -0.5096347621206947, -0.5038626762054239, -0.4982088069465563, -0.4924770579304609, -0.4867697947744024, -0.48108901918523894, -0.47543660777338, -0.4697260370879485, -0.4640510001602064, -0.45841291694285297, -0.4527304422631404, -0.44709105029514234, -0.44149573989242036, -0.435945416858222, -0.4302897349460682, -0.42476120338441636, -0.41921085691856663, -0.4136440611924362, -0.4081348679572638, -0.4026160347562467, -0.39715805581305097, -0.39169655272646914, -0.3862986025149099, -0.38084130792114984, -0.3754526358915252, -0.37007356984200274, -0.364764650089824, -0.3594138079959524, -0.35413688027241663, -0.34882688380673976, -0.34359390001034884, -0.33833585441815345, -0.3331572979148755, -0.3280088477788314, -0.3228458648142859, -0.31771943948116776, -0.3126313269617656, -0.30758313921170416, -0.30253410486051563, -0.2975711271157343, -0.2925718322636239, -0.28762166975452746, -0.2827214776652686, -0.2778348876241251, -0.2730015541642883, -0.2681867472274563, -0.26339360325736866, -0.25865842376936127, -0.253916301654556, -0.24923567478124214, -0.24458556937475082, -0.23996820517415088, -0.235385628737939, -0.2308397207052134, -0.22630458824469138, -0.22183777801024757, -0.21738620034117576, -0.2129787037105623, -0.208591668614818, -0.20425215794403145, -0.19993760611984826, -0.19567338678802323, -0.1914158583824494, -0.1872336040138862, -0.18302071814417942, -0.17890617825644717, -0.17490624801254245, -0.17082430520802044, -0.1666718951769116, -0.16282129516476873, -0.15890056787644405, -0.1549200729998009, -0.1510552729472188, -0.14714023942975554, -0.14334011943172567, -0.13964977641325702, -0.1359172033484232, -0.13229338951676764, -0.1286348268202749, -0.12494910878766605, -0.1213738248515538, -0.11790397135097017, -0.11441194503768437, -0.11090416829659258, -0.10750220673390938, -0.10408917706769973, -0.10067065009507098, -0.09735707184432195, -0.09414361287763835, -0.09082777090644557, -0.08771101581085138, -0.08450090190957622, -0.08139047984560009, -0.07828784724906358, -0.07519672503497239, -0.07220241596782694, -0.06922108906747274, -0.0662558913941068, -0.06330974020385145, -0.060457277352901094, -0.0576243968918495, -0.05481353908995393, -0.052026946790487, -0.049329834322242645, -0.046595675917003546, -0.043950572708317176, -0.041333053304602435, -0.03874464917032487, -0.036186740482435094, -0.03366056356694018, -0.03116721832202291, -0.02870767557871417, -0.026282784357041185, -0.023893278981972924, -0.021539786029342183, -0.01922283107726228, -0.01694284524337273, -0.014700171492572139, -0.01245706047960092, -0.010291013241292345, -0.008127355520947155, -0.006004019547161043, -0.003920871545065198, -0.0018777267629214859, 0.0001256460027615731, 0.0021191949620890014, 0.004071476210580165, 0.006010547781214705, 0.007907329209484084, 0.009762432619184252, 0.011601220194948489, 0.013397821331387845, 0.015152984920537925, 0.01691173938369719, 0.018606021196099543, 0.020300720706419605, 0.021932812145176325, 0.023562614755325097, 0.02515012853345044, 0.026714044706901825, 0.02825340573282265, 0.029751051598029068, 0.031223820902721897, 0.03267102646733093, 0.03409207937040354, 0.03548648297996269, 0.03685382710617434, 0.038180904348422265, 0.03949372601476435, 0.04077870252036054, 0.042035714642592814, 0.04326470298132183, 0.044476165378721545, 0.04564871834375456, 0.046803060882279146, 0.047938133488226856, 0.04903524708830627, 0.05011281906031649, 0.05117005829258992, 0.0521984757259065, 0.053205949030758, 0.05418479737372065, 0.055142337357875326, 0.05607816652013861, 0.056985710065708635, 0.057877486463523156, 0.058741066288945695, 0.0595825383805554, 0.060401800814816074, 0.06120376189744288, 0.06197827645536681, 0.06273508990325523, 0.06346935556491044, 0.06418122039566268, 0.06487475238967556, 0.06554589334164304, 0.06619841698245889, 0.06682873947962423, 0.06744035410141128, 0.06803311452567956, 0.06860692777378255, 0.06916714793912186, 0.06969247177520248, 0.0702144706428534, 0.07070792556814197, 0.07119607781576358, 0.0716565062243069, 0.07209085382270757, 0.0725187101609727, 0.07292133695704614, 0.0733161846216739, 0.07370169356739348, 0.07404852620869515, 0.07440013216229506, 0.07472818177349821, 0.07503413554481148, 0.07532991688362663, 0.07560472514745524, 0.07586894120155827, 0.07612170358231583, 0.07635456123216044, 0.07656877744599763, 0.07677847236189682, 0.07696363197802668, 0.07714312341482392, 0.07730522911578798, 0.07745539563707445, 0.07758943481378479, 0.07771178941903356, 0.0778221672773658, 0.07791781020066886, 0.07800399510334166, 0.07807413679341818, 0.0781345217927878, 0.07818185795777882, 0.07821782853775869, 0.07824239356134056, 0.07825555133178579, 0.07825733549985021, 0.0782481575225948, 0.07822824861668408, 0.07819769168055395, 0.07815659525893034, 0.07810509111786489, 0.0780433319101345, 0.07797148894035597, 0.0778914983244744, 0.07780022116985887, 0.0777015009767187, 0.0775916073650081, 0.0774726767038626, 0.07734737398754772, 0.07721121338519348, 0.07706675436093048, 0.07691425512966893, 0.07675397635180953, 0.0765832976813324, 0.07640817647592094, 0.07622305211833771, 0.07603108702185815, 0.07583255801118649, 0.07562773819898877, 0.07541368172322735, 0.0751937957971248, 0.07496507173115714, 0.07473100625817096, 0.07449187350917903, 0.07424458931937429, 0.07399273372405377, 0.07373319255058983, 0.07346957968483912, 0.07319876192429967, 0.0729243686801789, 0.0726432578297714, 0.0723556775420367, 0.07206525482314761, 0.07176885495773758, 0.07146673255547917, 0.07115914483133505, 0.07084966966854987, 0.07053190920994967, 0.07021273830902734, 0.06988909015560557, 0.06955798127571751, 0.06922615376402697, 0.06889059512699547, 0.06854839266210284, 0.06820612237395209, 0.06785773967077278, 0.0675066305626461, 0.06715302087619224, 0.06679413109720223, 0.06643324171721972, 0.06607056222343562, 0.06570339880580413, 0.06533491477607513, 0.06496247533787973, 0.06458637277456884, 0.06420964598051446, 0.06382975056793516, 0.0634469612852435, 0.06306418594437162, 0.06267636977937414, 0.06228900821103426, 0.06189718387661027, 0.06150622558165365, 0.06111135345183294, 0.06071531759719902, 0.060318334853837856, 0.05992061409172489, 0.059520059699722676, 0.05911923654186322, 0.058716107964174334, 0.05831314588662947, 0.057908371680471075, 0.057502055906539874, 0.057094459695977956, 0.05669194080440645, 0.056288417936807236, 0.055872344719281694, 0.05546386651412644, 0.05504385055700037, 0.05463169844778573, 0.05422718078190237, 0.053812198486784674, 0.053405074338031475, 0.05298837299270202, 0.05257971495723334, 0.052162316176046865, 0.05175310859337787, 0.0513518347624259, 0.05092708554643579, 0.050526263253851254, 0.05010330489206352, 0.049703715114359864, 0.049283260716504226, 0.048871550736902546, 0.048468289704785866, 0.048059713885050835, 0.04764638390331727, 0.047241754075513794, 0.04683288044533041, 0.04642027395470387, 0.04601652729601897, 0.04560948366124062, 0.04521119043778363, 0.04479866346564588, 0.04440633898402399, 0.04400062944690885, 0.04359326740799644, 0.04319499456849743, 0.04279534290381147, 0.04240457294925717, 0.04200298481188618, 0.04161049726019595, 0.04121751913238087, 0.04082434955932759, 0.04043127230171699, 0.040038556007222656, 0.03965488059645714, 0.03926343543313679, 0.038881111396577274, 0.038491853388222634, 0.03811175635540771, 0.037732978619078615, 0.03734839593975063, 0.03697296971010773, 0.03659937609922889, 0.03622096671416959, 0.03584500516661267, 0.035478081580605926, 0.035107202355044484, 0.034739099699179946, 0.034373863805587455, 0.034005711251869436, 0.033646589319928435, 0.03328497179896211, 0.03292677277820012, 0.03256672741629478, 0.03221561707476592, 0.03186298363941757, 0.03150922924873672, 0.03115953033531924, 0.03081388276563478, 0.030467721268576543, 0.030125820798693845, 0.029783828186470164, 0.02944626427432374, 0.02910897950956757, 0.028772248053918505, 0.02844022835836748, 0.028109057904735658, 0.027778968279313383, 0.027453781639016964, 0.027129905548551225, 0.026807533675410954, 0.02648684608236482, 0.02616800973589894, 0.025851179025088534, 0.025539570850617286, 0.025227085255232158, 0.024917000256401062, 0.024609425172442266, 0.024304459356190845, 0.024002192701808454, 0.023702706140877883, 0.023403527720158003, 0.02310740303816978, 0.022814383436080415, 0.022522169784490044, 0.02223327014992341, 0.02194549329326616, 0.021661198097032635, 0.021378296987429494, 0.021099008015883877, 0.020821343087862782, 0.020545457956461902, 0.020271496096202362, 0.01999958923045594, 0.019731631005212566, 0.01946413538504099, 0.0191990260031824, 0.01893802144366327, 0.018677899589401043, 0.018418869905011903, 0.018164116369465612, 0.017910659789077334, 0.017660084031066437, 0.01741105654114094, 0.017165059084744402, 0.01692082064011702, 0.01667846992761012, 0.016438124587160655, 0.016197520610351925, 0.015963868295299517, 0.015736852937682993, 0.015505307037462593, 0.015269885421060026, 0.015051678011791391, 0.014819650646577377, 0.01460421225323676, 0.014385465000114004, 0.01416394974229786, 0.013949002020740788, 0.013731755693234694, 0.01352098699829854, 0.01331639619824231, 0.013109873554679997, 0.012901841643294483, 0.012700058839740146, 0.012497092955098736, 0.012300232624731946, 0.012102475834640022, 0.01191066969418517, 0.011718218007108944, 0.011531553352932038, 0.011344461972923969, 0.01115722417242094, 0.01097010309920509, 0.010788753187759525, 0.010612901775219268, 0.01043211691026885, 0.010256945489194353, 0.010087121284944224, 0.009913131297735325, 0.009744563511918452, 0.009576813674346886, 0.009410040866769052, 0.009248468560630599, 0.00908394804171456, 0.008924635681175281, 0.00877028168325292, 0.00861347039161834, 0.00845812925950088, 0.00830771368753053, 0.008155471924721451, 0.008008104654610595, 0.007862323983539608, 0.007718197383954135, 0.007575784940820353, 0.007435139760994624, 0.007296308375330106, 0.007159331131693102, 0.007021736171338842, 0.006888646813917776, 0.006757496765558911, 0.006628305398101624, 0.006498893068972088, 0.00637160947512295, 0.006248506285367023, 0.006125409033368297, 0.006002515212800025, 0.005883715558138102, 0.005765222287192209, 0.005648933473143469, 0.0055348272754831875, 0.00542126207837194, 0.005309939686656653, 0.00519931794060408, 0.005090976589552981, 0.0049848768085629614, 0.00487961812800451, 0.004776614935416164, 0.004674553008680181, 0.004573518643225448, 0.004474773046558077, 0.0043771209993518495, 0.004281731596798154, 0.004187484921425025, 0.0040944374116973015, 0.004002639195828527, 0.003913090412719539, 0.00382388365819072, 0.0037369326273562326, 0.003651312736069933, 0.003567050666523161, 0.00348416869123328, 0.0034019157718345222, 0.0033218722529041516, 0.003243251143975841, 0.0031653710896271644, 0.003088975381630453, 0.0030140630347157823, 0.0029406305795089695, 0.0028680788399885774, 0.0027970370414256247, 0.0027274931253840084, 0.0026589034215729005, 0.002591311924751959, 0.002525248293211411, 0.002460690791706974, 0.0023967070808279317, 0.0023342521149513143, 0.0022728771494201247, 0.0022126021169835263, 0.0021534432728234467, 0.0020954134461886845, 0.002038882197301678, 0.0019831224301567595, 0.0019285124997595606, 0.001875053859889261, 0.0018224386711709541, 0.0017709951261497445, 0.0017207169867318763, 0.0016713243884321465, 0.0016231014319560279, 0.001575785424834508, 0.0015293933108621338, 0.0014839387546160781, 0.0014400963371328773, 0.001396730954735397, 0.0013530891744322772, 0.0013132282349846002, 0.0012711927426698048, 0.0012327411642517152, 0.0011923968220640677, 0.0011554412920003379, 0.0011184188610389178, 0.001081446006379077, 0.0010475148019074391, 0.001012205152858139, 0.000978440762873089, 0.0009461335884954429, 0.0009139921907074399, 0.0008832533447140409, 0.0008527320178095329, 0.0008225000188033698, 0.0007936297756277804, 0.0007650802201294554, 0.000737826224870952, 0.0007117928438572731, 0.0006852353010863781, 0.0006599144907541289, 0.0006357576060610426, 0.0006112455582665958, 0.0005885916861345299, 0.0005656534531924852, 0.0005438118365495322, 0.0005224043927268664, 0.0005014559868488245, 0.00048152761563200337, 0.00046204408370642064, 0.0004430233452752204, 0.0004249440090111964, 0.0004073079371946352, 0.0003901275017526176, 0.00037341262405678, 0.0003571709324875359, 0.00034176497713185393, 0.000326465261736138, 0.00031197070659301984, 0.00029792657089710645, 0.0002843335688872889, 0.0002711909449247142, 0.00025849660165121684, 0.000246247223331707, 0.0002346680348421263, 0.00022328149458718743, 0.0002123244326789419, 0.0002017897640894203, 0.0001916697191242167, 0.00018195593285624223, 0.00017263952874490014, 0.00016371119655002192, 0.00015516126468482602, 0.00014684537180910048, 0.00013903016376978346, 0.00013144378640018403, 0.00012409770018558596, 0.00011720939027487968, 0.0001105510062468579, 0.00010422095238878607, 9.820664506846215e-05, 9.241570242859954e-05, 8.692642226978766e-05, 8.17259724829528e-05, 7.673671624199287e-05, 7.195968590197958e-05, 6.745122910139376e-05, 6.319835064122721e-05, 5.9139598279519477e-05, 5.527326536980462e-05, 5.163901676254098e-05, 4.818532574527766e-05, 4.490891817229653e-05, 4.180595967505581e-05, 3.8903133264985286e-05, 3.615996974827515e-05, 3.3571855307565246e-05, 3.115826016353703e-05, 2.886331563592993e-05, 2.672879257246389e-05, 2.4706168747974714e-05, 2.2812323916443446e-05, 2.105760917960861e-05, 1.9403024892613734e-05, 1.7860376182722514e-05, 1.64240715878742e-05, 1.5077412328983121e-05, 1.3838341988642419e-05, 1.2680036074840176e-05, 1.1599869878083055e-05, 1.0610299070501457e-05, 9.683126439879614e-06, 8.83634214993047e-06, 8.046109882189262e-06, 7.321442044236984e-06, 6.6530630440400165e-06, 6.042125747678652e-06, 5.480599639817883e-06, 4.965600190133635e-06, 4.494276217354134e-06, 4.0638290135113835e-06, 3.671528631208698e-06, 3.314727502168904e-06, 2.990871569267485e-06, 2.6958142603341076e-06, 2.430794269839878e-06, 2.19034678206615e-06, 1.972827055280045e-06, 1.7776470079733816e-06, 1.602846289188233e-06, 1.4457941002339693e-06, 1.3050815279626572e-06, 1.1799680252710297e-06, 1.0683954500933702e-06, 9.673112211196127e-07], 'MSE': 21434.20403254886, 'R_2': 0.8445290863372472, 'U_norm': [-164.82610359555872, -21.00880716399022, -0.06281466220179413, -0.03334147118786156, -0.04425552068074139, -0.043103212466167135, -0.05150683810750877, 65.18486131567082, 94.2441180610402, 36.800687267906355, -0.04813890649641611, -0.041620055504138664, -0.03452614000474795, -0.027288764468905897, -0.020274450151570936, -0.01496419900262705, -0.007842219254909738, -0.0009504996160974491, 0.0030486245608929126, -6.107961587086202, -3.188263528614727, 0.020634949198632662, 0.01284820595380523, 0.014509359364237336, 0.015059857512577247, 0.015461587252459342, 0.015898798903738465, 0.016121543053218702, 0.0161291541563056, 0.015938906965333247, 0.015574221916621512, 0.01506303527144739, 0.014435427201356505, 0.013721209145473909, 0.012947958577145483, 0.012139808820981748, 0.01131684561641928, 0.010500088504299853, 0.009657721356812015, 0.008913374184215435, 0.008207665394674797, 0.007501775738292391, 0.006766965617153052, 0.00610398602165188, 0.005509821593448147, 0.004934896205319996, 0.004424782373999823, 0.003950435576405687, 0.003488839481164539, 0.0030772869447105305, 0.002692918997966942, 0.002351956914548971, 0.0020417348677136712, 0.001760079428351313, 0.0015048300140211024, 0.0012738878766346293, 0.0010652545626094712, 0.0008770595404222611, 0.0007075774341649868, 0.0005552358928472563, 0.00041861551587145135, 0.00029644345779113055, 0.00018758237023554862, 9.10162565845722e-05, 5.834646077251332e-06, -6.878371738411913e-05, -0.00013358670790478768, -0.00018926344099348737, -0.00023645717382529457, -0.0002757761682334418, -0.00030780237546048327, -0.00033309794746484863, -0.0003522096963521614, -0.0003656717107348575, -0.0003740063961511316, -0.00037772423980120745, -0.0003773226092722037, -0.000373283885935379, -0.00036607320969732517, -0.00035613607712303924, -0.00034389599424308737, -0.0003297523413761107, -0.0003140785652497607, -0.0002972207733697467, -0.00027949677129307494, -0.00026119555241513277, -0.00024257722576083532, -0.00022387334924168904, -0.00020528762225100578, -0.00018699688512997424, -0.00016915236880658133, -0.00015188113976977806, -0.0001352876870905767, -0.00011945560467355259, -0.00010444932648619577, -9.031587926903847e-05, -7.708662300978248e-05, -6.477895522053179e-05, -5.3397960116327856e-05, -4.293798809999105e-05, -3.33841552920925e-05, -2.4713755186355743e-05, -1.6897577462399856e-05, -9.901130755474511e-06, -3.6857674383926415e-06, 1.7902901989792665e-06, 6.571022452874409e-06, 1.0701782066316245e-05, 1.4228560087540334e-05, 1.719734518091049e-05, 1.9653572998577368e-05, 2.16416618166722e-05, 2.3204629609110677e-05, 2.4383787494185584e-05, 2.52185035456967e-05, 2.5746031035435927e-05, 2.6001394323333853e-05, 2.6017325888607405e-05, 2.5824247550735717e-05, 2.5450289278993536e-05, 2.4921339071148014e-05, 2.4261117633413105e-05, 2.349127202473974e-05, 2.2631482794361477e-05, 2.1699579991195414e-05, 2.0711663591283633e-05, 1.9682224999673243e-05, 1.8624266432105477e-05, 1.754941599043186e-05, 1.6468036381778485e-05, 1.5389326040715115e-05, 1.4321411863014062e-05, 1.3271433047966681e-05, 1.224561612333369e-05, 1.124934138213397e-05, 1.028720150486842e-05, 9.36305296344372e-06, 8.480061338632184e-06, 7.640741670990886e-06, 6.846994950091844e-06, 6.100142133875759e-06, 5.4009570316584005e-06, 4.7496991406164175e-06, 4.146147811920307e-06, 3.5896385988741515e-06, 3.079102684449956e-06, 2.61310964927385e-06, 2.1899138611589125e-06, 1.807503917871047e-06, 1.4636545404385057e-06]}, 'iteration_32': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24398.797773603357, -3404.0077265904606, 22.685759498099486, 18.996493956058774, 15.061730543731667, 10.596054396768773, 662.3166586731647, 9548.153447783463, 11724.052938323874, 7476.199112782987, -6.760606197388959, -13.375383262029763, -15.572584829537183, -15.810390543741391, -15.077190284160741, -13.854654540852094, -11.825057686103749, -10.006629392683491, -131.66637189008372, -1027.3436566263183, -308.31362962906127, -2.9757826572068713, -1.4962633317209322, -0.29694126810997046, 0.6086138669885879, 1.3455276916926655, 2.007208804590014, 2.3512699641082886, 2.595568560461887, 2.9046593090961417, 2.986432814029618, 2.9752494695227476, 2.855933881118196, 3.0820544824208853, 2.647833822693635, 2.477591864369086, 2.2731429482833443, 2.055170047743593, 1.8343050552406268, 1.6341859298623997, 1.4414242893459275, 1.2554060980287094, 1.079275560488817, 0.9260804057172737, 0.7907492893692425, 0.6715559511821972, 0.5696152770264453, 0.4812605327584622, 0.4040228279760577, 0.33831979587039707, 0.28419941284360994, 0.23878670221610507, 0.20074119664785942, 0.16883044033743835, 0.14192071797441183, 0.11909501076890262, 0.09949991051659778, 0.08239239391794191, 0.06721413219036439, 0.053502682072755166, 0.040901563869328694, 0.029148109733198382, 0.01806079675761469, 0.007526532220582065, -0.0025117387021835343, -0.012066814979983811, -0.02111819323787976, -0.029622033355579946, -0.037520027471949574, -0.04474710717995953, -0.051237961690790396, -0.05693237260076839, -0.06177939933343308, -0.06574047351415165, -0.06879148020151706, -0.07092391980481433, -0.07214525600776442, -0.07247856257617565, -0.07196158589468887, -0.07064534017711667, -0.0685923493833979, -0.06587464432105342, -0.0625716155426518, -0.05876781333925786, -0.054550775102852, -0.05000894854556987, -0.045229766597205935, -0.0402979174161146, -0.03529384055236057, -0.030292469033877247, -0.02536222657045191, -0.02056427982106489, -0.015952037714027898, -0.011570883215063712, -0.007458117780907305, -0.0036430949063923834, -0.00014751662276962319, 0.0030141345739522016, 0.00583405625348424, 0.00831050629363285, 0.010447128691385893, 0.012252248745342717, 0.01373815897484083, 0.01492041430415883, 0.015817152144997283, 0.016448450123425065, 0.016835731249656198, 0.0170012237426404, 0.016967480207670273, 0.016756958629672653, 0.016391665626840315, 0.015892860688416024, 0.015280818743674176, 0.014574647296591024, 0.013792153618124352, 0.012949756910232878, 0.012062440116664404, 0.011143735928326908, 0.01020574164834431, 0.009259157786846084, 0.008313345568206412, 0.007376398903987314, 0.006455226762927621, 0.0055556423900431605, 0.004682456214657194, 0.003839569861184459, 0.0030300690320004815, 0.002256313552835899, 0.0015200231638345942, 0.0008223580501777121, 0.00016399339042927553, -0.00045481252168630973, -0.0010341567977458833, -0.0015744370908611872, -0.0020763031876990788, -0.0025406147348557154, -0.0029684046904780628, -0.0033608479890724964, -0.003719234888057896, -0.004044948372047871, -0.004339445010838047, -0.004604238644442928, -0.004840886249274872, -0.005050975426925633, -0.00523611296459536, -0.00539791402398507, -0.005537991628374254, -0.005657946209861745, -0.005759355161044236, -0.005843762458678351], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [145.88930112266704, 8700.050561549693, 3178.9991352767634, 767.2998643935987, -81.11199910470282, -330.7166420161257, -365.6715520846692, -329.9618162303549, -276.3558704387515, -223.30346298684714, -176.51703030852335, -137.04820899667817, -104.59753387330656, -78.03507987939503, -56.64925049649441, -39.420694217523966, -25.650419116191014, -14.802808531360622, -6.260378419807115, 0.40175346907044507, 5.540008759347656, 9.428669297999841, 12.3642874299837, 14.50672041881281, 16.047632417998603, 17.10437170054636, 17.78463829596, 18.1746002396152, 18.343199196765845, 18.3424213432324, 18.214448226028956, 17.99303786974647, 17.70286149655628, 17.3654535937201, 16.994411287751166, 16.601314758979104, 16.195005868677704, 15.782164415235847, 15.367778544418943, 14.953607617124026, 14.54621472196689, 14.143736594980755, 13.749413919773495, 13.362480114291952, 12.98527416250302, 12.61659364438489, 12.2567668365888, 11.905980641382138, 11.565630021966184, 11.233027536363034, 10.909492179636844, 10.594922481001964, 10.288095052846625, 9.990042815025058, 9.700584984746639, 9.417636106698929, 9.139451396110942, 8.874922849877802, 8.61405634405892, 8.365051409836472, 8.112160267976998, 7.878146343232542, 7.640809501380789, 7.414360626963147, 7.191878138916586, 6.9794762995325375, 6.770840791640574, 6.5661303373858955, 6.365475993165129, 6.168983258881476, 5.98143084908116, 5.797752564408987, 5.618016828339825, 5.446363535739266, 5.274458293595185, 5.110332108653533, 4.949921348547492, 4.793239120522236, 4.640286445750501, 4.491053490865047, 4.345520725236271, 4.206490334279253, 4.068138193334868, 3.9333857666914134, 3.802184593998666, 3.6768368634083366, 3.552467681577282, 3.431482138632089, 3.3138156674287407, 3.199401259718495, 3.0862961117679344, 2.9782606691097375, 2.8715522769591133, 2.7695946055068186, 2.667403545829799, 2.56979696977291, 2.4750592899962296, 2.381747790054481, 2.2899642248302117, 2.202279258115607, 2.1160595469982146, 2.0313798793095144, 1.9493860284983484, 1.8699842525443156, 1.7920950264853837, 1.7167071363810806, 1.6428267153216087, 1.570486292206519, 1.5005344294629852, 1.4320915597224952, 1.365174044995543, 1.3005104322003735, 1.2373233104159929, 1.175617051122065, 1.1153914913249572, 1.0572406021418497, 0.9999331760871932, 0.9446302417562413, 0.890201347214732, 0.8376995578865094, 0.7860873442089995, 0.7363199865856971, 0.6874455103898766, 0.6399159198585738, 0.5937061254884044, 0.5484117105392348, 0.5044181477226215, 0.46169564313463235, 0.4198845619381239, 0.37931374338216023, 0.3399507785265525, 0.3011894510608871, 0.263897340262429, 0.22721720012146832, 0.19168648786795334, 0.15703099854690744, 0.12324814913829374, 0.09033324841612063, 0.05827972656550265, 0.027277301729300357, -0.0030886648117172564, -0.03262175565130239, -0.06133407367004672, -0.08940286084081787, -0.11666274366391027, -0.14312930109836122, -0.16881860693647657, -0.19388313664599027, -0.2183208493544437, -0.24213159109514726, -0.26519898924418184, -0.2876550391643419, -0.3095034471264333, -0.3307491596242541, -0.35100850964075764, -0.3709933555331391, -0.39093525435263676, -0.40992389831182086, -0.4280194392893445, -0.44604255413399624, -0.463208017951542, -0.48026309303306575, -0.4971575660040807, -0.5125927807147971, -0.527906325899013, -0.5430562787246606, -0.5574646678700511, -0.5716920058202926, -0.5857053833815581, -0.5985489870004439, -0.6116584665424307, -0.6241026685456852, -0.6359236623893897, -0.6475376095900063, -0.6589233239646602, -0.6700621015555042, -0.6806167710920271, -0.6906243360918909, -0.7004076086390163, -0.7099528796879723, -0.7192482922366099, -0.7280396387322547, -0.7365897305394808, -0.7448900293068005, -0.7529334359053331, -0.7605204284963916, -0.7678628455612351, -0.7749559248122797, -0.7816341223774959, -0.7882283642459552, -0.7944219587532317, -0.8003746774200428, -0.8060852283911123, -0.8115530579274237, -0.8166684369322753, -0.8216591841866864, -0.826313462662789, -0.830830862830821, -0.835028528900242, -0.8390801878316976, -0.8428292747507521, -0.8464258797387639, -0.8497372292708781, -0.8528918611990988, -0.8558285993869047, -0.8585060266972809, -0.8610238653046727, -0.8633363933755799, -0.8654813252298651, -0.8673930304488102, -0.8691392020880285, -0.8706917703362348, -0.8720558788554487, -0.8732530156210059, -0.8742661285798359, -0.875100698158187, -0.8757702704076177, -0.8762670869705735, -0.8765967479880611, -0.8767658962454712, -0.8767745502586413, -0.876625390783974, -0.8763182418161302, -0.8758599275832472, -0.875247978135486, -0.8744929878707567, -0.8735893478133254, -0.8725383238902089, -0.8713414879935791, -0.8700158655093665, -0.8685506873506557, -0.8669306460579128, -0.8652102693430015, -0.863339819970337, -0.8613393494546046, -0.8592116388678019, -0.8569595867666763, -0.8545861908728042, -0.8520945310895647, -0.8494639720195082, -0.8467447255288498, -0.8438920049615141, -0.8409076871199297, -0.8378453697350414, -0.834657508885867, -0.8313464753216211, -0.8279683379840049, -0.8244464091362581, -0.8208371898464432, -0.8171167807570561, -0.8133157829591163, -0.8093821667973714, -0.8053744450703568, -0.8012681549927835, -0.7970665241088882, -0.7927728288395284, -0.7883903813283799, -0.783922517273669, -0.7793725847199303, -0.77474393377869, -0.7700119392859907, -0.765208053393379, -0.7603078344958333, -0.7553426146153998, -0.7502881568788516, -0.7451755655370579, -0.7399535664279565, -0.7347076333058482, -0.7293058249259434, -0.7239406019487239, -0.7183479808865377, -0.7127985226536114, -0.7072933281740914, -0.7015744375896978, -0.6959059463025802, -0.6900343835587641, -0.6842191609801894, -0.6782115810424572, -0.6722660241499, -0.666382602867774, -0.6603200915993568, -0.6540864170701718, -0.6479251826618011, -0.6416032083386207, -0.6353583387964108, -0.6289629082724674, -0.622648855980596, -0.616194126715707, -0.6098246493638652, -0.6033240447600726, -0.5966999477561007, -0.5901691112949818, -0.5835238240519307, -0.576974618484914, -0.5703195844074074, -0.5635658885915094, -0.5569147117397039, -0.5499817694826137, -0.5433471345438705, -0.5364442822230768, -0.5296529221797713, -0.5227914410449654, -0.5158661507210809, -0.5088832264604387, -0.5020188146145699, -0.49510275428375156, -0.48814077867188255, -0.4811384671709287, -0.4741012396414208, -0.4671899879228133, -0.46009565489419774, -0.4531316557520638, -0.446147157769424, -0.43914679927997946, -0.43199334231826914, -0.4249772180556994, -0.41795812044885394, -0.410940018330229, -0.40392671496278304, -0.3967934424722071, -0.38980305056330294, -0.382704578683948, -0.37575023404081015, -0.36869892468404075, -0.3616766730362147, -0.35468607267767505, -0.3477295716475904, -0.3407008152940916, -0.3337152672096125, -0.3267748408575168, -0.31977956748098757, -0.31283730593361275, -0.30594946951995217, -0.29911735847830284, -0.2921561157424146, -0.28535212887532685, -0.2785222625511113, -0.2716733586741188, -0.26489674733570073, -0.258109944421409, -0.2513998691411241, -0.2446876054786449, -0.23805582243958967, -0.23135380866166183, -0.2247389977698494, -0.21813917605447533, -0.2116288505308741, -0.20507087510090324, -0.1986075011651436, -0.1921079744767607, -0.1857073159588509, -0.17928095169932642, -0.17295693576122073, -0.1666751524983171, -0.16038147765378027, -0.15413852856781096, -0.1479486906158162, -0.1418141643726942, -0.13568572556511838, -0.1296690770762063, -0.12361616923423602, -0.11763085341020482, -0.11171432920242072, -0.10582295992238362, -0.10000481757375726, -0.09421834652997872, -0.08846766031600654, -0.08279653650623112, -0.077127556147622, -0.07154283809188525, -0.06600560201774115, -0.060518765282607245, -0.05508501753114103, -0.04970682949314072, -0.044353906362663814, -0.0390943764419846, -0.03386591212204284, -0.02870268206938065, -0.023577280523827685, -0.018521569441640257, -0.013509480429085174, -0.008570690873790953, -0.003654953670205169, 0.0011583884138716527, 0.005990850540817991, 0.010694256271882906, 0.015250659640114135, 0.019883605319220114, 0.024578355390883523, 0.028914865996241806, 0.0333128939780303, 0.03775926471841782, 0.04205768798193289, 0.04639246875111088, 0.050580526510254624, 0.05462854061660576, 0.05870306843323708, 0.06263911687344391, 0.06659243871431321, 0.07055354170290072, 0.07437451730844591, 0.07806188839958114, 0.08175125546177377, 0.0854346911028988, 0.08898461790894538, 0.09252312793991775, 0.09604343776553954, 0.09943201239680835, 0.1026951499743685, 0.10603759861335336, 0.1091557140712598, 0.11234240474453713, 0.11540524019596236, 0.11843511487160947, 0.1214277209465073, 0.1243009302173508, 0.12713567702927642, 0.12992841776651826, 0.13267591696149095, 0.13530916930024103, 0.13789722132543217, 0.14043746726692358, 0.1429275640120193, 0.1453099639679424, 0.14769621185219253, 0.14997605203502082, 0.15220332045247204, 0.15437660459393968, 0.15649468950909948, 0.1585565472356097, 0.16056132627097194, 0.16250834115585525, 0.1643970622266955, 0.16622710558656545, 0.16799822333521494, 0.16971029409178845, 0.17136331383703024, 0.17295738709576605, 0.17451889788779823, 0.1759943409128347, 0.1774351010572213, 0.178815622530466, 0.18013659228787665, 0.18139875403475325, 0.18260290204422774, 0.183766945833942, 0.18487248496786224, 0.1859354523912608, 0.18693999775820933, 0.18788735252058633, 0.1887906645769655, 0.1896374616874469, 0.19042911336110488, 0.1911855592578711, 0.19187790628754567, 0.1925331537321934, 0.19312741065199343, 0.19368321361231267, 0.19418683174778115, 0.1946448686368304, 0.19505709737773871, 0.19541968688589212, 0.19573752731396118, 0.1960106820807263, 0.196239320623277, 0.19642370997482658, 0.1965642066031346, 0.1966605136360561, 0.19671503334608828, 0.19672716781329624, 0.19669755643453674, 0.196626892002017, 0.19651475487436823, 0.19636392579430417, 0.19617261644397893, 0.1959408143316029, 0.19567332048754071, 0.19536669325568617, 0.1950211728858801, 0.19464016302430934, 0.19422145137057178, 0.1937689828702117, 0.19328019972368696, 0.19275567898971516, 0.19220005226146833, 0.19160618002558416, 0.1909829175222199, 0.19032702834286383, 0.1896393070625529, 0.18891595077401457, 0.1881669795798731, 0.18738393094792882, 0.18657236042198483, 0.18573320590991851, 0.18486237849227405, 0.18396575354887726, 0.18303916502374726, 0.18208864602015823, 0.1811099640461868, 0.1801040105605298, 0.17907170213946447, 0.17800338023622705, 0.17694240590129587, 0.17582609023851398, 0.1747085134736126, 0.1735374455626906, 0.1723671012004839, 0.17119838987119676, 0.1699791802603363, 0.16876346429232977, 0.16749940361526938, 0.16618834967229426, 0.16493584992583848, 0.163586389523638, 0.1622452422985839, 0.1609129427714855, 0.15953925690300644, 0.15817604452199627, 0.156773799209324, 0.15533413076383246, 0.1539076482852344, 0.1524946005243958, 0.15099917637457272, 0.14956698637355856, 0.14805570068772678, 0.14656140866376888, 0.14503825803660972, 0.14353321631232974, 0.1420014628227934, 0.1404446025155535, 0.13890785123530472, 0.13730497786419457, 0.1357666235931584, 0.13416524010829045, 0.13258661840909075, 0.13098980366148458, 0.12937625670974176, 0.12774741491350608, 0.12610468903703842, 0.12448765214204158, 0.1228582310844465, 0.12121773700267222, 0.11956744860044659, 0.11790861038133636, 0.11624243115165125, 0.11457008277970547, 0.11292663527622246, 0.11124470711514407, 0.10959264017109654, 0.10790536997992788, 0.10621721757805605, 0.10456009426912359, 0.10287236776143575, 0.1011864591475942, 0.09950318833893829, 0.09782333670210722, 0.09611952848454858, 0.09444925912442208, 0.0927575049832527, 0.0910729960503377, 0.0893963077077416, 0.08772798099068278, 0.08604364241458314, 0.08436967709539167, 0.08268265562753796, 0.0810078191296363, 0.07934549858164963, 0.07767364695660588, 0.07601585304358173, 0.07435095323182853, 0.07270146715702484, 0.07104709084328288, 0.06940930672946798, 0.06776864580189423, 0.06612648653479267, 0.06450280586141409, 0.06287933249622642, 0.06125727461815689, 0.059637779884908496, 0.05803892439998506, 0.05642735747876776, 0.054837641012365324, 0.05325372269361786, 0.05166105826461659, 0.050091700536620175, 0.0485306212939744, 0.04696422216150926, 0.04542218466451369, 0.0438768302024926, 0.0423430500266167, 0.04082136659550457, 0.03929963483529364, 0.03779156075738498, 0.036297525867500666, 0.034806191630756655, 0.03333015286560082, 0.0318585791018418, 0.03039256192302652, 0.028943638948234447, 0.027501701518142647, 0.02606766397595345, 0.02465207808872823, 0.023236081593092497, 0.021839560682474418, 0.020444582404286163, 0.019069907145306167, 0.017698495099439968, 0.016339813202414382, 0.014994347079618175, 0.01366253818733981, 0.012337232624822739, 0.011026766198018711, 0.00972431076403256, 0.008437672640637345, 0.0071603385390408255, 0.005893074440309163, 0.004636587844887245, 0.0034100287249057533, 0.0021944211766876465, 0.0009554677867242296, -0.0002467991912668218, -0.0014686985256733107, -0.0026537950625873585, -0.003803703307802795, -0.004969903961235324, -0.006100936890512116, -0.0072453100233084355, -0.008354701401104416, -0.009474779272242193, -0.010560207459265496, -0.011612523412077181, -0.012713498276997588, -0.013740383729288128, -0.014811373260075839, -0.01581138436107905, -0.016851312938903785, -0.017857472001150253, -0.018831406594701384, -0.019806557908723665, -0.020781216626225053, -0.02172387949611193, -0.02266494104217346, -0.023602932831438564, -0.02450948292563526, -0.02541215554653798, -0.026284488379968336, -0.02717661913504615, -0.0280143404120519, -0.028869667753551837, -0.029717264683749686, -0.030535094491811316, -0.03134497156363883, -0.03212640561634224, -0.032918709976909426, -0.033682510926976564, -0.034436809196474315, -0.03518098983286003, -0.035914494712672385, -0.03663682014728519, -0.037332352429226376, -0.03803158997385939, -0.03870438497279767, -0.03937904453508867, -0.04002772606735635, -0.040664190242856633, -0.04130018852245074, -0.04191106806926653, -0.0425091358859232, -0.043104867539004915, -0.043686681112363054, -0.04424478189146498, -0.044799079146159014, -0.04533940567711607, -0.04586579310815057, -0.0463865100972007, -0.04688483750218911, -0.047376963438588465, -0.04785480649097179, -0.04832538005580171, -0.04877480497017422, -0.0492166910059361, -0.04965034815921151, -0.05006946910258182, -0.050474307386300696, -0.05087027001880456, -0.05125196260089606, -0.05162432807880102, -0.05198253335616644, -0.05233108491109286, -0.05266963958861019, -0.05299414098783051, -0.05330850013929073, -0.053612478816566334, -0.05390270995490427, -0.05418256168127674, -0.0544518827607184, -0.05471055350722315, -0.05495848379215198, -0.055195611091467506, -0.055419732543839056, -0.05563531327798603, -0.05584004462805557, -0.05603395616932134, -0.056217096179799524, -0.05638953006399887, -0.05655133885158248, -0.05670387633406529, -0.056845772842711924, -0.056977162229322156, -0.05709912993151925, -0.057210693386159465, -0.057312777292461155, -0.05740463171425615, -0.057487030646588805, -0.05755943452263822, -0.05762247641155396, -0.05767615028111922, -0.05772047161562887, -0.05775547577615053, -0.057781076723387385, -0.05779768620047492, -0.05780518529375191, -0.05780371074203704, -0.0577933539329281, -0.05777407815512792, -0.057746251258814996, -0.05770969013276121, -0.05766469367362169, -0.05761110651457651, -0.05754934051837621, -0.05747918154618337, -0.05740071032468692, -0.05731402238073831, -0.05721823827024572, -0.05711644427614921, -0.057009108242013086, -0.05689091202646954, -0.056761543574829924, -0.05663320241215737, -0.056487665017263225, -0.056344008539567086, -0.056189587236549696, -0.05602425620999053, -0.05585504474356781, -0.05567506148066042, -0.05549166425660965, -0.05530520855622493, -0.05510839959940933, -0.05490125039160093, -0.054691615589753204, -0.05447192406385157, -0.05425021087008379, -0.05401875510311327, -0.05378573048632723, -0.05354330075777603, -0.053299740490638, -0.05304712949801718, -0.05278562821238127, -0.05251541617168593, -0.05224489080668654, -0.05197426481319675, -0.05168734036125968, -0.051400722777950186, -0.051114595368502595, -0.05081283215379058, -0.05051197229438063, -0.0502040821424173, -0.049889402300152985, -0.04957619086429168, -0.04924863523669336, -0.04892296308375184, -0.0485992827834019, -0.04826205534864546, -0.047919456707580035, -0.047579441389133545, -0.04722680969567505, -0.04687714585784578, -0.04652300256234776, -0.04616462876885588, -0.04580227206696093, -0.0454361781018484, -0.04506659004934309, -0.04469374813922569, -0.04431083783298312, -0.04393227543663428, -0.0435511593087664, -0.04316771389511161, -0.042775437320621605, -0.04238143625805821, -0.04199247193389215, -0.04159556448836972, -0.04119117478789969, -0.040792335475530246, -0.0403865735803627, -0.03998044711263446, -0.039574132412040185, -0.03916186898920418, -0.03874992965140807, -0.03833272109498767, -0.03791632288314533, -0.03750087754844838, -0.0370810415191231, -0.0366626025511437, -0.03624038212608624, -0.03581476316735535, -0.03539124055442104, -0.034964881218273354, -0.034540985317734876, -0.03411478169228266, -0.033686610137020484, -0.03325680110652396, -0.032830268233185834, -0.03239805011359867, -0.03196954843724263, -0.03154046292983862, -0.0311110761440233, -0.0306816605933232, -0.03024839359032918, -0.02981977982348699, -0.029391893636018285, -0.028961126551782405, -0.02853170136289312, -0.028103827877064627, -0.02767770615973271, -0.02725000079821061, -0.026824571268154438, -0.02640158614399593, -0.025977905812760115, -0.02555390186560492, -0.025133083158754708, -0.02471557619351698, -0.024295481044597948, -0.023879205103963293, -0.023463974098606948, -0.02305007977307665, -0.022637800186735994, -0.022227399866696574, -0.021821731634608075, -0.021415765755449265, -0.021012394573755446, -0.020611830648406472, -0.020211924292453682, -0.019815334453594045, -0.01942223425593539, -0.019030614278636865, -0.01864291099429844, -0.018257203945984225, -0.017873785709076693, -0.017492932650608136, -0.017120582762051376, -0.016747306725849065, -0.01636650390484173, -0.01601404455311702, -0.015637405740791484, -0.01528829483103712, -0.014917145852945556, -0.01457267946684762, -0.014223149912674878, -0.013869518188286755, -0.013540836954461575, -0.01319446411882887, -0.012858982864628896, -0.012533953397368534, -0.01220656217887203, -0.011889580656700063, -0.01157097456061057, -0.0112514691516005, -0.010942597763388708, -0.010633430832302577, -0.010334725469069887, -0.010046039205785735, -0.009748049703395163, -0.009460547236962616, -0.009183075204219758, -0.008898239752193253, -0.00863195897169136, -0.008359263312356634, -0.008096635706975578, -0.007836323551380303, -0.007578714748526243, -0.00733091684073305, -0.007085986015757828, -0.006844244601073511, -0.0066119773812397305, -0.006382984973540695, -0.006157530629744549, -0.0059358538102786285, -0.005718170744529382, -0.0055095359642883856, -0.005300190395787274, -0.005099814021034029, -0.004903693978901515, -0.0047119589331797275, -0.004524718949119409, -0.004342066295280395, -0.004164076267677869, -0.003994193617847137, -0.0038255323849947383, -0.0036616718838069, -0.00350262791205463, -0.0033484035214615565, -0.003198989853863346, -0.0030543669637931696, -0.002914504624425938, -0.0027793631142372546, -0.002646741137555284, -0.0025209992783378713, -0.0023978717446082815, -0.00227759896972352, -0.0021638461674145003, -0.002052953978690153, -0.0019466386081317469, -0.0018447852579000304, -0.0017459050025496435, -0.0016514086129665706, -0.0015611637239997859, -0.0014738937336430992, -0.0013896724830288678, -0.0013095621415961682, -0.001233410372260866, -0.001160180857904873, -0.0010898948060399903, -0.0010233339193237072, -0.0009596134543248327, -0.0008987216453640817, -0.0008406352090502035, -0.0007859069721309403, -0.0007338251379448164, -0.0006843449749838815, -0.0006378851585028892, -0.0005934100939309631, -0.000551766991447315, -0.000512046132251474, -0.00047461037948906543, -0.000439701473667313, -0.0004065756313063746, -0.00037549662695262205, -0.00034638086014165124, -0.00031891512123794196, -0.00029349133205899277, -0.0002695837644876711, -0.00024715791035490026, -0.00022649418746834482, -0.00020702308770171302, -0.00018914022266018613, -0.00017235926107219673, -0.000156886347582417, -0.00014253841759930542, -0.00012935405871730002, -0.00011717286472232651, -0.00010594354290783067, -9.561446555081644e-05, -8.613410879785877e-05, -7.745144176623228e-05, -6.951626713979802e-05, -6.227951503141173e-05, -5.565535256521848e-05, -4.967810729921305e-05, -4.423051879285913e-05, -3.9280355424722656e-05, -3.4819049528614276e-05, -3.0806333734448276e-05, -2.7185775849889767e-05, -2.3928361076856208e-05, -2.1020188726474412e-05, -1.8416340480585523e-05, -1.604785424125608e-05], 'MSE': 21254.64005553904, 'R_2': 0.8458315361750971, 'U_norm': [-167.24185827131734, -23.332812667549497, 0.1554998164238657, 0.1302117005653561, 0.10324081654714781, 0.0726307846846774, 4.539857651526867, 65.44793479105752, 80.36266450791634, 51.24569841637505, -0.04634065801041851, -0.09168172844372773, -0.10674247350814829, -0.10837251568973796, -0.10334678552733043, -0.09496689929640945, -0.08105500278907574, -0.06859056377258602, -0.9025087592866212, -7.041939681278853, -2.113339551726764, -0.020397538682879784, -0.010256155339381897, -0.0020353875603608762, 0.00417175120796255, 0.009222936048006926, 0.013758437343226803, 0.016116808776555108, 0.017791356498388054, 0.019910022821857117, 0.02047054031330619, 0.020393883941366386, 0.01957603377880217, 0.021125980210843297, 0.018149609378705453, 0.016982683789578738, 0.015581286189376967, 0.014087188272040392, 0.012573266474908277, 0.011201547478159421, 0.009880260451538789, 0.008605196480074654, 0.0073979075525699555, 0.006347829487253414, 0.0054202006921796305, 0.004603188495229116, 0.0039044348952593845, 0.00329880621815911, 0.0027693794244178288, 0.002319017185861191, 0.0019480483573253988, 0.0016367663759362045, 0.0013759829918881198, 0.0011572503217902599, 0.0009727973001570907, 0.0008163382104581568, 0.0006820233557011046, 0.0005647596735756688, 0.00046072009260111874, 0.00036673478977835693, 0.0002803602706650601, 0.00019979607528655837, 0.00012379795265453258, 5.159070732046111e-05, -1.7216743707742247e-05, -8.271213112196798e-05, -0.00014475491428749096, -0.0002030445905626478, -0.0002571814879989067, -0.00030671959440307364, -0.00035121123617300323, -0.0003902436455229224, -0.00042346764964736316, -0.0004506188811498682, -0.0004715320438691086, -0.0004861488772563922, -0.0004945205412232288, -0.0004968051951800494, -0.0004932615721828407, -0.0004842393497852029, -0.0004701670992365757, -0.0004515385565896266, -0.0004288979053596236, -0.00040282469655257417, -0.0003739189562943091, -0.00034278695051131666, -0.00031002798929209436, -0.00027622256865567513, -0.00024192206248351664, -0.00020764010013366187, -0.00017384569276316964, -0.00014095810798542976, -0.00010934343795391682, -7.931276076320615e-05, -5.1121759705502134e-05, -2.4971638670779117e-05, -1.0111544981364528e-06, 2.066042236609532e-05, 3.998961006790652e-05, 5.696446720937645e-05, 7.160997161250441e-05, 8.398318913854052e-05, 9.416837901189072e-05, 0.00010227216265160034, 0.00010841886316838908, 0.00011274610289613554, 0.00011540072612082476, 0.000116535096441586, 0.00011630380096771013, 0.0001148607782320316, 0.00011235687286857619, 0.00010893780830682796, 0.00010474255929790516, 9.99020984619166e-05, 9.453848595581574e-05, 8.876426740059537e-05, 8.268214356774463e-05, 7.638487445289374e-05, 6.99553811685208e-05, 6.346701049241012e-05, 5.698392905172751e-05, 5.0561616662440796e-05, 4.424743093541844e-05, 3.808121882984485e-05, 3.209595349245334e-05, 2.6318378655597106e-05, 2.0769645304014983e-05, 1.546592889209002e-05, 1.041901739970859e-05, 5.636863330409339e-06, 1.1240947039316023e-06, -3.1175180022260876e-06, -7.088640440556981e-06, -1.079199832918753e-05, -1.423204563878684e-05, -1.7414674827480598e-05, -2.03469663195429e-05, -2.30369737179429e-05, -2.5493541107966446e-05, -2.7726148174591746e-05, -2.9744778993328683e-05, -3.155981019910413e-05, -3.3181914105812555e-05, -3.4621972948015787e-05, -3.5891000468263495e-05, -3.700006781222413e-05, -3.796023146772959e-05, -3.87824616162097e-05, -3.947757051454459e-05, -4.005614137032921e-05]}, 'iteration_33': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24474.537714548595, -3765.898426363796, -10.340842533179607, -13.496900500167285, -13.183968062578009, -11.333062770846306, -11.035045390059533, 11095.896174909603, 14127.99808279982, 4639.001542671026, -5.384684105545589, -3.5723585482268643, -1.8812996041186798, -0.35760594030251525, 0.9629481105478056, 1.7805747547771027, 2.8541269716014757, 3.5788746072669695, -149.20272663896947, -1020.1690435065456, -300.83866652986353, 3.700637453431468, 3.5669327212253767, 3.33455470123656, 3.005316582983342, 2.7206602729961302, 2.5141877129661925, 2.351759983318816, 2.22708572576253, 2.132967982346949, 2.060627479003327, 2.001196781526706, 1.9467884504209452, 1.891124746062026, 1.8298093476899597, 1.7602798045913501, 1.6816059049632042, 1.594534741250365, 1.4946572677312369, 1.400397239017379, 1.3036199181699006, 1.2005879993781792, 1.0883894145356734, 0.9838283544527252, 0.8872774380188168, 0.7928099319928016, 0.7080954954184467, 0.627842867384611, 0.5487112468776087, 0.4807917995924377, 0.4188748058634773, 0.3628897016753733, 0.31247889659069444, 0.26722779791256557, 0.2267027448878473, 0.19047072640998894, 0.15811374039073894, 0.12923863070146638, 0.10348324625333107, 0.08051970516305967, 0.06005544403206951, 0.04183262647432285, 0.02562637725708715, 0.011242215115499013, -0.0014870214057223167, -0.012704523671387585, -0.022532956085082146, -0.0310778499232878, -0.038430836147670316, -0.044672631940332254, -0.04987571841685693, -0.05410666757981017, -0.05742809515467943, -0.05990023272962853, -0.06158212749465931, -0.06253249007435774, -0.06281022133106805, -0.062474656182474254, -0.061585567426791006, -0.06020297501490061, -0.058386806192947976, -0.05619645048717661, -0.053690250207806954, -0.05092496310219528, -0.047955228840173385, -0.04483306548554495, -0.04160741658258613, -0.038323763903216464, -0.03502381586205624, -0.03174527698007797, -0.028521699831141344, -0.02538241753606979, -0.02235255236653895, -0.019453093838427075, -0.01670103840127964, -0.014109581852949568, -0.01168835510497294, -0.009443693931078528, -0.007378933471779214, -0.005494718862817834, -0.0037893239673910902, -0.002258971064295537, -0.0008981452348940977, 0.0003001018848809268, 0.0013438634198787737, 0.0022421071142215113, 0.003004426445524352, 0.0036408148307397305, 0.0041614641020196064, 0.004576587736237863, 0.0048962687462189534, 0.005130331618824757, 0.005288237273260401, 0.005378999708897677, 0.005411122736833487, 0.005392554978166897, 0.005330661276960361, 0.00523220853235886, 0.005103364011678734, 0.004949704193828922, 0.0047762323294561065, 0.004587402942601257, 0.004387151640235516, 0.004178928766598981, 0.003965735529195569, 0.003750161444851618, 0.0035344221060012075, 0.0033203963820360883, 0.0031096623645487024, 0.00290353150192063, 0.002703080484184951, 0.002509180579456075, 0.002322524223544293, 0.0021436488022772734, 0.0019729575907543773, 0.0018107379679502007, 0.0016571770252783533, 0.0015123747786202502, 0.0013763552292761752, 0.0012490755548000953, 0.0011304337119922127, 0.001020274802760461, 0.0009183964986114601, 0.0008245538444026032, 0.0007384637323564051, 0.0006598092821426124, 0.0005882443517528142, 0.0005233982658005426, 0.00046488087308504706, 0.00041228787326461015], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [143.8326862576653, 8736.32987856865, 3153.8082170789007, 743.7848445873944, -90.16915270012616, -329.6126225138883, -359.99617447375294, -323.2247315737532, -270.2173739765885, -218.34786787946285, -172.8179361955085, -134.48153622732977, -102.98104033423259, -77.19818885816012, -56.43805196572544, -39.71184235814208, -26.342124267050472, -15.809280458939865, -7.513397214621711, -1.0410771900714213, 3.9547739263465083, 7.741351298021466, 10.607516446143954, 12.708801640343006, 14.231849677511136, 15.290513952287569, 15.989196595999685, 16.411232210958882, 16.62340492857981, 16.67540428072621, 16.607926798985734, 16.452842286521577, 16.233840185728003, 15.970910154798151, 15.677043255406547, 15.362964611132034, 15.036776414132829, 14.704522403638556, 14.37064723971594, 14.036820906359523, 13.708462749852785, 13.384115294560468, 13.066377884002891, 12.754584407262628, 12.45055034804884, 12.153226948917974, 11.862795599379764, 11.579325864856907, 11.303871964421896, 11.03419144327508, 10.771292464594671, 10.515044087080364, 10.264407347914164, 10.02019299783976, 9.78223303865059, 9.548793166586513, 9.318404375908406, 9.098443908728784, 8.880617051277639, 8.671785916683596, 8.458721152227765, 8.26062690696281, 8.058743725077623, 7.865150077833388, 7.6739689048138136, 7.490495133206061, 7.309318290586592, 7.130581538376982, 6.954409117429649, 6.78090768663787, 6.614350825600042, 6.45029463013504, 6.288819993782664, 6.133701702474633, 5.977432571164554, 5.827337717742821, 5.679759834321691, 5.534738774667719, 5.39230515262328, 5.252481122516582, 5.1152811170352885, 4.98340558944003, 4.851364009215642, 4.721954405530029, 4.5951667104224345, 4.47328392928023, 4.351602225372056, 4.232489892705591, 4.11592092301877, 4.00186642457088, 3.8884094464761034, 3.779359995638078, 3.670979175490122, 3.566781278881401, 3.4616955134578924, 3.3606984796115733, 3.2620676282326038, 3.1643240881281995, 3.0675852659430256, 2.9745980303469435, 2.882607217119753, 2.7917057801786775, 2.7031493342432205, 2.6168731982312, 2.5317299643656352, 2.4488257591450107, 2.3670932976482235, 2.286585221531067, 2.208271763761901, 2.1311942018242833, 2.0553887943928943, 1.981706536314665, 1.9092871641486482, 1.8381539414191665, 1.7683253302194772, 1.7005149600524958, 1.6333059917918549, 1.5680785990700155, 1.5035185853228796, 1.4408937044252352, 1.3789854635846155, 1.318958271164335, 1.259682726061128, 1.2017211233849665, 1.145061463099443, 1.0892223997135753, 1.0346937117357924, 0.981456790900591, 0.9290781208334976, 0.877984172931065, 0.8281517644566015, 0.7788249039879753, 0.7311218854568623, 0.6839606103118241, 0.6380435823559605, 0.5930306339142801, 0.548930011302735, 0.5057472447760891, 0.4634853759410574, 0.42240810101583093, 0.3819774916960181, 0.3424645052494899, 0.3038642651094762, 0.265948054711052, 0.22894880035143977, 0.19285640983171887, 0.15765977266913755, 0.12315923559474783, 0.08936548173005902, 0.05628667609259774, 0.024093609800880843, -0.007388914428423589, -0.038158323738668835, -0.06821385511765249, -0.09700139193174678, -0.125524180322136, -0.15411336079196464, -0.18145805477739782, -0.20763089318970943, -0.23381328509425928, -0.25885920850278654, -0.28385332123673157, -0.3087231288385982, -0.33154483101221466, -0.35428442256912396, -0.37688047522193424, -0.39846573268054153, -0.41987451911967205, -0.4410572395312353, -0.46055889992657617, -0.48055411069067366, -0.4996224639964729, -0.5178189442471604, -0.5357794619328938, -0.5534707839648896, -0.5708630642071987, -0.5874249909304916, -0.6032061828359256, -0.6187113193252578, -0.6339179557093915, -0.6488062705624414, -0.6629646993587462, -0.6768121121148861, -0.6903336734913222, -0.703516654687244, -0.7160296909118957, -0.7282178369038985, -0.7400720369106024, -0.751311443459622, -0.7624917157918428, -0.7730747021417846, -0.7833290251345314, -0.7932511255766825, -0.8028386024859576, -0.8118946570054039, -0.8208210560386366, -0.82923742364142, -0.8375029094406146, -0.8452812336592813, -0.852892309563489, -0.8600400771008995, -0.8670084208041863, -0.8735378654855029, -0.8798792914291325, -0.8859105203481208, -0.8915399704667721, -0.8969741443614137, -0.9021148880859213, -0.9070461586644925, -0.9116127775760199, -0.9159715012212826, -0.9200518048157134, -0.9238610035975595, -0.9274577306044681, -0.9307888440474992, -0.9338622819995939, -0.9367241572356205, -0.9393360973571911, -0.9417063132344016, -0.9438699544979974, -0.945801100168773, -0.9475285563807119, -0.9490512961084479, -0.9503543568534896, -0.9514582254384604, -0.9523540666581773, -0.9530572643593284, -0.9535690708490415, -0.953891217152622, -0.9540254068836864, -0.9539785145429551, -0.9537498275818828, -0.9533520616436325, -0.9527785508527575, -0.952035984544451, -0.9511279880120388, -0.9500583687285447, -0.9488310875251256, -0.9474502318918313, -0.945905669593836, -0.944229310546559, -0.9423959727054254, -0.9404074156991648, -0.9383016977111446, -0.9360484419034046, -0.9336501566595481, -0.931149651852451, -0.9284917410643786, -0.9257200536963918, -0.9228178193194021, -0.9198104565856563, -0.9166579206817352, -0.9134082308076896, -0.9100430827340537, -0.9065662703752635, -0.9029816609046974, -0.899293175360019, -0.8955047708019186, -0.891620423980914, -0.8876441164579113, -0.8835555910110051, -0.8793829209512799, -0.8751057842986074, -0.8707524271226404, -0.8663024961016753, -0.8617842540333744, -0.8571531319842729, -0.8524857828526188, -0.8476654514185369, -0.8428646961996616, -0.8378478616533508, -0.832858186868066, -0.8278979751377628, -0.822735322930493, -0.8176091348744824, -0.8122907186010647, -0.8070155474531372, -0.8015585418902089, -0.7961512592090493, -0.7907946614503415, -0.7852695701414519, -0.7795833412873254, -0.7739586257509733, -0.7681829881869742, -0.7624741244763634, -0.7566243091170205, -0.7508460603076551, -0.7449365233404263, -0.7391028701188965, -0.733147238339388, -0.7270768329827908, -0.7210905691932082, -0.7149983200450635, -0.7089933333817228, -0.7028906978171273, -0.6966971641487699, -0.6905974112975759, -0.6842391807096952, -0.678154608123766, -0.6718242750436817, -0.6655965245120669, -0.6593049168940325, -0.6529553443641101, -0.6465535620229506, -0.6402611118076125, -0.633922051472276, -0.6275416899785727, -0.6211251823277075, -0.6146775240668346, -0.6083461160326031, -0.6018478348883971, -0.5954697568171494, -0.5890736946478671, -0.5826638673156731, -0.5761145958980192, -0.5696917301748461, -0.5632667466558815, -0.5568432085975765, -0.5504245185056396, -0.5438964095681502, -0.5374993360202559, -0.5310035319698774, -0.5246396824028003, -0.5181870485993743, -0.5117608280374071, -0.5053632653129595, -0.4989964683869743, -0.4925629485544752, -0.48616823451388624, -0.479813933351773, -0.47340834942751503, -0.46705007519532016, -0.46074025525015877, -0.4544799321102038, -0.4480994998499202, -0.4418612648848282, -0.43559717124384123, -0.42931325994728897, -0.42309313591582887, -0.41686089717256974, -0.4106961708608792, -0.40452626615565834, -0.3984269865387549, -0.3922594767503875, -0.3861683699810071, -0.38008699269980006, -0.37408382700519477, -0.36803217191513765, -0.3620630607046885, -0.35605550648446027, -0.3501340829549475, -0.34418332193835605, -0.33832158465032935, -0.33249302570415695, -0.32664713732815037, -0.32084179893888753, -0.3150790435359455, -0.3093607434407419, -0.3036407537851518, -0.29801757516721145, -0.2923525978250857, -0.28674268560532234, -0.2811888414801444, -0.27564989308845006, -0.27017083693772037, -0.26471235250150826, -0.2592780412563472, -0.2539091116220926, -0.24853201800266775, -0.24322441134545675, -0.23795122144241676, -0.23271501607258382, -0.22751816718815832, -0.22236285888518154, -0.21721977886477922, -0.21215423956586318, -0.20710608670624814, -0.20210808692725016, -0.1971335085401725, -0.19221309083059282, -0.18732129917158738, -0.18248695286227526, -0.1776606292151298, -0.17292012318587707, -0.16814544970810594, -0.16348283699454974, -0.15895073245475383, -0.15432641306984501, -0.14962307094718708, -0.14526237784779558, -0.14082312334857922, -0.13631715373775785, -0.1319431490174353, -0.12751337203574362, -0.12321473422615234, -0.11904140313484544, -0.1148215243210123, -0.11072584477535138, -0.10659221267842042, -0.10242932687335751, -0.09839262736907844, -0.09447641800172651, -0.09053671375156375, -0.08658087479459858, -0.08274602160360783, -0.07890042079641787, -0.07505045775990866, -0.07132053358569317, -0.06770513555006484, -0.06397653324293806, -0.060473732588083105, -0.05686806707770032, -0.05337646873606093, -0.04989576747452679, -0.04643022319223373, -0.043075458921430776, -0.039737535580469205, -0.03642005177591042, -0.03312634143340025, -0.029939822806266694, -0.02677767813383726, -0.023642690537728953, -0.020537415361307786, -0.017534480027628793, -0.01449305642729204, -0.011553458907296088, -0.008647312292697678, -0.005776349484566833, -0.0029421284986273603, -0.00014604101477428178, 0.0026106790789212197, 0.0053269472049002845, 0.008001819726753932, 0.010634485733729318, 0.013224259014280763, 0.015770570247693655, 0.01827295943724381, 0.02073106860334808, 0.02318620829935076, 0.025553581005163313, 0.02791483896490354, 0.030228537173122953, 0.032494868653760466, 0.03471408532206975, 0.03688649271502372, 0.03904454056770642, 0.04115417083385921, 0.04324569265973114, 0.045287734496101364, 0.04728104061724046, 0.049252870207372026, 0.051175493374672705, 0.05304981109593319, 0.05492385431065996, 0.05672512776318998, 0.05852266096086448, 0.06024964541540387, 0.06196996014660621, 0.06364136203382505, 0.06528359498599169, 0.06689564848578569, 0.06845962846054468, 0.06999320172534489, 0.07149566678361632, 0.07296643444649191, 0.07440502084814005, 0.07581104060708845, 0.07717102597321394, 0.07851168384376968, 0.07981912392388273, 0.08109329075899324, 0.08233419629983342, 0.08355245356145656, 0.08472664485647845, 0.08587759269196231, 0.08700421131946498, 0.08808805909627956, 0.08914744685847073, 0.09018159194251071, 0.09118225825609473, 0.09215718775434412, 0.09309903039401649, 0.09401491757452782, 0.09490450255030422, 0.09576164187709214, 0.09659821552556055, 0.09740262682451192, 0.0981806798028493, 0.09893236032463275, 0.09966220484601707, 0.10036107938256124, 0.10103788765584716, 0.10168835557468216, 0.10231274039692159, 0.10291469054921563, 0.10349077299768625, 0.10404432786249955, 0.10457242414822109, 0.10507810894285105, 0.10556133662691941, 0.10602211904253436, 0.10646474943706809, 0.10687272079490501, 0.10727067759238637, 0.10763940878459254, 0.10799632738376856, 0.10832508855917058, 0.10862747293880222, 0.10891718556504952, 0.10918160761360995, 0.10943229968985815, 0.1096678324437661, 0.10987097297892195, 0.11006733507817523, 0.11024068061502644, 0.11039256098878227, 0.11052909617379351, 0.11064550301125724, 0.11074641617157148, 0.11083114898751008, 0.11089716430002657, 0.11094577913537457, 0.11097987547246148, 0.11099654424432619, 0.11099791610670215, 0.11098359095895538, 0.11095360984823319, 0.11090934734666003, 0.11084994431156561, 0.1107752942599589, 0.1106880207637056, 0.11058313355250238, 0.11046962857270819, 0.11033857438393443, 0.11019693226745673, 0.11004149107904493, 0.1098723844111371, 0.10968978208527468, 0.10949388679362469, 0.1092898805171123, 0.10907341557419022, 0.10884473297578712, 0.10860409600421278, 0.10835178752733045, 0.10808810743699099, 0.10781337021986798, 0.10753377489741864, 0.10723800018870473, 0.10693820025635806, 0.10662272722355781, 0.10629789482120654, 0.10597026817764138, 0.10562783866226437, 0.10527712458482485, 0.10491848684065509, 0.10455228419213042, 0.10417253778458126, 0.10379226259941404, 0.10339914244501072, 0.102999869828014, 0.10259479526755065, 0.10218426137545258, 0.1017623152704329, 0.10133561926399764, 0.10089826889393849, 0.10045688127432949, 0.10001177485665899, 0.09955713288909425, 0.09909946037734733, 0.09863301516780593, 0.09816420931903741, 0.09768738361454019, 0.0972088423292934, 0.0967230165324578, 0.09623032271670073, 0.0957368833434498, 0.09523727954114272, 0.0947319139796599, 0.09422118474083792, 0.09371093788271927, 0.09319058507614279, 0.09267134353357773, 0.09214812748291247, 0.09161611540246478, 0.09108609073078021, 0.09055314478510954, 0.0900126405336593, 0.089474910216391, 0.08893039976805589, 0.08838438080860082, 0.08783714483706373, 0.08728436313293991, 0.08673105894872055, 0.0861774903829561, 0.08561951180644227, 0.08506189510948539, 0.08450061510999608, 0.0839360985695793, 0.08337286512481071, 0.08280706739808091, 0.08223909326168849, 0.08167321185602186, 0.08110192444758799, 0.08053329922086173, 0.079960087702129, 0.07939005483905887, 0.07881619820984391, 0.07824249774777188, 0.07766923164770669, 0.07709666478961949, 0.07652175774781811, 0.07594816775823934, 0.07537295416545245, 0.07479961683565708, 0.07422531165340465, 0.07365040510072807, 0.07307524717816631, 0.07250875388655355, 0.07194231186806241, 0.07135975533445571, 0.07078928666795067, 0.07020417620821505, 0.06963144222192699, 0.06907066005989472, 0.06849672722290227, 0.06793497300325096, 0.0673613240055246, 0.06680002186562378, 0.06622799396399644, 0.06566842618833632, 0.0651208747603704, 0.06454252942262316, 0.06399791357214459, 0.0634244125048511, 0.06288370513637973, 0.06231590908744366, 0.061761042358647364, 0.0612186218062297, 0.060670106710285415, 0.060116274065928746, 0.05957512247618446, 0.05902931010406028, 0.05847953532241172, 0.05794254549396607, 0.05740213922341723, 0.05687428012886031, 0.056328514751925726, 0.05581037026340122, 0.05527545329157385, 0.05473927282317945, 0.05421593226287239, 0.0536916411219487, 0.05317982660575014, 0.052654683470743174, 0.05214225533299553, 0.05162998474479152, 0.051118255333920073, 0.05060742849985092, 0.05009784395107161, 0.049600729530037656, 0.049094293036701396, 0.04860037618379544, 0.04809822428371563, 0.04760858714203522, 0.04712132786391961, 0.04662728726532805, 0.04614566966998061, 0.04566704466404058, 0.04518289628427, 0.044702517792202315, 0.04423429486693015, 0.043761628347700865, 0.04329309537693327, 0.04282879166218438, 0.04236135972019673, 0.04190594908791888, 0.041447922810325236, 0.04099476454059658, 0.04053980510405261, 0.0400966474955319, 0.03965207095689501, 0.039206583348571356, 0.03876669246341819, 0.038332371570459225, 0.03789787237798494, 0.03746917633150449, 0.03704081239364226, 0.03661843031341377, 0.03619682448021765, 0.03577633166797945, 0.0353621306308448, 0.03494938834479453, 0.034538385721283024, 0.03413386705194871, 0.03373134855486479, 0.0333310620092522, 0.03293322153345027, 0.03253802432062238, 0.032145651381445386, 0.031760071125291736, 0.03137372472909236, 0.030990658661607745, 0.030610996560421676, 0.030234849524538133, 0.02986231680604843, 0.029493486482950446, 0.029125305995261683, 0.02876114566063561, 0.02840105652258774, 0.028042204173004674, 0.027687659478162464, 0.027334723834930984, 0.02698628072426633, 0.026639761830362797, 0.02629787432083416, 0.02595817471058544, 0.025620845871189547, 0.025286055306453302, 0.024953955865644264, 0.024626850432977822, 0.024300475188266286, 0.023977170436854735, 0.023659022132196127, 0.02334209429943209, 0.02302663632805681, 0.022716517352782163, 0.02240810223906248, 0.0221033110288768, 0.021800515498617074, 0.021501510031375955, 0.021204742388686425, 0.020910362454739397, 0.02061850653712117, 0.02032642000156471, 0.020042848150046283, 0.01976739837720345, 0.01948651530666138, 0.019200992160585267, 0.018936397759466168, 0.018655094761059064, 0.018393944832744265, 0.018128820041204266, 0.017860372789747406, 0.017599911079112806, 0.017336685842439338, 0.017081325450898077, 0.01683346080883389, 0.016583261933337885, 0.016331236115362215, 0.0160867776330787, 0.01584087768279376, 0.015602362216936078, 0.015362743237191402, 0.015130313188668969, 0.014897074855485694, 0.014670820389889939, 0.014444014611895532, 0.014216992206765401, 0.01399006706659788, 0.013770093430041219, 0.013556740056359385, 0.013337345408163757, 0.013124704086838282, 0.012918493459574083, 0.012707157763072293, 0.012502338591946972, 0.012298440195105615, 0.012095651867022697, 0.01189910830831017, 0.011698893374141905, 0.011504929513545994, 0.011316915730499073, 0.01112581611911097, 0.01093641066242782, 0.010752913172734649, 0.010567084519950053, 0.010387101405626582, 0.010208949726490685, 0.010032710139240158, 0.009858454568405318, 0.009686246698776223, 0.009516142457967868, 0.009348190487040851, 0.009179355981735297, 0.009015925217181432, 0.008854750382561383, 0.008695855454251151, 0.008536556673091007, 0.008379743696408655, 0.008227948630843, 0.008076025313635346, 0.007924212214731063, 0.007777317433588603, 0.007630659541124572, 0.007486586713487396, 0.007345074441454299, 0.007204086382221238, 0.007065735094552343, 0.0069281041890200705, 0.006793159568625448, 0.006660856714741119, 0.006529450257709422, 0.006400707120240654, 0.0062729861874720886, 0.006146394303732467, 0.006022513820378905, 0.0058998477043432475, 0.005779867093060438, 0.005661166212849096, 0.0055438164913206205, 0.00542788186426884, 0.005314629074001448, 0.005201647166442708, 0.005091361418616938, 0.004982603549710153, 0.004875409553777027, 0.004769810154962486, 0.004664848824785054, 0.004562545199995814, 0.004461898993684191, 0.004362039207024544, 0.0042639204615160875, 0.0041675455484591626, 0.004072914238166959, 0.003979256795558719, 0.0038873881612642115, 0.0037972976630774825, 0.0037082841899859238, 0.0036204064160762777, 0.0035343567161675964, 0.003450112534522423, 0.003366459656521886, 0.003284649275399315, 0.0032040982828219623, 0.0031248360845556357, 0.0030468875830912076, 0.0029702734709129708, 0.002895487138472546, 0.0028215708985402585, 0.002749029253036455, 0.002677868776847686, 0.002607683208458573, 0.0025389140829643908, 0.002471558330725612, 0.0024052452168699147, 0.002340360530253042, 0.0022765554124343597, 0.0022138563566365755, 0.002152285742850157, 0.0020927645544221948, 0.0020337570114627905, 0.0019742343936937127, 0.0019197426092187246, 0.0018621436532772673, 0.0018093307255850094, 0.0017537855970903185, 0.0017027831167559053, 0.0016515664651784408, 0.0016002926580218546, 0.0015531227719995603, 0.001503916671994006, 0.0014567457564320574, 0.001411498823691448, 0.0013663719126465366, 0.001323106075642793, 0.001280038303620558, 0.0012372690197871067, 0.0011963207652171855, 0.0011557225793511568, 0.0011168661912227523, 0.00107965525099792, 0.0010415964009261975, 0.0010052138678096267, 0.0009704133651420842, 0.0009350078858686532, 0.0009021999058410994, 0.0008688925091101451, 0.000837092676988999, 0.000805841887683801, 0.0007751787639875434, 0.0007459303290546257, 0.0007172582513624362, 0.0006891916241361922, 0.0006624423864092449, 0.0006362791962827184, 0.0006107232798219229, 0.0005857924663782037, 0.0005615013799842028, 0.0005383978320499603, 0.0005153912417092859, 0.0004935359122193152, 0.00047230244404451147, 0.00045169530863722575, 0.0004317168179213728, 0.00041236728929246294, 0.0003936452058544504, 0.0003758997829841877, 0.00035840264465901585, 0.0003415197599033891, 0.00032524373712753, 0.00030956606207884965, 0.0002944772206601332, 0.0002799668149111333, 0.0002660236721922633, 0.00025263594765908805, 0.00023957993836702635, 0.00022727743978908686, 0.0002153036713367015, 0.00020367830448329624, 0.00019274857847327565, 0.00018215599513861255, 0.0001720593705159212, 0.00016244147308223757, 0.00015315679039449022, 0.0001443330310581582, 0.0001359521791970814, 0.00012789120137145547, 0.00012015340942784705, 0.00011283210514821047, 0.00010590851041076318, 9.92844771857581e-05, 9.29587584767707e-05, 8.699804694441168e-05, 8.13195796860976e-05, 7.591941600026958e-05, 7.07926600659482e-05, 6.598498278194474e-05, 6.143088097212327e-05, 5.71239698561151e-05, 5.309803269330899e-05, 4.926106534588711e-05, 4.56840289930176e-05, 4.22867106988365e-05, 3.909839827438687e-05, 3.6137626460790235e-05, 3.3339548518647706e-05, 3.072494746578956e-05, 2.8285214801145242e-05, 2.599274207128006e-05, 2.38788519532643e-05, 2.1898519538386416e-05, 2.0047846161868895e-05, 1.834882614284931e-05, 1.675362511309893e-05, 1.5293729093981817e-05, 1.392855476093224e-05, 1.2674114470576263e-05, 1.151480146361099e-05, 1.0453030958354097e-05, 9.475233813598572e-06, 8.576726094482273e-06, 7.752850228077104e-06, 6.9990090068015575e-06, 6.3106950068231384e-06, 5.683515643362365e-06, 5.1132141147064794e-06, 4.592693852645146e-06, 4.124336355248445e-06, 3.6986644067786936e-06, 3.3129178503634655e-06, 2.9661989036168077e-06, 2.65516207364953e-06, 2.3752455736466747e-06, 2.1240427739794936e-06, 1.9003294456211702e-06, 1.700513611574174e-06, 1.5191971320227642e-06], 'MSE': 20813.864095923695, 'R_2': 0.8490286617160274, 'U_norm': [-170.15977661432356, -26.182493923118212, -0.0718949414273826, -0.0938375057735621, -0.09166183592857402, -0.07879337505512847, -0.07672140247965797, 77.14446893662885, 98.22522598037756, 32.25276307242248, -0.0374371379441287, -0.024836903546137684, -0.013079778017263939, -0.002486263382276654, 0.006694918502366559, 0.012379486225714147, 0.01984338227675408, 0.024882206593884768, -1.0373353291181167, -7.092748332023955, -2.091587628363779, 0.025728765533829894, 0.02479918036127964, 0.02318356692528526, 0.020894531466953168, 0.018915452038192854, 0.017479946898057066, 0.01635066443662206, 0.015483863843174135, 0.014829508104903357, 0.014326559120424633, 0.013913365853013341, 0.013535090701306958, 0.013148087538685052, 0.012721790845701674, 0.012238385125857473, 0.01169140306056824, 0.01108603882694193, 0.010391638434949427, 0.009736293454926558, 0.009063446944450871, 0.008347115200406412, 0.007567052003466223, 0.006840088870034083, 0.006168816441360752, 0.005512028970635874, 0.004923049935704739, 0.004365091725493791, 0.0038149273454492674, 0.003342715853138096, 0.0029122365548391337, 0.002522998852640798, 0.002172516590944875, 0.0018579073046560474, 0.0015761559575868608, 0.0013242520302324506, 0.001099289353626899, 0.0008985345009000993, 0.0007194696084218407, 0.0005598150699881414, 0.0004175368319580715, 0.0002908422810302916, 0.00017816796706677886, 7.816175467806037e-05, -1.0338549931752764e-05, -8.832848796280396e-05, -0.00015666088645338314, -0.0002160694539883635, -0.00026719125689969597, -0.0003105874832202539, -0.0003467620595442903, -0.0003761778292242514, -0.0003992701295067792, -0.0004164577218698888, -0.00042815113323660544, -0.00043475855055129367, -0.00043668948339063176, -0.0004343564591108584, -0.0004281750494424977, -0.00041856254445058193, -0.0004059355896683613, -0.0003907070921193182, -0.0003732826780338667, -0.00035405695693329427, -0.0003334098123570287, -0.0003117029010693358, -0.0002892765041679783, -0.0002664468347001694, -0.00024350387136121688, -0.00022070975568534964, -0.0001982977627006555, -0.0001764718315926232, -0.00015540662552287102, -0.00013524807457493082, -0.00011611434694840762, -9.809718672611479e-05, -8.126355303817703e-05, -6.565749549463977e-05, -5.130220173529697e-05, -3.820215708098155e-05, -2.634536052655582e-05, -1.5705547379971786e-05, -6.244375044761395e-06, 2.086465137297397e-06, 9.343240799633246e-06, 1.558830038593661e-05, 2.0888342766151363e-05, 2.5312847397502524e-05, 2.8932673223374228e-05, 3.181882967256899e-05, 3.4041419119636994e-05, 3.566874653153066e-05, 3.676658916285177e-05, 3.739761704795991e-05, 3.7620953125702606e-05, 3.749186036391951e-05, 3.706154300740914e-05, 3.637704807541702e-05, 3.5481253633347656e-05, 3.441293027685054e-05, 3.3206863219126225e-05, 3.189402263924712e-05, 3.0501770933629555e-05, 2.9054096698584707e-05, 2.757186589711447e-05, 2.607308220348013e-05, 2.457314957415468e-05, 2.3085130891048976e-05, 2.1619997871626225e-05, 2.0186868390399678e-05, 1.8793228159158804e-05, 1.7445134689160747e-05, 1.6147402156026433e-05, 1.4903766746868287e-05, 1.3717032240929123e-05, 1.2589196647024928e-05, 1.1521560722437315e-05, 1.05148198298423e-05, 9.569140838822566e-06, 8.684226025354227e-06, 7.859365931784393e-06, 7.093483625627088e-06, 6.385172413459221e-06, 5.732729239115536e-06, 5.134185789374494e-06, 4.587338946578132e-06, 4.089782150589748e-06, 3.6389382724072144e-06, 3.232094776989429e-06, 2.866440757072928e-06]}, 'iteration_34': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24493.92051436993, -4075.3799119718024, -7.397184724908229, -14.36669161931558, -13.351731527707067, -10.945855044207006, -9.556722355161506, 11770.136272945345, 14194.364578122224, 4261.357902788559, -3.2357380638302162, -1.335904964507089, 0.3385957857868263, 1.7484858139628556, 2.8723210353431012, 3.3952551216865468, 4.209368773582867, 4.562802172317691, -329.5311746673253, -1018.4874179753652, -171.82698154051857, 4.046582971565823, 3.282916029799537, 2.9184165586040933, 2.5032555708253774, 2.1731220338236654, 1.954271648791607, 1.8063766004038129, 1.715981431326079, 1.669680506456033, 1.6533648386663433, 1.6537888899577398, 1.6596154042329454, 1.6619722828498487, 1.6545981846986628, 1.6337199132153852, 1.5977053152407148, 1.5467785250762356, 1.4771153426916, 1.4074663062160995, 1.32937880567329, 1.2401800660845628, 1.1367320486227812, 1.0381023229449398, 0.9443949064896592, 0.8511104704947585, 0.7655463467271537, 0.6784477842751037, 0.5958567939678808, 0.5236823994597055, 0.45912948604657844, 0.3979286011550941, 0.3423008641726694, 0.29196813467994753, 0.2465971012563861, 0.20582505003106122, 0.16927982779760553, 0.13659472296530437, 0.10741904040611862, 0.08142512015813572, 0.058312478251243444, 0.037809673848005994, 0.01967442371005174, 0.0036924126725174943, -0.010324817753258204, -0.022542578991057143, -0.03310607281519798, -0.04214353457540792, -0.04976930550455445, -0.05608669931733764, -0.06119056680094586, -0.06516949729626231, -0.06810762610802454, -0.07008604300314604, -0.0711838171883166, -0.07147866991658905, -0.071047336731519, -0.06996566743087672, -0.06830851506284823, -0.06614946437292503, -0.06356044777631015, -0.06061129233449447, -0.05736923596541626, -0.05389844531472413, -0.05025956157482422, -0.04650929471823606, -0.042700080939399795, -0.038879812909218325, -0.03509164815461821, -0.03137389698004522, -0.02775998834504255, -0.02427850962696134, -0.020953314445050813, -0.017803691268589553, -0.014844584855556847, -0.012086861820899587, -0.009537611652469871, -0.0072004743810105375, -0.005075986463411537, -0.0031619369142473603, -0.0014537262989863643, 5.527810818280659e-05, 0.001373396739327181, 0.0025103068716840196, 0.0034767305601654357, 0.004284144758260298, 0.004944516136742941, 0.005470062344748493, 0.005873040757128401, 0.006165565071893503, 0.006359449454046572, 0.006466079453649121, 0.006496308407161924, 0.006460377693632874, 0.00636785896266816, 0.006227616230390213, 0.006047785613717654, 0.005835770452670944, 0.005598249549875668, 0.005341196358151239, 0.005069907001396069, 0.0047890351998968695, 0.004502632245746381, 0.004214190459373027, 0.003926688628073865, 0.00364263820628311, 0.003364129212547213, 0.0030928749588103174, 0.0028302548730353124, 0.0025773549082234574, 0.0023350051049008756, 0.0021038140614059713, 0.001884200142801961, 0.0016764194000795766, 0.0014805902268635097, 0.0012967148912409342, 0.0011246980935974075, 0.0009643628096760308, 0.000815463654781394, 0.0006776980777882498, 0.0005507157062093357, 0.0004341261492058814, 0.00032750559540548486, 0.00023040251729973505, 0.0001423427554200063, 6.283426547307815e-05, -8.628299620152142e-06, -7.255901810775336e-05, -0.0001294760677254117, -0.0001798970094050251], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [141.95588041457282, 8768.998909236687, 3141.9115718067937, 725.7329346315712, -102.9902979562618, -336.5267702508752, -362.5750790348479, -323.0054382793547, -268.31597325918534, -215.52066086402203, -169.56938625113673, -131.14580412456715, -99.77505359641333, -74.25763823493928, -53.83774801021697, -37.48690392616241, -24.49803483718067, -14.328545935803229, -6.368360648910733, -0.196413322060556, 4.538023400936143, 8.104182294500978, 10.786610486452306, 12.740627372969294, 14.147503698743943, 15.118305515124915, 15.753489194157908, 16.132572403365213, 16.31867867974225, 16.358541272284054, 16.28999562337561, 16.142490490055906, 15.937670925443543, 15.693704654304021, 15.42223733875142, 15.132837380674946, 14.83267314612666, 14.527048740116362, 14.219834906051727, 13.91238769804571, 13.609556981592775, 13.309891749135527, 13.015714265598746, 12.726355070058228, 12.44346914261273, 12.16606984770006, 11.894326214192613, 11.628315596349825, 11.369053800703583, 11.114459383408501, 10.865514124213883, 10.622132496086166, 10.383364733922923, 10.150021939660354, 9.921986995695281, 9.697634690275743, 9.475577692738815, 9.262975907903073, 9.051858006391264, 8.848914650674844, 8.641304704101307, 8.44777886906471, 8.250050260849235, 8.05996335747424, 7.871784944287551, 7.690761320143518, 7.511587931992893, 7.33442148480811, 7.159401121435759, 6.986649492076976, 6.820452516804367, 6.656405585895231, 6.494605033502653, 6.338860268849523, 6.181649179843773, 6.030355603518148, 5.8813180615745635, 5.734591039329278, 5.590219749394828, 5.448240822859937, 5.308682970176175, 5.174313898652093, 5.039552575253684, 4.907260967208369, 4.777441958573379, 4.652451480821681, 4.527478016652806, 4.404960537917873, 4.284884161311312, 4.167230627826316, 4.050029567884433, 3.9372276878951307, 3.824968375128251, 3.716901856718849, 3.6077760112227124, 3.5027653608965, 3.40009160606072, 3.2982216832682814, 3.197281809822116, 3.100147046830736, 3.003948046077692, 2.9087859991100324, 2.815981550124403, 2.7254748918914347, 2.636068226771699, 2.548928741700387, 2.462940253576804, 2.3781621734881218, 2.295621606606455, 2.2143133961737336, 2.134279740503692, 2.0564241312833977, 1.9798424802704313, 1.9045631331050616, 1.8306093519529536, 1.758741406851807, 1.6874612682625034, 1.618236165024219, 1.5496748147268524, 1.4831268556552824, 1.4173007564754447, 1.3534377529832418, 1.290339373676259, 1.2286066925826107, 1.1682298467429253, 1.1086983562734045, 1.0505367733217297, 0.9937279142200117, 0.937811443870925, 0.8832448319224555, 0.8300056921187426, 0.7772881945701053, 0.7262894814937372, 0.6758546385906492, 0.6267366178543182, 0.5785733339131698, 0.5313752033742397, 0.4851496901072897, 0.4399015425234071, 0.395914591877607, 0.3526141740402237, 0.310291731139047, 0.26894329051114396, 0.22832501644042022, 0.18868754809368984, 0.15002114443735198, 0.11231490420788076, 0.07535588536148394, 0.03915644339111123, 0.003726193164564957, -0.030751144470730844, -0.06446246546206305, -0.09740429729799067, -0.12957515564364624, -0.16038152523567756, -0.1908965065265811, -0.22147330183175787, -0.2507093011923293, -0.2786823050826327, -0.30665448062180345, -0.3334010097439222, -0.3600797929978028, -0.38661228195016667, -0.4109465809306668, -0.43517957614845326, -0.45924472080156004, -0.48221820283969946, -0.5049878959976959, -0.5275000779581539, -0.5482093434662957, -0.5694250127085946, -0.5896391054035729, -0.6089109982822424, -0.6279143489711916, -0.6466132482789996, -0.6649754709039513, -0.6824404282960338, -0.6990618059234803, -0.7153715540543102, -0.7313455333427833, -0.74696246421263, -0.7617912183398285, -0.7762711295677418, -0.7903863677937201, -0.8041234025083294, -0.8171377383261302, -0.8297890990451672, -0.8420679729907966, -0.8536843671025438, -0.8652125881832218, -0.8760977687470154, -0.8866173134511272, -0.896767719101406, -0.9065467470930698, -0.9157549049843322, -0.9248010350865332, -0.9333000009873162, -0.941614938661966, -0.9494080290977489, -0.9570003860106224, -0.9640972788317623, -0.9709812936656271, -0.9773968233546273, -0.9835912206910555, -0.9894450065114218, -0.994871296497679, -1.000070180563076, -1.0049477870043801, -1.009583948349035, -1.0138340798724723, -1.0178455173438472, -1.0215537242615946, -1.0249669806797985, -1.0281384070636885, -1.0310218241141238, -1.0336261598296612, -1.0359914117523914, -1.0380869066851044, -1.0399218358744333, -1.0415247609610687, -1.0428779912183015, -1.0440035093530666, -1.0449009271146248, -1.0455639097621379, -1.046005865780896, -1.0462267503413816, -1.0462347332796276, -1.0460318221816851, -1.0456205267399672, -1.0450115205236694, -1.044204324478036, -1.0431908498129006, -1.042009131388654, -1.0406287956467197, -1.039065512793156, -1.037323715133517, -1.0354080124146696, -1.0333231605126902, -1.0310740324988175, -1.0286433874133871, -1.0260797229919882, -1.0233429079391545, -1.0204356415313371, -1.0174121488220111, -1.0142274673308744, -1.010885029869914, -1.0074433055666874, -1.0038256553732547, -1.00009125334972, -0.9962168393400012, -0.9922357087038979, -0.988094554708674, -0.9838561533568879, -0.9794960040860656, -0.9750186950093421, -0.9704288671401438, -0.9657311938355982, -0.960930361986566, -0.9560310548968227, -0.9510379367846858, -0.94592540085786, -0.9407283685865745, -0.9354213261706673, -0.9300391096771673, -0.9245563295142649, -0.9190075776539144, -0.9133380169146953, -0.9076412415837578, -0.901774736666545, -0.8959482523236213, -0.8898758472839894, -0.8838519993689085, -0.877878443661826, -0.8716759285230965, -0.8655315052530205, -0.8591710371555339, -0.8528761172117578, -0.8463780989205669, -0.8399526596846076, -0.8336000675249841, -0.82706032600066, -0.8203428133270082, -0.8137104545335112, -0.8069126238481179, -0.8002054201212379, -0.7933446427838138, -0.7865793970587451, -0.7796720173785708, -0.7728645057504037, -0.765925799659871, -0.7588646693213187, -0.7519123049191143, -0.7448476926201347, -0.7378947323845496, -0.7308391181436986, -0.7236889171455267, -0.7166571194387118, -0.7093378484029775, -0.7023434489706785, -0.695076583190566, -0.687937301066595, -0.6807345483158923, -0.6734751994947485, -0.6661659401684645, -0.6589909438926472, -0.6517721266657189, -0.6445156061169878, -0.6372272980488604, -0.6299129117465581, -0.622739376868851, -0.6153859213815284, -0.6081774076772288, -0.6009573569352061, -0.5937305170840196, -0.5863554278709573, -0.5791314159457086, -0.5719136077358759, -0.5647059463422136, -0.5575121803434656, -0.5502043984836378, -0.5430516817334929, -0.5357970142262782, -0.5286979253685161, -0.5215080525931, -0.5143558411655718, -0.5072436534898193, -0.5001736934694596, -0.49303775000587136, -0.4859529059002047, -0.4789207752314166, -0.471839887004948, -0.46481922382099317, -0.4578598627510794, -0.45096276725387185, -0.443941207451275, -0.43708380637487504, -0.43020561620173337, -0.4233133588375887, -0.41649865992671997, -0.40967827747269475, -0.40293926442960926, -0.3962020594692388, -0.3895493340721502, -0.38282964812349346, -0.37620059021666846, -0.36958946555440836, -0.36307058818015353, -0.3565063465223549, -0.35003884054191764, -0.3435369334348985, -0.337135397180174, -0.3307093342437705, -0.32438648902208395, -0.31810644126122756, -0.311814783143023, -0.3055738085016063, -0.2993855967769833, -0.29325204694633483, -0.2871236338115374, -0.28110576791643166, -0.27505006210224076, -0.26906009034167205, -0.2631367750686598, -0.2572361315447793, -0.251406015372195, -0.2456044983792431, -0.23983538733976303, -0.23414232672007373, -0.22844728959279456, -0.22283247044489518, -0.2172606429083284, -0.21173445577211633, -0.2062563397334557, -0.20082851688075617, -0.19542009784201497, -0.19009966934155506, -0.18480394610709794, -0.1795672506760777, -0.1743615132347503, -0.1692188329632913, -0.1641124441247868, -0.15907234671393827, -0.15404697259093145, -0.14911722744695502, -0.14415832419356245, -0.13932206845689027, -0.13462720017445684, -0.12984301329231165, -0.12498360398199736, -0.12048419165242397, -0.11590972197062575, -0.11127279970715012, -0.10677784458222385, -0.10223187348025387, -0.0978266464672088, -0.09355574508284169, -0.08924323530315195, -0.08506355149408823, -0.08085113868790104, -0.07661512344938913, -0.07251357634506166, -0.06854027327222255, -0.06454902825062592, -0.060547506302089424, -0.05667429130432594, -0.05279620002984044, -0.04891983466900865, -0.04517030285240568, -0.04154163062403936, -0.03780537944160585, -0.03430110605636349, -0.0306998379241528, -0.027218347005547275, -0.023753585431004188, -0.020309867573347663, -0.016982031199874972, -0.013676702601729712, -0.010397491949354977, -0.007147726047378562, -0.004009506079145538, -0.000901061883188001, 0.00217486035756261, 0.005215756206001963, 0.0081507214804535, 0.011117418675193532, 0.01397900411262823, 0.01680227332469094, 0.01958558230479613, 0.022327469963543487, 0.025026648655033987, 0.02768199475077607, 0.030292539320716724, 0.03285745897224244, 0.035376066889979504, 0.037847804111898774, 0.04027223107057492, 0.04264901942246022, 0.04497794418267127, 0.04729811367771162, 0.049529521091117856, 0.051749270454789595, 0.05391839446323066, 0.056037226374075426, 0.0581061566256257, 0.06012562730812772, 0.06212583066022339, 0.06407523470634632, 0.06600189606805282, 0.06787697246352618, 0.06970134176198552, 0.071500025262588, 0.07324780612398625, 0.07494571138574796, 0.07663722622631913, 0.07825701551418367, 0.0798672697715122, 0.08140825424356248, 0.08293709686868726, 0.08441627433250389, 0.08586340316322322, 0.08727763363905819, 0.08864342358567937, 0.08997636415372486, 0.09127590981290976, 0.09254162581508146, 0.09377318082399311, 0.0949703397289167, 0.09612183439743444, 0.09725038762404661, 0.09834432755434239, 0.09940373725916322, 0.10042876373852626, 0.10142822834476951, 0.1023847137247916, 0.10331534702882322, 0.10421924319749237, 0.10508178880369885, 0.10591774866435412, 0.10672652942581487, 0.10750181386190669, 0.1082497366764834, 0.10896480306345173, 0.10965258288246893, 0.11031289661730706, 0.11094135999363713, 0.11154678955095793, 0.11212090753914146, 0.11266806862394237, 0.1131884009069294, 0.11368511558611268, 0.11415216137064885, 0.1145956700811831, 0.11501295045225375, 0.11540437501836563, 0.11577237042108335, 0.11611499108830754, 0.1164343949118522, 0.11672907568533705, 0.11700093698961385, 0.11725008947473388, 0.11747669475145536, 0.11768287207528183, 0.11786147348322512, 0.11802351098067264, 0.11816120349827852, 0.11828114797868199, 0.11837795151337438, 0.11845323151825897, 0.11851053640936528, 0.11854751338990947, 0.11856598565952471, 0.1185649880228624, 0.11854603454580133, 0.11850710438521678, 0.11845048849307495, 0.11837755118246449, 0.1182858750621201, 0.11817923506453942, 0.11805410160895863, 0.11791015927228474, 0.11775283860546892, 0.1175832633425103, 0.11738960462235735, 0.11719106293379832, 0.11696830285459286, 0.11673523947233466, 0.11648512114176404, 0.11622603473533227, 0.11595064575535645, 0.11565911181436177, 0.11536027737782527, 0.11503730460917373, 0.11471688698780586, 0.11437285387725543, 0.11402359312563314, 0.11366042571433564, 0.11328368206500197, 0.11289371841344491, 0.11249091358080039, 0.11208535103864825, 0.11166785548968003, 0.1112388212224004, 0.11079865556876448, 0.11034777644338144, 0.1098866100273957, 0.10941558860159073, 0.10894494674368592, 0.10845550614304657, 0.10796726700463376, 0.1074611321855656, 0.10694731639377991, 0.1064358774766482, 0.10590793857435028, 0.10537359543117322, 0.10483326335839767, 0.10428734997825789, 0.10372695171734739, 0.10317114225746288, 0.10260178305614535, 0.10202855769843237, 0.10145183544142025, 0.10087197385627852, 0.10028053838337755, 0.09968683684846956, 0.09908261468337341, 0.09847697181429158, 0.09787021416521148, 0.09725436427901821, 0.0966381840943792, 0.09601388817791011, 0.0953900033701388, 0.09475893941673037, 0.09412898094689746, 0.09349273510568605, 0.09285074252471981, 0.09221091593173526, 0.09156616212944381, 0.0909169848253205, 0.09026387487480911, 0.08961423795772609, 0.08895456620427257, 0.08829905209167682, 0.08764120174762721, 0.08697495914409561, 0.0863137926406362, 0.0856515036606814, 0.08498232560797489, 0.08431900960502055, 0.08364972653069962, 0.08298094351721469, 0.08231297145833963, 0.08164050828968039, 0.08096964440526765, 0.08030064271480093, 0.07962846851997844, 0.07895884430488463, 0.07828690786941475, 0.07761316342967471, 0.0769429730404208, 0.07627172490001118, 0.07559986545457628, 0.07493240854633776, 0.07426049129492582, 0.07359358376961062, 0.07292316249279587, 0.0722582862942855, 0.07159076229300702, 0.0709252104196671, 0.07026192509163774, 0.06960118347430436, 0.06893946263700922, 0.06828095505774574, 0.06762226558189639, 0.06696738159665433, 0.06631303231173089, 0.06565962480177813, 0.06500754422575526, 0.0643668489248943, 0.06372774753884002, 0.06307205298606343, 0.06243151222365086, 0.06177611054781396, 0.06113611003516102, 0.06051092931373514, 0.05987257855223405, 0.05924922532644905, 0.05861414735701716, 0.05799417328931226, 0.05736380582138808, 0.05674858301048331, 0.056147920098383736, 0.05551491980312968, 0.05492018820596215, 0.05429532683461726, 0.05370752102807703, 0.053091648574584774, 0.05249116546004088, 0.05190545464499498, 0.051314471686806536, 0.05071909410218277, 0.05013864393547729, 0.04955449140125319, 0.04896741539439892, 0.048395269056560185, 0.04782075832853706, 0.04726082388018045, 0.04668318292425952, 0.04613599007718551, 0.045572327822421474, 0.04500860510506767, 0.04445961247735032, 0.043910845554036286, 0.04337632236203714, 0.04282910016012936, 0.04229632436561269, 0.04176489897143442, 0.041235224805068554, 0.040707676517256916, 0.04018260336630642, 0.039671532739047964, 0.039152056065005464, 0.03864657286716849, 0.03813383438672584, 0.0376350199966416, 0.03713975803129039, 0.036638761874968895, 0.03615149418909155, 0.035668367792823674, 0.035180803694264656, 0.034698175392381785, 0.03422886015630701, 0.03375620164856117, 0.03328878686078445, 0.03282669074074994, 0.03236259630155674, 0.03191152268245376, 0.031458948395413536, 0.031012269732420276, 0.030564911959500184, 0.030130224892323185, 0.02969521329919279, 0.02926039301187151, 0.02883210961794304, 0.02841030709728277, 0.027989394041177666, 0.027575155232148506, 0.02716229273597438, 0.026756239788007546, 0.026351978392609214, 0.025949836050601093, 0.025554749501497383, 0.02516209147496948, 0.024772129139697046, 0.024389344800726142, 0.02400947547506956, 0.02363273599393188, 0.02325932233640087, 0.02288941250668113, 0.02252316741153595, 0.02216426644387442, 0.021805663060261347, 0.02145111620733525, 0.021100726949880914, 0.020754583464735143, 0.020412761823869335, 0.02007532675165132, 0.019739481366667058, 0.019408294526552683, 0.019081793193987305, 0.01875739923345183, 0.018437879476053614, 0.018120791201314268, 0.017808713431484453, 0.017499332941738797, 0.017195053086171544, 0.016893684299510242, 0.01659538349766937, 0.016300291965737814, 0.016008536165009732, 0.015722120148303848, 0.015437299891497624, 0.015156115504860217, 0.014880359256221231, 0.014606605802370675, 0.014335073188895934, 0.014069075759493102, 0.013805478338125851, 0.013545912375951553, 0.013288980252878798, 0.013036192641909307, 0.012786224074930175, 0.012539194086578997, 0.012295208919138488, 0.012051970169967226, 0.011816735975039008, 0.011589115659554757, 0.011357909520730625, 0.011123835346449406, 0.010907789510913196, 0.010679035272246883, 0.010467546029838737, 0.010253716043113006, 0.010038123469531323, 0.009829841515963268, 0.009620263413751703, 0.009417840493117238, 0.009222215532215713, 0.00902561859166552, 0.008828485720254442, 0.00863815000973127, 0.008447580021637298, 0.00826359916275238, 0.008079641603405952, 0.007902055617326084, 0.007724711360339158, 0.00755351469971534, 0.007382743590137029, 0.007212669756722028, 0.007043545000516058, 0.006880452894377917, 0.006723085054311973, 0.00656211466498901, 0.0064069404231651365, 0.006257264629475056, 0.006104707402596936, 0.005957679452160699, 0.0058121345693500975, 0.005668211065759793, 0.005529523542476179, 0.005389074625502865, 0.005253824191672472, 0.005123501405884336, 0.004991840194180853, 0.004862157862515748, 0.0047373061550276445, 0.004611671550760649, 0.004490774491149929, 0.004371883662706462, 0.004255043315652076, 0.00414029035611568, 0.004027654829143897, 0.003917160387834958, 0.0038088247469473774, 0.0037006967993669423, 0.003596786317432978, 0.0034950536948201902, 0.0033954971525388708, 0.0032964367062696923, 0.0031996692963657284, 0.0031067186065878863, 0.0030144129206397642, 0.0029229117059130626, 0.0028350907470377803, 0.0027481279254993073, 0.0026634090545383927, 0.0025808957561959103, 0.0024993917751733818, 0.0024201086260664502, 0.0023419367583742716, 0.00226598074374631, 0.002192188504189658, 0.002119573000229242, 0.0020490966011593053, 0.001979845708211147, 0.0019118748336207092, 0.001846016601859331, 0.001781457236841967, 0.0017189529534109562, 0.0016577525806099433, 0.001597884608420793, 0.001539372042140411, 0.0014828334275978031, 0.0014270535760756175, 0.001373217849324627, 0.0013207332543693675, 0.0012696036268704204, 0.0012198292836998244, 0.0011709526826601346, 0.0011238982898151475, 0.001078181044707473, 0.0010333961363936772, 0.0009899615812333762, 0.00094785995850296, 0.0009070722159010457, 0.0008672541441330963, 0.0008287391272780246, 0.0007915022528864964, 0.0007552393714689264, 0.0007199655449005204, 0.00068594289382103, 0.0006531404275259237, 0.0006210742459499085, 0.000590212272872059, 0.0005603165672580881, 0.0005313849085730915, 0.0005034125485121651, 0.0004763924452377461, 0.0004504791507285898, 0.0004253254797116976, 0.00040109176358782466, 0.0003777638889139162, 0.000355195921477955, 0.0003335165515094149, 0.00031270719882362056, 0.00029263905957653216, 0.0002734142779469834, 0.0002549143598893352, 0.00023713474717949236, 0.00022006891408311952, 0.00020395004931124625, 0.00018834589863494136, 0.00017299268464707247, 0.0001592854115649883, 0.0001451664206481619, 0.0001325618850223904, 0.00011966535760204731, 0.00010815576530984837, 9.692499493610122e-05, 8.60173369772106e-05, 7.628585755882635e-05, 6.645078977112032e-05, 5.73326748097286e-05, 4.8878196897758516e-05, 4.073706764391491e-05, 3.321061740880896e-05, 2.5995958465697584e-05, 1.9111401596025007e-05, 1.278757493923393e-05, 6.782272632331172e-06, 1.2869775199264296e-06, -3.7388692862149055e-06, -8.634037527525897e-06, -1.3076306628848783e-05, -1.710320959046045e-05, -2.0971810932847006e-05, -2.4346128464237373e-05, -2.755967226312487e-05, -3.042347633120057e-05, -3.303861617641838e-05, -3.540786026733119e-05, -3.7481677859012515e-05, -3.933379947494128e-05, -4.096901575468815e-05, -4.235959339961927e-05, -4.355712932537842e-05, -4.456763786828226e-05, -4.539781764867672e-05, -4.605494263667079e-05, -4.653724704209021e-05, -4.687553139336384e-05, -4.7062067695568556e-05, -4.711400904292456e-05, -4.7039190391886144e-05, -4.684556926110861e-05, -4.654116072772895e-05, -4.6133978409225383e-05, -4.564279361953016e-05, -4.505524399129965e-05, -4.438825091532105e-05, -4.364936209819605e-05, -4.284591281196463e-05, -4.198499910220471e-05, -4.107345545468948e-05, -4.01178366106293e-05, -3.91244032173832e-05, -3.808164230943516e-05, -3.70300355494885e-05, -3.59400473744577e-05, -3.481688191458547e-05, -3.370058576395856e-05, -3.256095107417805e-05, -3.141984923316448e-05, -3.0281279965059247e-05, -2.9132662637813183e-05, -2.7994319585521187e-05, -2.6869328205734718e-05, -2.5745473664552857e-05, -2.462660588759407e-05, -2.353037322594488e-05, -2.2458698485349923e-05, -2.1400239123471744e-05, -2.0357914071061482e-05, -1.9346335081374588e-05, -1.8354968554131657e-05, -1.7386016636629912e-05, -1.6441442949172967e-05, -1.5532810365266047e-05, -1.4650752096967504e-05, -1.379654856093196e-05, -1.2979618192658107e-05, -1.2183617472348197e-05, -1.1425463158257344e-05, -1.0690297471560049e-05, -9.986275275018657e-06, -9.319632792878428e-06, -8.677617191733756e-06, -8.066572839679697e-06, -7.4861519066608265e-06, -6.931231857016038e-06, -6.410873833761433e-06, -5.915396733813911e-06, -5.444940597311016e-06, -5.0063307239548175e-06, -4.588307107014313e-06, -4.20012321933041e-06, -3.831945946250375e-06, -3.488920834414332e-06, -3.1676178316804647e-06, -2.8694780660761572e-06, -2.591408937906765e-06, -2.3327047312697123e-06, -2.0926083101647928e-06, -1.870322155195874e-06, -1.665018746133257e-06, -1.4758502216144602e-06, -1.3019572664253323e-06, -1.141550076531072e-06, -9.957190478489547e-07, -8.618403745800309e-07, -7.393200665307407e-07, -6.281347746540387e-07, -5.274580720729352e-07, -4.360278761725913e-07, -3.532454208736424e-07, -2.788822245481391e-07, -2.119016569277617e-07, -1.5061669199797456e-07], 'MSE': 20518.11580888972, 'R_2': 0.8511738431433173, 'U_norm': [-172.5460086078624, -28.708778448058286, -0.05210904062782274, -0.10120532947588431, -0.09405550172166356, -0.07710744376630632, -0.06732177875686496, 82.91404528221082, 99.99138158560388, 30.018889664656495, -0.02279396993580055, -0.009410705377683215, 0.0023852184600127303, 0.01231710734628065, 0.020233899664943197, 0.02391767863820414, 0.029652655246194252, 0.032142396413788375, -2.321363330437424, -7.174675801118785, -1.2104252489330813, 0.028505920064311383, 0.023126312392675433, 0.02055861691666731, 0.01763403931264965, 0.015308432675532384, 0.013766753776173594, 0.012724915648332466, 0.012088132099833348, 0.011761967908335624, 0.01164703312877548, 0.011650020333609942, 0.011691064876956675, 0.01170766777227028, 0.01165572136367786, 0.011508645585875877, 0.011254942830185929, 0.010896191997752396, 0.01040545373229838, 0.00991481511688438, 0.009364732228645993, 0.008736376858591716, 0.008007643273416774, 0.007312851866470881, 0.006652735382593685, 0.005995598560143693, 0.005392847031352382, 0.004779286237858052, 0.004197478776038233, 0.0036890504217954407, 0.0032343111510074324, 0.002803185051569835, 0.002411318670743856, 0.0020567526644071684, 0.001737139039505568, 0.001449922679121046, 0.0011924819714821573, 0.0009622336379646843, 0.0007567072269908213, 0.0005735945568803247, 0.0004107788856578503, 0.0002663480640190332, 0.0001385953416823458, 2.6010987845012713e-05, -7.273258243338949e-05, -0.00015879989593141778, -0.00023321381816326234, -0.0002968776956448426, -0.00035059699858820605, -0.0003950995144904785, -0.0004310534142446399, -0.00045908276034675445, -0.00047978023909246655, -0.0004937170826620905, -0.000501450289516126, -0.0005035273625335183, -0.0005004888608195812, -0.0004928691038945929, -0.000481195389733945, -0.00046598608182793857, -0.0004477479039215749, -0.00042697274871720837, -0.0004041342698449528, -0.0003796844855346351, -0.0003540505791643003, -0.0003276320408605196, -0.00030079825436698257, -0.0002738865968381964, -0.00024720108898036844, -0.00022101160552085358, -0.0001955536348347248, -0.00017102855905089075, -0.00014760441361267259, -0.00012541707502804802, -0.00010457182078158397, -8.514520011475717e-05, -6.718715451534353e-05, -5.072332596970935e-05, -3.5757493517437e-05, -2.227408199937474e-05, -1.0240690964568909e-05, 3.89403440937158e-07, 9.674814020357889e-06, 1.768371179435539e-05, 2.4491627659589267e-05, 3.0179410352149786e-05, 3.483135839326489e-05, 3.8533538306731796e-05, 4.137229646186232e-05, 4.34329671047615e-05, 4.479877443855631e-05, 4.5549923313171295e-05, 4.5762869430554454e-05, 4.550975759399759e-05, 4.485801473641541e-05, 4.387008290751018e-05, 4.2603276513077055e-05, 4.1109747954367925e-05, 3.943654567079649e-05, 3.7625749305798866e-05, 3.571466709834103e-05, 3.3736081912243336e-05, 3.171853284070228e-05, 2.9686621333304126e-05, 2.7661331285146334e-05, 2.566035449196124e-05, 2.369841396870657e-05, 2.178757904243386e-05, 1.9937567013769564e-05, 1.8156027815920293e-05, 1.6448808621439792e-05, 1.4820196666178103e-05, 1.3273139098663631e-05, 1.180943965531436e-05, 1.0429932353182526e-05, 9.13463316967725e-06, 7.922870772167879e-06, 6.793398123499345e-06, 5.744486625355115e-06, 4.774004973804869e-06, 3.879484990095119e-06, 3.058176588506131e-06, 2.3070942542989438e-06, 1.62305722801501e-06, 1.0027253206589843e-06, 4.4263235462146035e-07, -6.078155841391584e-08, -5.111378129790795e-07, -9.120866822097526e-07, -1.2672740942029889e-06]}, 'iteration_35': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24509.348463231563, -4334.255653366106, 16.52675022568392, 3.8078213298464245, 2.2506399749467154, 4.239587709661295, 1965.2522532654498, 10082.666626877899, 11643.728519424267, 6972.52749492797, -34.87133428257589, -14.069720182761328, -16.49615800502651, -17.077936357418423, -16.696859388924047, -15.911929791820622, -13.99239529379789, -12.107052681275423, -592.5209881103706, -1020.2391571636665, 10.2401416286532, -3.91415050293238, -1.8736084672789004, -0.3907986091475836, 0.6968900341799278, 1.5192828883974416, 2.194590573927556, 2.473167129720833, 2.662990767099905, 2.86512398392998, 2.8523563239777157, 2.780537059927042, 2.6984696454407184, 2.299267291261815, 2.3497738547889773, 2.2075163358994736, 2.029519445610336, 1.8454362756775156, 1.6646534238734265, 1.5067595647118341, 1.3514124466253685, 1.197068795781801, 1.0514590552725471, 0.9226997708126665, 0.8046030671466077, 0.6985805597491677, 0.604144850299911, 0.5190085098225937, 0.44182584782979434, 0.37488450886888836, 0.3165630442413535, 0.2656518033352242, 0.22135074005903174, 0.1828735481249882, 0.14943965965658865, 0.12044989512241583, 0.09522651129240135, 0.07315451822869959, 0.05391436047084279, 0.03687105327856705, 0.02175853034903274, 0.008289422928657931, -0.0037641984527683856, -0.014577624529983103, -0.02428098134779076, -0.032966978682178245, -0.04069858472259615, -0.047516337077565196, -0.05344506247148758, -0.05849983944222145, -0.06269109806720011, -0.06602880492771097, -0.06852572898239435, -0.07019982341820094, -0.07107578938189253, -0.07118590984756819, -0.07057025620370454, -0.06927637741998253, -0.06735858247732161, -0.06487692280209581, -0.061895973423326124, -0.05848350099408615, -0.05470909472943358, -0.05064282344702616, -0.04635396905540533, -0.04190987435044188, -0.03737493140143232, -0.0328097264282345, -0.02827034823670035, -0.023807859946352334, -0.019467927925597952, -0.015290597575518884, -0.011310202470549492, -0.007555391552004614, -0.0040492580781021255, -0.0008095538684115526, 0.0021510272834377006, 0.0048245122334859905, 0.0072072713237552296, 0.009299614218014505, 0.011105370025970597, 0.012631461487519289, 0.013887481549973948, 0.014885279189350972, 0.015638560075990023, 0.016162506557067483, 0.016473420339842896, 0.016588390519849505, 0.016524988791375345, 0.01630099302892758, 0.015934139857323445, 0.015441906209406685, 0.014841319507791608, 0.014148795716981603, 0.013380004184689515, 0.012549758055099745, 0.011671928718061952, 0.010759382749403298, 0.009823939600883786, 0.008876348266231033, 0.007926281106403161, 0.006982342924600585, 0.006052093392909835, 0.005142080880080161, 0.004257885881037355, 0.0034041721602864347, 0.002584743994987764, 0.001802607828075494, 0.0010600368754816794, 0.0003586372918851049, -0.0003005853447199947, -0.0009171603436144412, -0.0014910879139094539, -0.0020227777132390276, -0.002512990512346859, -0.0029627834940392683, -0.0033734594946452164, -0.003746520419550875, -0.0040836249203401965, -0.00438655030881355, -0.004657158620903346, -0.004897366588519217, -0.005109119318462571, -0.005294367329202405, -0.005455046642574876, -0.005593061586480772, -0.005710270044776228, -0.005808470845274845, -0.005889393104727112, -0.005954687404879539], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [140.4394281809093, 8794.056414789686, 3142.5426596341076, 715.3425970033675, -117.34789435575274, -350.11761289561076, -372.780962232671, -329.0212411971106, -270.4434886153743, -214.54182620996906, -166.35586588282217, -126.47135066396656, -94.26066958250497, -68.36059055791725, -47.88390618872201, -31.694334463046975, -19.005429945451038, -9.212897677682966, -1.667283696323932, 4.081029307464077, 8.40167296019237, 11.578117971652555, 13.896131673541035, 15.518652461291095, 16.622997319132082, 17.321243694670056, 17.711624535263468, 17.8709469757163, 17.858371233044377, 17.719153182500275, 17.487583380893803, 17.191746980292113, 16.85044596192158, 16.48085065767162, 16.092466768518054, 15.693721623574929, 15.290845117029441, 14.888380832607034, 14.48959062016193, 14.09495241663346, 13.709751321456784, 13.331467729354335, 12.962574252830477, 12.60190483575551, 12.251291664618837, 11.90934618256249, 11.576166867640548, 11.251766133504526, 10.937307136219486, 10.630209243988249, 10.331614770615664, 10.041369439455092, 9.758296471122792, 9.48331021894185, 9.21621274260244, 8.955053838795195, 8.69819987189854, 8.453845413642448, 8.2127457407756, 7.9824687108979395, 7.7484355695143785, 7.531706412020001, 7.311717044454926, 7.10162915404637, 6.895021026548305, 6.697571794405458, 6.503414265469231, 6.312691054769537, 6.125520587826349, 5.941999014371067, 5.766597501219809, 5.594586991037049, 5.426032385083616, 5.264826428396049, 5.103144889447139, 4.948544612983105, 4.7972106977020585, 4.649160623175134, 4.504401325235362, 4.362930253664172, 4.224736361994467, 4.092495451728205, 3.9606762017747394, 3.832064123481198, 3.7066225563589095, 3.58656849478129, 3.4672428811101508, 3.3509575236034728, 3.2376609933964153, 3.127299510856358, 3.018005030146116, 2.9134223498549106, 2.809939843570601, 2.7108886032840576, 2.6114337294007086, 2.516271103783164, 2.423743360066481, 2.332448748374785, 2.2424908927866825, 2.1564004595157, 2.071603105416964, 1.9881771492805855, 1.907259409536444, 1.8287681338994506, 1.7516440995037534, 1.676874171135253, 1.6034804954376374, 1.531501019671602, 1.461787891987128, 1.3934723422223707, 1.326576536850671, 1.261836376842934, 1.1984810244166582, 1.136520657160611, 1.075960954170018, 1.017406293593007, 0.9596226981738348, 0.9037864696783697, 0.8487619585660903, 0.7956192741479603, 0.7433137677381549, 0.6928188921161199, 0.643174079760267, 0.5948428818591368, 0.5478048839620387, 0.5016527942270163, 0.45678368785407936, 0.4131719334870015, 0.3704545575505689, 0.3289715621692562, 0.28869411151932994, 0.24900541655513267, 0.2107975053498077, 0.17319571352206622, 0.1367542495988689, 0.10119524866602947, 0.06651913525656462, 0.032724075079156714, -0.00019380196419766933, -0.032036862789722995, -0.0632283674704187, -0.09356408006231622, -0.12305406311051166, -0.15187808254607219, -0.17986415584495138, -0.20702631325795096, -0.23337924068937824, -0.25907757955167865, -0.2841174684389517, -0.30849709379803697, -0.33209592291267886, -0.35504775194496363, -0.3773550947898173, -0.3990218583311316, -0.4196565362547715, -0.439983497653405, -0.46023561650412553, -0.47948738524837875, -0.4978011392373462, -0.5160066601886388, -0.5333100858670555, -0.5504641620111235, -0.567415533192375, -0.5828634093394798, -0.5981488699734318, -0.6132274814750671, -0.6275240991267379, -0.641595177177713, -0.6554059721479761, -0.6680176435667913, -0.6808406432223779, -0.692962267348201, -0.7044270899918984, -0.7156397336776693, -0.72657823026494, -0.7372233107235412, -0.7472542735178594, -0.7567105260920698, -0.765898713166749, -0.7748050632807583, -0.7834178306859969, -0.7915035609323888, -0.7993061972942526, -0.806817644570132, -0.8140313849032251, -0.8207711216252228, -0.8272278045383008, -0.8333974839179888, -0.8391390981326088, -0.8447377203177655, -0.849925077387927, -0.8548384293457665, -0.8594776099022399, -0.8638432521241446, -0.8678515138555085, -0.871682268020147, -0.8751742966619169, -0.8784790629932603, -0.8814645245200428, -0.8842563039478802, -0.8867485958498109, -0.8890435964021907, -0.8910590129556971, -0.8928758696237473, -0.8944588979472242, -0.8957919807850903, -0.8969281792711625, -0.8978472110563305, -0.8985648265749441, -0.8990634985322419, -0.8993658820173552, -0.899468459534536, -0.8993776044773979, -0.8990940394335809, -0.8986244140776052, -0.897975342038814, -0.897140424712016, -0.896134622858525, -0.8949645505980127, -0.893617770766269, -0.8921159424883554, -0.8904432662685445, -0.8886014422335857, -0.8866177959707271, -0.8844723009004054, -0.882195256419883, -0.8797641156562309, -0.8771818183440404, -0.8744515649761734, -0.8716084549379297, -0.8686260273714165, -0.8654746790096473, -0.8622576725044392, -0.85887932416222, -0.8553767667514288, -0.8517540341159373, -0.8480152195036808, -0.8441644569113365, -0.840205904048652, -0.8361070061611926, -0.8319451549196019, -0.8276509252132818, -0.8232280448836301, -0.8187550644118308, -0.8141616402208176, -0.8094517774213189, -0.8047043459044356, -0.7998113200665233, -0.7948515525802995, -0.789791863865536, -0.784673517919092, -0.7794265854390542, -0.7741292015973407, -0.7687485604944079, -0.7632888702355293, -0.7577543162463383, -0.752149049706929, -0.7464771771533733, -0.7407427511942772, -0.7349497622858936, -0.7290674795509609, -0.7231350406270807, -0.7171222432444274, -0.7110674739159972, -0.7049410679113435, -0.6987805831861472, -0.6925243308915869, -0.6862744947418846, -0.6798741401012516, -0.6735510173573261, -0.666994393614641, -0.6605218207696787, -0.6541325521469743, -0.6475274602976149, -0.6410118021689046, -0.6342943591419034, -0.6276720341891636, -0.620861637679393, -0.6141515602680446, -0.6075400810644461, -0.6007560879068434, -0.5938100790254773, -0.5869733437059835, -0.5799869154475723, -0.5731134208088694, -0.5661019976015145, -0.5592066543090712, -0.5521845659931492, -0.5452812048598503, -0.5382616897385697, -0.5311351628147092, -0.5241343905672212, -0.5170362484850455, -0.510065168877202, -0.5030057529079794, -0.4958662023381922, -0.48885867181732545, -0.4815787455575666, -0.474634979842529, -0.46743383400781274, -0.4603717850108128, -0.4532593473031579, -0.4461033117400274, -0.4389102476931464, -0.43186092750504945, -0.42477992398642384, -0.41767320520071854, -0.4105465164109736, -0.4034053782409525, -0.3964123352105551, -0.38925461142616774, -0.3822483557593318, -0.37524106514357086, -0.3682372735914605, -0.3611001106668734, -0.3541191530116225, -0.34715400226901144, -0.3402083696271826, -0.33328577042880975, -0.32626327967421315, -0.31939936596855517, -0.3124472701127974, -0.30565367137979427, -0.29878268780694567, -0.2919571914886021, -0.2851793112406225, -0.27845102267132904, -0.2716694402567465, -0.2649459208616952, -0.2582818556681037, -0.2515811545225416, -0.24494701203816965, -0.23838029332938046, -0.2318817574446031, -0.22527570707961372, -0.21883372341949225, -0.21238189067041072, -0.20592672631980005, -0.19955405545456512, -0.19318603480105298, -0.18690393939054192, -0.18063358796673232, -0.17445190588546838, -0.16821832270216172, -0.16207916602699118, -0.1559670612666765, -0.14995065892120826, -0.1439030586002026, -0.1379552732638237, -0.1319867826410569, -0.12612137406758092, -0.12024466430338028, -0.11447352527694755, -0.10875268161488871, -0.10303275493256343, -0.09737054820546076, -0.09176794322297754, -0.0862266441321185, -0.08070203423778687, -0.07528910074325833, -0.06985446902074947, -0.06449132695440682, -0.05920041547445459, -0.05394249812006055, -0.048760257824995115, -0.04361644848501903, -0.038514598746857864, -0.0334932972206275, -0.028483840019650732, -0.02355862879345752, -0.018684948978129466, -0.01386518429772644, -0.009101503391003154, -0.0043958694656512165, 0.00027834958657149065, 0.004861883540049916, 0.009409279724254253, 0.013890973422035657, 0.018330919167636604, 0.02270168997807533, 0.027026007293624834, 0.031278456495372114, 0.03550243402730101, 0.03962996770540449, 0.04376534817071401, 0.04778193025945365, 0.051664982112700514, 0.055605057607834164, 0.05958909733564381, 0.06326129369380461, 0.06697774554795265, 0.07072685995667684, 0.07434323176263463, 0.07798205183672964, 0.08148976014999912, 0.08487257447518592, 0.0882698132508654, 0.09154403610031886, 0.09482495443457951, 0.09810440246946688, 0.101260099261688, 0.10429803397011553, 0.10733009599675675, 0.11034954362065208, 0.11325198922766831, 0.11613746272964871, 0.1190002596115638, 0.12174827307678075, 0.1243871987691931, 0.12708248306785397, 0.12958948769632508, 0.1321439595581599, 0.13459153283575212, 0.13700509726190827, 0.13938114502790486, 0.1416547300083908, 0.14389016452262754, 0.14608460706102455, 0.14823548698475772, 0.15028907288162283, 0.15229950649175636, 0.15426475750237348, 0.15618302343073362, 0.1580102827763803, 0.15983212229545757, 0.16156439872674103, 0.16324835852295366, 0.16488298882453278, 0.1664674444545006, 0.1680010382273614, 0.16948323136065196, 0.17091362404494959, 0.17229194621951366, 0.17361804859281674, 0.17489189393999172, 0.17611354870269055, 0.17728317491098475, 0.17840102244170886, 0.17948551210474653, 0.18049968913282338, 0.18147910482606566, 0.18240634245475623, 0.18328212408003425, 0.1841072144817238, 0.18488241593254798, 0.18561927258112684, 0.1863061676242393, 0.1869530627353079, 0.1875503912336008, 0.18809929966676361, 0.18860752902885186, 0.18906820414999023, 0.1894825719649327, 0.18986092710361482, 0.1901890413936648, 0.19047999585381745, 0.19072347651914037, 0.19092908338484782, 0.19109170736148165, 0.19121396060259377, 0.19129584578900083, 0.19133723354627596, 0.191339419770163, 0.19130263388663588, 0.1912271884673002, 0.19111347205550822, 0.190961942246525, 0.19077512995216636, 0.19054989798607627, 0.19028855716848442, 0.18999177845802992, 0.18966027169621463, 0.189291396927167, 0.18889246750119773, 0.18845731451345824, 0.18798615732074983, 0.18748773373225483, 0.1869547195247612, 0.18638752432956263, 0.18579132791591285, 0.18516226416241585, 0.1845058748477954, 0.18381806949265075, 0.18309950405303071, 0.18235616216286643, 0.18157830715925952, 0.1807773495182862, 0.1799487845179443, 0.17909341588795444, 0.1782064276918368, 0.17729989559708043, 0.17636335864772407, 0.17540334281630823, 0.1744207381995164, 0.17341062107247368, 0.1723796657426512, 0.17132293342946825, 0.17024715371353213, 0.1691473804964738, 0.16802451750258812, 0.1668794817650282, 0.1657015504477963, 0.16453821988863254, 0.16332062861265034, 0.1621077352012611, 0.1608428030958829, 0.15958434093549564, 0.15833289740452966, 0.15703259146866394, 0.15574094836843316, 0.15440281848069043, 0.15301984886862321, 0.15170301403604566, 0.15028871557507897, 0.14888745095650474, 0.14749944046767363, 0.1460722544549828, 0.14465968243525779, 0.1432103281998116, 0.141725948348349, 0.140258620087059, 0.1388083259501941, 0.13727679009336818, 0.13581304341991346, 0.13427151160906003, 0.13275024766353424, 0.1312024630579994, 0.12967578313843717, 0.1281246398739721, 0.12655067092399666, 0.12499948801310827, 0.12338404806739363, 0.12183591850563454, 0.12022663680518096, 0.11864240976897805, 0.11704203805880747, 0.1154269693091799, 0.11379862080357303, 0.11215837702940355, 0.11054565542386817, 0.10892239083772239, 0.10728986119740697, 0.10564930786549646, 0.10400193439619564, 0.10234890553250231, 0.10069134643158686, 0.0990639318103122, 0.09739989903266216, 0.09576682619097043, 0.09410035670984494, 0.09243438839823062, 0.09080033478941807, 0.08913738056810802, 0.08747746487689013, 0.08582135302706007, 0.08416977224015067, 0.08249579483994321, 0.08085586821692747, 0.07919592589517778, 0.07754414232656519, 0.07590104034018284, 0.07426710987076594, 0.0726184620000263, 0.07098090422137063, 0.06933149646062998, 0.06769489658569981, 0.0660713885194357, 0.06443941886688877, 0.06282199267349349, 0.061198439787646754, 0.05959069900578358, 0.057978958056027194, 0.056384124062557314, 0.05478721654053924, 0.05318956817883136, 0.05161059238622231, 0.050032498843655474, 0.04845645158218214, 0.04688355462065892, 0.04533134211140481, 0.04376742446281073, 0.042225330014893724, 0.040689465706407774, 0.03914572531938574, 0.03762516462877742, 0.03611320152619243, 0.034596660999656234, 0.03310426720852527, 0.031609219630967585, 0.03012591938962367, 0.028654858768561324, 0.027184290619213358, 0.02572745381790832, 0.02428470377216997, 0.022845084420010413, 0.021420747017680118, 0.020001233290071377, 0.018587594717896203, 0.01719094910773775, 0.01580154470732649, 0.014420260103569657, 0.01305725086235103, 0.011694352173781068, 0.010350701306616656, 0.009009040447027428, 0.007687409111557827, 0.006369420685393337, 0.005064173589022195, 0.003772129476645459, 0.0024937072128019553, 0.0012220388059871734, -3.4878493202220045e-05, -0.001283595502909344, -0.002516629970240834, -0.0037402262652445504, -0.004953649235343366, -0.0061562205950245015, -0.0073296237357680745, -0.008492023925419402, -0.0096761937038762, -0.010824748260514779, -0.011991484812626897, -0.013122510580333672, -0.014219400331637332, -0.015331256645863241, -0.016409012944741275, -0.01749888922210546, -0.01855486171020729, -0.019620398117541116, -0.02065236832719456, -0.02165226918892136, -0.022697762770883166, -0.023672286166102025, -0.024688008589440473, -0.02563578727804782, -0.026620729615760157, -0.02757301299817285, -0.02849413939901672, -0.02941574156672377, -0.030336175303237588, -0.03122569662987416, -0.03211299441783745, -0.03299665871534759, -0.033849970354358334, -0.03469888545521699, -0.035518527990165735, -0.03635598639570703, -0.0371416128067758, -0.037942958754605585, -0.03873623583907893, -0.039500836178122514, -0.040257171884590555, -0.0409861243569663, -0.04172435342634622, -0.04243515995619579, -0.04313624773652698, -0.04382703523761628, -0.04450699605201822, -0.04517565655083948, -0.045818588606063686, -0.04646398003864402, -0.047084000811721295, -0.047704736605166775, -0.048300569437227964, -0.04888417105795069, -0.049466288353654075, -0.05002436067585091, -0.050569667423875156, -0.05111173597569886, -0.051640005619483266, -0.052145623989891754, -0.05264663989960042, -0.053133845584915934, -0.05360728455805629, -0.05407438029130057, -0.05452015342159003, -0.0549591055015809, -0.0553840191956428, -0.05580112500122014, -0.056198146170064835, -0.05658713343873823, -0.05696744757064721, -0.05733355870253959, -0.05768572296388492, -0.05802864948102383, -0.05835767366051264, -0.05867706666910955, -0.05898269483971896, -0.05927841807990264, -0.05956393090141707, -0.059835832663477584, -0.060097423725944135, -0.06034849912424314, -0.06058630649767916, -0.06081363742923379, -0.06103036996263632, -0.06123641225772122, -0.06143170064235347, -0.06161619770420798, -0.06178823983271425, -0.061951273261512285, -0.06210353689191455, -0.062245080484697735, -0.06237597138466705, -0.062496292988708436, -0.06260614328798482, -0.06270644640834085, -0.0627963117826224, -0.06287588679876953, -0.06294585118604401, -0.06300567004036997, -0.06305587753027692, -0.06309615130643141, -0.06312688954021178, -0.06314796100410558, -0.06315963717884314, -0.06316194148352386, -0.06315491737095565, -0.06313862672980722, -0.06311334645121656, -0.06307882917566489, -0.06303532367467235, -0.06298330431676159, -0.06292224276086694, -0.06285214170100334, -0.06277399892974338, -0.06268704861998046, -0.06259190765292649, -0.06248815766789549, -0.06237651308177385, -0.06225650662636932, -0.062128247690522595, -0.061991858930687364, -0.0618459913624785, -0.06169524101383686, -0.06154003283000831, -0.06137269340942178, -0.06119302749214839, -0.06101776361619787, -0.06082200715312186, -0.0606314182380692, -0.06042903999126675, -0.06021482885619473, -0.05999787778712051, -0.05976933095685203, -0.05953851268568838, -0.05930573402521243, -0.05906186895714942, -0.058807015092531015, -0.05855081236207368, -0.058283981348593646, -0.058016256649213616, -0.05773828821535174, -0.057459867398618414, -0.05717160455103756, -0.056883313710263644, -0.05658559373878895, -0.05627866755715502, -0.05596277456219094, -0.05564770207346219, -0.05533361749401587, -0.05500174248587424, -0.05467130267396423, -0.054342436029449534, -0.05399662156756611, -0.05365282532401519, -0.053301951650983614, -0.0529442825436251, -0.052589175533060195, -0.052218706807917264, -0.05185123337136052, -0.051486818152074246, -0.05110796762702126, -0.05072389470490701, -0.05034348807221513, -0.04994973895743622, -0.04956004525500017, -0.04916607845015436, -0.048768110404404326, -0.04836641001867802, -0.04796124271710001, -0.04755286998106716, -0.047141548932101734, -0.04671977060862885, -0.04630340477900699, -0.04588483307821879, -0.04546429178619051, -0.04503465447044832, -0.04460370787806807, -0.044178820793379245, -0.04374580230569745, -0.04330516909384526, -0.04287110869000763, -0.042430032845614585, -0.04198906857973948, -0.041548393414602786, -0.04110175640641506, -0.04065594951398566, -0.040204914707690276, -0.03975521917552677, -0.03930700168460555, -0.0388544909299056, -0.03840391863048129, -0.03794970143216418, -0.0374922516515275, -0.037037466992034654, -0.036580041638463096, -0.03612565328230752, -0.03566917850296558, -0.03521097853865865, -0.034751403599939765, -0.03429569762464742, -0.033834281758502324, -0.03337718803193057, -0.032919818390984, -0.03246246842055779, -0.03200542237039397, -0.03154460988234634, -0.031089069489736696, -0.030634617201814377, -0.030177417417836205, -0.029721948467740924, -0.029268424769420532, -0.028817050143525414, -0.028364286729824908, -0.02791421501359785, -0.0274670044562861, -0.027019329901832947, -0.026571581080781, -0.02612745694887613, -0.025687081494764803, -0.02524422759069608, -0.024805645430221075, -0.02436840471116723, -0.023932807641079176, -0.023499141535071016, -0.023067679032655438, -0.022641411395759554, -0.022215047482559706, -0.021791620847430332, -0.021371348203575682, -0.020951969344342958, -0.020536267703138017, -0.020124417799118357, -0.019714308955510403, -0.019308487116851344, -0.018904936301606678, -0.018503958142201255, -0.018105836915604235, -0.017716771053595325, -0.017326901665735774, -0.016929339138028254, -0.01656151794081098, -0.016168622247472952, -0.015804588319545555, -0.015417727109807171, -0.015058818249444187, -0.014694771184704282, -0.014326591605727574, -0.013984514694495423, -0.013624155730791412, -0.013275255423194595, -0.012937344026502911, -0.012597095374852615, -0.012267777868841652, -0.011936883975807389, -0.011605168031928455, -0.011284598903683971, -0.01096382764912333, -0.01065400994498589, -0.010354676768292336, -0.010045792796963379, -0.009747871288039308, -0.009460429460707576, -0.009165447329795887, -0.008889761293921477, -0.00860751451406422, -0.008335765789210563, -0.008066488032629219, -0.007800080562327438, -0.007543888609937093, -0.007290728116012908, -0.007040930034203275, -0.006800983795682973, -0.006564480320109538, -0.0063316891677056095, -0.006102855117238138, -0.005878198779835915, -0.0056629320968066095, -0.00544698308781909, -0.005240334470764573, -0.0050381215333348515, -0.00484047431317854, -0.004647503613229441, -0.004459301851336744, -0.004275943930995499, -0.004100974716338243, -0.003927299477628036, -0.003758602444951606, -0.0035948972845966255, -0.0034361845837769414, -0.003282452723114602, -0.00313367873359305, -0.0029898291349103687, -0.0028508607526011756, -0.002714508311167249, -0.0025852528315105064, -0.0024587071125955736, -0.002335117182472847, -0.002218247231704671, -0.0021043355477868143, -0.0019951435298072038, -0.0018905513544923733, -0.001789028572380607, -0.0016920222109698066, -0.001599394657194503, -0.0015098342342713127, -0.0014234156508335413, -0.0013412274687383114, -0.0012631118942182358, -0.0011880046681479477, -0.001115926561636486, -0.0010476780665736758, -0.000982350902724934, -0.0009199321031954432, -0.000860396912502101, -0.0008043109607229243, -0.000750943851840393, -0.0007002489676630605, -0.0006526544161186763, -0.0006070985883248938, -0.0005644486026139588, -0.0005237720819361881, -0.00048544006020484037, -0.00044969940455123243, -0.0004157880417088782, -0.00038397551815010957, -0.0003541757503212743, -0.00032606772869679494, -0.0003000520882889839, -0.00027559043463050214, -0.0002526471207518493, -0.00023150865965121227, -0.00021159212880222475, -0.00019330188636482396, -0.00017614023254776005, -0.00016031773894071587, -0.00014564695235631242, -0.00013216709626949106, -0.00011971395354114953, -0.00010823489833992588, -9.76769797386204e-05, -8.79873700487735e-05, -7.911376205845772e-05, -7.100471652062647e-05, -6.360996173950743e-05, -5.6841679457056746e-05, -5.073483804903793e-05, -4.516953751562743e-05, -4.011276848159961e-05, -3.5555701202019294e-05, -3.145713104084647e-05, -2.775935500914055e-05, -2.4432684194470213e-05, -2.1462870768322345e-05, -1.8803997977755596e-05, -1.6385610400344344e-05], 'MSE': 20382.982720814096, 'R_2': 0.8521540178508681, 'U_norm': [-174.518999620285, -30.862099898688406, 0.11767884897828045, 0.02711362034835429, 0.016025698827627506, 0.030188016095267105, 13.993593414199477, 71.79370336454707, 82.90925628270163, 49.64793434085929, -0.24830159739045507, -0.10018354812313485, -0.11746101684156315, -0.12160357396471516, -0.11889011255142058, -0.11330101546610453, -0.09963295567112032, -0.0862083594533744, -4.219050141384726, -7.26462057319698, 0.07291500529618579, -0.027870738023075475, -0.013341043148500601, -0.002782684428504903, 0.004962210716979276, 0.010818065205654159, 0.015626598647145183, 0.01761020510276522, 0.01896184573692476, 0.020401136823921022, 0.020310224605438194, 0.019798834996922417, 0.01921447335634015, 0.016371949998288424, 0.016731582362822385, 0.015718636632245157, 0.014451208439472781, 0.01314044284683365, 0.011853177194191655, 0.010728892785391256, 0.009622742465523892, 0.008523737341688362, 0.007486922091916776, 0.006570090640869739, 0.005729182176363931, 0.0049742481169786626, 0.004301817939316438, 0.0036956039881898737, 0.0031460242643868877, 0.002669367958070723, 0.0022540895316182064, 0.0018915756587711133, 0.0015761296053325852, 0.0013021524714809576, 0.001064086217795161, 0.0008576643819262366, 0.0006780610881195354, 0.0005208972959085034, 0.00038389760823933104, 0.00026254061150482883, 0.00015493177859939456, 5.9024898157088446e-05, -2.6803003324827986e-05, -0.00010380008483821369, -0.00017289290986140433, -0.000234741619049894, -0.0002897945778691012, -0.0003383404346646417, -0.0003805559683138904, -0.000416548545658797, -0.0004463924341439797, -0.00047015860088627247, -0.0004879379673514761, -0.0004998583693419714, -0.0005060956915586029, -0.0005068798051606542, -0.0005024960387704194, -0.0004932829651832604, -0.00047962729190528146, -0.0004619566155685305, -0.00044073074315164283, -0.0004164322076162661, -0.00038955651949033, -0.00036060260431567624, -0.00033006378444187996, -0.00029841957475219627, -0.00026612847945916933, -0.0002336219031958611, -0.00020129922672516127, -0.00016952404537274403, -0.00013862152685747896, -0.00010887681475821934, -8.053438154932174e-05, -5.3798222232364695e-05, -2.883277252575183e-05, -5.764434393915662e-06, 1.53164059103671e-05, 3.4352975555711204e-05, 5.1319429535251213e-05, 6.621797281217824e-05, 7.907587059088833e-05, 8.994241629274909e-05, 9.888591657107895e-05, 0.00010599074214850273, 0.00011135448435350443, 0.00011508524920306301, 0.00011729911312602792, 0.00011811775915535904, 0.00011766630667207061, 0.00011607134316497406, 0.00011345916240415425, 0.00010995420902105032, 0.00010567772690614019, 0.00010074660605783535, 9.52724201840885e-05, 8.93606463892042e-05, 8.31100560086807e-05, 7.661226559223018e-05, 6.99514356347883e-05, 6.320410442683971e-05, 5.643914408715615e-05, 4.971782518148599e-05, 4.309397641163978e-05, 3.661422548642744e-05, 3.0318308361837194e-05, 2.4239433408018133e-05, 1.8404689009033234e-05, 1.2835482564351742e-05, 7.548000525073259e-06, 2.553679527638667e-06, -2.1403202022994705e-06, -6.530647107943764e-06, -1.0617302678272217e-05, -1.440320388354126e-05, -1.789376779753926e-05, -2.109652209837042e-05, -2.4020743641889973e-05, -2.66771267566686e-05, -2.90774818837543e-05, -3.123446438515636e-05, -3.3161332901701915e-05, -3.487173553733429e-05, -3.637952243962659e-05, -3.7698582289971595e-05, -3.884270054637916e-05, -3.982543698995457e-05, -4.06600206966347e-05, -4.135926023336249e-05, -4.1935467788932926e-05, -4.240039634305597e-05]}, 'iteration_36': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24544.8202389071, -4636.0749003693, 7.615802770527042, -1.0984879509313068, -5.38656081969932, -8.459912261650905, 2386.33123655943, 10257.920368075955, 11618.255800003077, 6801.589540093597, 24.453666388133392, -27.34712625626965, -27.447052262312997, -25.806697260373756, -23.269338553755663, -20.6304849569754, -17.137000925372, -13.960301700922313, -709.1846840184865, -973.5848297608425, 30.91578431035326, -4.255283134378128, -1.6317735819700094, 0.11673953540985609, 1.481203941298016, 2.5649260939829652, 3.449502784410669, 3.8727084809874115, 4.0945788329648725, 4.246506341883202, 4.094475573492539, 3.775380373890295, 3.390323864085559, 3.188967672420847, 2.614421756494252, 2.252515334425121, 1.8894349610471461, 1.5670371559108551, 1.29670973997866, 1.0946456490095344, 0.933948425057471, 0.8050401425743294, 0.7076246521500954, 0.6408601994718222, 0.5910546349526639, 0.5535392095368423, 0.5231224679273633, 0.49392955842969294, 0.46290856801016605, 0.43155985390443846, 0.39824706066813137, 0.3625598776562475, 0.32491909473028596, 0.2860216300062083, 0.2466887017417893, 0.207783534419633, 0.17009254488642525, 0.13427606890102742, 0.10087365040388485, 0.07026664413479364, 0.04268986238690107, 0.018245824145938463, -0.003075181412273917, -0.02137234717186034, -0.03681132465052792, -0.049602653366634615, -0.05998276924835373, -0.06819821242803427, -0.07449325213942674, -0.07910084466749806, -0.08223663061148058, -0.08409554825286289, -0.08485057552618216, -0.08465310069703001, -0.0836344465611001, -0.08190812328889198, -0.07957245027068921, -0.07671325923602178, -0.07340646244564741, -0.0697203371218774, -0.06571743617708888, -0.06145608536263973, -0.056991466210295834, -0.05237631393022673, -0.047661279475579764, -0.04289501665724761, -0.038124060077246814, -0.03339255872572299, -0.028741925409730928, -0.02421045456195701, -0.019832951881824382, -0.015640409537447053, -0.01165975088810993, -0.007913659886240041, -0.004420502154659583, -0.0011943382014846695, 0.0017549761870661097, 0.004421611337722059, 0.006803518519425648, 0.008902131364302634, 0.01072202765051786, 0.012270564804741837, 0.013557501673382275, 0.014594617732015978, 0.015395339361384649, 0.015974381054910253, 0.016347407748693078, 0.016530722884026496, 0.016540985299704266, 0.01639495673867119, 0.016109280516898177, 0.015700291058325294, 0.015183853034838744, 0.01457522853433529, 0.013888970104132784, 0.013138837452205333, 0.012337735396447566, 0.011497670722424526, 0.010629725669525431, 0.00974404591011031, 0.008849841069772754, 0.007955395922785793, 0.00706809062528217, 0.006194428437802076, 0.005340069617495353, 0.004509870270525048, 0.0037079251204896304, 0.002937613237386372, 0.0022016459080915845, 0.0015021158686844473, 0.0008405472298560574, 0.00021794547877298105, -0.0003651529655793774, -0.0009086321289457987, -0.0014127491611776917, -0.0018780887028756427, -0.002305519156752922, -0.002696151176567807, -0.003051298465669589, -0.0033724410757603003, -0.0036611912446649136, -0.003919261810264167, -0.004148437174945686, -0.004350546784759501, -0.004527441026740078, -0.004680969498786103, -0.004812961531316122, -0.004925208946022302, -0.005019450965926961, -0.005097361304514252], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [139.07140934404535, 8826.10973494879, 3128.6906277635926, 694.7867342972391, -133.0311160024665, -359.90112287894414, -377.914002247408, -330.8534422211358, -270.0223577273706, -212.6273768938917, -163.49195103066586, -123.04581838032264, -90.55122239051134, -64.56161938230592, -44.13097489931325, -28.079046790412153, -15.587480125430746, -6.026563203569408, 1.2687664584908545, 6.760261028729862, 10.826033899920867, 13.756877651016184, 15.838875480107511, 17.24018949375112, 18.136313261963217, 18.641112226368925, 18.852598615298316, 18.847031451849816, 18.68198341891816, 18.402886204035873, 18.04245055733287, 17.628706243810118, 17.17904046728495, 16.710489486184628, 16.231357022066902, 15.749521872205879, 15.270703702473334, 14.798973807032212, 14.337157673578794, 13.885075780740284, 13.448176830383524, 13.023109858668441, 12.612271093306289, 12.214033032238477, 11.830130842201836, 11.458783947194068, 11.099879053294345, 10.753222382809406, 10.419844381024562, 10.096820814426374, 9.785186448242495, 9.48460340929732, 9.193693432044167, 8.913240293577864, 8.642878276431253, 8.380494354825595, 8.124348060402262, 7.882439539626865, 7.645457067638196, 7.4206995318152975, 7.193869597197224, 6.985246143735385, 6.7748958621509425, 6.57533869434285, 6.38034587785514, 6.195158132208452, 6.014156895353214, 5.837409467644654, 5.66495756495462, 5.496820046940237, 5.336989963414014, 5.1810593453956875, 5.029023501010328, 4.884305535446445, 4.73981996716928, 4.602261903689465, 4.468158767197617, 4.337471222872927, 4.210151750669251, 4.086145899426239, 3.9653934290897777, 3.850173744657263, 3.7356216793928474, 3.6241229794823138, 3.5156033163686993, 3.4119351101481454, 3.3090578877746375, 3.2089340701900038, 3.1114860058640144, 3.016636400340094, 2.9227520985025603, 2.8329371611476084, 2.7440648398599072, 2.6589736084586826, 2.573488198717417, 2.491624970767726, 2.4119432128614338, 2.3332188743892908, 2.2555231473718997, 2.1810305579810185, 2.1075041509564127, 2.0349973054461024, 1.964488369247196, 1.8959017263607918, 1.8283049977165893, 1.762557659324177, 1.6977957461426454, 1.6340455907663736, 1.5720604101061406, 1.5110675157408013, 1.4510831274624885, 1.3927692284855056, 1.3354347395013773, 1.2790885683246727, 1.2237367129207257, 1.169937877192773, 1.1165611746107555, 1.0646968293276826, 1.013294793334674, 0.9633601942031058, 0.9139179969572904, 0.8658954450210414, 0.8183870527611875, 0.771841006653968, 0.726247097583589, 0.6812168126063353, 0.6371445552994612, 0.594016573272132, 0.5514822486437168, 0.5098889895186075, 0.469220734821201, 0.4288613929941323, 0.3897284279061221, 0.3509371286406355, 0.31306748532759365, 0.275842671302091, 0.2392724732631842, 0.20336481623440014, 0.1681259064973976, 0.13378050766213126, 0.09988305861522391, 0.06666427639721337, 0.03412475022845513, 0.002075777894457895, -0.029281440063736952, -0.05995021132303964, -0.0899346574467706, -0.11940010081160873, -0.14833312518926117, -0.17672225610712228, -0.20441577968857155, -0.23155921009145822, -0.2581455750831481, -0.2841693905602931, -0.3091445866173795, -0.3339364461950876, -0.35883084326088055, -0.3826819375997134, -0.4055460928734561, -0.42845106545508915, -0.45039011571361004, -0.47230899971478346, -0.4941412118298556, -0.514192462776856, -0.5341849691124351, -0.5540614857980952, -0.5730551973554172, -0.5918963272823194, -0.6105374263853869, -0.6276946215815118, -0.645277534936312, -0.662033296741014, -0.6780077722979597, -0.6937562756593401, -0.7092458383832381, -0.7244464455260216, -0.7388912749531035, -0.7526228826577712, -0.7660784231153792, -0.7792349098738149, -0.7920717557934626, -0.8042327748480819, -0.8160766555987357, -0.8275876656203076, -0.8387520807096096, -0.8492889427488656, -0.8594887430842633, -0.8693415265380515, -0.878614281442997, -0.887763473296177, -0.8963469069283039, -0.9045837600758635, -0.9124698129884218, -0.9200020508517062, -0.9270279628222516, -0.9338586199503771, -0.9402024702662601, -0.9463301433020372, -0.9519923999718203, -0.957422610683799, -0.9624101737168025, -0.9671542478154047, -0.9714793805509796, -0.9755534173825324, -0.9792961761018663, -0.9826567104850394, -0.985760858852457, -0.9885515919011687, -0.9910740434506671, -0.9932525700006469, -0.9951662407527081, -0.996784516176289, -0.998115425227947, -0.9991807477137357, -0.9999664445099948, -1.0004812900161533, -1.0007357160245687, -1.000729509300072, -1.0004718005302349, -0.9999632297017271, -0.9992150160720943, -0.9982222433417516, -0.9969860099674449, -0.9955274033011807, -0.9938343857676841, -0.991933389175034, -0.9898080699392137, -0.9874618572435386, -0.9848986621143638, -0.9821537910092697, -0.9792040052872308, -0.9760201680342554, -0.972708825025004, -0.9691737131179261, -0.9654541695037955, -0.961555869611447, -0.9574846370276321, -0.9532464109688663, -0.9488472161897152, -0.9442517979315557, -0.9395483932770525, -0.9346600389803353, -0.9295915974713999, -0.9244345779408842, -0.9191093752756008, -0.9136214250652483, -0.9080640864619268, -0.9023120785620846, -0.896458994166962, -0.8904668686060008, -0.8843857448307116, -0.8781335237660406, -0.8718042983800529, -0.8653600459026939, -0.8588068072328654, -0.8521506095794443, -0.8453974459672203, -0.8385532567029907, -0.8316239127316344, -0.8246152008019697, -0.8174908210381471, -0.810299048472225, -0.8030041403281649, -0.7956535235909594, -0.788212028943129, -0.7807260987325022, -0.7731215599388064, -0.765523398882057, -0.7577415797936662, -0.7500537437724321, -0.7420828319905712, -0.7342156067117074, -0.7264517252012045, -0.7184283768139008, -0.7105170080961541, -0.7023646619516755, -0.694332273999782, -0.6860769575961929, -0.6779488573048122, -0.6699460646363095, -0.6617409220383117, -0.6533470163116825, -0.6450926471573628, -0.636665582560783, -0.6283830034863152, -0.619942989459751, -0.6116516414995715, -0.6032172790046499, -0.5949350199829504, -0.586523311289976, -0.5779938257323423, -0.5696253342225516, -0.5611512677825253, -0.5528396867614186, -0.5444338626444456, -0.5359441327637794, -0.527622805066761, -0.5189901435434919, -0.5107677619472403, -0.5022527570223615, -0.49391436079632106, -0.4855287230230193, -0.4771041963622352, -0.46864882256072526, -0.46037490087504523, -0.45207630926708525, -0.4437602651388165, -0.43543367856050574, -0.4271031513929739, -0.4189579905765475, -0.4106339811926986, -0.4024988613104416, -0.39437518177553416, -0.3862682217431382, -0.3780199325210962, -0.3699649310123684, -0.36194076480040277, -0.3539516259163735, -0.34600145130186927, -0.33794928294752824, -0.33009133058650775, -0.32214490694574444, -0.31439178002008267, -0.30656252735388695, -0.29879723246466194, -0.29109805768991576, -0.2834669766037286, -0.2757872914869962, -0.26818507511939815, -0.2606615740703961, -0.2531082242081272, -0.24564125035338696, -0.23826125884460664, -0.23096873459871345, -0.22356658408760124, -0.21635894725091664, -0.20915082579966418, -0.20194950220558464, -0.19485049750067152, -0.18776685266131526, -0.18078872687358344, -0.17383345494146743, -0.16698609653765029, -0.16009082338984418, -0.15330936273138018, -0.1465669784621085, -0.13993908960369403, -0.133285718500987, -0.1267508148053086, -0.1202017523863153, -0.11377414648963864, -0.10734241797549361, -0.1010342426198778, -0.0947888426663253, -0.08855217117801101, -0.0823860079604403, -0.07629213192337606, -0.07027212319393775, -0.06427732342998385, -0.05841052393600504, -0.052526961560633856, -0.04672739414495664, -0.041012324418433485, -0.035339145843080046, -0.02975368532604351, -0.024215565196370706, -0.018728412254154093, -0.01333348854862591, -0.007956790335630438, -0.0026758363206751496, 0.0025447028119131515, 0.007702473146159701, 0.012795357359988546, 0.017821462928621457, 0.022809402261747727, 0.027696138463281873, 0.0325400420239655, 0.03730979597662208, 0.042031075257582415, 0.04667489713900427, 0.05126558796345576, 0.05577635287203678, 0.060253384042680394, 0.06462482384208768, 0.06900126596818919, 0.07324884632699398, 0.07735230727187621, 0.08151313628178436, 0.08571746416016349, 0.0895901290082395, 0.09350697976817858, 0.09745575392586732, 0.10126236985819949, 0.10509032396391797, 0.10877821029162145, 0.11233282929852276, 0.11590070455641019, 0.11933761612377963, 0.12277984936923837, 0.1262188702247371, 0.12952657957275318, 0.13270946484387575, 0.13588487576125835, 0.1390458035982203, 0.14208309019167428, 0.145101533470176, 0.14809523200640204, 0.15096798399907574, 0.15372589629803365, 0.1565419459889192, 0.159160633721071, 0.1618283117301081, 0.16438384332563458, 0.16690342896315635, 0.16938348086548, 0.1717562975273861, 0.17408908201531417, 0.17637894092746778, 0.17862326443156337, 0.1807660592143395, 0.1828638870730566, 0.18491469629015428, 0.18691667195380068, 0.1888239267444951, 0.19072585655761348, 0.19253467824449524, 0.19429350354893624, 0.19600132886840965, 0.19765732305199543, 0.19926081709432975, 0.2008112939757781, 0.20230837870441729, 0.20375182860628366, 0.2051415239020005, 0.20647745860034705, 0.2077597317325422, 0.2089885389449648, 0.21016416446267885, 0.2113060329105277, 0.2123752475447917, 0.21340929690309274, 0.2143898357232532, 0.21531762583748396, 0.216193470991811, 0.21701821152875223, 0.21780415799491754, 0.21853894420798858, 0.2192332446641732, 0.21987680511862975, 0.2204708121204532, 0.22102364436918545, 0.22152781901838692, 0.221984621246542, 0.22240545093377787, 0.22277445244833344, 0.2231062883059464, 0.22338913808705713, 0.22363406983596007, 0.22383502129299931, 0.2239950665368696, 0.2241141952683353, 0.2241918712456051, 0.22422980553419197, 0.2242282180173003, 0.22418741311875492, 0.22410777247951613, 0.22398974790132445, 0.2238355485289442, 0.22364267872948781, 0.2234131172218994, 0.22314753249892946, 0.22284663253657175, 0.22250803903992578, 0.22213852879197674, 0.22173244930080815, 0.22128999242858796, 0.2208194189969274, 0.22031386713611548, 0.21977372312833546, 0.21920394429601134, 0.21860086091416306, 0.2179698101593679, 0.21730688378692356, 0.21661272056561157, 0.21589312445095896, 0.2151386783523329, 0.2143604580332015, 0.2135541094219472, 0.2127204241690505, 0.2118547068372387, 0.2109687537615789, 0.21005235226324903, 0.20911188867104777, 0.2081482458184434, 0.20715659695125277, 0.2061434966808661, 0.20510409472869318, 0.20404501347526885, 0.20296138720975349, 0.20185410306659834, 0.2007240627506689, 0.1995606688196149, 0.19841085524386062, 0.1972065599387055, 0.19600608436869896, 0.19475326173342, 0.19350602949639914, 0.19226497547823082, 0.19097467259164683, 0.1896921935896738, 0.18836277182720437, 0.18698798728730961, 0.1856781980686485, 0.18427067562844443, 0.18287533656596688, 0.18149244026525277, 0.18006974573443363, 0.17866086851946977, 0.177214543324109, 0.175732479363214, 0.17426667059241555, 0.1728171369586751, 0.17128561451927618, 0.16982113140612415, 0.16827804076197803, 0.16675445816977588, 0.16520352569916394, 0.16367296714361768, 0.16211710113227418, 0.16053753860886538, 0.15898005687440447, 0.15735723048632724, 0.15580123289311185, 0.1541829549589997, 0.15258905872729264, 0.15097810051277302, 0.14935151337720973, 0.14771070194780744, 0.14605703991888852, 0.14443027734970698, 0.14279202838251662, 0.14114356386616855, 0.13948611968819455, 0.13782089546771775, 0.1361490534879062, 0.13447171785510875, 0.13282399217136573, 0.13113826871208084, 0.12948299492467882, 0.12779292975668655, 0.12610241493737542, 0.12444334628240832, 0.12275397111422076, 0.12106670398764642, 0.11938231886345102, 0.11770155236978962, 0.11599697367805434, 0.11432606128472943, 0.11263372806410824, 0.11094867475656457, 0.10927143766333625, 0.10760252058495164, 0.10591750385750574, 0.1042427463877487, 0.1025547711180476, 0.10087879788587233, 0.09921512771571982, 0.09754166226451587, 0.09588198092106472, 0.09421486479547955, 0.09256283369856338, 0.0909055237118412, 0.08926442821691158, 0.08762001301702402, 0.08597362715497313, 0.08434527602571797, 0.08271661433867881, 0.08108882512615241, 0.07946303236726698, 0.07785736566285266, 0.07623830731374558, 0.07464055630928183, 0.07304796733424623, 0.0714458856967138, 0.06986653471858238, 0.06829478365546508, 0.06671691470306611, 0.06516281241239336, 0.06360456911245621, 0.0620571783700654, 0.060521157982911994, 0.058984229929252896, 0.05746022018203265, 0.05594951003531438, 0.05444062084630396, 0.05294628370007545, 0.05145552372786623, 0.049969427420259054, 0.048499683773205626, 0.04703603401395743, 0.045579392228833074, 0.0441404749462737, 0.04270009867079028, 0.04127848315303798, 0.03985736655826652, 0.038455855583984865, 0.03705657468905524, 0.03566917130594767, 0.0342941417682317, 0.03293193926403504, 0.03157524034282696, 0.030232573735672796, 0.028896941068813724, 0.027576346699747824, 0.02626410659700378, 0.024961000941276172, 0.02366775262320964, 0.022404096916034906, 0.021150510049265225, 0.01987156815616974, 0.01862922531907444, 0.01736527412927754, 0.016138081462577177, 0.014946056057824208, 0.013735824469581548, 0.012560783225672115, 0.011370534508142176, 0.01021533544295341, 0.009047634079606225, 0.007914696503739053, 0.006815003017438812, 0.005663026962480192, 0.004587209203814898, 0.0034637376074378385, 0.0024133439598827628, 0.0013195618491343732, 0.0002598333338434372, -0.0007673743140058705, -0.001797312347965455, -0.002828227763202973, -0.003826775616239733, -0.00482512625063056, -0.005821765339916377, -0.006786517275030555, -0.007748683764187663, -0.008680027197226721, -0.009634109252463718, -0.010531535283061427, -0.011449413948812836, -0.012360647653845716, -0.01324150158193377, -0.014115425867506871, -0.014960266035520815, -0.01581854063114988, -0.01664761193122016, -0.017468052663206553, -0.018279202788862806, -0.01908045951068884, -0.01987127496886166, -0.020634496675393722, -0.021403588721209992, -0.022145388766189412, -0.022891099025700478, -0.023609936406045653, -0.024317081125760042, -0.025025632167749567, -0.025708108385264803, -0.02637818436043144, -0.02704763103898852, -0.02770346382381509, -0.028334560028008087, -0.028963403312954297, -0.029578482248775628, -0.030179798047108932, -0.030776811663605793, -0.031350314593054, -0.031918893162630774, -0.03247321869995764, -0.03302143003055005, -0.03354730706557137, -0.03406671974383111, -0.034578904658528316, -0.035076402821913544, -0.035559449635142355, -0.03603448077970699, -0.03649500628673075, -0.036946966700375644, -0.03738447013931325, -0.03781299016402805, -0.03823212374367062, -0.0386368099977247, -0.03903188251510381, -0.03941704853560479, -0.039787989344759536, -0.04014895241701069, -0.04049973725726131, -0.040840176788358634, -0.04117013535409826, -0.04148950675457996, -0.041795237474338914, -0.04209338468947568, -0.04238077802778374, -0.042657410563430434, -0.042923295790500686, -0.04317846600839724, -0.04342297077956824, -0.043658845872437665, -0.043883955306807956, -0.04409840677626849, -0.04430393406616467, -0.04449883328531709, -0.04468465597701947, -0.04485995992374644, -0.045026125022229524, -0.045181947540257825, -0.04532864607400561, -0.045466166558485455, -0.04559447867186123, -0.04571357415380001, -0.045822769890498535, -0.04592356019528493, -0.04601522223506551, -0.04609733351451413, -0.04617100987557122, -0.0462361522633077, -0.046292081738605655, -0.046339584626481134, -0.04637843040824908, -0.04640890440930448, -0.04643091239334577, -0.046444666173433465, -0.04645020049740984, -0.046447567250771656, -0.04643668607005823, -0.04641808274680129, -0.04639228806195282, -0.04635800037042593, -0.04631472738624565, -0.04626690601672878, -0.046207764278428, -0.04614505836302918, -0.0460735678663059, -0.045992990512069454, -0.045906780730098726, -0.045811465584292124, -0.045710977350531874, -0.045605738002168966, -0.045491666036895057, -0.04536864184061577, -0.04524137380236666, -0.04510531385411451, -0.04496548336736591, -0.04481706176150568, -0.044665336042596634, -0.04450525249111817, -0.04434232040810143, -0.044171289236835526, -0.04399221949897198, -0.043805194640920926, -0.043616079895525225, -0.04342515638797823, -0.04322097028068432, -0.04301531494059593, -0.042808442242228815, -0.04258867755873065, -0.042368052406782916, -0.042140800904837294, -0.041907094701043736, -0.0416731168142217, -0.04142705497054575, -0.041181100432523036, -0.04093543053804293, -0.04067825572304016, -0.0404157754159325, -0.04015413271616493, -0.03988164256859032, -0.03961035841941094, -0.039334550106641296, -0.039054424707231215, -0.03877019025783467, -0.03848205509960284, -0.03819022727109307, -0.037894913948822835, -0.037590710822384535, -0.0372890904542995, -0.03698459791589527, -0.03667743210753316, -0.036362383901652265, -0.0360451618876385, -0.035731250944270224, -0.035410197589035686, -0.03508236125905314, -0.034758330094168864, -0.03442799396269837, -0.03409669911607732, -0.0337646124684546, -0.03342703506278497, -0.03308911307696278, -0.03274626921983474, -0.03240351079933361, -0.032060978712390685, -0.031714279459576694, -0.031368204958955155, -0.031018485391960424, -0.030665441833665912, -0.030313646206927624, -0.029959015357071603, -0.029605972060644296, -0.029250557235681124, -0.028893061309779734, -0.028533768028790058, -0.02817680003929465, -0.027814666368056146, -0.027455253213406767, -0.02709496924379491, -0.02673406134695667, -0.02637276854430119, -0.026007879827867838, -0.02564656829118313, -0.025285540290464665, -0.024921757577745673, -0.024558793114154726, -0.024196835590712663, -0.0238360655598686, -0.023473666838662238, -0.023112917493430852, -0.02275397195141331, -0.022394174194715167, -0.022033845213461797, -0.021675975592608244, -0.021320684383531865, -0.02096295705783564, -0.020608256114321422, -0.02025422670522349, -0.01990112434919301, -0.019549193227729134, -0.01919866625644835, -0.018851989113301687, -0.01850487069030587, -0.01815978954832675, -0.017816934876987826, -0.017474472534143595, -0.017134685464899855, -0.016797729453902763, -0.016461888165193183, -0.0161292571464493, -0.015798194921151233, -0.0154689576768415, -0.01514178792017418, -0.014821794859755407, -0.01450088121069759, -0.014173370270809747, -0.013870124486785018, -0.013545958690112127, -0.013245379728158518, -0.012925716462064005, -0.012628934686652313, -0.012327694089390304, -0.012022820609918165, -0.011739370923664746, -0.011440575364070192, -0.01115108961326345, -0.010870543372573722, -0.01058788079425926, -0.010314132311172293, -0.010038909000571604, -0.009762837442454063, -0.009495887199803692, -0.009228616268880382, -0.008970327949988026, -0.00872064648967755, -0.008462861068920337, -0.008214092834848053, -0.00797395300883643, -0.007727389221468491, -0.007496840511093319, -0.00726069157183564, -0.00703321759113987, -0.006807707097092045, -0.006584497666353058, -0.006369750967377166, -0.006157452499923592, -0.00594788322209596, -0.005746494439556932, -0.005547913786027934, -0.0053523710939882806, -0.005160075649389416, -0.004971216657068812, -0.004790181929863432, -0.004608505035859201, -0.004434588124752348, -0.004264343032073427, -0.00409788294994786, -0.00393530492990343, -0.0037766905677349702, -0.0036221067089748224, -0.0034745470520981037, -0.0033280318374666945, -0.0031856712437348246, -0.0030474803267372666, -0.002913463027937396, -0.0027836128966090175, -0.002657913801043611, -0.002536340626049174, -0.0024188599543758056, -0.00230355897206021, -0.002194229786688493, -0.002087164421989691, -0.0019825724819837005, -0.0018836422660003485, -0.0017871921678178676, -0.0016947155695505153, -0.001606113445600789, -0.0015200912290742415, -0.001437876860753958, -0.0013593559018508967, -0.001283418170686472, -0.0012101283726077966, -0.0011404113523364426, -0.001074135136475638, -0.0010103982856648245, -0.0009492196506452448, -0.0008912800884948544, -0.0008358098778919712, -0.0007827991250481666, -0.0007322278980578862, -0.0006845778657720742, -0.0006392296373260817, -0.0005961445522104777, -0.000555687478796911, -0.0005169568834560228, -0.0004806907909860279, -0.0004460971795591066, -0.0004134922693792351, -0.00038308683233756436, -0.000354233231411118, -0.0003271613860942987, -0.000301798645319208, -0.000277872319095873, -0.00025572397173079193, -0.00023489574543955909, -0.00021535768668843192, -0.00019735422318828207, -0.00018038927017796904, -0.00016480761493279535, -0.0001501855985128295, -0.00013670292127798258, -0.00012420014283203267, -0.0001127109587281467, -0.0001020956516793417, -9.230957868870838e-05, -8.330779923082843e-05, -7.504545790609225e-05, -6.747812376240975e-05, -6.0562087387177505e-05, -5.425461730243304e-05, -4.848093420579272e-05, -4.3270988180028735e-05, -3.852259866164358e-05, -3.420769356046899e-05, -3.031882607784661e-05, -2.6820915551217604e-05, -2.366478688359119e-05, -2.0825162087008408e-05, -1.828993716015798e-05, -1.6019966484527924e-05, -1.3955140150505826e-05], 'MSE': 20087.975256813945, 'R_2': 0.8542938257903552, 'U_norm': [-176.49077121882786, -33.33593102863405, 0.054761814971053646, -0.007898733164365956, -0.03873233798546594, -0.060831426955639784, 17.159035439026955, 73.76009517451084, 83.54165589323809, 48.907173560888225, 0.17583532484496864, -0.1966408943560711, -0.19735941735602577, -0.18556436175785898, -0.16731935565755052, -0.14834454541668873, -0.12322447181350157, -0.10038225538672761, -5.099428335620868, -7.000610954936588, 0.22230151056963446, -0.030597828577713274, -0.011733350463894844, 0.0008394215331654255, 0.010650671847971716, 0.018443230793305083, 0.024803824221009702, 0.027846906184781146, 0.02944227617119578, 0.03053471860741487, 0.029441533678737884, 0.027147063508581384, 0.024378295201590763, 0.022930433322355687, 0.01879913185770794, 0.016196825427336154, 0.013586077640708565, 0.011267859918438745, 0.009324056963066587, 0.007871104898082945, 0.006715603382408075, 0.005788681858009199, 0.005088210847576614, 0.0046081376741535255, 0.004250008243690573, 0.003980251679992245, 0.003761538561201044, 0.0035516254691019553, 0.0033285674686837803, 0.0031031529545261995, 0.0028636156300519506, 0.0026070051358177797, 0.0023363471826031573, 0.0020566529953657403, 0.0017738275855190542, 0.0014940780123606139, 0.001223059045997518, 0.000965518864098636, 0.0007253370846537837, 0.0005052558582054969, 0.0003069636144226771, 0.00013119752125685872, -2.211224746432261e-05, -0.00015367894319058664, -0.00026469369153740463, -0.0003566703875590224, -0.00043130913575410723, -0.0004903826954124459, -0.0005356474968126079, -0.0005687786239028107, -0.0005913266513173019, -0.0006046932926276258, -0.0006101223544199846, -0.000608702401674186, -0.0006013777175939768, -0.0005889645028008182, -0.0005721697278427935, -0.0005516105701118065, -0.0005278328805579024, -0.0005013276100010549, -0.00047254454832116374, -0.00044190308978304255, -0.0004098000199815173, -0.00037661453411225935, -0.000342710840415416, -0.0003084387865787519, -0.0002741329820114346, -0.00024011088225982735, -0.0002066702682074035, -0.00017408649790903667, -0.00014260984350663742, -0.0001124631557523785, -8.384002842277745e-05, -5.690357162494323e-05, -3.1785844298572816e-05, -8.587949238349073e-06, 1.2619245026492284e-05, 3.1793819935477626e-05, 4.8921043984328496e-05, 6.401122577734739e-05, 7.709728205993794e-05, 8.823211678065732e-05, 9.748590141812866e-05, 0.00010494333688720357, 0.00011070096625760981, 0.0001148645948384456, 0.00011754686214495375, 0.00011886499889625876, 0.00011893879131518497, 0.00011788876556205886, 0.00011583459624206206, 0.00011289373685660693, 0.00010918026313120608, 0.00010480391788072193, 9.986934193260101e-05, 9.447547516289288e-05, 8.871511031729677e-05, 8.267458279463029e-05, 7.643357999767729e-05, 7.006505489663379e-05, 6.363522977008353e-05, 5.720367670641784e-05, 5.082346309154156e-05, 4.454135094925456e-05, 3.8398040644845685e-05, 3.2428450255265365e-05, 2.6662023097628478e-05, 2.112305654563815e-05, 1.5831046244694846e-05, 1.0801040119410632e-05, 6.043997364787807e-06, 1.5671479871474844e-06, -2.6256508656677776e-06, -6.533565274910728e-06, -1.0158444289592609e-05, -1.350449179751863e-05, -1.6577952092315788e-05, -1.9386811386001424e-05, -2.1940515928945775e-05, -2.42497081077621e-05, -2.632598080006564e-05, -2.8181650253260193e-05, -2.982954730295553e-05, -3.128282667349391e-05, -3.255479366642521e-05, -3.365874790897857e-05, -3.460784329404223e-05, -3.541496400611045e-05, -3.609261601628195e-05, -3.665283424600826e-05]}, 'iteration_37': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24607.554705880146, -4905.318478930404, 6.78577365074073, 4.706860049331071, 1.336603177733966, -5.8853351988017435, 2816.770799741465, 10421.149955962172, 11569.459407385046, 6610.746394587474, -0.5304640983769285, -22.733506399151164, -24.155462296070525, -24.157941093816113, -23.056225074273257, -21.55496829288006, -18.73493953494858, -16.007956204098623, -779.2918951763074, -897.6318614407235, 5.072871933873987, -5.216268169634594, -2.212341026360114, -0.13983439331086933, 1.465003154072084, 2.7099425075257733, 3.6890286209172953, 4.1528213138525425, 4.4012831824693714, 4.549926370476981, 4.401233012557081, 4.096457510649645, 3.6871947042575997, 3.424778469439798, 2.893172982174564, 2.5276669161798986, 2.1428577330864376, 1.7912201829008112, 1.4853082762135443, 1.2422417890560253, 1.037943108411287, 0.8654773905266435, 0.7272614120151205, 0.6240881708921393, 0.5433276484179471, 0.48232893817443223, 0.43550399898743736, 0.3970111379012606, 0.3633343531113578, 0.33541496495889556, 0.3097609858569753, 0.2851373212439985, 0.2607923926133212, 0.23632793476568173, 0.21160735429027133, 0.18667718039778836, 0.16170262701852214, 0.13691688296233592, 0.11258286791941244, 0.08896572195852118, 0.06631412587306776, 0.04484858791489774, 0.02475499938407827, 0.006182000256776375, -0.010759039390385297, -0.025992355327090842, -0.03947513770820584, -0.0511943837016403, -0.06116357977859366, -0.06941941212300476, -0.07601861120857209, -0.0810349745158984, -0.08455657378808125, -0.08668313383325361, -0.08752356358231639, -0.0871936221982903, -0.08581370942940665, -0.08350677783947562, -0.08039637227161871, -0.07660480815774173, -0.07225150430575436, -0.06745148711069797, -0.062314082625232095, -0.0569418102154298, -0.05142948735018845, -0.04586354996024148, -0.0403215870028024, -0.03487208206547428, -0.02957434961218769, -0.024478648839063966, -0.019626454599551243, -0.015050862234627259, -0.01077710181508862, -0.006823136930809799, -0.003200323656371619, 8.589324907591061e-05, 0.00303526802255694, 0.005652044036688052, 0.00794426252561939, 0.009923102934974776, 0.011602265297270355, 0.012997402020456792, 0.014125603999393256, 0.01500494354913043, 0.01565407467005498, 0.016091889422068812, 0.016337227898025018, 0.016408638335482836, 0.01632418310115899, 0.016101286066485074, 0.015756616472816, 0.015306004445829045, 0.014764383434509006, 0.014145755161977209, 0.013463173005616618, 0.012728740175018833, 0.011953619525347736, 0.011148052302045443, 0.01032138356957607, 0.009482092541621788, 0.008637826353630048, 0.007795436150312453, 0.0069610146343630835, 0.006139934397968472, 0.005336886588954661, 0.004555919594920052, 0.003800477527647978, 0.0030734383818344533, 0.0023771517434642265, 0.0017134759988396142, 0.0010838149355797836, 0.0004891536832699368, -6.990609659545752e-05, -0.0005931118285020804, -0.0010805265354414718, -0.0015324963166382813, -0.0019496188640902427, -0.00233271311215575, -0.0026827900457950015, -0.0030010247911081847, -0.0032887299647752534, -0.0035473303446674075, -0.003778338860679231, -0.003983333894238873, -0.004163937878453622, -0.004321797223237377, -0.004458563560161659, -0.004575876360076117, -0.004675347027225128, -0.004758544561553761], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [137.12609832286273, 8854.658343093482, 3118.4399341467124, 680.1178615938505, -143.69633890004948, -366.5599629866737, -381.81356429898267, -332.9792909514234, -270.99527542536566, -212.82801235629037, -163.16237963495186, -122.34807961530443, -89.60041652690492, -63.439550569036484, -42.89903034163159, -26.781765516859725, -14.257898393134553, -4.688955224139693, 2.596955456725431, 8.066475120878325, 12.10137502802608, 14.995421595861488, 17.036185143657555, 18.393808106195642, 19.24427379965923, 19.702499459771268, 19.867059579887915, 19.814624514105223, 19.602801014631723, 19.277534423959487, 18.871457027770113, 18.413001615349252, 17.919424889233248, 17.408093115714628, 16.887155839787308, 16.364563714105643, 15.846093967214292, 15.335862642623246, 14.836728419387134, 14.348368669968453, 13.876585980425396, 13.41771090643453, 12.974302592519107, 12.544591313381893, 12.130445595162499, 11.729946544568808, 11.34297783576587, 10.969337975750339, 10.610144708755769, 10.262254973631263, 9.926790996877067, 9.60339500276338, 9.290589954581588, 8.98922333905692, 8.698904669581264, 8.417368530157994, 8.142754456786855, 7.8836361543760445, 7.630036217484357, 7.389762692093135, 7.147539393516557, 6.925016819928744, 6.700927415326631, 6.488614874133511, 6.2814443269927835, 6.084975546038007, 5.893238564930808, 5.706307275162645, 5.524227206473081, 5.347018486122493, 5.178876753720531, 5.015151294933586, 4.855835251691583, 4.704501249382455, 4.553736124990794, 4.410521853336099, 4.271226382717136, 4.135803148701994, 4.004196288182124, 3.8763420266585813, 3.7521699456543764, 3.63400512508847, 3.516848616008959, 3.4031403298206833, 3.292793407005415, 3.1876913350885023, 3.0837057510858883, 2.982817034261088, 2.8849340488644106, 2.7899659523813787, 2.69627173785003, 2.6069351919277692, 2.518831515814726, 2.4347604171134645, 2.3505885149193833, 2.2702622717423635, 2.19234607766108, 2.115633983657691, 2.0401916703659473, 1.9681147876137086, 1.8972229352029477, 1.827562281681665, 1.7600617270357166, 1.6946328353696405, 1.6303748724014704, 1.5680936131027525, 1.5069591066975196, 1.4469885286090527, 1.3888786745002655, 1.3318932953881997, 1.2760391060119862, 1.2219207153032006, 1.1688850133887583, 1.1169315071999202, 1.066056809685774, 1.0167630157999652, 0.9680049387214056, 0.9207696432072264, 0.8740917683421151, 0.8288752723234946, 0.7842283430122071, 0.7409796804288311, 0.6983051703951171, 0.6566004536339086, 0.6158480238680717, 0.5756936609315664, 0.5364821729955527, 0.4981934185235857, 0.46050941265639195, 0.4237313913055968, 0.38783790910129456, 0.3522796604984146, 0.31785888688401215, 0.28379138333779264, 0.2505813030047157, 0.2179802324864223, 0.18599174803317026, 0.1546179063974935, 0.12385939399760489, 0.09390756630346851, 0.06436947696673033, 0.03544218240467831, 0.007122156586522863, -0.020758570645592455, -0.04802854963451466, -0.07469414685518554, -0.10076221688742285, -0.12637955024972608, -0.15153739416154205, -0.17622854728259382, -0.20032361326677528, -0.22395157055890333, -0.24710863287371929, -0.2697921420732852, -0.29157982200094734, -0.3132281361360546, -0.33498973758589, -0.35586476945581413, -0.37590238394032904, -0.3960047486558928, -0.41528962402168895, -0.43458950409610614, -0.45384896339012937, -0.4715720220358171, -0.4892793732663461, -0.5069231337004587, -0.5238230117996354, -0.5406289267128147, -0.5573009827159164, -0.5726884172156482, -0.5885035712172496, -0.6036216103272085, -0.618080892569138, -0.6323834015088742, -0.6465008477353511, -0.6604073148378603, -0.6736745111770003, -0.6863377511503415, -0.6987988235144634, -0.7110374097313903, -0.7230351120725441, -0.7344571799397559, -0.7456385071053516, -0.7565645810911333, -0.7672225014538275, -0.7773416122215407, -0.7871983118783685, -0.7967827431646326, -0.805865480189939, -0.8148930657094385, -0.8234285553602001, -0.8316866134304812, -0.8396620743828681, -0.8473507669911838, -0.8545933734190425, -0.8617091455814943, -0.8683929158331803, -0.8749280356197574, -0.8810468866937848, -0.8869995096544777, -0.892552867639688, -0.8979261807895655, -0.9029181634100611, -0.9077195946233682, -0.9122357430389122, -0.916398757991637, -0.9203608434998272, -0.9240485529678016, -0.9275204172977343, -0.9306673159805803, -0.9335976845215694, -0.9362628770293484, -0.9386685915188807, -0.940851060475596, -0.9427774612517975, -0.9444543080567518, -0.9459067246855238, -0.9471154809121057, -0.9480875889197826, -0.9488384121290546, -0.9493602831006134, -0.9496629063368643, -0.9497451360209155, -0.94960953557067, -0.9492583896931219, -0.9487000136333441, -0.9479321423158519, -0.9469560427305943, -0.9457734859063752, -0.9444026944960193, -0.9428338517487143, -0.941050281451433, -0.9391132283021472, -0.9369678995553692, -0.9346373520458524, -0.9321254981196897, -0.9294364664503818, -0.9265745724568651, -0.9235442905167796, -0.9203209883415883, -0.9169670001682443, -0.9134279242026214, -0.909706445098699, -0.9058702694652679, -0.9018607245927776, -0.8976813115476807, -0.8934036964846177, -0.8889315292508985, -0.8843371851175504, -0.8795910344577719, -0.8747329100478771, -0.8696970318558406, -0.8645590417517992, -0.8592884010051189, -0.8538900119656665, -0.8483688534124996, -0.8427299587806046, -0.8369783959674467, -0.8311192486959494, -0.8251575993986886, -0.8190624895285882, -0.8128751890321598, -0.8065649765907875, -0.8001729509289862, -0.7936686559169543, -0.7870928498463474, -0.78038033678274, -0.7736416919101031, -0.7667082042191736, -0.7598275765239652, -0.7526620670112588, -0.7455591149649266, -0.7385203670830941, -0.7312167545418068, -0.7239862822062285, -0.7165063550715776, -0.7091081396489536, -0.7014759200275297, -0.693933522520244, -0.6864810216887806, -0.6788134561985452, -0.6709421507831602, -0.6631752537009276, -0.655219334242621, -0.6473741979322196, -0.6393542939144028, -0.6314509020705831, -0.6233864637723512, -0.6154436155637855, -0.6073528565349284, -0.5991247746090385, -0.5910288676786347, -0.5828078683327109, -0.5747224280290266, -0.5665234347974105, -0.5582206304609895, -0.5500614348026898, -0.5415752622334773, -0.5334721729964876, -0.5250602245579423, -0.5168028643412025, -0.5084791878095002, -0.5000974890999159, -0.49166583126023145, -0.48339671850514215, -0.4750849519251408, -0.4667379011165169, -0.45836268803957, -0.4499661810918183, -0.4417400090535496, -0.4333166181829125, -0.42506842052153126, -0.4168163352957897, -0.4085660491946541, -0.400156616976419, -0.39192957813921847, -0.3837198552079496, -0.37553214173697275, -0.3673708909660737, -0.35909147236183914, -0.35099890780257886, -0.3428025526160159, -0.3347935004581285, -0.3266939236891643, -0.31864892698725894, -0.3106612492084464, -0.30273343314704343, -0.2947444899517571, -0.2868258321687686, -0.2789792732335746, -0.27109188303571097, -0.2632853314617607, -0.25556076866590643, -0.24791920472075388, -0.24015426483089403, -0.23258532598002005, -0.2250081225608702, -0.21743050409112943, -0.20995333495333723, -0.2024853828333448, -0.19512205173436326, -0.18777647028126435, -0.1805388208817103, -0.17324464557645375, -0.16606528196381262, -0.15892196574972797, -0.1518949458305065, -0.14483608136032713, -0.13789835810280998, -0.13094124674098453, -0.12410907865739407, -0.11726864260783108, -0.11055599207592591, -0.10390676606380393, -0.09726363557494745, -0.0906926213169762, -0.08419587430697252, -0.07777532790067167, -0.07137929881669962, -0.06511769429173196, -0.05883621740422357, -0.05264262028903555, -0.046537661527575803, -0.04047602383227475, -0.03450686164030613, -0.0285872087440328, -0.02272111029051144, -0.016952851536612044, -0.011203469075480827, -0.005556010529480748, 2.714988395512394e-05, 0.005543349655941447, 0.010990184852129608, 0.01636549800541945, 0.021699760106559638, 0.026925436679504297, 0.03210483221003596, 0.03720434880216436, 0.04225133008529032, 0.0472146940217842, 0.05212034719045951, 0.05693956957489527, 0.06172162304342532, 0.06638968108777998, 0.07106175528802934, 0.07559486928805892, 0.07997275215239989, 0.08441028763662782, 0.08889249587632835, 0.09301947123229978, 0.09719180529472139, 0.10139625921752339, 0.10544743294367429, 0.10951928855483747, 0.1134401031210706, 0.11721720953083249, 0.12100628150776799, 0.12465414147161712, 0.12830543193409616, 0.1319509689534657, 0.1354549687306865, 0.13882444749973524, 0.14218365166474659, 0.14552506148582015, 0.14873331761495429, 0.15191915697037564, 0.15507626894403506, 0.15810325370936923, 0.1610067276043568, 0.16396873628520825, 0.16672060021835045, 0.16952127631614855, 0.17220154938114243, 0.17484142566996078, 0.17743711906918777, 0.17991786636200482, 0.18235402799587722, 0.18474257359228827, 0.18708078154712543, 0.18931043216438115, 0.19149049999813836, 0.19361886859327918, 0.19569367849679417, 0.19766750471396582, 0.199632900421591, 0.20149919182063944, 0.20331100780397687, 0.2050673642334999, 0.20676746270322627, 0.20841067912018663, 0.20999655245780086, 0.21152477374316928, 0.21299517532953902, 0.2144077204959147, 0.215762493407357, 0.21705968946194254, 0.21829960604359855, 0.21948263369405455, 0.22062834220758376, 0.22169781896925966, 0.222728686212119, 0.22370269291341066, 0.2246207308047215, 0.22548373368303004, 0.22629267164681088, 0.22705967857553222, 0.2277727513530636, 0.22844232560395453, 0.22905859477655008, 0.2296228841928707, 0.23014325112370934, 0.2306127566933445, 0.2310328214078237, 0.23141394046726377, 0.2317418908370487, 0.2320298668599898, 0.23226777988401734, 0.23246514491731116, 0.23261712546242075, 0.23272633079620786, 0.23279284998977728, 0.23281684743477654, 0.2327995461634354, 0.23274126761080247, 0.2326424187327818, 0.2325034841320352, 0.2323250184953169, 0.2321099350177987, 0.23185463309442955, 0.2315617953353875, 0.23123218867734213, 0.23086661757019203, 0.23046221858501878, 0.23002702549217247, 0.22955432375009463, 0.22904441406027728, 0.2285067664816897, 0.2279334927199428, 0.22732508339699578, 0.22668712278623865, 0.22601549951767672, 0.22531615382221898, 0.22458474868102224, 0.22382201555216003, 0.2230343227254036, 0.22221138082852226, 0.22136528751463563, 0.220491294552978, 0.21959027047535812, 0.21865717219993866, 0.21770471894747714, 0.21672193308362447, 0.21571568467060454, 0.21468691549686228, 0.21363048713384236, 0.21255339413954344, 0.21145048840652655, 0.21032880308124957, 0.20918318816692763, 0.2080145985786495, 0.20682399966173276, 0.20560026614149796, 0.20439271684321184, 0.2031298764899996, 0.20187291196075924, 0.20056303817686616, 0.199260853930022, 0.19796687030572493, 0.19662331388993773, 0.19528962916847203, 0.19390887371745677, 0.19248280430735143, 0.19112579680029673, 0.1896692564581537, 0.1882270270446778, 0.18679927669299054, 0.18533206498062113, 0.18388067984348583, 0.18239230016737695, 0.18086875768654462, 0.17936348713988506, 0.1778764148018206, 0.17630679097698507, 0.17480733447880584, 0.17322889737197394, 0.17167189115113793, 0.1700884036093442, 0.1685271348561668, 0.16694145940030736, 0.16533305215097457, 0.16374849641937955, 0.16209887185870675, 0.16051850272583676, 0.15887622175254104, 0.15725999515318026, 0.1556277616801716, 0.153980985547608, 0.15232109752988246, 0.1506494926633585, 0.14900631086799632, 0.14735273704507496, 0.1456900543111804, 0.14401950690878507, 0.14234229911836344, 0.14065959441351858, 0.1389725148441952, 0.13731632233895888, 0.13562304942978812, 0.13396143771345373, 0.13226598065444636, 0.13057114377025922, 0.12890885648180753, 0.12721722670455726, 0.12552871967687887, 0.12384408754836668, 0.12216404389829107, 0.12046116974826562, 0.11879286099540651, 0.11710408946146038, 0.11542349079688062, 0.11375157180554467, 0.11208880652145597, 0.1104108559132423, 0.10874395765966133, 0.10706473195379256, 0.10539825395795151, 0.10374479103557444, 0.10208236431461996, 0.10043438085225447, 0.09877975302950485, 0.09714081322160356, 0.09549733891840269, 0.09387062385510411, 0.0922412838172098, 0.09061064554441509, 0.0889985006547173, 0.08738666339420972, 0.08577629155778395, 0.08416848283465637, 0.08258114194027621, 0.08098111769047585, 0.079402684830905, 0.07782986788713843, 0.07624818397639274, 0.07468942784127848, 0.07313864018535553, 0.0715822735337206, 0.07004978578474937, 0.06851363736104149, 0.06698859476534269, 0.06547514792210792, 0.0639611835605068, 0.06246030500963784, 0.06097286695614193, 0.059487550860739, 0.05801687205950614, 0.05655001220483146, 0.055088026265141185, 0.05364239600409362, 0.0522030132488399, 0.050770761902771785, 0.049356161431425266, 0.04794033706679879, 0.046543148499729486, 0.04514663196053688, 0.04376954786610831, 0.04239480781922496, 0.04103187587945061, 0.039681224099398275, 0.03834328232451084, 0.0370108432943933, 0.03569226908284879, 0.03438067275332775, 0.03308390067665022, 0.03179537558511192, 0.030515850254654097, 0.029246021253394275, 0.0280052533187044, 0.026774363760905997, 0.025518556876252547, 0.024298653300064053, 0.023057483866739666, 0.021852350728004916, 0.020681683284791377, 0.019493052333275123, 0.018338889706045424, 0.017169681455506573, 0.01603478513974925, 0.014887473564361193, 0.01377417700199774, 0.012693400889753861, 0.01156107080496687, 0.01050342798453435, 0.009398743178400074, 0.008365721026363574, 0.007289813512897136, 0.0062471784255246085, 0.005236312954400955, 0.004222520548125591, 0.003207508769573584, 0.002224103208378898, 0.0012406170928713808, 0.00025852528346364466, -0.0006924400639449449, -0.0016411641971335888, -0.0025598058826351864, -0.0035012113121658086, -0.004387041348089693, -0.005293407777038998, -0.006193580870237089, -0.007064111874499942, -0.007928173332527176, -0.008763857783857729, -0.009613233852427312, -0.010434116317518796, -0.011246869030141705, -0.012050847071492926, -0.01284546104911901, -0.013630174846188123, -0.014387959641174597, -0.015152046800525815, -0.015889495085709495, -0.01663132755830249, -0.017346924761548456, -0.018051385557068308, -0.01875777639871531, -0.019438700915475893, -0.020107787106671552, -0.020776803193230612, -0.02143278654473842, -0.02206459366128033, -0.022694729867977756, -0.023311671232734723, -0.02391541347184246, -0.024515464500727335, -0.025092510828694892, -0.025665245017011826, -0.026224276491917612, -0.026777817857881702, -0.027309480111084142, -0.027835295292685625, -0.028354507871647314, -0.028859557049581912, -0.029350665875994355, -0.029834375855635493, -0.03030407599207807, -0.030765821208549853, -0.03121358727244203, -0.031652969861086025, -0.03208356355409474, -0.03250016022199903, -0.03290772539849825, -0.03330596099719822, -0.033690388946008176, -0.034065396943756064, -0.03443077687652929, -0.03478635321964767, -0.03513198111435226, -0.035467544474988705, -0.03578981305450827, -0.03610516388034831, -0.03641025055793419, -0.036705054207752774, -0.03698957600853479, -0.037263835638311635, -0.037527869784697326, -0.037783874978505605, -0.038029529169504014, -0.0382649263119883, -0.038491961376232973, -0.038708741957013904, -0.03891698059898349, -0.039115045729477084, -0.039304477824004744, -0.039483883620427304, -0.039654641644949896, -0.039816682383902194, -0.039969959781414974, -0.04011444961786262, -0.04024928097687813, -0.04037627609765243, -0.04049452341954061, -0.040603415106112914, -0.04070438974580851, -0.04079732897796236, -0.04088120277510101, -0.04095711402211309, -0.04102464931582605, -0.041084240228507984, -0.04113561229462393, -0.04117912121572871, -0.04121478235981409, -0.04124262832254937, -0.04126286929759722, -0.04127508296238176, -0.04127979983968964, -0.041277220917097526, -0.04126680687325983, -0.04125000895987577, -0.041224464430620306, -0.04119352510784047, -0.04115486180697625, -0.0411081252496056, -0.0410553384708484, -0.04099440012885809, -0.04092784683153637, -0.040856106772311204, -0.04077641881052553, -0.04068861754828316, -0.04059608803145283, -0.040495550560920704, -0.04039074006950415, -0.04027806950138893, -0.04016157633538254, -0.040037405654157414, -0.03990985399226412, -0.039774835108099704, -0.0396323684238116, -0.03948249677015844, -0.039329946379996775, -0.03917501219711076, -0.03900838327077192, -0.03883966916459572, -0.03866913705039948, -0.038487152924030765, -0.03830367077554388, -0.03811391990142184, -0.03791803832235997, -0.03772123162102623, -0.03751356189693707, -0.03730531647746767, -0.03709669174781524, -0.036877675907175694, -0.036653528233510806, -0.03642951710832078, -0.0361956414704863, -0.03596225000485058, -0.03572443484117002, -0.03548237899576456, -0.035236267367409424, -0.03498628607828437, -0.034732621860119633, -0.03447546148535805, -0.03421009317329854, -0.03394653264053015, -0.03368003354779919, -0.033410777869824985, -0.033134196885220506, -0.03285530054062467, -0.03257893019155102, -0.03229589167948858, -0.032006492851748246, -0.0317200901442855, -0.031427757590617035, -0.03113422816231431, -0.03083965986373177, -0.030539887442340003, -0.030239483942523918, -0.02993438413421092, -0.029629048182304992, -0.029323612330832267, -0.029014163582931195, -0.02870498384000612, -0.02839226376086543, -0.028076290706745412, -0.02776116240286077, -0.027443227445080754, -0.027126457118325262, -0.026807305507058187, -0.026486035621116254, -0.026162905132886344, -0.025841628666438386, -0.025515467603150262, -0.025191528270362393, -0.024866581191732434, -0.024540853035689435, -0.02421456376988893, -0.02388481496495173, -0.023558093667358716, -0.023231429357912062, -0.02290207529962233, -0.022573268927815412, -0.02224518663572066, -0.02191799759157249, -0.02158915107872102, -0.021261625185086883, -0.020935565962696547, -0.020608564607319902, -0.020280914957973618, -0.019955340629553318, -0.019631956085080556, -0.019306199891820326, -0.018983049276203458, -0.018660363630674647, -0.018338379167883306, -0.018017322049562336, -0.0176974084163409, -0.01738087542222847, -0.017063808942460033, -0.01674847566904682, -0.016435052564708622, -0.01612186600499759, -0.01581100697308357, -0.015502622347296432, -0.015195144751137637, -0.01489049625035139, -0.014587177073449167, -0.014285424774926263, -0.01398546460063135, -0.013691986196534195, -0.01339756706799209, -0.013096996741441446, -0.012818607595166107, -0.012520920547108707, -0.01224480886541121, -0.011951077541317433, -0.011678290201083324, -0.011401325087537804, -0.01112093895036056, -0.010860183349533953, -0.010585235380501488, -0.010318781075010499, -0.010060486801533642, -0.009800176475076139, -0.009548011008287526, -0.00929442347799455, -0.009039990677791977, -0.008793903819634697, -0.00854746202133508, -0.008309246581809353, -0.008078916740081453, -0.00784105713900582, -0.007611465913200935, -0.00738978974741839, -0.007162134327820664, -0.006949220752311973, -0.00673109017169043, -0.006520929434474496, -0.006312540865789871, -0.006106237553576901, -0.005907717350450072, -0.005711423064145759, -0.00551761574510193, -0.00533133941067462, -0.005147627508473739, -0.004966693989312375, -0.004788733908620372, -0.00461392383731898, -0.004446327701089822, -0.004278109064058399, -0.004117049121925308, -0.003959364333068092, -0.00380516100305077, -0.0036545305164427735, -0.0035075499586284305, -0.003364282757779595, -0.0032275055292968306, -0.003091676895358367, -0.0029596810141478435, -0.002831533273640819, -0.0027072387304495106, -0.0025867927732410785, -0.0024701817768387605, -0.0023573837444201325, -0.002248368935567146, -0.002141363276144589, -0.0020398872568382336, -0.0019405004454618232, -0.0018433980046518457, -0.0017515410710768904, -0.0016619766373628902, -0.00157609230220558, -0.0014937971325625404, -0.0014138895138822475, -0.0013375108807881515, -0.0012645558464961665, -0.0011939936589497266, -0.0011258850179721315, -0.0010610900932225748, -0.000999487032114257, -0.0009402386056945192, -0.0008833628604535325, -0.0008294933742416021, -0.0007779150836151692, -0.0007286192698733696, -0.0006815878695389795, -0.0006372693579822973, -0.0005950881478882725, -0.0005550086928917286, -0.0005173708546241378, -0.0004813363030717598, -0.0004475920472998801, -0.0004154014892238632, -0.0003850591773927002, -0.0003567616046574162, -0.0003299063300163734, -0.000304707602918615, -0.00028109806641777506, -0.000258824111780509, -0.00023820395105324889, -0.00021881154123656196, -0.00020061917091224285, -0.00018385462863209365, -0.00016805614034214297, -0.00015354494495075136, -0.00013992663979005876, -0.00012736871984731394, -0.00011572281186911037, -0.00010502042286918377, -9.513151563380325e-05, -8.601459962328225e-05, -7.762789804429151e-05, -6.992970451246756e-05, -6.28786994506435e-05, -5.643422722969936e-05, -5.055653546125063e-05, -4.517599771302924e-05, -4.0320579452966993e-05, -3.589510348088957e-05, -3.1873448685918245e-05, -2.824871436217326e-05, -2.498824011448704e-05, -2.2046221473366605e-05, -1.9399123757787592e-05, -1.703569016163385e-05, -1.4919451475197541e-05, -1.2994387198596427e-05], 'MSE': 19849.66541241646, 'R_2': 0.8560223830620431, 'U_norm': [-179.45201576073882, -35.77231868480275, 0.04948564677296232, 0.03432504910999202, 0.00974725597010474, -0.04291914728935787, 20.541463952483156, 75.99683871455434, 84.37095179640811, 48.20925038554446, -0.0038684401144375266, -0.1657854101066974, -0.1761551057174552, -0.17617318249336514, -0.16813885470801962, -0.15719085281122355, -0.13662563001023026, -0.11673894636709597, -5.683031212442157, -6.546032260089232, 0.03699421194468514, -0.03803993728665071, -0.016133624875601157, -0.001019750399917599, 0.010683620222990074, 0.019762412453562694, 0.026902454556546274, 0.030284689591157148, 0.03209661213672871, 0.033180601181389616, 0.03209624626974198, 0.029873653296751002, 0.02688908061324906, 0.02497539504516841, 0.021098631286255786, 0.01843315716257754, 0.015626913941146695, 0.013062576771029588, 0.010831696500462795, 0.009059120086201059, 0.007569260142896854, 0.006311543921437977, 0.005303595905038409, 0.00455119907758511, 0.003962248297017664, 0.003517411674978649, 0.0031759380980461017, 0.0028952266825123226, 0.002649636781885401, 0.002446033029190355, 0.0022589499030062085, 0.0020793804048163224, 0.0019018436048968078, 0.0017234351312501572, 0.001543158868528778, 0.0013613541336924971, 0.00117922575888236, 0.0009984742869797282, 0.0008210170750300467, 0.000648787672318009, 0.0004835995979108699, 0.0003270609209873236, 0.00018052726460330358, 4.508259438093754e-05, -7.84609169554125e-05, -0.00018955075437468164, -0.0002878747246055109, -0.00037333800374292304, -0.00044603894265807, -0.0005062450774689075, -0.0005543701184356354, -0.0005909522379532974, -0.0006166337043016685, -0.0006321417664111979, -0.000638270648958742, -0.0006358645323350443, -0.0006258014386668635, -0.0006089780066361984, -0.0005862951941561769, -0.0005586449935875396, -0.0005268982734930212, -0.0004918938705104996, -0.0004544290512013785, -0.0004152514439714958, -0.00037505251069613074, -0.00033446259039879317, -0.0002940475050369737, -0.0002543066751337103, -0.00021567265484740417, -0.0001785119622722863, -0.0001431270551756403, -0.00010975928324546765, -7.85926382321212e-05, -4.975812065360456e-05, -2.3338545340526296e-05, 6.263814861388141e-07, 2.213486758567678e-05, 4.121785799829055e-05, 5.793399388904893e-05, 7.236480201167699e-05, 8.461019064557896e-05, 9.478430588092223e-05, 0.0001030117840568429, 0.00010942441857597979, 0.0001141582448149235, 0.00011735103421304667, 0.00011914017923701317, 0.00011966094398187826, 0.00011904504930148005, 0.00011741955978586525, 0.00011490603684160578, 0.00011161992257566781, 0.00010767012002838239, 0.00010315873757533893, 9.818096772598654e-05, 9.282507383620705e-05, 8.717246167283702e-05, 8.129781611051977e-05, 7.526928657228999e-05, 6.914870821428237e-05, 6.299184821398541e-05, 5.684866894041385e-05, 5.0763601780308556e-05, 4.47758266728897e-05, 3.8919554084970286e-05, 3.3224307117232096e-05, 2.7715202154029923e-05, 2.2413227138120426e-05, 1.7335516561175205e-05, 1.249562281277538e-05, 7.903783095315522e-06, 3.567181523266292e-06, -5.097942521294937e-07, -4.325302309327084e-06, -7.879802247136939e-06, -1.1175818014169916e-05, -1.4217708313884343e-05, -1.701144527244822e-05, -1.9564401556149593e-05, -2.188514684003226e-05, -2.3983253457144108e-05, -2.586911168250653e-05, -2.7553754644869335e-05, -2.904869278207594e-05, -3.0365757781387422e-05, -3.151695618231367e-05, -3.251433260360473e-05, -3.336984298124315e-05, -3.409523857386943e-05, -3.470196140431909e-05]}, 'iteration_38': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24673.82114053734, -5155.771096934408, 1.0314189239202631, 6.247278736313448, 5.111245563649339, 5.992243752400327, 3249.3317881456687, 10588.829801833332, 11516.866284194766, 6396.285820504632, -44.38638148556148, -11.614686763851727, -14.0289800767839, -15.79538958047236, -16.55621763372894, -16.848857948471437, -15.561549302233423, -13.724543895729104, -863.199115216534, -842.7875733287099, -0.8112484684946953, -4.727981086206412, -1.7875685632242198, 0.334951248360542, 1.9536008406967635, 3.1651868648935024, 4.062754971551169, 4.409208587981676, 4.551845325135841, 4.584977552841581, 4.347817282462113, 4.047245611715564, 3.6379684905857066, 3.24979453411283, 2.8448088851125113, 2.466185632124705, 2.1255109376080794, 1.8170471848846965, 1.5490086374435583, 1.3338860351809518, 1.1470934161553386, 0.9818074026582573, 0.8419508814945261, 0.7296679912545424, 0.634025697563105, 0.5552870370744847, 0.48946898001180694, 0.432197664957969, 0.3816780406915118, 0.33900728809997777, 0.30129162689456257, 0.26744201316299393, 0.2365926003712861, 0.2080699814067161, 0.1813665265424711, 0.1561167092010294, 0.13207549666477275, 0.10909817592593257, 0.08712128718949393, 0.06614459297070371, 0.0462141927534057, 0.027406997477911955, 0.009816811996352029, -0.0064577473679904756, -0.021323333035981128, -0.034699858374558426, -0.04652640506393494, -0.05676513388972529, -0.06540336045980322, -0.0724540144995309, -0.0779547396357958, -0.08196591087369931, -0.0845678498322234, -0.08585750621019773, -0.08594485082068277, -0.08494919401477642, -0.08299560711097224, -0.08021158573907249, -0.07672405636560796, -0.07265679147622849, -0.06812826737660808, -0.06324997160034637, -0.058125145555928195, -0.05284793170573923, -0.047502883431941346, -0.04216478880837577, -0.03689875639100594, -0.031760511142199424, -0.02679685101869235, -0.022046218940539583, -0.017539350179144417, -0.013299961263882188, -0.009345452475633944, -0.005687602176343608, -0.0023332365729323242, 0.0007151365340615184, 0.003458737320792334, 0.005901970784587622, 0.008051932141227099, 0.009917960101660498, 0.011511235880726436, 0.012844424904128791, 0.013931357683535175, 0.014786746101972432, 0.015425931505364462, 0.015864661187847094, 0.01611889021216876, 0.016204606049426713, 0.016137673816390776, 0.015933700393834013, 0.015607915922393184, 0.015175071446385477, 0.014649351630909534, 0.01404430163095794, 0.013372767306536974, 0.012646848006752757, 0.011877861146364018, 0.011076317879811866, 0.01025190907438906, 0.009413500845707795, 0.008569138819741223, 0.00772606028457444, 0.006890713318338364, 0.0060687819565780786, 0.005265216503426041, 0.004484268065625257, 0.00372952646410395, 0.0030039606831548933, 0.002309961079767715, 0.0016493826447455077, 0.0010235886264746072, 0.00043349395190711635, -0.00012039206106485107, -0.00063792413841207, -0.0011192809428707193, -0.0015649267238049792, -0.001975574877015018, -0.0023521535723668645, -0.002695773511873544, -0.0030076978308720436, -0.0032893141209870873, -0.003542108496148285, -0.003767641608971814, -0.003967526480226133, -0.004143408047984638, -0.004296944292979207, -0.0044297888969053924, -0.0045435753554608944, -0.004639902569195668, -0.0047203219612483496], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [135.80236692849147, 8882.560052266726, 3109.628196451591, 667.3578714625696, -152.75938402374624, -372.1132282309086, -385.05815567580277, -334.79218888575565, -271.8950354064065, -213.11845496426446, -163.03404491252073, -121.93084309962681, -88.98974173049697, -62.70576718222887, -42.095845207552834, -25.948353107769023, -13.422608640709793, -3.871259025596817, 3.384371241968632, 8.816041244846971, 12.809323623760319, 15.660990358203039, 17.659897155043065, 18.97792881535083, 19.791262735363684, 20.215434343258305, 20.34911595987036, 20.26890678904482, 20.03210001125093, 19.684575455151073, 19.258591148990593, 18.782436228233, 18.27301732921338, 17.747549310931507, 17.213887630463073, 16.679797605261513, 16.15088973743069, 15.631131872602554, 15.123252102284692, 14.626777087461665, 14.147485429940495, 13.681550370001965, 13.231490881578276, 12.795444319860023, 12.375251636092411, 11.968919857507178, 11.576292604564303, 11.197133323679163, 10.832550130998323, 10.479330989637917, 10.13859704787753, 9.809971088523815, 9.491940862638758, 9.185359691100475, 8.88982575435454, 8.603028794660553, 8.32306742884548, 8.058686925372395, 7.799712803788139, 7.554124271287334, 7.306303979346655, 7.0784113880675825, 6.848676575349311, 6.630779960304623, 6.417925175210559, 6.215837743549797, 6.018391040541481, 5.825666221810065, 5.6377166334060185, 5.454570703774559, 5.2805815244193095, 5.11095377250996, 4.945689590632611, 4.78851201123515, 4.631732059038324, 4.482620678989806, 4.337413757133051, 4.196073841878081, 4.058554096153298, 3.924799634549581, 3.7947487446074115, 3.670852821944932, 3.5478823004219158, 3.428405988536939, 3.3123446347763235, 3.20169407913184, 3.0921194345078, 2.985715916710715, 2.882398511161111, 2.7820820927744125, 2.6830419384056454, 2.5885479363153228, 2.495304864272555, 2.4062849884523168, 2.3171197607728438, 2.2319974914441727, 2.149405738837064, 2.068073402060617, 1.9880768567936573, 1.911645149727734, 1.8364725891621247, 1.7626143101515832, 1.691060946549435, 1.6217237714369277, 1.5536532275579287, 1.4877074711192022, 1.4230119318067844, 1.3595893455065913, 1.2981800567029624, 1.238009058447137, 1.1790870181806061, 1.1220540043672302, 1.0662235889673104, 1.0115977927758746, 0.9581752425235207, 0.9064838919085676, 0.8554292065195136, 0.8060459152151592, 0.7573255517419726, 0.7102121266617133, 0.6637765429292355, 0.6188805605135902, 0.5746681837488633, 0.5315497621286984, 0.48950611162379365, 0.4481716106261673, 0.40790073872274873, 0.36867087321573927, 0.3301551950537065, 0.2926603285826541, 0.2561617691684932, 0.22010030589321977, 0.185287584813134, 0.15092822242857473, 0.11752936110068185, 0.08483853079415225, 0.05285752137598108, 0.02158636889137522, -0.008976469406501465, -0.0386441756165889, -0.06780852511752265, -0.0962767525936276, -0.12405520925975565, -0.15131084388252028, -0.17787839931464994, -0.20376738690654095, -0.2289878413646032, -0.2536844990267305, -0.27785103705267133, -0.30148282781528024, -0.32445913007332083, -0.34690613063944187, -0.3688228492061786, -0.3902094963333722, -0.41067304529044213, -0.43092734900282803, -0.4512066542065522, -0.4705812335688096, -0.4891041121852361, -0.5076113736454856, -0.5252928512166626, -0.5429141725436208, -0.5604225763919768, -0.5764650582154617, -0.5924249520054613, -0.6082573475368998, -0.6233543393018148, -0.6382992380437962, -0.6530555498009819, -0.6666111397075726, -0.6804773933097751, -0.6936673450558576, -0.7062206477286272, -0.7185758553590802, -0.7307081690817585, -0.742595218006613, -0.7538739228374478, -0.7645801210038361, -0.7750563127121837, -0.7852855018439286, -0.795252594163646, -0.8046824633510448, -0.8138545891618659, -0.8227575449513848, -0.8313814518222684, -0.8395103858206682, -0.8473694725122672, -0.8549515918216903, -0.8620782800076116, -0.8691008174204924, -0.8756801832203276, -0.8819850629205372, -0.8880125250549827, -0.8937605256772267, -0.899113197745084, -0.9043077064306719, -0.9091224610511552, -0.9137629717622135, -0.9180405570795926, -0.9221315773004186, -0.9258773929370513, -0.9294276013928537, -0.9326509012714435, -0.9356723874522129, -0.9384321653366905, -0.9408931501312311, -0.9431475362546506, -0.9451534340548848, -0.9469428351945366, -0.9484622791648875, -0.9497672291788667, -0.9508364696430702, -0.9516759298350791, -0.9522991379359262, -0.9526978308718574, -0.9528785081069876, -0.9528456808588429, -0.9526020157604753, -0.9521543034603684, -0.9514992453455624, -0.9506486262986027, -0.9495946936719246, -0.9483378007834342, -0.9468976705983054, -0.9452608114701805, -0.9434513002065311, -0.9414521662828164, -0.9392656505756731, -0.9368943888839272, -0.9343697838549567, -0.9316692487880054, -0.9287652908442944, -0.9257539638807771, -0.9225466263930863, -0.9191781220185973, -0.9156526460474541, -0.9119745399120556, -0.908148266334641, -0.9041783861603672, -0.9000322418506354, -0.8957886149813531, -0.8913772584010211, -0.8868017488269238, -0.8821439454730607, -0.8773312276613899, -0.8723677386885358, -0.8673372603536317, -0.8621257094806996, -0.8568171783807398, -0.8513766099277944, -0.84584884886001, -0.8401586313010897, -0.834390985604242, -0.8285107613003772, -0.8225229220494794, -0.816432456593125, -0.8102443611570133, -0.8039636232728756, -0.7975952069853216, -0.7911440394004071, -0.7845762596546523, -0.777935954386639, -0.7711897375429038, -0.7643811171948754, -0.7574771989986959, -0.7505207841579093, -0.7434426031193703, -0.7363587700371467, -0.7290917478490184, -0.7219006535680014, -0.7144324092303711, -0.7070490328180984, -0.6997507513935531, -0.6921962247177966, -0.6847349326451648, -0.6770337833359145, -0.6694335450184394, -0.6616096353057519, -0.6538937784102647, -0.6462848398718338, -0.6384712167927566, -0.6304650709173012, -0.6225795387210551, -0.6145163854337036, -0.6065791526281106, -0.5984786061768861, -0.590508642019692, -0.5823890290337363, -0.5744040217858982, -0.5662823553479777, -0.5580349147927985, -0.5499314849707022, -0.5417142006811901, -0.5336432582580827, -0.5254696458128605, -0.5172032093877432, -0.5090899369247299, -0.5006619658240608, -0.49262414109074043, -0.48428972023597566, -0.4761179264378556, -0.4678897804416736, -0.4596134866314898, -0.45129698928083917, -0.44314952828039345, -0.4349685647798056, -0.42676131118059457, -0.41853471203661086, -0.41029544033866616, -0.40223118331394964, -0.3939815292445591, -0.38591111895465363, -0.3778443801710425, -0.3697867680193835, -0.36158120357206214, -0.3535608192514436, -0.34556433326992925, -0.33759618359412863, -0.32966056499802304, -0.32161688520687376, -0.3137613281370782, -0.30581159489762366, -0.29804986196610755, -0.29020671121013963, -0.28242264458866995, -0.27470013593367565, -0.2670414675920088, -0.25932972032395085, -0.2516917009413783, -0.24412896860986316, -0.23653261463600256, -0.2290197500373049, -0.22159128381125032, -0.21424799292780236, -0.20679158355245925, -0.19952865267471812, -0.1922629864334541, -0.18500211151550502, -0.1778425673494007, -0.17069688144927353, -0.16365622444535555, -0.1566374098169337, -0.14972648629900578, -0.14276637380259136, -0.13592051229490534, -0.12911365735570351, -0.12242214090910872, -0.11570482585018896, -0.10910722395323298, -0.10249561377068961, -0.0960070759771728, -0.08951500773504639, -0.08314844153775047, -0.07684617718074933, -0.07055383588630136, -0.0643339044688449, -0.058188309387430505, -0.05211876799874256, -0.046076358945184526, -0.040164797164425545, -0.03423833829511562, -0.028398615810038674, -0.02264621760409161, -0.01693835880444267, -0.011321238242405796, -0.0057543326877006985, -0.00024139234280949365, 0.00517606071523346, 0.010572251364442061, 0.015869300089057122, 0.021102605114940907, 0.02626974436932992, 0.03136854317301421, 0.03639706218228621, 0.0413838592890583, 0.04626588548469089, 0.051101438179817424, 0.05585921236285918, 0.06056478643171828, 0.0651892507941345, 0.06975681692676503, 0.07424081990975538, 0.07868714995655038, 0.08302445523871106, 0.08736242517974607, 0.09156837152948669, 0.09562741834030862, 0.0997388229389117, 0.10388852437951089, 0.10770652431106165, 0.11156366286263102, 0.11544754204623335, 0.11918694238746881, 0.12294249234509987, 0.12655586120874904, 0.1300340394896313, 0.13352043457859084, 0.13687415720400312, 0.14022824692807195, 0.1435741687970267, 0.14678736851118995, 0.1498745058174694, 0.15294948454321727, 0.15600534396538202, 0.15893665931849807, 0.16184469009362837, 0.1647236178498247, 0.16748106490886874, 0.17012328092137632, 0.17281588590707592, 0.1753147218632103, 0.1778550310743365, 0.1802832921272784, 0.1826720882767146, 0.18501796923814845, 0.18725708465730126, 0.1894530470671528, 0.19160311089326343, 0.1937048192821322, 0.1957059552135505, 0.19765956528855572, 0.19956375381803848, 0.20141686434724546, 0.2031766629619655, 0.20492568318655216, 0.2065832498558676, 0.20818913746242276, 0.2097424980795711, 0.21124265538100842, 0.21268909383291404, 0.2140814480704974, 0.21541949251505454, 0.21670313127803997, 0.2179323883899074, 0.21910739838357293, 0.22022839725526624, 0.2212957138192329, 0.22230976146720358, 0.22328728190788297, 0.22419516661240627, 0.2250654574945649, 0.22588272918258054, 0.2266478505954988, 0.22736172765976778, 0.22802529800005286, 0.2286485251989526, 0.22922167485140882, 0.22975316976916985, 0.23023527057667167, 0.23066923431624248, 0.23106132912643357, 0.23140641193389538, 0.23170582227962594, 0.23196696537347972, 0.23218024729681944, 0.23235445362547483, 0.2324837096521618, 0.23257349459906984, 0.23262160828167627, 0.23262941392665498, 0.23259705425580404, 0.23252577008039857, 0.23241568591418676, 0.2322671532543985, 0.23208060057970642, 0.2318565260738847, 0.2315954906472261, 0.23130117136647313, 0.2309683930188073, 0.23060063065452613, 0.23019863344228988, 0.22976318334078236, 0.2292908048075874, 0.22879070312460126, 0.22825498790759088, 0.22768400954010135, 0.22708821135196847, 0.2264586953786043, 0.22579598057806635, 0.2251060621134443, 0.22438440391737297, 0.22363730021278436, 0.22286002822294482, 0.22205331827825198, 0.22122381685342474, 0.22036063462007094, 0.21947640601239218, 0.21856607988176374, 0.21763050290182073, 0.21666440531897055, 0.21568089519973455, 0.2146685741271147, 0.2136344781896694, 0.21257951190268462, 0.2114983616468989, 0.21039814024031425, 0.2092735418339927, 0.2081316903077445, 0.2069672944066801, 0.2057812895357545, 0.20457461849686917, 0.20333599122714305, 0.20211524231852385, 0.2008400743561989, 0.19957223331350762, 0.1982524015797072, 0.1969416152699688, 0.19564027952096405, 0.19429026808304764, 0.1929512871962808, 0.19156614073335754, 0.1901366283774677, 0.188777310785343, 0.18731927412177868, 0.18587650489041552, 0.184449087072294, 0.18298306196702388, 0.18153364359173874, 0.18004805176123959, 0.17852812418450242, 0.1770271372969824, 0.17554495179345972, 0.17398115166801661, 0.17248786066175256, 0.17091651300386634, 0.16936706795210557, 0.16779181560640014, 0.16623917446641714, 0.1646627484759877, 0.16306419618728352, 0.16148978851000959, 0.15985116527704962, 0.15828172943103275, 0.15665119478062264, 0.1550468889681517, 0.15342703644667552, 0.1517930795796908, 0.15014642651324628, 0.14848844906710978, 0.14685893772860126, 0.14521937899191092, 0.14357103357317286, 0.14191512321637093, 0.14025282973188533, 0.13858529426630073, 0.1369136167887121, 0.13527272005251553, 0.13359525286285265, 0.13194930437555882, 0.13026997450063474, 0.1285913942620013, 0.12694517274360065, 0.12527000587473727, 0.12359803618249422, 0.1219299988210513, 0.12026659111769945, 0.1185806587153355, 0.11692901795551601, 0.1152571821228089, 0.11359349333358305, 0.11193844577771779, 0.11029250165656176, 0.10863156234472483, 0.1069815939207247, 0.10531944853893048, 0.10366994107816647, 0.10203333083378711, 0.10038785823769464, 0.09875668720894715, 0.09711894105214457, 0.09549672038427336, 0.09387000531982206, 0.09225986908445145, 0.09064712190282309, 0.08903307389340225, 0.08743731272390771, 0.08584183512789854, 0.08424778470507559, 0.08265624579011227, 0.08108494035027848, 0.07950105031996511, 0.07793850327532148, 0.0763814836779546, 0.07481565250245346, 0.07327248492175718, 0.07173717106110862, 0.07019629762937056, 0.06867902898670032, 0.06715809896296247, 0.06564812735926354, 0.06414959953213598, 0.06265052158469252, 0.06116436322692198, 0.05969147644080698, 0.05822065388414526, 0.05676428938651291, 0.05531167067421111, 0.05386384298618799, 0.05243217795278467, 0.051006666239176365, 0.04958818417335687, 0.0481871514977851, 0.04678487567597937, 0.045401027647301674, 0.04401781658784955, 0.042653825670574255, 0.04129213058057235, 0.03994210701199897, 0.03860422430519001, 0.0372789100529598, 0.035959026703319574, 0.0346528592810043, 0.03335358746797772, 0.03206898576315308, 0.03079254053212686, 0.029524999332615782, 0.028267054099613748, 0.027037890437586688, 0.02581850711346938, 0.024574435427961228, 0.023365929590242474, 0.022136356623500837, 0.020942485322311594, 0.019782761579933954, 0.01860524832284605, 0.017461888941608238, 0.0163036349716917, 0.015179383510295914, 0.014042847633601214, 0.012940023460337518, 0.01186943133167059, 0.010747792031237907, 0.009700156676834744, 0.00860594960401342, 0.007582751221612558, 0.006517104466395492, 0.005484443935159201, 0.0044832810055655025, 0.00347925352647157, 0.0024740556883384333, 0.001500196895107734, 0.0005262990810461453, -0.00044617430035309296, -0.0013877813983511095, -0.002327122440494077, -0.003236630869724081, -0.004168624767443073, -0.0050455477206027026, -0.005942745927238399, -0.006833755289837166, -0.007695365750896519, -0.008550512522575576, -0.009377514358670416, -0.010218000771655751, -0.011030226111274613, -0.01183434013357661, -0.012629703091529701, -0.013415730373904615, -0.01419189027572363, -0.014941340828773415, -0.015696946813678638, -0.016426131607433465, -0.017159569858277955, -0.01786698787417115, -0.018563313953442896, -0.019261460745108688, -0.019934351370667167, -0.02059545552523896, -0.021256398580393854, -0.021904372057612514, -0.022528371510079484, -0.02315062475294327, -0.023759750204838375, -0.024355744571044734, -0.02494799236541817, -0.025517432506312793, -0.026082512648141765, -0.026633966788357655, -0.027179895568659993, -0.027704137319084835, -0.0282225024794399, -0.028734243597350207, -0.029231908764236633, -0.029715720509690877, -0.030192123600574956, -0.030654607514280632, -0.031109135013166513, -0.03154977703552078, -0.031982041480643875, -0.03240552854516398, -0.03281511773177138, -0.03321569295835309, -0.03360696095946632, -0.03398452431625702, -0.034352694899485635, -0.03471126871433725, -0.03506007409962113, -0.03539896981436494, -0.03572784315484866, -0.03604353195065849, -0.036352284600804405, -0.036650824130161914, -0.03693913419307179, -0.03721721831312841, -0.037485098332955505, -0.03774281293294315, -0.03799250680580372, -0.038231916163778606, -0.03846113637583177, -0.03868201432242309, -0.038892710834560966, -0.039094892714237564, -0.03928697844824836, -0.03947046502759459, -0.03964400623211664, -0.03980893927325709, -0.03996519840195413, -0.04011274107249011, -0.04025154632977866, -0.040380783278181336, -0.04050220188220555, -0.04061493127078833, -0.04071839978798165, -0.04081397956357757, -0.04090155725450705, -0.040980169208238854, -0.04105085723325367, -0.04111324111586, -0.041167725568993466, -0.041214067032085154, -0.04125259571728125, -0.04128333022014334, -0.04130630611195228, -0.04132168852460471, -0.04132920101969455, -0.041329367273121226, -0.041322165173162465, -0.04130707055828546, -0.041285953326919526, -0.04125583709061326, -0.04122067349675761, -0.04117774239358901, -0.041126707085275556, -0.04106977232471669, -0.041004666170300276, -0.040934094072334726, -0.04085847745025385, -0.04077490190734284, -0.0406832118730263, -0.04058693772572809, -0.04048266208018973, -0.04037425432655009, -0.040257999609956824, -0.040138059636628066, -0.04001046101638399, -0.03987961490537596, -0.03974132537250711, -0.039595618211345315, -0.03944254219916494, -0.03928692016904384, -0.039129040644446625, -0.038959419173956206, -0.038787841086358035, -0.038614567243156206, -0.03842981109758161, -0.03824368039364093, -0.038051331456058934, -0.037852905605732484, -0.03765367214105875, -0.037443571445315973, -0.03723301200090909, -0.03702218419858387, -0.036800970898409315, -0.036574688288566144, -0.036348651142359654, -0.03611276769427705, -0.035877475208431354, -0.03563782211234211, -0.035393992342709776, -0.03514617152700709, -0.03489454633536381, -0.03463930387753022, -0.03438063114468293, -0.034113790022619134, -0.03384885065711449, -0.033581038350995254, -0.03331053476347012, -0.03303275074714894, -0.03275271861912173, -0.03247529607488539, -0.03219125245466433, -0.03190089866948576, -0.031613620413368834, -0.03132046273071397, -0.03102617183639295, -0.030730904417647264, -0.0304304850051053, -0.030129496105183336, -0.029823864022505937, -0.029518056100525974, -0.029212206895919145, -0.02890239738571869, -0.02859291369290948, -0.028279941870068617, -0.027963769626474278, -0.0276484962782693, -0.027330467681823078, -0.0270136552241791, -0.02669451139681895, -0.026373298903049652, -0.026050274972164864, -0.025729151755077825, -0.025403193301796755, -0.02507950094487117, -0.024754846306117646, -0.024429455159493612, -0.02410354649885797, -0.02377422508112893, -0.023447968687436194, -0.02312180954339122, -0.022793004780996863, -0.022464785992428626, -0.022137328231430577, -0.021810799303119747, -0.021482653035263952, -0.021155860530262846, -0.020830566388757354, -0.020504366733557374, -0.020177554315609865, -0.01985284497862617, -0.01953035167523739, -0.01920552502981631, -0.01888332751619681, -0.018561623905568658, -0.01824064905505442, -0.01792062773970887, -0.017601774689412642, -0.01728631863238665, -0.016970357998501443, -0.01665615104761516, -0.01634387329718635, -0.016031856633472813, -0.015722183594498017, -0.015414999620287737, -0.015108742750126754, -0.014805326715047723, -0.014503257080593605, -0.014202769853384145, -0.013904088732974274, -0.013611882268775712, -0.01331875934874278, -0.013019532967712969, -0.012742407027662704, -0.012446090189751739, -0.012171267211722405, -0.011878925473090305, -0.011607445711491455, -0.01133182489367562, -0.011052816659994606, -0.010793357736284153, -0.010519792823818496, -0.01025469422929642, -0.009997728510599853, -0.00973877133136151, -0.009487930215544685, -0.009235687877750262, -0.00898261816883611, -0.00873786241786626, -0.008492766140189508, -0.008255863148511457, -0.008026813343016904, -0.007790286978787124, -0.007561993561024182, -0.007341580616924715, -0.007115232859382985, -0.006903551764043399, -0.006686693373656838, -0.00647776744593772, -0.006270612093985506, -0.006065538313310079, -0.005868209393506947, -0.005673100891338898, -0.005480472012720648, -0.005295335534558168, -0.005112754734784015, -0.004932941967623487, -0.004756090784439342, -0.004582376346233793, -0.004415836578528994, -0.004248684120066993, -0.004088650541513171, -0.003931975906930797, -0.003778765532638004, -0.0036291099034932535, -0.0034830852933649043, -0.0033407544054072516, -0.0032048752720877016, -0.0030699426000588216, -0.0029388213478586294, -0.002811526501356577, -0.0026880627890653198, -0.002568425342463815, -0.002452600346883716, -0.0023405656804012537, -0.0022322915385152723, -0.0021260157117080213, -0.0020252344262914773, -0.001926530553116244, -0.0018300977895948068, -0.0017388766115965675, -0.0016499342152483962, -0.0015646483882733435, -0.0014829286151917572, -0.00140358151534414, -0.0013277403540209649, -0.0012553002920222334, -0.0011852376996176358, -0.0011176127267326565, -0.001053279287264674, -0.0009921162290043555, -0.0009332921675014224, -0.0008768249108872454, -0.0008233433600179475, -0.0007721374786340595, -0.0007231985108695733, -0.0006765084258778576, -0.0006325123358900914, -0.0005906387375877612, -0.0005508522577875368, -0.0005134901810791262, -0.00047772024066272586, -0.00044422432639219746, -0.0004122711888574529, -0.0003821531430946489, -0.00035406515771213787, -0.00032740919193800355, -0.00030239785266496585, -0.00027896422854900305, -0.0002568565526049112, -0.00023639061252090913, -0.00021714350554383888, -0.00019908769129223686, -0.00018244920807596187, -0.00016676971856512671, -0.0001523680093726307, -0.0001388526224835856, -0.00012638976029863183, -0.00011483214564017455, -0.00010421102180121931, -9.439731591876182e-05, -8.534983291289959e-05, -7.702709550130106e-05, -6.938769810852949e-05, -6.239062079610479e-05, -5.599550421685011e-05, -5.016288699590166e-05, -4.482366484367077e-05, -4.000557726269518e-05, -3.56141685416717e-05, -3.162351005798088e-05, -2.802674610323247e-05, -2.4791460616378956e-05, -2.1872196310154154e-05, -1.9245594705593896e-05, -1.690048073030262e-05, -1.4800662986944294e-05, -1.289055188367881e-05], 'MSE': 19628.279205606148, 'R_2': 0.8576281863749566, 'U_norm': [-181.68918370720604, -37.96525218561338, 0.007594999626521422, 0.04600272359627946, 0.03763738210215066, 0.0441247372973585, 23.926915771150224, 77.97235102546976, 84.80607937141026, 47.099958407988794, -0.3268454194384535, -0.08552639435616637, -0.1033043858054008, -0.11631159287680692, -0.12191405822460917, -0.12406895671408674, -0.11458967680109636, -0.10106262678024883, -6.3562891911706165, -6.205985905648647, -0.005973743231135067, -0.0348151597291365, -0.01316301480921729, 0.0024664610539934873, 0.014385617047890153, 0.023307302686832527, 0.029916672824169203, 0.032467833197876016, 0.03351815905509081, 0.03376213291596829, 0.032015769606953584, 0.029802467451912416, 0.02678869728536335, 0.02393032326675289, 0.020948153964280652, 0.01816010790623002, 0.015651501444187737, 0.013380084823456232, 0.011406344939015088, 0.009822259126791692, 0.008446785166759747, 0.007229678148780895, 0.006199824806583307, 0.005373013808976141, 0.004668738205708001, 0.004088934904513093, 0.0036042743003529463, 0.0031825488439389655, 0.002810540420846073, 0.0024963282782529406, 0.002218603654314121, 0.0019693472196231545, 0.001742183190345038, 0.001532152837634475, 0.0013355181579546484, 0.0011495875444759982, 0.0009725566640069995, 0.0008033599017771015, 0.0006415299625794199, 0.0004870650976612712, 0.00034030476711443403, 0.00020181531556319105, 7.228748834909747e-05, -4.7552539235598754e-05, -0.00015701738904393868, -0.0002555173317873811, -0.0003426037867725689, -0.0004179981195741876, -0.0004816069268706313, -0.0005335254185296066, -0.000574030788740129, -0.0006035676174207572, -0.0006227273642122071, -0.0006322239319810309, -0.0006328671064163913, -0.0006255354462212688, -0.0006111499317996652, -0.0005906493953159648, -0.0005649684778200267, -0.0005350185955758757, -0.0005016721656746447, -0.0004657501423924414, -0.00042801275849279095, -0.00038915324535828365, -0.00034979422381838777, -0.00031048640646884795, -0.000271709229401787, -0.0002338730312861531, -0.00019732241551799612, -0.00016234046199500616, -0.00012915349425014872, -9.79361523133579e-05, -6.881656562237045e-05, -4.1881465816959964e-05, -1.7181118640573918e-05, 5.26600936161314e-06, 2.5468903129883132e-05, 4.34599994872197e-05, 5.9291545061978495e-05, 7.303230677759913e-05, 8.476461909639748e-05, 9.45817456780367e-05, 0.00010258552945802441, 0.0001088843034749572, 0.00011359103590680824, 0.00011682168418882197, 0.00011869373568990847, 0.00011932491642245382, 0.00011883205142538937, 0.00011733006418023516, 0.00011493110398905017, 0.00011174379226015024, 0.00010787257978809424, 0.00010341720824401504, 9.847226994116899e-05, 9.312686015385347e-05, 8.74643162718257e-05, 8.156203867256868e-05, 7.549138743273235e-05, 6.931764945291712e-05, 6.310006984182133e-05, 5.689194139738438e-05, 5.0740745458042394e-05, 4.468833722621688e-05, 3.87711689689404e-05, 3.302054431403735e-05, 2.7462897417384466e-05, 2.212009081618347e-05, 1.7009726243369874e-05, 1.2145463186984813e-05, 7.537340119994949e-06, 3.1920942368596403e-06, -8.865240278395132e-07, -4.697444928170846e-06, -8.241984072548244e-06, -1.1523560027051688e-05, -1.4547425982901717e-05, -1.7320416650633842e-05, -1.9850710842153153e-05, -2.214760983377928e-05, -2.4221331353369565e-05, -2.6082818611755804e-05, -2.7743563695966937e-05, -2.9215444313353397e-05, -3.0510573198870256e-05, -3.164115912893935e-05, -3.26193792234184e-05, -3.3457261959705144e-05, -3.4166581068917074e-05, -3.475876067551543e-05]}, 'iteration_39': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24742.40628445762, -5397.634022442345, -1.4796274951320016, 7.436748532056034, 5.067920005629913, 6.981098000371933, 3692.0853438158997, 10758.11345360085, 11454.034208923526, 6157.14136026726, -33.787708410929575, -12.924453243028118, -13.219821144862268, -13.075363547771452, -11.888963247360817, -10.462877090781044, -7.928465385790566, -10.415296175701306, -941.1337852679937, -800.5706038054986, -17.183792676398316, 1.4736215893955262, 2.9327411501573417, 3.777731988363856, 4.227632126384354, 4.457867682338386, 4.595505562625923, 4.405223576145436, 4.236990029019201, 4.114317976906932, 3.847079928258209, 3.661273040932962, 3.3927660948841543, 3.011958013965029, 2.7724825108438815, 2.460542723210607, 2.1886718059978754, 1.9239024399339189, 1.6781640960584445, 1.4675328059867303, 1.2731940602637957, 1.0929216804203015, 0.9352221923981581, 0.8045984414124712, 0.6917481366796701, 0.5984144953276517, 0.5206535308234199, 0.4539314913278129, 0.3964561895683269, 0.3482998787445006, 0.3062335727506154, 0.26873165324994236, 0.23460685115399782, 0.2029874851822602, 0.17327310769354323, 0.14511973877288864, 0.1183270897252313, 0.09285404937425361, 0.06874341584794887, 0.04609089066293423, 0.025014786339399388, 0.005632890161741026, -0.01195395554155832, -0.02767234474189776, -0.04148184698033124, -0.05337663276881638, -0.06338419159032495, -0.07156205492247411, -0.07799330511744233, -0.08278150364372815, -0.08604552433614064, -0.08791464011089098, -0.08852409128614876, -0.0880112643371001, -0.08651253147782592, -0.08416074365707503, -0.08108333018226602, -0.07740093399809456, -0.07322650020101425, -0.06866473316471118, -0.06381184212449821, -0.05875550381899422, -0.053574981931202754, -0.048341354850220286, -0.04311781476676171, -0.03796001113698663, -0.03291642001976148, -0.02802872738163781, -0.023332219407228284, -0.018856176155833685, -0.014624266955555874, -0.010654946974617973, -0.006961854711409208, -0.0035542098668982815, -0.0004372106609506548, 0.002387570987938838, 0.004921798630018494, 0.0071699874322547165, 0.009139130399393033, 0.010838337684004858, 0.012278492095137025, 0.013471923478816825, 0.014432104255548209, 0.015173367934197237, 0.015710651792739012, 0.016059264389363587, 0.01623467803944567, 0.016252345960996593, 0.01612754334959135, 0.01587523137694178, 0.01550994269948783, 0.015045686956634684, 0.014495874451148895, 0.013873256302302293, 0.013189879243757502, 0.012457053370904613, 0.011685331223187677, 0.010884496676016096, 0.010063562352351122, 0.009230774321137515, 0.008393623076754408, 0.007558859817723653, 0.006732517202950163, 0.005919933863940079, 0.005125781974799556, 0.004354097359050666, 0.0036083116187115177, 0.0028912858683005395, 0.002205345649341884, 0.0015523166458623822, 0.0009335609091548571, 0.00035001317884658314, -0.000197782885238861, -0.0007096388940306772, -0.0011856865439085998, -0.0016263432577737179, -0.00203227883651626, -0.0024043832762866333, -0.0027437358888286957, -0.003051575814966423, -0.0033292740326574355, -0.003578306882739524, -0.003800231161501248, -0.00399666077644899, -0.004169244959529301, -0.004319648078522127, -0.004449531008240896, -0.004560534137582562, -0.004654262053141621, -0.004732269991365687], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [134.78804468627496, 8909.161414585571, 3100.196885901171, 654.3437461106236, -161.81613948219226, -377.4467228611911, -387.92016981835286, -336.113434405599, -272.242470576864, -212.8349705832301, -162.3394356060377, -120.97577890283785, -87.88359603895117, -61.52803060057478, -40.90517934082784, -24.786455747710406, -12.31818251531001, -2.8420403499530553, 4.328250683565808, 9.670521156254688, 13.574832121941672, 16.341684691773825, 18.260902817874126, 19.506700257826267, 20.25497127055098, 20.62193131006801, 20.706093924980678, 20.583666439157735, 20.311213563724007, 19.934252200722423, 19.484245520269273, 18.988980707098673, 18.46463012338009, 17.92789294127219, 17.386006499071755, 16.84624765541593, 16.31378075606937, 15.792172056845441, 15.283792823855245, 14.78786089654043, 14.309876614475895, 13.845789198057426, 13.397911840326653, 12.964223392240354, 12.546413993759048, 12.142384412882606, 11.751882465363854, 11.37459430332601, 11.011561856432515, 10.659539190069966, 10.319607036581644, 9.991365632813233, 9.673288668582188, 9.366222248906103, 9.069766364632725, 8.781607478756367, 8.499835076293339, 8.233274786498432, 7.9716936930664435, 7.723176085644179, 7.471925056631912, 7.240436277386331, 7.006629653835678, 6.784440824566998, 6.566974692420906, 6.360114817338965, 6.157624305857616, 5.959604676349794, 5.766130720017789, 5.577253068929253, 5.39749564748258, 5.221937929635892, 5.050603257669458, 4.887382650411677, 4.72431277450285, 4.568976608250863, 4.417481804719703, 4.269808997617724, 4.125928749548455, 3.9858028042305427, 3.8493852406003852, 3.7192703167309777, 3.5899831938739966, 3.464236889121623, 3.341964250272717, 3.2252863669107414, 3.109646673613242, 2.9972673753774117, 2.888071822551859, 2.7819823724570747, 2.6771851815451817, 2.5771510948351093, 2.4784020324462794, 2.3840950544169366, 2.289610372461386, 2.1993937158983496, 2.111849878242783, 2.0256381098164655, 1.940845551154605, 1.8598404380568643, 1.7801840865960112, 1.7019400131855837, 1.6261619834510563, 1.5527593322833968, 1.4807302148751684, 1.4109856421157778, 1.3426032106556038, 1.2756098899346477, 1.2107894662631695, 1.1473252636749731, 1.0852304542987639, 1.0251802459256185, 0.9664522360114489, 0.9090495420319487, 0.8529714096088896, 0.7987714768749358, 0.7453022245164374, 0.6936472254038237, 0.6427512345442322, 0.5935998377454393, 0.5452228980969971, 0.498517195313097, 0.45259097917533825, 0.40787003894841073, 0.36433286267139126, 0.32159996331670215, 0.28003676269317046, 0.23961779673721137, 0.20000496175548502, 0.16151210669119473, 0.12411159197913614, 0.0872294189166745, 0.05169382992519121, 0.016690871362795782, -0.01726415149056165, -0.05043016374032741, -0.08280694124483577, -0.11439616090444969, -0.14520120404358777, -0.17503634641530863, -0.20429755821211484, -0.23279283048205043, -0.2605306698511346, -0.28767939428022593, -0.3140760912290638, -0.33973258260885036, -0.36466121219071757, -0.38900692742117726, -0.4127649067975616, -0.4359321177215974, -0.45839230296686934, -0.48027098103499777, -0.501568904757667, -0.5222880573798677, -0.5420513170414393, -0.5615503775987898, -0.581008619907461, -0.5995351329986182, -0.6171861842331235, -0.6347597483044438, -0.6514877441460324, -0.6680959431113588, -0.6845321722487191, -0.6995317370294971, -0.7143934561947495, -0.7290733199409165, -0.7430093370079828, -0.7567417907489449, -0.7702354910082259, -0.782570287061348, -0.7951235167621974, -0.8070002275232282, -0.8182415596710622, -0.8292422846232602, -0.839979213207814, -0.8504316732588013, -0.8602828450404656, -0.869569575958545, -0.8785913106646758, -0.8873327731537236, -0.895780631550465, -0.9037043869562272, -0.911341669999613, -0.9186828081279054, -0.9257196887500356, -0.9322792178254956, -0.9385462416206038, -0.9445153443985178, -0.9500493145395614, -0.9554214628468898, -0.960372992579547, -0.9650346334790826, -0.9694050321724075, -0.9734836960085425, -0.9771925210835225, -0.9806970929394948, -0.9838491748631208, -0.9867849342980682, -0.9893866408030974, -0.9917635818894125, -0.9938256268594171, -0.9956575890025164, -0.9971942124490535, -0.9984981024386086, -0.9995426046784823, -1.0003214451087132, -1.0008677662097798, -1.0011709946562926, -1.0012360798184754, -1.0010669836315043, -1.0006646402555721, -1.0000365962026432, -0.9991895227117497, -0.9981125518656496, -0.9968242940372466, -0.9953318434147791, -0.9936168459639431, -0.9917069905850091, -0.9896095207524669, -0.987299754446584, -0.9848127034195993, -0.9821201840914755, -0.9792243762024542, -0.9761664728248333, -0.9729139311798102, -0.9695111673045246, -0.9659230561837591, -0.9621533285082998, -0.9582060374718973, -0.954130737657638, -0.9498883864073818, -0.9454368169549582, -0.9409209252989713, -0.9362054654853711, -0.9313421947981418, -0.9263362597729019, -0.9211928884879468, -0.915917367289523, -0.910515019316434, -0.9049413377160738, -0.8993012351191426, -0.8935003179609514, -0.8875438028379816, -0.8815372113744055, -0.8753858320804679, -0.8690952042258872, -0.8627704590750458, -0.8562676656723917, -0.849691796043211, -0.8429988565094263, -0.8362434384221035, -0.8293334152142773, -0.8223718588926169, -0.8153156699771863, -0.8081705327776768, -0.8009420868605266, -0.7936359120619838, -0.7862575149888008, -0.7788123169510407, -0.771305643264603, -0.7636979404051343, -0.75604008462171, -0.7482933348545423, -0.7405073826074077, -0.7326443028892751, -0.7247525110319555, -0.7167532969343694, -0.7087774958378688, -0.7006252322252813, -0.6925867506309186, -0.6842674932461268, -0.6760708398120422, -0.6679951538600805, -0.6596627729409189, -0.6514591871012544, -0.643018102275618, -0.6347129586999871, -0.6261889191199688, -0.6178072418864565, -0.6095650178596637, -0.6011245268138846, -0.5925000813793477, -0.5840287243191169, -0.5753897306440977, -0.5669079973094877, -0.5582740754813666, -0.549800853664659, -0.5411900025079402, -0.5327425870471064, -0.5241712077142566, -0.5154879318149054, -0.5069763313147725, -0.4983650528277425, -0.4899262917473113, -0.48139918573157997, -0.47279435361574373, -0.4643673279605434, -0.4556323866364619, -0.44731950689159067, -0.43871784903492195, -0.4303015258631361, -0.4218444059827327, -0.41335500160887234, -0.40484149453212687, -0.3965174597702171, -0.3881753452276012, -0.37982247651469503, -0.3714658560850111, -0.36311216322025197, -0.354951050134843, -0.3466176311381932, -0.3384801038826679, -0.33036077951612763, -0.3222649677795694, -0.3140350725188507, -0.3060049800274568, -0.2980125384938275, -0.2900619297324833, -0.2821570715941184, -0.2741579968746025, -0.26635894577654706, -0.2584793199537331, -0.25079849058182185, -0.24304950610169512, -0.2353711546607439, -0.22776551822235155, -0.22023448504396323, -0.21266299478899078, -0.20517544089577636, -0.19777296063460184, -0.19034880906009957, -0.18301728587944183, -0.17577886915399243, -0.16863391375803768, -0.16138950819409426, -0.15434333309193687, -0.14730460362478065, -0.1402805862526203, -0.13336443462569011, -0.12647140009596697, -0.11968917904241562, -0.11293737708272882, -0.10629850905832583, -0.09962156371441457, -0.09306320875162577, -0.08655106817759974, -0.08015788214002441, -0.07374864900281747, -0.06746204621201203, -0.06117047661155726, -0.055004204727701844, -0.048842719408738924, -0.04280828670481235, -0.03684258133696827, -0.030894029956190942, -0.025021595549688434, -0.019226872345266963, -0.013511252879283155, -0.007828532053969158, -0.0022760187407054105, 0.003283331372627274, 0.00875424896821456, 0.014136433243791827, 0.01947008535212491, 0.024712207757685668, 0.029900797572146812, 0.03503246918674117, 0.04006876011281424, 0.045078798612425974, 0.049990407645587084, 0.05483661259987821, 0.05961531104812424, 0.06432463773679432, 0.06896295212910825, 0.0735566953342613, 0.07804794774967169, 0.0824905064829469, 0.08685572489710328, 0.09116719298995966, 0.09539854856830653, 0.09957207754624597, 0.10366355082041362, 0.10771493761676829, 0.11166136785825152, 0.11560271194646236, 0.11941852403786142, 0.12309571042073729, 0.12681481717729234, 0.13056277401725958, 0.13400584402907129, 0.1374788899607201, 0.14097043578339888, 0.14432662899643148, 0.14769172601203498, 0.1509239430628967, 0.15402996317856635, 0.1571379379753952, 0.16012235601453073, 0.16310170674068256, 0.16606820091816762, 0.16891152751088673, 0.17163800393450096, 0.17434834427941046, 0.17703624338594473, 0.17960910371826014, 0.1821559459594164, 0.18467153973011496, 0.18707532244193376, 0.18937317175828164, 0.1917090126539399, 0.1938711910201216, 0.19606343303229454, 0.1981531582004041, 0.20020301725088538, 0.20220998155439499, 0.20411962056939562, 0.20598638877780312, 0.20780790623860215, 0.20958206016065178, 0.21126499573215127, 0.21290155500162047, 0.21449013684461404, 0.21602935981939522, 0.21748439422506413, 0.21892350127007026, 0.22028032267839776, 0.2215877001094024, 0.2228449844864, 0.22405168225881025, 0.22520744518770036, 0.22631206033714946, 0.22736544032123193, 0.22836761384742846, 0.2293187165891185, 0.23021898241246821, 0.23106873497649338, 0.2318683797192869, 0.23261839623833214, 0.23333108876979605, 0.2339825248375227, 0.23459593222947242, 0.23516039731054966, 0.23567679967185126, 0.23614604924430213, 0.23656908149438374, 0.23695227412895623, 0.23728968907955175, 0.23758637274789837, 0.2378381190564194, 0.23804613720426185, 0.23821361886832626, 0.23833859383589728, 0.23842233604476323, 0.2384667186380152, 0.23847054989474664, 0.23843460851907952, 0.23836084941924965, 0.2382472642484739, 0.2380966478093155, 0.23790803974616884, 0.23768170847060197, 0.23742107392099226, 0.2371241488883631, 0.23679137899115102, 0.2364232754326749, 0.2360204083603456, 0.23558340051511506, 0.23511764806370106, 0.23461462591674642, 0.23407957263400694, 0.23351326466238453, 0.23291650402606426, 0.23228444129170156, 0.23162911388286142, 0.2309399057177651, 0.23021730552653902, 0.229474268923638, 0.22869944288092017, 0.22789345315489534, 0.22706345498932884, 0.2262038500219463, 0.2253219954655092, 0.22441217361384055, 0.2234751754852631, 0.22251857689354987, 0.22152974250365223, 0.22052306595232718, 0.2194926497829927, 0.21843936508591846, 0.2173572402917408, 0.21626086342524267, 0.21513742946883607, 0.2139946927923497, 0.21283355184801012, 0.21164809551038258, 0.2104460573120032, 0.20922157076450165, 0.2079823213032679, 0.20672249228386644, 0.20544305008527847, 0.20414496192199313, 0.20281608143194546, 0.20150971773602175, 0.20014844293271256, 0.19879816249897206, 0.1973956796140718, 0.19600583057790122, 0.19462882075172608, 0.19320311740921492, 0.19179174860458761, 0.1903343918577319, 0.18883306653173373, 0.1874078933480962, 0.18588172848898285, 0.1843739847581303, 0.18288456499179673, 0.18135711952093705, 0.17984913081666107, 0.1783056368232626, 0.1767286086263327, 0.17517327087321474, 0.17363932483192604, 0.1720228919001155, 0.1704811658211271, 0.16886070453503405, 0.1672646241911449, 0.1656437204112591, 0.16404775990349976, 0.16242899603608568, 0.16078914777296946, 0.1591756255371132, 0.15749788091324296, 0.15589244685233458, 0.15422598997543435, 0.15258776496915216, 0.15093505608313743, 0.14926933203171489, 0.1475920221292912, 0.14590451451570288, 0.1442472514858448, 0.14258100760883344, 0.14090705236171602, 0.1392266125650652, 0.13754087170801313, 0.13585096949631617, 0.13415800160734975, 0.1324972819678435, 0.1308006252517387, 0.12913687983879574, 0.1274404214842242, 0.12574573604264266, 0.12408468423302546, 0.12239538547697759, 0.12071025514905932, 0.11903000849150905, 0.11735532210546706, 0.1156588536214519, 0.11399774787660873, 0.11231717818271565, 0.11064562784115384, 0.10898356555143554, 0.10733142804127745, 0.10566501609138103, 0.10401037062364338, 0.10234426581214391, 0.10069156272998314, 0.09905249225941808, 0.09740524795562171, 0.09577300422083385, 0.09413485514545841, 0.09251289117838876, 0.09088707918190943, 0.08927846428605228, 0.08766785782025473, 0.08605656184243828, 0.08446411291648549, 0.08287252707125896, 0.08128293671830861, 0.07969641385390687, 0.078130605805403, 0.07655279878122867, 0.07499677938463827, 0.07344677872098695, 0.07188851833523598, 0.07035330907864745, 0.06882639769188836, 0.06729443832871045, 0.0657864136470144, 0.06427521005181333, 0.06277534642009112, 0.0612872909619243, 0.05979912510210484, 0.05832421164979028, 0.05686288544758634, 0.05540401758038538, 0.05395989141045473, 0.05251987451741263, 0.05108499710324099, 0.04966651835596457, 0.048254510142140036, 0.04684983336224059, 0.04546279509338158, 0.04407488167708462, 0.0427055546251214, 0.04133720133678348, 0.03998819687975811, 0.03864179399560157, 0.03730725717240101, 0.03598504109929303, 0.03467555901702876, 0.03337175188127579, 0.032081796844335965, 0.030798950959723535, 0.02953088302830507, 0.028271155599846755, 0.027020500933270297, 0.02577959591847976, 0.024567354012931305, 0.023365023509269316, 0.022138623430427374, 0.0209475494305199, 0.01973598170936501, 0.018559854159656868, 0.017417614407676484, 0.016258104528082087, 0.01513247000801735, 0.013992418245845269, 0.012886073582556943, 0.011767881322615827, 0.010683090412263264, 0.009630226719963084, 0.008527398294394717, 0.0074975541202722444, 0.006422159998429167, 0.005416769603287116, 0.00436989420858652, 0.003355645462325877, 0.002372543724847658, 0.0013868407313875747, 0.0004002042402312448, -0.0005554629767919727, -0.0015109594388245482, -0.002464846151828722, -0.003388250754096391, -0.004309227552140612, -0.005200755504360824, -0.006114116625023358, -0.006973311694975088, -0.00785217098940352, -0.00872476197385131, -0.00956836188242208, -0.010405434066940592, -0.01121476269727787, -0.012037087656892702, -0.012831565371301725, -0.013617913042757827, -0.014395505632505745, -0.015163772499748839, -0.015922195177234925, -0.016654324517002925, -0.017392267357821848, -0.018104210155362583, -0.01882010437523347, -0.019510402530802707, -0.02018968010834367, -0.020870530150130965, -0.021526549289056906, -0.022170878248683423, -0.022814844771462794, -0.02344596709228666, -0.024053536091758834, -0.024659198053525202, -0.02525187324365946, -0.02583156258795767, -0.02640739297657266, -0.026960836182340922, -0.02750982644280223, -0.028045361298297263, -0.028575307739867998, -0.02908398254063181, -0.02958673226992764, -0.030082827878378907, -0.030565046511496607, -0.03103361017053087, -0.03149476224206438, -0.03194220254762026, -0.03238170222423338, -0.03280753074040992, -0.03322501372098771, -0.03363376352238124, -0.03402884137695715, -0.034414962073690714, -0.034791842448363655, -0.03515525129178235, -0.03550934368194136, -0.035853923906910765, -0.03618882793795993, -0.036513921542632465, -0.03682909842872509, -0.03713133490743914, -0.03742661569897692, -0.03771180504656736, -0.037986890898430416, -0.03825188060950094, -0.03850679941704767, -0.03875168898462106, -0.038988587854992963, -0.039215349337399785, -0.039432070428591724, -0.039640499551731115, -0.039838903977928636, -0.04002885683623118, -0.040208876396326865, -0.04038037056421022, -0.04054208664972089, -0.040695277173041035, -0.0408398825913012, -0.04097586601207702, -0.0411032116074111, -0.04122116771663144, -0.04133133708132022, -0.041432929368209095, -0.04152544451781626, -0.04161011894014243, -0.041686847763640004, -0.04175480016929458, -0.04181489277872058, -0.04186681114655576, -0.041910903873859935, -0.04194698877212728, -0.04197534259060165, -0.04199598887985714, -0.042008967689768514, -0.04201434966319689, -0.04201215751133322, -0.04200290102442138, -0.04198609423803366, -0.04196124023352979, -0.04193108245038761, -0.04189135834066289, -0.041847278400302536, -0.041795298294680754, -0.04173510361997045, -0.04166928477441341, -0.041595202984629924, -0.041515925930360326, -0.0414318621246294, -0.04133976199202992, -0.041239487190097776, -0.041134887916471484, -0.04102223980643209, -0.040905712587502446, -0.04078130228751507, -0.04065345269018712, -0.040517918098808524, -0.04037937464902087, -0.04023336990993083, -0.04007994095754752, -0.039919147136462815, -0.03975604425759567, -0.039590909430430636, -0.03941382752917552, -0.039235018854993434, -0.03905473318401357, -0.038862790936240434, -0.038669695611705274, -0.03847041316883761, -0.03826509127391935, -0.03805917376211612, -0.037842263704239466, -0.037625106968598276, -0.03740788367504771, -0.03718016924830067, -0.03694744240007607, -0.03671516123885121, -0.0364729535848065, -0.036231534925969935, -0.03598581704635357, -0.0357359865898927, -0.03548223159984325, -0.03522474088740267, -0.03496370344502582, -0.03469930790413385, -0.034426712697779485, -0.03415620220986984, -0.033882894472372596, -0.03360697196565759, -0.03332375399202822, -0.03303837142134112, -0.032755768395955204, -0.03246653865059969, -0.032171001201713, -0.031878705948540836, -0.031580538084912256, -0.03128132405540718, -0.030981219753761884, -0.03067598012820656, -0.03037025993458465, -0.03005991997026659, -0.029749494857649727, -0.029439117690219774, -0.029124809749715954, -0.02881091768715924, -0.028493571405548555, -0.028173062300805553, -0.027853543948801303, -0.027531310960478176, -0.0272103852004122, -0.026887171022096038, -0.026561933620082998, -0.02623493246161331, -0.025909923214801355, -0.025580087252327636, -0.025252609191875174, -0.024924220615811118, -0.024595148586566428, -0.024265613206789726, -0.023932686429106304, -0.023602915463477245, -0.023273298233951713, -0.02294106199556418, -0.02260947119441007, -0.022278701035659387, -0.021948919370997935, -0.021617553620937698, -0.021287602951751427, -0.020959211648724035, -0.02062995178048964, -0.02030011816262964, -0.01997245048952481, -0.019647060983513934, -0.019319358571030086, -0.01899434878253683, -0.018669876385497712, -0.018346177288966044, -0.018023477163459905, -0.017701991487737267, -0.017383965976133352, -0.0170654661884851, -0.01674876775046828, -0.01643404643423914, -0.016119620206567233, -0.01580758679266151, -0.015498091548297094, -0.015189559814862998, -0.01488391857883066, -0.014579661459972236, -0.014277025394401366, -0.013976234867060885, -0.013681989977913683, -0.013386847025704546, -0.013085583847821122, -0.012806594078475477, -0.012508308042819487, -0.012231680366884675, -0.011937441529098303, -0.011664220742106352, -0.011386852532489364, -0.01110609596213677, -0.010845029577644966, -0.010569788829774593, -0.010303084741640451, -0.010044580012161863, -0.009784088931549792, -0.009531778188014102, -0.00927807398807095, -0.009023553626626634, -0.008777410047317153, -0.008530938880050565, -0.008292721037710744, -0.00806241307255865, -0.007824600952305215, -0.007595079472953122, -0.0073734928856180595, -0.007145952151864266, -0.006933166609841823, -0.006715187997786431, -0.006505193571615399, -0.006296989183915758, -0.006090887115935696, -0.00589257833545384, -0.00569651025633899, -0.005502943039702915, -0.005316913205277734, -0.005133459545893444, -0.004952795099458457, -0.004775113983601861, -0.004600591815022469, -0.004433284670652712, -0.004265368930563584, -0.0041046111082977425, -0.0039472336575773785, -0.003793342004355422, -0.0036430266697305906, -0.0034963638962757842, -0.003353416293994233, -0.003216953332988641, -0.003081445712228686, -0.0029497703926172148, -0.0028219420710836295, -0.0026979651504280343, -0.0025778344039418147, -0.002461535630340986, -0.0023490462964564102, -0.0022403361654652326, -0.0021336357106444435, -0.0020324548308114595, -0.0019333625531940373, -0.0018365531920812202, -0.0017449784260508492, -0.001655693807489034, -0.0015700822212518551, -0.00148805255207478, -0.0014084066968449718, -0.0013322819966382965, -0.001259572991991575, -0.0011892520722480038, -0.0011213794678921981, -0.001056812046228547, -0.000995428016968182, -0.0009363928323742388, -0.0008797242359429751, -0.0008260532216065337, -0.0007746670933811033, -0.000725556946398303, -0.0006787045708327888, -0.0006345564977950664, -0.000592539127292589, -0.0005526168628582681, -0.0005151280303401908, -0.00047923744576093286, -0.00044562921070701115, -0.00041356953786242075, -0.00038335164438785865, -0.0003551710597605559, -0.0003284276981594561, -0.0003033348011238873, -0.0002798251732941622, -0.00025764617410619603, -0.0002371145517912513, -0.00021780599126215301, -0.00019969282054032957, -0.00018300174769948365, -0.00016727294426540512, -0.00015282616044885055, -0.00013926867583220225, -0.00012676717845282312, -0.00011517390216175786, -0.00010452015685319475, -9.46764455777023e-05, -8.560142321710788e-05, -7.725346382539826e-05, -6.959101557348223e-05, -6.257291556695794e-05, -5.615866554852229e-05, -5.0308669896325024e-05, -4.495360419466326e-05, -4.012127671859507e-05, -3.5716940188360706e-05, -3.171457927631771e-05, -2.810730827520333e-05, -2.4862607128808375e-05, -2.193487817394968e-05, -1.9300688155259828e-05, -1.694882314210798e-05, -1.4842981647422945e-05, -1.2927410023513968e-05], 'MSE': 19409.926415598213, 'R_2': 0.8592119870942087, 'U_norm': [-183.56528870784322, -40.04534709670927, -0.01097743870185271, 0.055173651084697656, 0.037599180463142354, 0.05179315444112685, 27.391786565937036, 79.81504221367864, 84.97811701327215, 45.6801742893714, -0.2506728883974702, -0.09588723763047223, -0.09807858852625291, -0.09700684957688992, -0.08820487974565512, -0.07762466721316323, -0.05882172577802251, -0.07727166175713844, -6.982323910586924, -5.939477847426763, -0.12748751384461093, 0.010932880553069875, 0.021758169748921245, 0.028027203786580586, 0.031365037939651993, 0.0330731683378688, 0.03409431142886995, 0.0326825987852968, 0.03143446473990402, 0.03052435396072255, 0.028541700010660358, 0.02716318837668117, 0.025171120406215736, 0.022345884068547567, 0.020569201988255993, 0.018254903349795147, 0.016237877890118227, 0.014273539233491556, 0.012450392789225755, 0.010887707530225398, 0.009445897564144622, 0.008108446749071387, 0.0069384654742085565, 0.005969360598711817, 0.005132117909747588, 0.004439670432167373, 0.003862757510468797, 0.0033677429875328883, 0.0029413305262809717, 0.002584056177220056, 0.0022719639127950445, 0.0019937350856916885, 0.0017405612804917072, 0.0015059754452810472, 0.0012855228256053075, 0.0010766514153389285, 0.0008778752615106489, 0.0006888893580162482, 0.0005100112265482783, 0.00034195088198264246, 0.00018558609148865653, 4.1790725482067946e-05, -8.868706119199423e-05, -0.00020530266512357458, -0.00030775613048850234, -0.0003960042079906817, -0.0004702508436335906, -0.0005309228666502943, -0.0005786366696336888, -0.0006141605808799547, -0.0006383765319827966, -0.0006522436058993687, -0.0006567651580739364, -0.0006529604664090675, -0.0006418412839477635, -0.0006243932392696308, -0.0006015617374956268, -0.0005742418353441246, -0.0005432714787691387, -0.0005094274753440187, -0.00047342360673791685, -0.0004359103515523284, -0.0003974757714610983, -0.0003586472009872062, -0.0003198934665091093, -0.00028162743443797773, -0.00024420875135138865, -0.00020794668775428533, -0.00017310303381336988, -0.00013989501991751958, -0.00010849825012870744, -7.904964436668914e-05, -5.165038740975893e-05, -2.6368880732319204e-05, -3.2436902167421195e-06, 1.7713521986209303e-05, 3.651509784837474e-05, 5.3194535644668254e-05, 6.780371686633568e-05, 8.041023024212545e-05, 9.109481593779459e-05, 9.99489497669605e-05, 0.00010707258436684725, 0.00011257206083714196, 0.00011655819967414098, 0.0001191445759227106, 0.00012044597955138035, 0.00012057705884427838, 0.00011965114132717386, 0.00011777922476532523, 0.00011506912774534937, 0.00011162478856138547, 0.0001075456989957081, 0.00010292646031157238, 9.785644789621197e-05, 9.241957197653558e-05, 8.669412242974338e-05, 8.075268637179981e-05, 7.466212895384968e-05, 6.848362822014415e-05, 6.227275656519735e-05, 5.60796015064294e-05, 4.994891967586811e-05, 4.3920318677659287e-05, 3.802846163142152e-05, 3.230329053638826e-05, 2.6770264638840667e-05, 2.145061070656209e-05, 1.6361582061496052e-05, 1.151672355500509e-05, 6.9261403214050635e-06, 2.5967672459926806e-06, -1.4673622287557394e-06, -5.264850433843379e-06, -8.796674432038093e-06, -1.2065931107065368e-05, -1.5077589748992549e-05, -1.783825328877227e-05, -2.0355929200277097e-05, -2.2639810738216678e-05, -2.470006926432962e-05, -2.6547657833424112e-05, -2.8194126403773545e-05, -2.965144864495358e-05, -3.093186030052668e-05, -3.20477094076453e-05, -3.3011318088948986e-05, -3.383485648092329e-05, -3.453022910078002e-05, -3.510897433424583e-05]}, 'iteration_40': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24812.633332374862, -5632.598929407153, -1.2608776809708637, 8.916635443012495, 6.883185670356809, -5.2530178396591145, 4135.792621778119, 10926.44115608015, 11389.338924959735, 5916.941938789882, -9.742018414480595, -12.900745872989111, -13.103041296905163, -13.170921976685966, -12.232522902906316, -11.109494364829866, -8.815634375664985, -2.19883609363256, -1015.3171303395862, -761.6919690377919, -4.678205306088129, 0.5195527613673352, 1.9899909745775868, 3.082811813430288, 3.7862034926007677, 4.2487664753596945, 4.570960271828887, 4.504404403909376, 4.421023243631663, 4.318334409413037, 4.036206536185046, 3.834367959948049, 3.573065841486691, 3.0801846950074276, 2.7835692038455293, 2.473138863691112, 2.1890067087549796, 1.922080193745752, 1.6823771535576133, 1.4819451206936718, 1.299613784551967, 1.1304573061536456, 0.9821247820677579, 0.8575279499546726, 0.7468895505915744, 0.6523798212978293, 0.5703674802118007, 0.4969616326576312, 0.4314688317016879, 0.37444405656869495, 0.32340719782320976, 0.27737293766266496, 0.23555028733382263, 0.19732218831036946, 0.16221993041402946, 0.1299100680350096, 0.10014705624743486, 0.07277296495281936, 0.047684832782456825, 0.02481836478173531, 0.004132225861116557, -0.014404684114759746, -0.030823051189670048, -0.0451602704503111, -0.05746516564635711, -0.06780065156549728, -0.07624470623708003, -0.08289001632160589, -0.08784263668114053, -0.0912199706200877, -0.09314833545177308, -0.0937603332867277, -0.09319220259962557, -0.09158128399447528, -0.08906369583312714, -0.085772282327783, -0.08183486924013801, -0.0773728400996758, -0.07250002886211587, -0.06732191224823295, -0.06193507668313952, -0.05642692931594145, -0.05087562040591815, -0.04535014391317007, -0.039910584317040136, -0.03460847970506203, -0.029487273889676098, -0.02458283317012188, -0.0199240064180548, -0.015533210197741362, -0.011427023471594399, -0.007616779192940688, -0.004109142560879292, -0.0009066678937340157, 0.0019916718666247984, 0.004589987301778996, 0.006895009237996658, 0.00891566163134466, 0.010662671277786681, 0.0121482142211166, 0.013385597911944536, 0.014388977744388064, 0.015173106095394653, 0.015753111736709652, 0.01614430727324866, 0.016362022203919305, 0.0164214592113443, 0.016337571385505362, 0.016124958256370375, 0.015797778630515572, 0.015369678421939398, 0.014853731769012155, 0.014262393884843348, 0.013607464348882272, 0.01290005957343497, 0.012150593504142462, 0.01136876557118965, 0.010563555225002163, 0.00974322232915213, 0.008915312916027027, 0.008086669788384456, 0.007263447491886137, 0.0064511312119475235, 0.005654559123161457, 0.004877947766631589, 0.004124920022803505, 0.0033985352841656748, 0.0027013213866569417, 0.0020353079066834307, 0.0014020604214877409, 0.0008027153115240381, 0.00023801475824001783, -0.0002916584414620344, -0.0007862465234953667, -0.0012459831763097257, -0.0016713609302531822, -0.0020630997387613634, -0.002422116900072764, -0.0027494984335809246, -0.0030464719987633912, -0.003314381391941864, -0.003554662625743399, -0.0037688215574922398, -0.00395841304246368, -0.00412502152603468, -0.004270243054631409, -0.00439566865616533, -0.0045028690954058165, -0.004593381031297144, -0.004668694664262013], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [133.73769131069088, 8934.89379501963, 3090.6631903595585, 641.4968604503443, -170.6030622973337, -382.47689546539385, -390.49736068750985, -337.2074185971167, -272.4424531052743, -212.48982821863635, -161.66248092057896, -120.10343842848731, -86.90697932333714, -60.5079353551097, -39.882586857976676, -23.78791142504338, -11.360100743885825, -1.9331397412215188, 5.184058180950246, 10.472785482460813, 14.325351493544156, 17.043913420570995, 18.918333288979355, 20.123651570937447, 20.8351720294898, 21.169133802640516, 21.223690619430673, 21.07464556687208, 20.778022259662897, 20.37911350315763, 19.908920101988457, 19.39504798245344, 18.853313969010145, 18.30030221711989, 17.742993197898745, 17.18853700894897, 16.641999168212212, 16.10687062686637, 15.585466507980016, 15.076905892988869, 14.586778009800968, 14.110898170023711, 13.65162172037477, 13.20686909611884, 12.778372971743488, 12.363983762549612, 11.963448149571276, 11.576450487220628, 11.20406590268312, 10.842970659420727, 10.494278305629551, 10.157582749442929, 9.831321307889379, 9.516363752431513, 9.212300654312468, 8.916759207874465, 8.627779505536902, 8.354411368819623, 8.086158509222232, 7.8313091209538275, 7.573661398949659, 7.336280965420376, 7.096522743504426, 6.868674081182434, 6.645661271373267, 6.433515172880553, 6.225836895103128, 6.022727528383301, 5.824260832182813, 5.630485921117373, 5.446042359997335, 5.265880010308369, 5.090020701453324, 4.922457519245241, 4.755013669406766, 4.595474203116608, 4.4398417540535045, 4.288095677269847, 4.140205271279117, 3.9961310600272837, 3.8558259706587377, 3.7219599574382567, 3.5889010164211896, 3.4594408625202036, 3.333511588715662, 3.213300431748187, 3.0941144753352865, 2.978244633488728, 2.8656139382868986, 2.756144526789168, 2.647966075334982, 2.544663949679121, 2.442649170906417, 2.345185916776223, 2.247501794439792, 2.1541951419429055, 2.063619966198745, 1.974391377586136, 1.8866012993331651, 1.8027048323586528, 1.7201794157816515, 1.6390929251609583, 1.5605400795375295, 1.4844300026661588, 1.4097265671931603, 1.337377242525434, 1.266427817529684, 1.1969086640155953, 1.1296357009025009, 1.0637638907382039, 0.9993092821352013, 0.9369751360828144, 0.8760138848614347, 0.8164310005672023, 0.7582278883867676, 0.7019811746301917, 0.6465020428251029, 0.5929167302591394, 0.5401324177490436, 0.48917300039933376, 0.4390343017271061, 0.3906472808005533, 0.34308949461725924, 0.2968034544261419, 0.25176805224066223, 0.20759211867522961, 0.16465467440371692, 0.12293016481710428, 0.08207057412938068, 0.04240051086346446, 0.003891818968664984, -0.03404546253287995, -0.07055891072255155, -0.10648454489480864, -0.14129281045429223, -0.1752490822689736, -0.2083527406971402, -0.240605252078184, -0.2720099619736897, -0.3023780289588999, -0.3321126570143242, -0.3610185386039629, -0.3891047406553393, -0.4165417935178751, -0.44316528903014457, -0.4689880056802238, -0.49402333593134484, -0.5184174659155792, -0.5421658447004523, -0.5652658740036427, -0.5876026677711378, -0.6093022166698728, -0.630366082587405, -0.6507971756051638, -0.6702264257523869, -0.6893354102339, -0.7083403510363243, -0.7263716968380148, -0.7434892951272489, -0.76046780232345, -0.7765659749231144, -0.7924833526060796, -0.8081670104759413, -0.8224156204160122, -0.8364684800045994, -0.8502813914599626, -0.8633271545581636, -0.8761133667187923, -0.8886053073801715, -0.8999569860724161, -0.9114381888760874, -0.922228734956216, -0.9323721063469161, -0.9422268517427507, -0.9517709749545002, -0.9609851652052313, -0.9695930306697722, -0.9776332873949503, -0.9853680482512435, -0.9927836090732105, -0.999868312423639, -1.0064322131594114, -1.012675671555619, -1.0185907928984368, -1.0241712988665983, -1.0292839134123835, -1.034076854631361, -1.0385465454584974, -1.0425946006078224, -1.0464218791339104, -1.0498449653258752, -1.052959412673414, -1.055765651949999, -1.0582649596668146, -1.060415370885734, -1.0623149137662615, -1.0638853093112772, -1.0651970585565096, -1.0662003049479474, -1.0669406489676405, -1.0673936418700567, -1.0675824571300236, -1.067505248840305, -1.0671650782986175, -1.0665673268478268, -1.065735447484282, -1.064646245150003, -1.0633193277564787, -1.0617339458293595, -1.059949192377994, -1.0579139816275664, -1.0556635270579184, -1.0532053349793156, -1.0505053690958666, -1.047608018053261, -1.044521026738123, -1.0412043500556993, -1.037709589552552, -1.034044461409193, -1.0301640271060246, -1.0261253963538897, -1.0218810523900614, -1.0174349660236337, -1.0128486535664636, -1.0080715757846659, -1.0031673325982597, -0.9980836711902138, -0.9928257284546135, -0.9873988822159095, -0.9818696783421551, -0.9761835869041506, -0.9702846921342214, -0.9643634925650629, -0.9582411288027161, -0.9519850996593368, -0.9456013656441248, -0.9390959003639594, -0.9324746695836922, -0.9257436121939013, -0.918847150748891, -0.9119143085998815, -0.9048282311742816, -0.8975955690370546, -0.8903435939741116, -0.8829570784549126, -0.8754427500312707, -0.8679253037004765, -0.860233186595041, -0.8524904913824074, -0.8446448763970388, -0.8367597837785161, -0.8287274509629264, -0.820667431773431, -0.8125291927781492, -0.8043189612221844, -0.7960428559498205, -0.7877068755428562, -0.7793168879534466, -0.7708786215548584, -0.762397657529297, -0.7538290710136729, -0.7452298978108731, -0.7365563318544679, -0.7278636851841126, -0.719109262503303, -0.7103465979376711, -0.7014880845915427, -0.692678204412035, -0.6836960805204275, -0.6748610623307956, -0.6657394824541406, -0.6567736019635414, -0.647960096563523, -0.6388867293306458, -0.6299731972918904, -0.6208213636295227, -0.611835970298085, -0.6026329126303528, -0.5936020279701819, -0.5847388424553883, -0.5756799777860253, -0.5664415977304142, -0.5573844565670298, -0.5481653293960927, -0.539130622832126, -0.5299503695665738, -0.5209569289488267, -0.5118332969520356, -0.5028981257438193, -0.493847053501813, -0.4846932012465411, -0.4757351147071537, -0.46668679315512085, -0.45783385485784184, -0.448902226422109, -0.43990325143764225, -0.43110374835412074, -0.42199666800095054, -0.41334266326063906, -0.40440126067423365, -0.3956654006586687, -0.3868999059876483, -0.3781136426604899, -0.36931509005192364, -0.3607245041076899, -0.35212721705456246, -0.3435307523324764, -0.334942265675679, -0.32636854792614334, -0.3180037705234863, -0.3094738382069171, -0.3011555291567899, -0.2928667233500731, -0.28461271645265046, -0.2762330184653803, -0.26806743183711956, -0.259950573793089, -0.25188651720929117, -0.24387905243246982, -0.23578648089400678, -0.22790627497405358, -0.2199546884524807, -0.21221342587205247, -0.2044131988715423, -0.19669372432361865, -0.18905684627988123, -0.18150421036840675, -0.17392039149440627, -0.16642993796265787, -0.15903371140572214, -0.15162498129204457, -0.14431772434283596, -0.1371121242379702, -0.13000824530503202, -0.12281435287362938, -0.11582593115628874, -0.10885344646374516, -0.10190412376045557, -0.09506997282180941, -0.0882670847243804, -0.08158184165998603, -0.07493482143628508, -0.06840707999792547, -0.061850084501674764, -0.05541763102064649, -0.04903852354818028, -0.042783808547553925, -0.03652131869186276, -0.03038646178150702, -0.02425460874336383, -0.018252602068552167, -0.012263010400450027, -0.006404556308719246, -0.0006203638184238893, 0.005139612190935808, 0.010818330570574658, 0.01641441684568803, 0.02192669798100697, 0.027399818049247234, 0.0327402394492732, 0.038079873409480075, 0.0433272332715641, 0.048482237826032275, 0.053583517283767104, 0.05859007854131332, 0.06353835155978158, 0.06842517515490454, 0.07321407643993776, 0.07797087623053986, 0.08262714025264738, 0.08721435514658893, 0.0917306418279789, 0.0961743567536241, 0.10054407884723375, 0.10486478797091124, 0.10908214932188486, 0.1132468309058359, 0.11733207131668814, 0.12136005206957025, 0.12530625603034964, 0.12919158873945955, 0.13299362163077183, 0.13675143667482534, 0.14040500686632312, 0.14404683969187493, 0.1475657479074302, 0.15095012870683522, 0.1543661662784655, 0.1578013850325161, 0.16095042862225925, 0.16412009874159347, 0.1672994986940775, 0.17034859986077114, 0.17339855265055548, 0.17632094337967086, 0.17912235722661873, 0.18191847772818162, 0.18459648505019058, 0.18726282153900634, 0.18991022863065082, 0.1924404073818558, 0.1948595354269681, 0.19725712229503142, 0.19962735549008406, 0.2018887539811352, 0.20411975114806555, 0.2063155797397083, 0.20840612803266995, 0.21039709113045557, 0.2124130234532805, 0.2142714694377856, 0.21614778191249448, 0.21792836103335736, 0.21966685076697756, 0.22136059459712107, 0.22296393322477487, 0.22452287467950569, 0.2260353761760544, 0.22749964930972266, 0.22887982225626458, 0.23021300342225332, 0.2314978820104311, 0.2327333541641862, 0.23389183025947996, 0.23502770281982074, 0.23608864169902374, 0.23710074684766114, 0.23806359072790328, 0.23897688940762488, 0.23984049251779818, 0.24065437345135549, 0.24141861984884927, 0.24213342440746824, 0.2427990760420401, 0.24341595141957353, 0.24398450688260825, 0.24450527077111717, 0.24497883614790025, 0.24541287157183483, 0.24579314705842112, 0.2461336206202674, 0.2464281891581665, 0.24667779517204055, 0.24688340430693625, 0.24704600091595544, 0.2471681044004622, 0.24724793183267152, 0.2472868691632935, 0.24728461885567798, 0.2472423932332682, 0.24716000936223123, 0.2470390599590642, 0.24688080147294056, 0.24668091475139148, 0.24644771248568229, 0.24617295077769677, 0.24586751967036405, 0.2455209059377264, 0.24514164981166822, 0.24472615827310923, 0.24427487016922736, 0.24379377370873323, 0.24327846428958919, 0.24272952499312458, 0.24214759266904667, 0.24153335176489932, 0.24088752845544592, 0.24021760072169493, 0.2395110848131203, 0.23877534786040427, 0.23801123112388026, 0.23721959299135353, 0.2363939477613279, 0.23554979873171428, 0.23467324718238602, 0.23376496761057064, 0.23284102521919164, 0.23188708364068658, 0.23090391913513383, 0.22990014778460022, 0.228868880104716, 0.22781882258739256, 0.2267430422876831, 0.22564242740081678, 0.2245257474036902, 0.22337818970326773, 0.22221639192654102, 0.2210334110428911, 0.21983017105891578, 0.21859982447570295, 0.21735887201054557, 0.21609272915329167, 0.2148100913546314, 0.21351187123581422, 0.21219140500978978, 0.2108572483355554, 0.20950282605216827, 0.20813657269458272, 0.2067520051284855, 0.20535014633158927, 0.2039320117173609, 0.2024843427835214, 0.2010650454684279, 0.19958994055888712, 0.1981304441019482, 0.19661823309732684, 0.1951232014987111, 0.19364531586584863, 0.19211851463737875, 0.1906102742377951, 0.18905610069014006, 0.1874583090468416, 0.1859445115095581, 0.18432650149113158, 0.18273100954225524, 0.18115771466703026, 0.17954704429149942, 0.17795956555328957, 0.17633736627816318, 0.17468260332244057, 0.1730531644338332, 0.1714485494068762, 0.169760157292433, 0.16815212301083116, 0.1664643387900297, 0.16480425335924767, 0.1631206206759611, 0.16146506877548364, 0.15978800170893848, 0.15809122721592284, 0.15642373447959088, 0.15469196154212345, 0.15303677131081467, 0.15132062593492138, 0.14963545087754415, 0.1479372355471597, 0.1462274903484062, 0.14450767912028303, 0.14277921777942296, 0.14108345795440913, 0.1393801916620799, 0.13767070506217632, 0.13595623643112256, 0.13423797586017175, 0.13251706516895093, 0.13079459801621623, 0.1291064333831475, 0.127383234557182, 0.12569490324690374, 0.12397481783063363, 0.12225795750973661, 0.12057653072813629, 0.11886786708615742, 0.11716475928772815, 0.11546789699978594, 0.11377792991005087, 0.11206726377310619, 0.11039348662232908, 0.10870131668141218, 0.10701942685452559, 0.10534825134864047, 0.10368819224888588, 0.10201492259395578, 0.10035457748915548, 0.09868383564545345, 0.09702761093773626, 0.09538609469216831, 0.09373742946338705, 0.09210479062432606, 0.09046724657363638, 0.08884685865737525, 0.08722359094832996, 0.08561843328389344, 0.08401221482899082, 0.0824062266780618, 0.0808199163837866, 0.07923534397825276, 0.07765362610725993, 0.07607581724614124, 0.0745194410467162, 0.07295196651829765, 0.07140694445643458, 0.0698686893500392, 0.0683230264092586, 0.06680099631274722, 0.0652879435319609, 0.06377063571440149, 0.06227775970983787, 0.06078245472386788, 0.059299076776001644, 0.05782806863024478, 0.05635763634504692, 0.054900970958085674, 0.053458381695001195, 0.05201886857517646, 0.05059453785702393, 0.04917488797018156, 0.04776092626007365, 0.04636373186115059, 0.04497350918880004, 0.04359109554936327, 0.04222661765492608, 0.04086185140333169, 0.03951592190140352, 0.03817150479068829, 0.03684664087776319, 0.035524869058363426, 0.03421527556851342, 0.032918292321426575, 0.031634310197822216, 0.03035639730258533, 0.02909255768004297, 0.02783617360589181, 0.026594744134487393, 0.025361955034567975, 0.024138514359192773, 0.022925075144507128, 0.021740112433589916, 0.02056527695392416, 0.01936737454433413, 0.018204416580232665, 0.017021895037262116, 0.015874397079799502, 0.014760372864299364, 0.013629921887008766, 0.012532901747792598, 0.011422240016461648, 0.010344813202190894, 0.009256248923910467, 0.008200589115715202, 0.007176368077811438, 0.006103935104037971, 0.005102842134629548, 0.0040578536512462906, 0.0030812473037197035, 0.002064715423760765, 0.001080230758487296, 0.00012632757760825257, -0.0008297504971748239, -0.0017863790014153093, -0.0027126365130084656, -0.0036383852611938583, -0.004562226528778245, -0.005456209222574201, -0.00634750594815437, -0.007209978021438963, -0.008093234133864511, -0.008923791747883603, -0.009773033080794292, -0.010615885408817331, -0.011430413516406664, -0.012238319857000293, -0.013019140347983807, -0.013812180983271109, -0.01457805389240575, -0.015335779824835012, -0.016084758627893037, -0.016824443362956094, -0.01755433808474086, -0.018258626080569208, -0.018968197125143117, -0.019652464593730948, -0.02034022037288093, -0.021003082913616043, -0.021655062772616203, -0.022308243138545566, -0.02293729920687513, -0.023554846297980582, -0.024171738872068763, -0.02477601808501629, -0.025357445442925727, -0.02593674296916634, -0.026503312406729918, -0.027057162278750373, -0.027607012970275964, -0.02813518027241157, -0.02865878794031335, -0.029169250921931917, -0.029674069823162442, -0.030158314196854618, -0.030636603118042432, -0.031108238827813803, -0.03156635794896112, -0.03201118192806526, -0.03244864186926969, -0.032872765542186835, -0.03328902817321916, -0.03369200724241499, -0.03408674816003054, -0.03447288393734099, -0.03484575543127502, -0.03520981928334452, -0.03556480943021412, -0.03590674802895551, -0.03623955271148556, -0.036563041702153715, -0.0368770637760068, -0.03718149641506424, -0.0374762439965846, -0.037758489241215894, -0.03803382587635942, -0.03829932908363287, -0.03855499375097798, -0.03880083335312889, -0.03903687847119823, -0.03926317537972243, -0.03948160997703714, -0.03969020566533127, -0.03988906164418508, -0.04007978644468016, -0.04026079942032457, -0.04043354171088796, -0.04059667243663678, -0.04075147507434124, -0.040896827256762254, -0.041033864296562916, -0.04116253609561849, -0.04128281422501104, -0.04139469038608012, -0.04149751926652748, -0.04159270643680975, -0.04167956994450148, -0.04175770335044242, -0.04182816464616567, -0.041890861594735235, -0.04194513463492397, -0.04199173901124129, -0.04203044411473618, -0.042061527618425604, -0.042084883928964124, -0.042100723027238066, -0.042109074885648856, -0.042109985137632484, -0.04210341202939868, -0.042089733881256, -0.04206943683220526, -0.04204149267605463, -0.04200544549094978, -0.04196503306963164, -0.04191453430073503, -0.0418605719983591, -0.041798680447597394, -0.04172857755222914, -0.04165327063116275, -0.04156972850222536, -0.041481399971501826, -0.04138867196264563, -0.041287950242485716, -0.04117911991726781, -0.04106634853155085, -0.040945608678051595, -0.040821358668073196, -0.04068931755311361, -0.04055419109631121, -0.04041148085303604, -0.040266100374615574, -0.040113366965844124, -0.03995333102296029, -0.039786063969189434, -0.0396168138690479, -0.039445839563109174, -0.03926288162947323, -0.03907850513679285, -0.03889294235068219, -0.03869571950892553, -0.038497632405090396, -0.038293506476152615, -0.03808349469969201, -0.03787315542063918, -0.03765186889087903, -0.03743059806248952, -0.03720950751324335, -0.03697798663700997, -0.03674161334618968, -0.036505921920198234, -0.03626038610371515, -0.03601586685315643, -0.03576720153541787, -0.0355145768252209, -0.035258180402751735, -0.03499820035406622, -0.03473482461505639, -0.0344682404585854, -0.03419356794807703, -0.03392116639831901, -0.03364611150710596, -0.03336858346126558, -0.03308387481143494, -0.03279714358275948, -0.03251334962461362, -0.032223043133816, -0.031926547231405554, -0.031633438725053205, -0.03133457325016375, -0.03103478744516502, -0.030734233346004978, -0.03042865806754711, -0.030122719893742395, -0.02981227483782124, -0.029501857144101223, -0.029191595622906765, -0.028877510945798223, -0.02856394454331962, -0.028247028056482507, -0.02792705199525677, -0.0276081605672357, -0.02728665310109392, -0.026966539876032886, -0.02664423175241762, -0.02631999204511369, -0.02599407813542561, -0.025670230475062044, -0.025341653300850545, -0.025015502273371786, -0.024688519380726966, -0.024360929035500637, -0.024032948600166727, -0.02370166302142703, -0.0233735853437283, -0.02304572602237652, -0.02271532603099447, -0.022385630615584642, -0.022056811912272285, -0.02172903471463374, -0.02139974072577142, -0.02107190895958951, -0.02074568064672749, -0.02041864235902902, -0.020091085999006757, -0.019765730759908676, -0.019442685910620334, -0.019117392359199552, -0.018794817704025333, -0.01847282116587971, -0.018151635617804775, -0.017831483697042638, -0.0175125778630306, -0.017197144081688338, -0.01688127862115431, -0.016567237282680558, -0.016255192967272323, -0.01594347685999664, -0.01563416748902501, -0.015327407499894913, -0.015021634988894769, -0.014718758537993412, -0.01441728419861092, -0.014117445776361015, -0.013819464684159188, -0.013527995473413105, -0.013235663443606058, -0.012937296697758546, -0.012661013372176715, -0.012365646279934394, -0.012091748645995274, -0.011800437642300748, -0.011529957386879022, -0.011255392530968321, -0.010977495052346456, -0.0107191064011852, -0.01044670851761102, -0.01018277822728093, -0.009926979758945773, -0.009669233202234477, -0.009419597334306003, -0.009168599023961261, -0.008916809458235227, -0.008673322084985249, -0.008429525580041114, -0.008193906901312413, -0.007966124831430563, -0.00773093424998186, -0.007503955675534989, -0.007284835886413265, -0.007059840223518128, -0.006849445636979392, -0.006633927215134654, -0.006426313227556484, -0.006220478975611528, -0.006016732863134869, -0.005820700075433405, -0.0056268910371675045, -0.005435562570006246, -0.005251692269207655, -0.005070375862372407, -0.00489182356194266, -0.004716226857262717, -0.004543758933830509, -0.00437842752130115, -0.004212501014560983, -0.004053653562030422, -0.003898151941766439, -0.003746099970132207, -0.0035975867326601043, -0.003452687205719317, -0.003311462897298614, -0.003176649415000954, -0.003042783960884831, -0.002912708431903466, -0.002786437020162619, -0.0026639737568247184, -0.0025453131698731837, -0.0024304409321084415, -0.0023193344968652184, -0.0022119637192768954, -0.0021065806726210485, -0.0020066516561822035, -0.0019087878867399578, -0.0018131811366162494, -0.0017227461722570455, -0.0016345749553385422, -0.0015500329475790261, -0.001469029953895359, -0.0013903826967385463, -0.001315214093399873, -0.0012434198159613516, -0.0011739850288048608, -0.0011069690832657942, -0.0010432178863308025, -0.000982611023782713, -0.0009243243815699436, -0.0008683753714887475, -0.0008153868525532699, -0.0007646550738495824, -0.0007161711474484623, -0.0006699170016479363, -0.0006263333629602163, -0.0005848538669536647, -0.0005454432914558431, -0.0005084355389103687, -0.0004730060688673829, -0.0004398301243056422, -0.00040818328907275624, -0.0003783549477855557, -0.0003505380430279522, -0.0003241401764958326, -0.00029937178670972963, -0.00027616649684515155, -0.0002542748932381008, -0.00023400957543478118, -0.00021495169021668275, -0.00019707389183091858, -0.0001805999061478613, -0.0001650758535121025, -0.00015081729266065998, -0.0001374365921764615, -0.0001250982428070893, -0.00011365638290649398, -0.00010314189155609991, -9.342694421494177e-05, -8.447071902075573e-05, -7.623211864176586e-05, -6.867012053343105e-05, -6.174408757544215e-05, -5.541404009112498e-05, -4.9640890645516274e-05, -4.4356215304229584e-05, -3.958744716938367e-05, -3.524107636220504e-05, -3.129142259595837e-05, -2.7731683858423065e-05, -2.452976206346847e-05, -2.16406550561464e-05, -1.9041233777701044e-05, -1.672042772743248e-05, -1.464241071502269e-05, -1.2752162581005734e-05], 'MSE': 19197.436281150487, 'R_2': 0.8607532636117198, 'U_norm': [-185.5320900376708, -42.116765186439586, -0.009427990503819116, 0.06667256907744515, 0.051467807001056264, -0.0392785145269321, 30.92465998277139, 81.70053686789184, 85.16177330271825, 44.24288989524048, -0.07284422469040153, -0.09646305222015866, -0.09797568057771515, -0.09848324639002569, -0.09146653280241193, -0.08306928495490458, -0.06591735140788127, -0.01644140912563392, -7.591854791049864, -5.695417374185029, -0.034980455175282206, 0.0038848641500518603, 0.01487980657771416, 0.02305118168140036, 0.028310668919352276, 0.03176940205000096, 0.034178549344258735, 0.03368088957901059, 0.033057421657292446, 0.0322895840085873, 0.03018002258974444, 0.028670810230143045, 0.026716969719948126, 0.023031537866685468, 0.020813647839631653, 0.01849245971548338, 0.016367911633622757, 0.014372015690102853, 0.01257967847870085, 0.011080983299127704, 0.009717632887239204, 0.008452795150742138, 0.007343664860314239, 0.006412014020826299, 0.005584734900658304, 0.004878055066644704, 0.004264822249041266, 0.0037159429690681147, 0.0032262320995683023, 0.0027998393998241774, 0.0024182202888992444, 0.002074007226685493, 0.001761285734271365, 0.0014754418653445572, 0.0012129709222039983, 0.0009713796241055583, 0.0007488319521678272, 0.0005441470119303322, 0.0003565549279157984, 0.0001855749459395231, 3.0897990158922416e-05, -0.00010770848520365488, -0.00023047392962906673, -0.0003376779582834687, -0.0004296856421449867, -0.000506967415443551, -0.0005701063451421973, -0.000619795479399536, -0.0006568278247439, -0.0006820812436799085, -0.0006965002516419096, -0.0007010763575270318, -0.0006968282605040099, -0.0006847829007193177, -0.0006659580792192325, -0.0006413471151734319, -0.000611905803172932, -0.0005785417671534744, -0.0005421061804443465, -0.0005033877266243329, -0.00046310861365420693, -0.0004219224130771664, -0.0003804134796751836, -0.0003390977036178323, -0.0002984243560035079, -0.00025877880379300745, -0.00022048589043254207, -0.0001838137998496575, -0.0001489782443946618, -0.00011614683997369915, -8.544355285451328e-05, -5.695312319704011e-05, -3.072538885213573e-05, -6.77944928461265e-06, 1.4892375151572057e-05, 3.432082060529603e-05, 5.155621564299838e-05, 6.66652875724305e-05, 7.972824411874148e-05, 9.083612950215609e-05, 0.00010008844783784405, 0.0001075910435890173, 0.00011345422505272052, 0.0001177911149517223, 0.00012071621058890284, 0.00012234413558898848, 0.00012278856533029915, 0.00012216130890619736, 0.00012057153172739246, 0.00011812510377315425, 0.00011492405995895066, 0.00011106615984882276, 0.00010664453510232141, 0.00010174741499392418, 9.645792053627142e-05, 9.085392017139567e-05, 8.500793967801111e-05, 7.898712131315026e-05, 7.285322675004771e-05, 6.666268011513879e-05, 6.0466647259315996e-05, 5.431114771241136e-05, 4.8237195981057106e-05, 4.228096866255964e-05, 3.647399419943495e-05, 3.0843362041320354e-05, 2.5411948256024837e-05, 2.0198654290997513e-05, 1.521865594589961e-05, 1.0483659548473285e-05, 6.0021621831639945e-06, 1.779713380863266e-06, -2.180824562098252e-06, -5.879019724948564e-06, -9.316619471859715e-06, -1.2497306611651737e-05, -1.542646446917582e-05, -1.811095198024486e-05, -2.0558889663354663e-05, -2.2779457125750962e-05, -2.4782702367450937e-05, -2.6579362919632735e-05, -2.8180698564880605e-05, -2.9598335459317002e-05, -3.084412101383138e-05, -3.19299893841128e-05, -3.2867837200791646e-05, -3.366940958042671e-05, -3.434619661928416e-05, -3.4909341028228064e-05]}, 'iteration_41': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24880.892848744228, -5869.786270004201, 0.47153224644498204, 2.1212406438997617, 0.3160683479365913, 7.084458049372949, 4566.798790578044, 11090.139799881259, 11328.589059985576, 5689.535655397551, 5.373724513725971, -13.956506239725298, -12.576677729441547, -11.63574082811696, -10.078029308478385, -8.79026228612789, -6.6874348122799, -6.0700431945846, -1091.4424315460676, -721.6731678890999, 11.591384325980536, 0.15679840267375206, 1.2291315282145012, 2.3015778995635614, 3.1141740080968905, 3.766500995230418, 4.303155112459571, 4.431505865761891, 4.520607846559579, 4.520097864995768, 4.289514453414195, 4.002044569655796, 3.759839336008957, 3.2056934831994908, 2.9146104871950795, 2.570687926742923, 2.2474610078647834, 1.9526833283369773, 1.6974767778097934, 1.4909973973350652, 1.3102357731018996, 1.1470047118539153, 1.0072979153856807, 0.8910792234056814, 0.786882487899961, 0.6962109041642568, 0.6149819246661314, 0.5392115395213857, 0.4689839025528877, 0.4053479548058301, 0.34653830596644475, 0.29225504611881525, 0.24230802024710094, 0.19655847647414362, 0.154879635790909, 0.11713887737347135, 0.08317905016171888, 0.052825918623625845, 0.025887530717804103, 0.00216134914631169, -0.01855897596435042, -0.03647758666646088, -0.05179185024537469, -0.06468949808950121, -0.0753474022950549, -0.08393171864478963, -0.09059902049081171, -0.09549802108164188, -0.09877151010489173, -0.1005581934161581, -0.10099420659361343, -0.10021415875792909, -0.09835164349367019, -0.09553922236298518, -0.091907938767827, -0.08758645628104221, -0.08269993531259341, -0.07736876802333788, -0.07170728585090581, -0.06582254029600605, -0.05981323825902202, -0.05376889132549079, -0.04776921596667719, -0.041883800686062164, -0.03617203760203691, -0.03068330090908928, -0.025457343106357954, -0.02052487224752284, -0.01590826919795904, -0.011622402960437124, -0.007675503473379497, -0.0040700549678159255, -0.0008036778442188379, 0.002130027240815396, 0.004740693214039822, 0.0070404725535946075, 0.009043404005350537, 0.01076486380463296, 0.012221100988686296, 0.013428853173914942, 0.01440503663210909, 0.015166502927256681, 0.015729853254292856, 0.016111301481342353, 0.016326576921773472, 0.016390858472257255, 0.01631873263898276, 0.01612416899783154, 0.015820507744272665, 0.015420455126593182, 0.014936083537956875, 0.014378833962731409, 0.013759519215000954, 0.013088327186155475, 0.012374823698594706, 0.01162795506329121, 0.010856050673194879, 0.01006682609892883, 0.009267387290613213, 0.008464236442312896, 0.0076632800099667685, 0.006869839306388779, 0.006088663858583565, 0.0053239476563353835, 0.004579348244708883, 0.003858008504997938, 0.003162580897848947, 0.0024952538221604116, 0.0018577796999174237, 0.001251504364469833, 0.000677397267851683, 0.00013608208956062776, -0.00037213269198277236, -0.0008472236388165978, -0.0012894229267458367, -0.0016991899245674023, -0.002077183992208792, -0.0024242386324740094, -0.00274133711472528, -0.003029589602184022, -0.003290211735150505, -0.0035245046691216872, -0.0037338364013041457, -0.003919624327480635, -0.004083318853969389, -0.0042263879997413755, -0.004350302890088037, -0.004456524107947193, -0.004546488939877535, -0.004621599616052141], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [132.66799399259384, 8961.275050893668, 3081.0983775406607, 628.3155355445207, -179.7720726670903, -387.8353475653887, -393.31937424046396, -338.46265148800745, -272.7312357728248, -212.1755384884791, -160.9727771397929, -119.18737690618293, -85.86618295330405, -59.4112879590157, -38.777165485769174, -22.704493911300915, -10.317888119186339, -0.9424747387637139, 6.118478353613015, 11.350316167215423, 15.147982460001932, 17.815531086229825, 19.6429270641239, 20.80608230289077, 21.479646188774257, 21.779817482905933, 21.80429637081158, 21.628383833074867, 21.30746851698246, 20.88653622559855, 20.396052790914364, 19.863384842054423, 19.303947354295854, 18.73417889967742, 18.16077975476968, 17.590761184563128, 17.02908628139271, 16.479174080522473, 15.94329248989091, 15.42046696297115, 14.916407192707451, 14.426796351869253, 13.954059450243708, 13.496068839113804, 13.054628701839, 12.627548665273084, 12.214592680308613, 11.815460921816973, 11.4312878783151, 11.058668148201372, 10.698771968786705, 10.351199779489132, 10.014355480195684, 9.68915193164011, 9.37517926800533, 9.069998046537636, 8.771593343914592, 8.489317259083855, 8.212337022805533, 7.949214533880238, 7.683225965409179, 7.438185431706903, 7.190717972126041, 6.955571656476283, 6.7254455384899, 6.506561646873412, 6.292316193101323, 6.08281264170858, 5.878125835698688, 5.67830483101988, 5.488131126563964, 5.302394769062082, 5.121116178756798, 4.9484085866709275, 4.77584189809458, 4.611437122102179, 4.4510722005275944, 4.29472367229742, 4.142357749230631, 3.9939316642967935, 3.8493949084987493, 3.7114959233627536, 3.5744312652123487, 3.441075129516147, 3.3113560368925756, 3.187525716563976, 3.064748751631743, 2.945383930351843, 2.8293510411955447, 2.7165691011672646, 2.6051104002614034, 2.498668548823688, 2.3935451565281345, 2.2931036767029855, 2.1924256207189385, 2.0962501184343694, 2.0028809849575144, 1.9108907074230967, 1.8203740626336182, 1.7338629333094997, 1.6487567741895859, 1.5651259279226737, 1.4841000954965515, 1.405586415541307, 1.3285168277770867, 1.2538696617265648, 1.1806613228284837, 1.1089240344190623, 1.039500781761777, 0.9715205949622341, 0.9050011034743815, 0.8406692305469364, 0.7777545991035183, 0.7162640256183467, 0.6562001575006523, 0.5981592049905192, 0.540915644330959, 0.4856327335379732, 0.431184238571656, 0.37862751343370166, 0.3269280677152391, 0.2770469596008068, 0.2280343493343813, 0.18034752109649185, 0.13396571564725712, 0.08848722903736693, 0.04430336794261237, 0.0013886301830429444, -0.04061393697639933, -0.0813697219314327, -0.12090709948842125, -0.1598307124724559, -0.19726528625099488, -0.23406733681098515, -0.2696935432794305, -0.30441511133575744, -0.3382307434992977, -0.37114137338989633, -0.403149953614598, -0.4340640253497899, -0.4642937878614253, -0.493640142991193, -0.5221122660804959, -0.5498827229707541, -0.5767849137767356, -0.6028320814109807, -0.6280381730097506, -0.6525505189374029, -0.6763644058271755, -0.6994772239683908, -0.7217745584843366, -0.7433828386034939, -0.7643039820913777, -0.784541373624597, -0.8037316698040564, -0.8225491729005554, -0.8412039235948249, -0.85884260756045, -0.8755282807195164, -0.892016482419096, -0.9075878551284984, -0.9229197888422235, -0.9379580726268499, -0.9515559591088746, -0.9649013988227648, -0.977949488696915, -0.9902035732272738, -1.0021420512397547, -1.0137301645765824, -1.0241890494311683, -1.034690729871813, -1.0444829572031835, -1.0536115902321639, -1.0624016406034436, -1.0708318979903892, -1.0788840228403873, -1.0863195461852233, -1.0931791904764143, -1.0996897081051396, -1.1058386625393115, -1.111615788981777, -1.1168700787656116, -1.12176604653057, -1.1262973597450385, -1.1304593828134255, -1.1341577011037522, -1.1375048188597128, -1.1404988681887565, -1.143079776100406, -1.1453768013061127, -1.147281141419736, -1.1488535273098934, -1.1500961400077092, -1.151012010457107, -1.1515955516092156, -1.1518768757919957, -1.1518482499098184, -1.1515138197681807, -1.1508925638861975, -1.1499654088215263, -1.1487748811050065, -1.147281261545232, -1.1455476990796685, -1.1435162237281897, -1.1412251529465922, -1.138728784662421, -1.1359458030161949, -1.1329270784823582, -1.1296252118754293, -1.1261567459840587, -1.1224165047210406, -1.1184686324925726, -1.1143216351422152, -1.1099172474341579, -1.1053269917327337, -1.1005594326495611, -1.095551736965115, -1.0903808294797925, -1.0850550653397428, -1.0795081321465962, -1.0738206717968857, -1.067924713548968, -1.0618261808064222, -1.0556083498959739, -1.0492015715023548, -1.0426900525197675, -1.0360033072332742, -1.0291480452233717, -1.022131135801844, -1.0150374901747947, -1.0077960186549537, -1.0003360393185599, -0.9928973417373921, -0.9852540765758597, -0.9774908121730641, -0.9696144700019863, -0.9616319117658373, -0.9535499204347188, -0.945375183355748, -0.9370401565951088, -0.9287001639887612, -0.9202139816308437, -0.9115898703105925, -0.9029788948623672, -0.8942435169858702, -0.8853918122120579, -0.87656993029021, -0.8675761708938455, -0.8585556034664026, -0.849446804589841, -0.8403229746635668, -0.8310592560245907, -0.8217933356143482, -0.8124665750636929, -0.8030858459429022, -0.7936578409376089, -0.7841890651593678, -0.7746858289932487, -0.7651542423807964, -0.7556002104351737, -0.7459729297495755, -0.7363362590329188, -0.7266408453199843, -0.7169482318668268, -0.7072104957329957, -0.697486849970803, -0.6876798994265247, -0.6779492177989752, -0.6680507690298263, -0.6583360667026664, -0.6483282745511529, -0.6385126221576002, -0.6288839490386503, -0.6189918389518181, -0.6092938038621178, -0.5993565384865354, -0.5896193925289628, -0.579665934162525, -0.5699175993808772, -0.560368198425511, -0.5506260116379779, -0.5407092630808006, -0.5310049186265727, -0.5211449050732222, -0.5114994007769207, -0.5017157830334669, -0.49214792228858883, -0.4824582009040832, -0.47298469235398843, -0.46340431848190483, -0.4537313743128342, -0.4442809263272933, -0.43475082379278135, -0.42544148349305244, -0.41606427488526027, -0.40663134853516286, -0.39742194783935525, -0.38790556137822707, -0.3788765790569791, -0.3695619493331159, -0.36047530174965636, -0.3513715236036112, -0.34225987367874633, -0.3331491614487092, -0.32426695188782695, -0.3153907840338871, -0.30652839995677394, -0.29768712433762157, -0.28887387043869445, -0.28028771779507294, -0.27154456004721556, -0.263030484667945, -0.2545585577030711, -0.24613405710960967, -0.23759338456000356, -0.22928269487275957, -0.2210331227908089, -0.21284861787662473, -0.20473282651772032, -0.1965422303558981, -0.18857767765448835, -0.18055213406971513, -0.1727496840034696, -0.16489864953182784, -0.15713967229379835, -0.14947432980455744, -0.14190399596108205, -0.1343129388535382, -0.12682577472060264, -0.11944305692091801, -0.1120581672030635, -0.1047846217110974, -0.09762227518166905, -0.09057086731609275, -0.08344015925595909, -0.07652290566359395, -0.06963115048649088, -0.06277206849989318, -0.05603630279906669, -0.04934096679334228, -0.04277088851416662, -0.03624781367536965, -0.029851085029868118, -0.023435097007743804, -0.017150275425120442, -0.010926819780663417, -0.004833805991309714, 0.0012576173229439161, 0.007215847917308141, 0.013162053710458154, 0.018973363600537113, 0.02476362712913208, 0.03041822454901302, 0.03599234390036696, 0.041534258182804026, 0.046989145005297106, 0.0523558778286629, 0.0576335312730835, 0.06286494442866646, 0.0679609232079934, 0.07304745906575898, 0.07803742063090688, 0.08293097445718867, 0.08776493931416635, 0.09250062456635809, 0.09717265479022177, 0.10177812470432657, 0.10628284462984118, 0.11074883407761307, 0.11511195497919409, 0.11940192480616499, 0.12361711916055869, 0.1277561473567423, 0.13181783865506455, 0.13582549650566772, 0.13972889516025264, 0.1435751146862734, 0.1473395539984549, 0.1510427806025439, 0.15466239097700824, 0.15821770975741425, 0.1616883703946129, 0.16511015018254374, 0.16842856617872914, 0.1717277012143178, 0.1749069628560442, 0.1779564516355671, 0.1810259279870689, 0.184103603965994, 0.1869165673528674, 0.18973954296692372, 0.19256230404809682, 0.19526061921822574, 0.1979506710900988, 0.20051931794633657, 0.2029730311120208, 0.2054132653051691, 0.2077416875391656, 0.2100509988650312, 0.2123345548768146, 0.21450775720887955, 0.21657662177931122, 0.2186178924137051, 0.22062632712510166, 0.22253310909561813, 0.22440462073365738, 0.22623663134297645, 0.22797092298548746, 0.22961297983670922, 0.23126534293819526, 0.23277874320771655, 0.23429630355401868, 0.23572598694156607, 0.2371112167068232, 0.23844976781952537, 0.23970592976629007, 0.24091613890783892, 0.2420787434393254, 0.24319233113151242, 0.24423006566037617, 0.24522030941182313, 0.24616208818598379, 0.24705461990921795, 0.24787848946260757, 0.24867244905018074, 0.24939999354486964, 0.2500796257867399, 0.2507111746939219, 0.2512945988773364, 0.2518299767898693, 0.25231749715908147, 0.2527574497436433, 0.25315021644514235, 0.25349626279925674, 0.2537961298634791, 0.2540504265125894, 0.254259822147842, 0.2544250398213247, 0.25454858869414687, 0.25462705191929874, 0.25466407161908555, 0.25465890297006266, 0.2546125591198693, 0.25452606789329796, 0.2544004677847381, 0.25423401640656007, 0.2540295303426569, 0.253784361790735, 0.25350252742967816, 0.2531852399460002, 0.2528286118543376, 0.2524381506342427, 0.25201508885087276, 0.2515483427280237, 0.2510566107200412, 0.25052180938360996, 0.24996455889013972, 0.24936510154050545, 0.24873821933521714, 0.24807746663084324, 0.24738347260240345, 0.24666499369893333, 0.24591501900799442, 0.24513428325767436, 0.24432356108181316, 0.24348366140923394, 0.2426154221644258, 0.24172853169327102, 0.24080629946166038, 0.23985835573751585, 0.23888560837178538, 0.23788897248830135, 0.23686024494360905, 0.23581856065566734, 0.23474658143013993, 0.23364518397963321, 0.23253366067149056, 0.23139457378738978, 0.23022886070388698, 0.22904664005441827, 0.2278396928200129, 0.2266181019372881, 0.2253736897374772, 0.22410744362689888, 0.22282933422685705, 0.22152235166115322, 0.22020538496178022, 0.2188704350004921, 0.2175184740215419, 0.21614178651861185, 0.21475875501983446, 0.2133530384044445, 0.21193425007874453, 0.21050330668771042, 0.2090528109842882, 0.2075921047048432, 0.20611392691068078, 0.2046274177033866, 0.20312545379409072, 0.20160910707752236, 0.2000794323994602, 0.19852214200492213, 0.19699935392141074, 0.19542069259409345, 0.19386258881171745, 0.1922520898287028, 0.19066361808670299, 0.189096871871315, 0.18748179644213786, 0.18588974830052094, 0.18425261769974, 0.18257301569259865, 0.1809848478525987, 0.17929061175601058, 0.17762314940463192, 0.17598189206654458, 0.1743046408537313, 0.17265441592412145, 0.17097095923027417, 0.16925660111902416, 0.16757125030273948, 0.16591418664007598, 0.1641733278853125, 0.16251784765615893, 0.1607828416581065, 0.1590788172757229, 0.15735309691616148, 0.15565852810853964, 0.15394427275785452, 0.15221220728851972, 0.15051226562300854, 0.1487490808299039, 0.14706599671976897, 0.14532307743608117, 0.14361369192114484, 0.14189311858208958, 0.14016288787281597, 0.1384244763140806, 0.13667930564090197, 0.1349690464951193, 0.1332530671473751, 0.13153264920781416, 0.12980902128917735, 0.12808335913989372, 0.12635678598006148, 0.12463037302002025, 0.12293998234899774, 0.12121615704292799, 0.11952879637529816, 0.11781128481165168, 0.11609856169024856, 0.11442267993550401, 0.11272114008782098, 0.1110266024878949, 0.1093397148963144, 0.10766108431744431, 0.10596329692482757, 0.10430346676403342, 0.1026267302691936, 0.10096148907076198, 0.09930813010589622, 0.09766700863564397, 0.09601406029583288, 0.09437508648937379, 0.09272704708042327, 0.09109449738371458, 0.08947758031688884, 0.0878547437478204, 0.08624877717033223, 0.08463906639513492, 0.08304727295667914, 0.08145368826074262, 0.07987889203898225, 0.07830404868773265, 0.07673041387636124, 0.07517701474247876, 0.07362625421684646, 0.07207921138390173, 0.07053690234743522, 0.06901642583640687, 0.06748598386218434, 0.06597831694466695, 0.06447808695876667, 0.06297146251176118, 0.061488680169681724, 0.06001542978864557, 0.05853881693328174, 0.05708673746079697, 0.055633042075235145, 0.05419167467728369, 0.05276304232968465, 0.051335676423704055, 0.04992236663946309, 0.048523388839800945, 0.04712805942591525, 0.045748096585547994, 0.04437330866533834, 0.04300466075901159, 0.04165285880617192, 0.0403084068955107, 0.03897210244412931, 0.037653715393556456, 0.036335623754082585, 0.03503628488865338, 0.03373895964155132, 0.032461042346385464, 0.031186640004417416, 0.029924502826292318, 0.028675031289594255, 0.02743858605792008, 0.02620848013328596, 0.024992406065123877, 0.023783983662490724, 0.022590412940872776, 0.021405609945293603, 0.020230245446200685, 0.01906493659128099, 0.017927405205625278, 0.016800016424030322, 0.015650924683912125, 0.014535772393182971, 0.013402285300732815, 0.012302780366269313, 0.011235737987419024, 0.010153355072745255, 0.009103362408975605, 0.008040697422513305, 0.007010203129595522, 0.0059694311625756715, 0.004960481381937676, 0.003981923028979273, 0.0029576681113218537, 0.0020018892410361014, 0.0010045564255291614, 7.281811923353225e-05, -0.000896668080873217, -0.001835252473075525, -0.002744360231530677, -0.0036552196351481324, -0.004566277253129111, -0.005448095254216279, -0.006329114113677449, -0.007207998910770812, -0.008058169898990185, -0.008905479455020147, -0.009725089692964865, -0.010564142301100508, -0.011352843096747825, -0.012158988682727124, -0.012958765816776595, -0.013731372359673656, -0.014497405884193735, -0.015237474354265219, -0.015988833284467766, -0.016714165963617005, -0.017431498480754534, -0.018140264418700956, -0.01883994842954504, -0.019530084062648556, -0.020195728490171146, -0.02086607981342493, -0.02151224509667131, -0.022161416925894708, -0.022786809751884945, -0.02340165502271608, -0.024017343611277893, -0.024610008916356087, -0.02519154963652542, -0.025772184400210514, -0.02634065480097493, -0.02688734267779764, -0.027431737933457608, -0.027963879281483396, -0.02848378121081174, -0.02899962904767336, -0.029494839085204963, -0.029985473947495917, -0.03046348942332016, -0.030935910243894933, -0.03138877213149519, -0.031835755115292186, -0.03227620196464338, -0.032703705427981046, -0.0331184815331652, -0.03352606366327923, -0.03392089064457096, -0.03430806321094543, -0.03468254171634848, -0.03504901918880464, -0.03540715325436519, -0.03575262795942709, -0.036089578305274414, -0.03641775775772803, -0.0367334955249087, -0.037040416146345054, -0.037338352982873704, -0.037627168367134436, -0.037906751836662075, -0.03817701839906188, -0.038435394530047545, -0.03868700476765061, -0.03892917408029098, -0.039161903035606474, -0.039385209732376254, -0.039599128388855306, -0.03980370799627479, -0.04000065444248682, -0.040188187273081565, -0.04036640535070393, -0.04053675361548974, -0.0406978244105951, -0.04085090537116119, -0.04099481432715095, -0.04113069085262022, -0.04125755804153981, -0.041376416429802804, -0.04148722487187005, -0.04158996265030446, -0.04168462800867575, -0.041770691368735235, -0.041849337784185196, -0.041920003544056755, -0.0419823824635825, -0.04203733493729013, -0.0420847814422708, -0.04212424629302759, -0.04215630772891502, -0.042180823727490206, -0.04219799391261981, -0.04220779269128361, -0.042210356949602026, -0.04220572189323626, -0.04219393739971504, -0.042174842555772384, -0.04214918557727159, -0.042117423144568567, -0.04207796294178727, -0.04203039387676877, -0.04197947263400506, -0.04191798194759593, -0.041853984246519704, -0.04178207358065052, -0.041702002159290805, -0.041617195244444315, -0.041524227076109824, -0.04142692458311403, -0.04132564899794307, -0.04121646446925967, -0.04109927993913837, -0.04097857106833808, -0.04085001423620392, -0.04071834474016274, -0.04057901364101486, -0.040436975163501525, -0.040287488889133735, -0.04013569074251547, -0.03997667999670336, -0.039810519451962914, -0.03963729153587352, -0.039462419267370874, -0.03928614100252026, -0.039097884246903275, -0.03890852459283699, -0.03871827492831094, -0.038516399690603435, -0.03831395165857388, -0.038105631304509405, -0.03789159550108566, -0.03767749865612097, -0.037452530820724465, -0.03722783670282639, -0.037003564293311336, -0.03676894900728145, -0.036529649769754945, -0.03629125958383708, -0.036043129109712024, -0.03579623157656165, -0.03554534473116449, -0.03529065404371175, -0.03503234562845635, -0.03477060567953851, -0.034505619948711916, -0.034237573264513065, -0.03396155974990444, -0.033687985378246625, -0.033411896364438344, -0.03313346970148201, -0.032847982441402176, -0.03256060615796645, -0.032276304251105954, -0.03198560582776996, -0.03168883640341716, -0.031395577346589695, -0.031096675223503064, -0.03079696567127487, -0.030496596418260837, -0.030191315301393712, -0.02988577414118915, -0.029575832148053094, -0.029266013990623806, -0.028956443998620136, -0.028643149374381432, -0.02833045827956929, -0.028014510699402355, -0.02769559531269675, -0.027377840022104444, -0.02705755471739288, -0.02673873185751466, -0.026417794161754323, -0.02609500242248037, -0.025770611355849574, -0.025448341289325348, -0.025121427907680904, -0.024796988977093513, -0.02447178092464435, -0.02414602521059239, -0.023819936208303288, -0.02349061462626099, -0.023164533051891523, -0.022838717555840212, -0.022510425119601246, -0.02218287904428094, -0.02185624844410947, -0.0215306951389828, -0.02120367684829504, -0.02087815064007379, -0.020554254892843075, -0.020229592047658743, -0.019904450909669278, -0.019581529199420602, -0.019260933569453607, -0.01893813843577745, -0.01861807217528378, -0.01829860922850145, -0.017979979530693455, -0.017662402826549666, -0.017346088736393893, -0.017033243760309517, -0.01671999508293413, -0.01640857893296951, -0.016099165649025988, -0.015790099573739474, -0.015483440648584243, -0.015179329198703382, -0.014876215889830733, -0.01457599179856384, -0.014277175151595104, -0.013979996932448164, -0.013684675821049002, -0.013395823700352022, -0.013106131223485893, -0.012810473292319305, -0.01253671123137627, -0.012244052936996902, -0.011972679228548532, -0.011684064957723068, -0.01141609968697415, -0.011144098418349029, -0.010868806249906882, -0.010612849331250104, -0.010343024487788389, -0.01008159627587862, -0.00982823104539228, -0.00957294425636756, -0.009325698209349698, -0.009077109968709477, -0.00882774514174283, -0.008586609118330972, -0.008345173244433304, -0.008111841845484736, -0.007886276293401672, -0.007653379662111409, -0.007428619956648815, -0.007211646766462179, -0.006988859803775215, -0.006780534640535886, -0.006567140001878029, -0.006361575602266712, -0.006157776860267625, -0.0059560489459555945, -0.0057619610085528185, -0.0055700776312397815, -0.005380652909953049, -0.005198614638644881, -0.005019107148533205, -0.004842338396504821, -0.004668497800191919, -0.0044977566548371345, -0.004334082345756094, -0.004169820611562896, -0.004012568465029047, -0.003858629987569218, -0.003708107823059238, -0.003561090035893075, -0.0034176507271216783, -0.0032778506693873204, -0.003144397742784878, -0.00301188417773627, -0.0028831231001507245, -0.0027581284642325906, -0.0026369041713765317, -0.002519444721352255, -0.002405735853758729, -0.002295755177271122, -0.0021894727845359462, -0.0020851584145840066, -0.0019862431561477405, -0.0018893725483851039, -0.0017947363819235211, -0.0017052197844769237, -0.0016179442035658574, -0.0015342611954568834, -0.0014540814438435273, -0.0013762336666847486, -0.0013018293386626906, -0.0012307651640397663, -0.0011620366043014138, -0.0010957023881725864, -0.0010325997981265739, -0.0009726096260381026, -0.0009149161279633926, -0.0008595365257695406, -0.0008070873271669155, -0.0007568719331825671, -0.0007088815374041065, -0.0006630982441765426, -0.0006199582864581259, -0.0005789010594061551, -0.0005398916945499149, -0.000503260691074767, -0.00046819189930813086, -0.000435353685586888, -0.0004040290063598771, -0.00037450429887297233, -0.00034697054098039036, -0.00032084136396635026, -0.0002963250642144243, -0.00027335594082696075, -0.0002516871189484672, -0.00023162801784198508, -0.00021276404761415976, -0.00019506814168538717, -0.00017876175115831994, -0.0001633956152621475, -0.00014928208423320866, -0.00013603747100919076, -0.00012382459486582093, -0.00011249907915426391, -0.00010209149063742242, -9.247530605625574e-05, -8.361012007035288e-05, -7.545525460961386e-05, -6.797010555605112e-05, -6.111445021175447e-05, -5.48487165447952e-05, -4.913421559490767e-05, -4.3903219758975574e-05, -3.9182884707371516e-05, -3.488065143969865e-05, -3.097110145034097e-05, -2.7447502783293457e-05, -2.4278084192416138e-05, -2.1418301208455907e-05, -1.88452603002888e-05, -1.6548004058949027e-05, -1.449107051598347e-05, -1.261999828149384e-05], 'MSE': 18983.782607624275, 'R_2': 0.8623029797467384, 'U_norm': [-187.54254250668575, -44.244177559849255, 0.003554227611918049, 0.015989091148935965, 0.0023824009025024944, 0.053399903409351177, 34.422762137520756, 83.59318242589885, 85.39052067941971, 42.88551817583, 0.0405050559946259, -0.1051987434944728, -0.09479813011556473, -0.08770571185366614, -0.07596428518297027, -0.06625759567644537, -0.05040729587829052, -0.04575363676690795, -8.226870709833063, -5.4396930844709255, 0.0873713697045343, 0.0011818856854209213, 0.009264717841028365, 0.01734840359971782, 0.023473438627673857, 0.028390427035464152, 0.03243551811011648, 0.03340297642253715, 0.03407459267532865, 0.03407074863164058, 0.03233270010055435, 0.03016586335470692, 0.02834021402601546, 0.02416327701707415, 0.02196920602922831, 0.019376850851111693, 0.01694049141089699, 0.01471857132832825, 0.012794923103917978, 0.011238561432138573, 0.009876050255292399, 0.00864567767868864, 0.007592621907161565, 0.006716610378426152, 0.005931215705637079, 0.005247768393264603, 0.004635495777771596, 0.004064367934283711, 0.003535019181753981, 0.003055356031888034, 0.0026120716556273823, 0.002202905448077506, 0.0018264240943104406, 0.0014815817363669085, 0.0011674227631345863, 0.0008829475301610199, 0.0006269714935654828, 0.00039818133332888403, 0.00019513018924005165, 1.6291413519929508e-05, -0.00013989037932979234, -0.00027495393310539225, -0.00039038692603160833, -0.00048760440467066144, -0.0005679395624422653, -0.0006326448173419992, -0.0006829003587111913, -0.0007198271294718482, -0.0007445014230359953, -0.0007579687504701904, -0.0007612552490843475, -0.0007553755503424087, -0.0007413366309901131, -0.0007201376887875701, -0.0006927664781907946, -0.0006601928154248847, -0.0006233601112286857, -0.0005831758351243849, -0.0005405017732477118, -0.0004961448383868907, -0.00045084904496187815, -0.00040528909666749256, -0.00036006586541743695, -0.00031570388242332784, -0.000272650822491518, -0.00023127884919446284, -0.00019188760148823947, -0.00015470854479885055, -0.00011991037742910472, -8.76051761682508e-05, -5.785497510750066e-05, -3.0678499419070925e-05, -6.0578126025208215e-06, 1.605532111646796e-05, 3.5733511012250234e-05, 5.306835776258378e-05, 6.816568000147896e-05, 8.114137784090634e-05, 9.211793023596732e-05, 0.00010122149886241305, 0.00010857959203116119, 0.00011431923031075506, 0.00011856554708469951, 0.00012144075621688066, 0.00012306341918493153, 0.00012354794863840766, 0.00012300429201664, 0.00012153774657702566, 0.00011924886555095457, 0.00011623342372126749, 0.00011258241811615953, 0.00010838208644864748, 0.00010371393152722478, 9.865474573493296e-05, 9.327663253947794e-05, 8.764702577115066e-05, 8.182870917090675e-05, 7.587983972452425e-05, 6.985397933432555e-05, 6.380013902311482e-05, 5.776283937022641e-05, 5.178219037254303e-05, 4.5893992126772165e-05, 4.012985730502202e-05, 3.451735506668437e-05, 2.9080175234798656e-05, 2.383831103133439e-05, 1.8808257760376472e-05, 1.4003224500739979e-05, 9.433355623439074e-06, 5.105958482772011e-06, 1.0257341334561768e-06, -2.804992233541527e-06, -6.386043951933589e-06, -9.71917107309641e-06, -1.2807836141266044e-05, -1.5657009156433315e-05, -1.827297274020668e-05, -2.0663138396557552e-05, -2.2835874106265713e-05, -2.4800342895516444e-05, -2.6566352370957126e-05, -2.8144213966177502e-05, -2.9544611462119524e-05, -3.0778477460368e-05, -3.1856877319868705e-05, -3.2790899813809186e-05, -3.359155425119479e-05, -3.426967434193962e-05, -3.4835829554488315e-05]}, 'iteration_42': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-24947.49265520481, -6108.212910199146, 6.148335079636988, 0.5399116550714739, -0.029247836438927515, -4.811949160722452, 4984.090543944233, 11250.76685207294, 11275.276286339722, 5479.71708978801, 17.177768294227395, -11.496016425301695, -9.438390228950476, -8.006025424805237, -5.913330892038024, -4.165499864229072, -1.7691892461263918, -10.105365183617112, -1173.6740460157432, -679.4359776832852, 6.555835332570066, 3.6430183729562655, 3.8393228172625826, 4.2293522356820406, 4.430684314395, 4.582355043878624, 4.736494580805, 4.605893150563597, 4.556443313059066, 4.486465793232847, 4.24824027231095, 3.9146840520057533, 3.6752283515455635, 3.340170788210654, 3.0186690951063606, 2.6875866382473426, 2.3681918486079407, 2.065757222287503, 1.795860517901272, 1.5697190916735007, 1.3684304103917195, 1.1858611771600898, 1.0307777005355176, 0.9030802201793584, 0.7912811193020082, 0.6966664089265782, 0.6143592610654802, 0.5391837958732044, 0.4707013083840133, 0.4091574367607769, 0.35216124323275105, 0.29901535785071387, 0.24931627285400182, 0.20287215712275336, 0.1596269506356427, 0.11961663942121939, 0.08288996866411372, 0.04950745807600614, 0.019502822007094286, -0.007126502691698194, -0.03042469871380467, -0.05047751859568871, -0.06740862225922116, -0.08137377858333386, -0.09255408312702008, -0.10114903271516065, -0.10737002098228642, -0.11143458931228409, -0.11356158851926765, -0.11396727633823979, -0.11286228956141245, -0.11044937969582831, -0.10692177952995577, -0.10246206695215988, -0.09724140466410622, -0.09141905463640353, -0.08514208872881902, -0.07854524002086699, -0.07175085900876645, -0.0648689553645277, -0.05799731766586732, -0.051221711214881845, -0.04461615795788672, -0.03824330330391313, -0.03215487304554297, -0.026392220456044457, -0.02098695967212665, -0.015961677174959606, -0.011330709403853287, -0.007100971300388588, -0.003272818385772576, 0.00015907619757853867, 0.0032048483836558442, 0.005878591405466731, 0.008197541734389769, 0.01018131657442953, 0.01185121411974662, 0.013229584907776322, 0.014339279612347695, 0.015203175921794933, 0.01584378435174025, 0.016282930632742682, 0.01654151028819831, 0.01663930946985223, 0.016594885060004574, 0.01642549629207853, 0.01614707987736707, 0.015774260699971825, 0.015320390413196822, 0.01479760692535664, 0.014216908331375342, 0.013588235676837894, 0.012920559807600807, 0.012221968376424343, 0.0114997500034517, 0.010760473301088458, 0.010010059269673034, 0.009253846168830224, 0.008496646561966045, 0.007742796611437825, 0.006996198114974631, 0.006260353912390817, 0.005538397482602684, 0.004833117603161341, 0.004146978960618719, 0.003482139591217128, 0.0028404659542769256, 0.002223546371932038, 0.001632703414547296, 0.0010690057238867347, 0.0005332796266491999, 2.6120823279595634e-05, -0.0004520937200311557, -0.0009011935387771252, -0.0013212020885186846, -0.0017123238086491736, -0.0020749308792479436, -0.0024095497255199713, -0.0027168473409014604, -0.0029976174971684793, -0.003252766869442191, -0.0034833011139491776, -0.0036903109039727274, -0.0038749579100493953, -0.004038460743406091, -0.004182080848464371, -0.0043071084150654556, -0.004414848394532202, -0.004506606765801027, -0.004583677279150954], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [131.29036064383783, 8988.86832021288, 3071.9248605358102, 614.479875088996, -190.08741886630247, -394.3829901509598, -397.13965994010186, -340.43789690929157, -273.45314696294025, -212.03611653350188, -160.24297247665726, -118.06240682109852, -84.49191465041194, -57.894928442272324, -37.198951684279464, -21.12197935704936, -8.771707387860811, 0.5406057155435919, 7.521636006649935, 12.664369131441587, 16.369378253338333, 18.945329734834612, 20.68366921058919, 21.76320772525828, 22.358512273311344, 22.586811934338428, 22.545885346366752, 22.310849906056127, 21.93644953347343, 21.46758545749027, 20.933989222388767, 20.36279162043427, 19.768717680164, 19.16793911006503, 18.566565919327783, 17.971246653602165, 17.386613617753685, 16.815788340656518, 16.26077413114552, 15.720284375166928, 15.199989698711091, 14.695243411812001, 14.2083934935366, 13.737122762691477, 13.283184126059052, 12.844239724002808, 12.41997813937456, 12.010034877675174, 11.615528870516838, 11.232926337433154, 10.863399918005294, 10.506516668391422, 10.16062042204275, 9.82663585954482, 9.504133479315758, 9.19060171242397, 8.883966069370153, 8.593837120190654, 8.309082841224054, 8.038508557680563, 7.764918157311925, 7.512811633572398, 7.258146395126581, 7.016103363256747, 6.77917471618394, 6.5537735534278205, 6.333106707634717, 6.117286222600119, 5.90639497601997, 5.7004894760843134, 5.504503630348479, 5.313074703917883, 5.126229218232777, 4.948212235380961, 4.770339566166995, 4.600883534211768, 4.435599683332005, 4.2744679063976, 4.117457143837115, 3.9645267511848186, 3.815627759148303, 3.6735934260988956, 3.5324485929159284, 3.3951559345778337, 3.2616434684377724, 3.1342289527332015, 3.007937922791878, 2.8851984155044725, 2.7659282090143154, 2.6500440209205327, 2.5355659649908304, 2.4262871054038424, 2.318409575553011, 2.215383889546552, 2.112164833428574, 2.0136108034871096, 1.9179807679220369, 1.8238119049772297, 1.7312013804107165, 1.642737426294114, 1.5557584286219919, 1.4703358840436074, 1.387622106501832, 1.307519627760077, 1.2289369892728998, 1.152869883418068, 1.0783140504535826, 1.0053011229415658, 0.9346869750496617, 0.8655835305403069, 0.7980072689855489, 0.732694435602195, 0.6688606554200348, 0.6065112657740168, 0.545647313236194, 0.48687068528873784, 0.42893863263029264, 0.37302673414063703, 0.3179942108838638, 0.26490806541636264, 0.21272165411942423, 0.16240340596158362, 0.11299345380730634, 0.0649515582709546, 0.018255135853434294, -0.027501496422423444, -0.0719258867456597, -0.11504529462316292, -0.15721960750387504, -0.19811405664349296, -0.23775864009111722, -0.2767605058890463, -0.3142437721169073, -0.3510672336305962, -0.38668808470592714, -0.4213786139180328, -0.4551383492190463, -0.4879690442863959, -0.5198744608508546, -0.5506638114077096, -0.5807464314550613, -0.6099247256280944, -0.6382085967107325, -0.6657700140014248, -0.6924441762332638, -0.7182449906121746, -0.7431870376767267, -0.7674166465724319, -0.7909294888061503, -0.8137233387175827, -0.8356859412297815, -0.8569424215285187, -0.8774950549415249, -0.8973475769348648, -0.9161448094404165, -0.9345478814506556, -0.9527607527751719, -0.9699504233407349, -0.9861806375569546, -1.0021864543016974, -1.0172697019660943, -1.0320867801374398, -1.0465833886288505, -1.0596566518154154, -1.072451313445448, -1.0849224515039226, -1.0965958410055592, -1.1079278006496314, -1.118883650831282, -1.128730109952708, -1.1385714287048683, -1.1477010418346443, -1.1561651924819953, -1.1642662560202905, -1.1719832358406523, -1.1792980419669896, -1.1859955601908416, -1.1921168496861703, -1.1978659008981516, -1.2032306017429222, -1.2082010434690575, -1.2126496078980327, -1.2167181392097726, -1.220400721860598, -1.2236931650980623, -1.2265243112010664, -1.2289842224362488, -1.2310715256325562, -1.2327491995815336, -1.2341018739118979, -1.2350662583743515, -1.235681105553739, -1.235949170202766, -1.2358740738152945, -1.235472653530351, -1.2347318586621328, -1.2336880675686872, -1.2323028639801017, -1.2306387530714002, -1.2286347494854062, -1.2263762617909801, -1.2237823545701234, -1.220958358401834, -1.217805824374879, -1.2143844139283746, -1.2107689787867777, -1.2068389026335902, -1.202665808611983, -1.1981837199380199, -1.1935485337184217, -1.1886174746200993, -1.1834745737996455, -1.1781289742030068, -1.1725049505194172, -1.1666932034810231, -1.1607029032960337, -1.1544544543227122, -1.14804320502304, -1.141478073223316, -1.1346766911081794, -1.1277373344331516, -1.1205764530861537, -1.113201232773558, -1.1057117678806432, -1.0980235492984243, -1.0902370418346423, -1.0822673778065013, -1.0741224330244612, -1.0658102206090463, -1.057430769197732, -1.04889955795785, -1.040133495555724, -1.03141383245872, -1.0224753029592037, -1.0134169268328164, -1.0042465706909143, -0.9949720088788533, -0.9856009038515109, -0.9761407887758776, -0.9665135192881147, -0.9568982714400496, -0.9471319876888694, -0.9372243795070215, -0.9273487477252064, -0.9173471010787416, -0.9072288334362557, -0.8971607507944612, -0.8869125816513064, -0.876649728906829, -0.8663022088065343, -0.8559530707398509, -0.8454607338609882, -0.8349811794721652, -0.8244479454721505, -0.8138687954629981, -0.8032512650242873, -0.7926026535165178, -0.7819300175727126, -0.771240166161426, -0.7605396571031605, -0.7497716419030463, -0.7390075807513575, -0.7281923612026737, -0.7173946342572239, -0.7065609937955838, -0.6957572844736841, -0.684875354809235, -0.6740922065326109, -0.6631375388355901, -0.652400279996038, -0.6413535895393713, -0.6305332453132735, -0.619932708040873, -0.609056237827362, -0.5984070040987773, -0.5875092888535115, -0.5768449856649889, -0.5659580487413155, -0.5553094716097666, -0.5448916462445397, -0.5342772376092352, -0.5234869128692793, -0.5129416771673982, -0.5022414791589351, -0.4917879565668249, -0.4811988300293718, -0.4708569897018639, -0.4603973609477395, -0.4501847363010211, -0.4398706600936749, -0.4294710242278241, -0.4193243555933223, -0.4091060098942517, -0.39913787256422006, -0.3891106382563179, -0.379037657315446, -0.3692168437144116, -0.3590827479969153, -0.3494810236228141, -0.339589236462175, -0.3299530719725064, -0.3203122327150432, -0.31067669077270643, -0.30105589424046636, -0.29168974976212314, -0.2823432676450307, -0.2730246776606172, -0.2637417289877724, -0.2545016989175124, -0.24551285581268883, -0.23637305422684668, -0.22748586791490874, -0.2186556847489192, -0.2098879404387052, -0.2010126797744669, -0.19238950162153443, -0.18384265861841415, -0.17537609938248985, -0.16699343620350574, -0.15854660808106094, -0.15034567634364235, -0.14209485862751273, -0.13408599056098727, -0.12603995615668775, -0.11810095863895803, -0.11027033503815806, -0.10254920481385596, -0.09481953106317931, -0.0872081857593998, -0.07971539951908553, -0.07223290119924859, -0.06487562759814189, -0.05764306348919609, -0.0505345782089482, -0.043358518466752816, -0.03640936042623416, -0.029497868297209677, -0.022631300406691764, -0.015900204277653863, -0.00922153674994412, -0.0026796944528844737, 0.0038034779013257887, 0.010149364530926765, 0.016502470479538924, 0.022713914209749057, 0.02885297560021365, 0.03485180997756651, 0.04083740011393131, 0.046680562235952114, 0.052500283462777755, 0.05817647233359818, 0.06382052179718677, 0.0693209016984631, 0.07473167078570835, 0.08009974792187093, 0.08537210968329251, 0.09054792126914808, 0.09562655283437028, 0.10064935645738053, 0.10553097627524957, 0.11039226362501572, 0.1151499768311123, 0.11980459935963035, 0.12439135262505671, 0.12887373413757708, 0.1332847412635822, 0.1376217436848565, 0.1418527937662012, 0.1460362896876108, 0.1501123074294046, 0.15410889863272106, 0.15802473461267064, 0.16185872203210036, 0.1656099879855507, 0.16930017654716886, 0.17288327839579445, 0.1764027640510875, 0.17983628334544197, 0.18320277548126576, 0.18648206604341114, 0.18969187133270493, 0.19281402307191395, 0.19588085139292954, 0.19884377024646877, 0.2017779467297785, 0.20459410273942416, 0.20728426203087522, 0.20998057510158374, 0.2126719172537398, 0.2151205376532042, 0.21756648882177027, 0.22000021002966558, 0.22231472252707618, 0.22460985610586728, 0.22678924960157892, 0.22885933818626564, 0.23090589997477198, 0.23284664818853912, 0.23475906901078386, 0.2366371702097495, 0.23841164663538497, 0.24008840953317787, 0.24172993671270704, 0.24333160530884138, 0.24483886267033433, 0.24630454112828581, 0.24772500208937762, 0.24905550940112503, 0.2503013719630376, 0.25154012500193335, 0.252660278491662, 0.25376825048211693, 0.25479661602678844, 0.25577713625592396, 0.25670807792547984, 0.2575651739964506, 0.25837388512567916, 0.2591330097988748, 0.2598415713653424, 0.26048319560920236, 0.2610761544044217, 0.2616198669402845, 0.26211392916739257, 0.26254844980974146, 0.26294398824608484, 0.26328248594258813, 0.2635736064939635, 0.2638174858857909, 0.26401437471113026, 0.26416462842534616, 0.2642686979395204, 0.2643271205867774, 0.26434051148749327, 0.2643095553319399, 0.26423499859237276, 0.26411764217087663, 0.2639583344843553, 0.2637579649838663, 0.2635129266051062, 0.26323265239096455, 0.26290853705527994, 0.2625462155304208, 0.26214679985685185, 0.2617114067785216, 0.26124115420123034, 0.2607292085925623, 0.26018389974434863, 0.25959775154609166, 0.25897996619850305, 0.2583317735502573, 0.2576448381997268, 0.2569293917628776, 0.2561866551408505, 0.2553973810747295, 0.25459283069141325, 0.25374302625940703, 0.25288038585009814, 0.2519739527983221, 0.25104609315219484, 0.25008690687958224, 0.24909726217471026, 0.24808930097080714, 0.24705284767627025, 0.24598883092185728, 0.2448982030953315, 0.24378193532254602, 0.24264101277779423, 0.24148784857753014, 0.2403006003238116, 0.2390916860295669, 0.237862107259863, 0.23661286104148196, 0.23533363694855605, 0.23404806195625802, 0.23273456417064978, 0.2313942774457711, 0.23005049945653863, 0.22868196599470794, 0.22728982264393588, 0.22588606314087112, 0.22446082957480865, 0.22302592689566605, 0.2215716415111328, 0.22009909455841145, 0.2186197649096326, 0.21711391458365412, 0.21560325189321336, 0.21407847183818857, 0.21254061802034976, 0.2109809001362926, 0.2094200656392869, 0.20783958656987575, 0.20625023625775588, 0.2046529477686959, 0.20303941528576872, 0.20141997684167012, 0.19978652204006003, 0.19814908687840274, 0.19649975521123642, 0.19483967057636983, 0.1931699475487297, 0.19147501622366117, 0.18982229315023116, 0.18811363305740178, 0.1864317717803041, 0.18469795611455989, 0.18299229999074457, 0.1813141710809047, 0.17958851873852458, 0.1778915688954904, 0.1761506949468176, 0.17436889327889912, 0.17268793274079564, 0.170898720473549, 0.1691417289870055, 0.16741607978834322, 0.16565631946776097, 0.1639285142382787, 0.16216951119078168, 0.1603818706575175, 0.15862799079224366, 0.1569068734347581, 0.155102200350263, 0.1533892760029216, 0.1515973898346531, 0.14984074849963316, 0.148064959144793, 0.14632431840578042, 0.14456651852437485, 0.1427935295727736, 0.14105637558339718, 0.13925763125776666, 0.13754344060221244, 0.13577118248996303, 0.13403581775971724, 0.13229184688382026, 0.130540828933656, 0.12878425916454023, 0.12702356879542095, 0.12530069590416953, 0.12357460641801173, 0.1218465769295366, 0.1201178240345098, 0.11838950502493643, 0.11666271877201179, 0.11493850677567322, 0.113252580705312, 0.11153563277382889, 0.10985724996293757, 0.10815113144160446, 0.10645200843014964, 0.10479157358209991, 0.10310785778596568, 0.10143319093673515, 0.09976816297681936, 0.0981133218406907, 0.09644164047600896, 0.09480930055432606, 0.0931622898095047, 0.09152849660942022, 0.08990824171905933, 0.08830181467529376, 0.08668564189284947, 0.08508493051263467, 0.08347715384369772, 0.08188624113432082, 0.08031226676981253, 0.07873422105707313, 0.07717423342957253, 0.07561224599094607, 0.07406924347789852, 0.07252608446270982, 0.07100266019831174, 0.06948071035421628, 0.06796143534398047, 0.0664631634787856, 0.06496887937510494, 0.06347960379225927, 0.06199629335960001, 0.060535347163069214, 0.059066187032844795, 0.057620216760377346, 0.05618267782000028, 0.0547403072959086, 0.05332202208564515, 0.05191408477341485, 0.05050415767564899, 0.049118843878574264, 0.04773316182487777, 0.046360383853110296, 0.04500086177789422, 0.043643659540915695, 0.04230091481729528, 0.04097285182236535, 0.039649303139119636, 0.03834135812462849, 0.03703932975360261, 0.03574411541407852, 0.03446581768498164, 0.033195427269447006, 0.03193367772248552, 0.030689763307379412, 0.029447035514289174, 0.02822287405814121, 0.027001484571042223, 0.025799219403183752, 0.024601101467527677, 0.02341533976957877, 0.022242284563645798, 0.02108224824421285, 0.019928937335673278, 0.01878954388479367, 0.017658068895903496, 0.01654123247810376, 0.015433319750381973, 0.014334941217286129, 0.01324665604847867, 0.012184981298579383, 0.011133425251987194, 0.010062295096441572, 0.009023448294295123, 0.007968174983276833, 0.006945169900409218, 0.005952964200694529, 0.004947094730305455, 0.003971905881935535, 0.0029855311606566534, 0.0020295805008569293, 0.0010646607195654168, 0.00012978863136805794, -0.0007764084006838111, -0.0017243765467062921, -0.002608461592098036, -0.003530457952748007, -0.004391326107858632, -0.005286565920353327, -0.0061527755813407725, -0.006991313105169507, -0.007830999472341163, -0.00867039626164114, -0.009482398462923813, -0.010293212661130322, -0.011101606898045673, -0.01188315119366058, -0.01266162932332717, -0.013414238299834956, -0.014184265712881908, -0.014907676081758067, -0.015646671962947972, -0.016379407541230975, -0.017086842922735077, -0.01778785667030628, -0.018464720066579836, -0.01915150975888703, -0.01981411875303077, -0.02046903242720729, -0.021115737461379496, -0.02175376805183143, -0.022382703823400442, -0.022988944902782398, -0.023599089257628936, -0.024186844236684702, -0.024776950713255728, -0.025345066290552276, -0.02590322868928292, -0.02646177414476626, -0.026999058090213773, -0.02752588555794641, -0.028051510604179982, -0.02856573890825675, -0.029059888572945346, -0.029551584885927757, -0.030031829252415904, -0.030500643672299, -0.030965408782577346, -0.03141119245151447, -0.03185246401225047, -0.03228198903319171, -0.03270608092462451, -0.033112214459339775, -0.03351266907482739, -0.033906849101030305, -0.03428902315838578, -0.03465939652503798, -0.03502291381862206, -0.035374618961286755, -0.03571906013904011, -0.03605175870180039, -0.03637688951865735, -0.03669414609543688, -0.03699971161370489, -0.03729725053697441, -0.037586544100513826, -0.03786436463861832, -0.03813391020446518, -0.03839503498949924, -0.038647619662877754, -0.03889156973486427, -0.039126813951925576, -0.03935112465206074, -0.039568955021306605, -0.039777985016039186, -0.03997822126437508, -0.04016968630927267, -0.04035241731056505, -0.04052646480799941, -0.04069328026387242, -0.04085135678133951, -0.041000790143594146, -0.04114279539334689, -0.04127620366985299, -0.041402087704888145, -0.04151948281754704, -0.04162932791388858, -0.041730843925850566, -0.04182484421285668, -0.04191129824961862, -0.041990194076025694, -0.04206153694840927, -0.04212495143193916, -0.04218132260987926, -0.042230244543832354, -0.042271542723105446, -0.04230581082121112, -0.04233298512586807, -0.04235283188622416, -0.042365692266247215, -0.042371539175151865, -0.04237046740735264, -0.04236255406166642, -0.042347838243726885, -0.04232636012380778, -0.042298173131933084, -0.04226296125777229, -0.04222194577310562, -0.042175539941000026, -0.0421214297185663, -0.04205926379604179, -0.041995084104115926, -0.04191978394547556, -0.04184323287053776, -0.041758843232157825, -0.0416664117793549, -0.04156988003950744, -0.04146533311563469, -0.041357060320770384, -0.041245386200245426, -0.0411259572252269, -0.040998711991844544, -0.040868494912923235, -0.04073062509222763, -0.040590165461688296, -0.04044224709737697, -0.04029211450319162, -0.040134741397556295, -0.03997552011782381, -0.03980929523567084, -0.039636143555102, -0.03945615959520005, -0.0392749618940187, -0.03909276091833905, -0.03889863390883023, -0.038703799765544875, -0.03850844529493559, -0.03830154889856223, -0.03809443980154044, -0.03788168192980292, -0.037663435146145445, -0.037445451401173405, -0.03721672266989356, -0.03698857802295735, -0.036761143854872794, -0.03652350115002054, -0.03628138830471739, -0.03604045143777739, -0.035789923293157444, -0.03554087909821045, -0.03528803915035617, -0.03503158595281955, -0.034771702256612136, -0.03450857054410612, -0.034242372551777284, -0.03397328883162129, -0.03369639441378569, -0.03342212304578722, -0.03314549803901898, -0.032866691441449325, -0.032580972594212596, -0.0322935156759743, -0.03200927620420847, -0.03171877988766736, -0.03142235319930709, -0.031129560936119984, -0.030831258658170668, -0.030532269721993667, -0.030232736135336228, -0.029928414721322613, -0.029623939773802642, -0.029315181858545997, -0.02900664525041611, -0.028698448664302174, -0.0283866337763142, -0.028075505182784698, -0.027761218956113498, -0.02744406056196233, -0.02712813191403414, -0.026809760846760542, -0.026492912780790256, -0.026174029420270733, -0.025853367873255203, -0.02553117907522928, -0.02521115499961645, -0.024886576297564994, -0.024564507758569578, -0.02424172650920125, -0.023918450208156212, -0.023594889445098816, -0.023268165887759096, -0.02294469890558785, -0.02262153569499592, -0.02229595400480404, -0.021971148939861598, -0.02164728612917446, -0.021324524006812985, -0.02100034051204376, -0.020677665517899693, -0.020356634293367485, -0.020034868958753293, -0.019712654530619607, -0.01939266295169133, -0.019074998192325988, -0.018755174847554287, -0.018438074747567892, -0.018121590654471432, -0.017805949211508472, -0.017491366970388424, -0.017178050463693514, -0.01686818406378198, -0.016557930778943773, -0.01624950455845064, -0.01594307311446336, -0.01563699588062914, -0.015333312036584456, -0.015032159649107826, -0.014732003669691147, -0.014434715965967678, -0.014138828523500933, -0.013844569407461082, -0.013552154514959815, -0.013266149626584222, -0.012979316834385541, -0.01268658130271764, -0.012415528247756519, -0.012125768741251866, -0.011857085197496802, -0.011571333924057443, -0.0113060282413196, -0.011036727681232577, -0.01076416964930047, -0.010510755217518574, -0.010243610711482852, -0.009984779234942849, -0.009733930203526876, -0.009481177993685096, -0.00923638578216886, -0.008990263558603082, -0.0087433710722765, -0.00850462427135629, -0.008265578868230674, -0.00803455586219426, -0.007811219979412659, -0.007580623345808672, -0.00735808104631477, -0.007143246199065134, -0.006922652418541589, -0.006716375670874621, -0.00650507674130918, -0.006301528567963342, -0.0060997260953817405, -0.005899971445534292, -0.005707779360254108, -0.005517767597669352, -0.00533018775619631, -0.005149919737814015, -0.004972155204858884, -0.004797100109577378, -0.004624942061677756, -0.004455850740099662, -0.004293755341304725, -0.004131075504585596, -0.003975335148130346, -0.0038228740531357506, -0.0036737939618354592, -0.003528182186968362, -0.0033861122207199546, -0.0032476443622942333, -0.0031154608689757356, -0.0029842055258579806, -0.0028566647988831316, -0.002732852636382636, -0.0026127730321496975, -0.0024964206694056976, -0.002383781555200222, -0.0022748336427938637, -0.002169547439900961, -0.0020662089930810305, -0.001968217426953282, -0.0018722497441410206, -0.0017784940239391701, -0.0016898086913167195, -0.0016033420643291555, -0.0015204332730696646, -0.0014409939620831898, -0.0013638637687219128, -0.0012901440244952593, -0.00121973251223851, -0.0011516340199340049, -0.001085906815567772, -0.0010233806203909005, -0.0009639374337597007, -0.0009067690454198821, -0.0008518925972829012, -0.0007999190882748879, -0.0007501583280459139, -0.0007026016642141529, -0.0006572314368923348, -0.0006144800273716974, -0.0005737919613052636, -0.0005351327515290742, -0.0004988300053081498, -0.0004640749505307164, -0.0004315300349591587, -0.0004004846793524299, -0.0003712228175932215, -0.00034393378867237517, -0.0003180364886571146, -0.00029373741064045894, -0.0002709714842215149, -0.0002494940606169835, -0.00022961186958756304, -0.00021091401925230215, -0.00019337371435955368, -0.0001772104957888852, -0.00016197908005344977, -0.00014798910920725883, -0.0001348602843776086, -0.00012275402661915188, -0.00011152724540661206, -0.00010121026483195258, -9.167768537818567e-05, -8.288947245524086e-05, -7.480531940703137e-05, -6.738499119539535e-05, -6.05886292336813e-05, -5.437701834921925e-05, -4.871181724081994e-05, -4.352589449455805e-05, -3.884618318237268e-05, -3.458093136315469e-05, -3.0704947825157407e-05, -2.7211566852241142e-05, -2.4069297637944316e-05, -2.1233984241089924e-05, -1.8682935108643772e-05, -1.640529219351239e-05, -1.4365901440313491e-05, -1.2510769946128456e-05], 'MSE': 18770.61024398477, 'R_2': 0.8638492047473194, 'U_norm': [-190.01770265130716, -46.52445841121215, 0.04683005715683899, 0.0041123480322958405, -0.0002227721544788874, -0.03665119927812077, 37.96234948560252, 85.69377691951577, 85.88045806046343, 41.73739088618948, 0.13083800095896875, -0.08756177067444805, -0.07188943806172617, -0.060979537287169414, -0.0450400994862161, -0.031727385414421806, -0.013475393329124726, -0.07696958981738858, -8.939529473670275, -5.175063697276505, 0.04993386654411284, 0.02774779780529289, 0.029242990931225954, 0.03221373011847765, 0.033747217254671565, 0.034902448522769094, 0.03607648396990954, 0.03508173134765478, 0.0347050865020602, 0.034172088347159846, 0.03235759472953989, 0.02981699525674183, 0.02799313172395863, 0.025441096963561116, 0.022992313273492045, 0.020470555728155086, 0.018037819701137367, 0.015734264242082987, 0.013678540549548661, 0.011956087921543733, 0.010422931330799315, 0.009032355261574686, 0.007851130103813959, 0.00687849601240456, 0.006026955194222828, 0.005306302816405327, 0.004679393516761367, 0.004106804143191621, 0.003585193209203508, 0.003116431668324788, 0.0026823084518657887, 0.0022775118983509204, 0.0018989686080304392, 0.0015452174597729786, 0.0012158314609099711, 0.0009110847064203011, 0.0006313484740161925, 0.00037708372451393193, 0.00014854725018757553, -5.428047171435195e-05, -0.0002317359677526231, -0.00038447238973694217, -0.000513431618865099, -0.0006198001008023264, -0.0007049571870752831, -0.0007704223862323429, -0.0008178058213164836, -0.0008487644409665543, -0.0008649651673657199, -0.0008680551719774108, -0.0008596388131996079, -0.0008412603895359651, -0.0008143916982147303, -0.0007804233812287299, -0.000740659134456327, -0.0006963120094130805, -0.0006485022091311694, -0.0005982559557882802, -0.0005465051570727365, -0.0004940877242501606, -0.0004417484841109659, -0.00039014068569692256, -0.00033982813236811313, -0.0002912879757513675, -0.0002449141959716655, -0.0002010217687298576, -0.00015985148959252784, -0.00012157539313333977, -8.630267578736314e-05, -5.408600662765191e-05, -2.492809355451272e-05, 1.2116365371119975e-06, 2.441038607064134e-05, 4.477549905038089e-05, 6.24382606013906e-05, 7.754808918783878e-05, 9.026720688073487e-05, 0.00010076585113981764, 0.00010921806881640973, 0.00011579811252336155, 0.0001206774382271362, 0.000124022286088091, 0.00012599181115263868, 0.00012673671871011935, 0.0001263983510666227, 0.00012510816671899738, 0.000122987550902608, 0.00012014789705153394, 0.00011669090077593095, 0.00011270901294790892, 0.00010828600281674251, 0.0001034975883982706, 9.841209798279686e-05, 9.309113283897725e-05, 8.75902082393985e-05, 8.1959355369806e-05, 7.624367274559985e-05, 7.048382031782519e-05, 6.47164539642856e-05, 5.897460095633257e-05, 5.3287980137897e-05, 4.768327160799638e-05, 4.2184342152492165e-05, 3.6812433068487476e-05, 3.1586317147413765e-05, 2.6522431515625533e-05, 2.1634992443954013e-05, 1.6936097714213604e-05, 1.2435820955277278e-05, 8.14230169666673e-06, 4.061833825432019e-06, 1.989546163836238e-07, -3.4434646900469525e-06, -6.864125715932601e-06, -1.0063207115367258e-05, -1.3042266042987287e-05, -1.580413728482223e-05, -1.8352830466586778e-05, -2.0693425880805014e-05, -2.283196945327007e-05, -2.4775367061296173e-05, -2.6531278492120194e-05, -2.8108011082856034e-05, -2.9514412935781735e-05, -3.0759765853640476e-05, -3.185367788700148e-05, -3.2805976031827864e-05, -3.362659971794002e-05, -3.432549620218812e-05, -3.49125195993412e-05]}, 'iteration_43': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-25012.373384963237, -6345.738038529305, 10.754241296076302, -1.3183269423445654, -0.4157998605083609, -15.576352145135509, 5390.24560621476, 11408.895106455655, 11229.655900830694, 5289.3825200324345, 25.36379047642116, -10.498636971605285, -8.961418325786422, -8.241382473698398, -6.700068396880652, -5.311873189056201, -2.9810029037135948, -35.17543216854436, -1229.7187240612586, -615.4448938953977, -4.453934009205703, 3.4987236530094217, 3.9893958496538944, 4.480107053117368, 4.716572796483455, 4.861173454118347, 4.969082211304434, 4.799460285527488, 4.721424290305069, 4.616661026892088, 4.374846442670751, 3.9678639207899025, 3.691441656464712, 3.545424709163641, 3.1637822747358992, 2.8326262557241604, 2.506666994553413, 2.1915174625576985, 1.9050128997360118, 1.6584383440547632, 1.4357000660223884, 1.2319437743417336, 1.0585491255813047, 0.9154934465539561, 0.7917128226790766, 0.6890579887323084, 0.6014051181583143, 0.5235384840184499, 0.45490257135265966, 0.3946129428846668, 0.33975825225573997, 0.2891074360924888, 0.24183366625342634, 0.1974421188877003, 0.15568660484461538, 0.11653268258102839, 0.08002012860287218, 0.046280369993943006, 0.015456938516936402, -0.012319429560210449, -0.036952602644201235, -0.05839398297524299, -0.07664821246629099, -0.09177333620324682, -0.10387699505559926, -0.11311002656759638, -0.11965861912506418, -0.12373591924534831, -0.12557375784263838, -0.12541495277970133, -0.12350646951137915, -0.12009358218854425, -0.11541507256577777, -0.10969943058365098, -0.10316197341132853, -0.09600277400329255, -0.08840528089453473, -0.08053551280953504, -0.07254172110073442, -0.06455442649759685, -0.05668675142278112, -0.0490349837584769, -0.04167932101323552, -0.034684754703542195, -0.028102063246841755, -0.0219688877806593, -0.016310869476781214, -0.01114282925957405, -0.006469972249376778, -0.002289099686566972, 0.0014101884758797633, 0.004644316867465644, 0.007434599835504835, 0.009806163188393339, 0.01178693602883555, 0.013406724005755172, 0.014696373241586349, 0.015687031492985632, 0.01640951070011688, 0.01689375222855765, 0.017168393609135503, 0.01726043317192858, 0.01719498682157097, 0.01699512943524334, 0.016681812078535797, 0.01627384519278038, 0.015787937465927163, 0.015238780018934068, 0.01463916574667244, 0.014000134219379273, 0.013331133299481672, 0.012640189560409272, 0.01193408066324474, 0.011218503944946445, 0.010498236679828571, 0.00977728449386359, 0.00905901554472732, 0.008346278980780438, 0.00764150707176789, 0.006946801097964175, 0.0062640016633245185, 0.005594744519085117, 0.004940503283352951, 0.004302620616794394, 0.003682329539627564, 0.0030807666095039425, 0.002498978574995714, 0.0019379240652369983, 0.0013984716999820908, 0.0008813958007477325, 0.00038737074805512907, -8.303519682490777e-05, -0.0005293659301044949, -0.0009512829050248929, -0.0013485694991437669, -0.0017211341171318615, -0.0020690118338792, -0.0023923645533578215, -0.002691479582362443, -0.0029667666956030817, -0.0032187536697479806, -0.003448080308344723, -0.003655491024497643, -0.00384182596559458, -0.004008010761357345, -0.0041550449604824315, -0.0042839892903785, -0.004395951944804083, -0.004492074143412363, -0.004573515357156837], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [129.58236187083062, 9015.666048398592, 3062.2675811593676, 600.5750598892267, -200.09505702336506, -400.38432665165885, -400.32428397534795, -341.80286566314817, -273.66038697331004, -211.5098997021417, -159.25963757177905, -116.80619344315332, -83.0886067797341, -56.42917222767321, -35.7279384789496, -19.6827988015037, -7.3874450809280185, 1.8573938264526173, 8.764899558599321, 13.832705630890535, 17.464399057324787, 19.970920622949087, 21.643755339363388, 22.662977044054415, 23.202392409926762, 23.379427715169896, 23.291514487129792, 23.01336200528386, 22.59907059772079, 22.09339838769133, 21.525512187140485, 20.922419142651165, 20.298389024225344, 19.669516433362755, 19.041557834191796, 18.421005033065857, 17.812358377754204, 17.21862868330085, 16.641726337904686, 16.080190643449505, 15.539823036824648, 15.015733128120536, 14.510314304840842, 14.02112958110488, 13.549976791144513, 13.094414601738317, 12.654110110424892, 12.228678821970256, 11.819278170215231, 11.422239041651862, 11.038777742463372, 10.66844529043172, 10.309524109864142, 9.962975183291451, 9.62835460219738, 9.303058567063536, 8.984937462292791, 8.683963812844175, 8.38859158728811, 8.107956585456893, 7.824226905708267, 7.562812478882782, 7.298784893965973, 7.047886693407755, 6.802336825474574, 6.568782961478961, 6.340187189749455, 6.116668580698865, 5.898315767218166, 5.685189817404408, 5.482397408494727, 5.284388990295166, 5.091193806067623, 4.907200022140857, 4.7234330938447355, 4.548440446968465, 4.377836743490235, 4.211601591290359, 4.049702973268444, 3.892098670558263, 3.738737576756804, 3.592534187563137, 3.447336756978754, 3.306194331735117, 3.1690310374292294, 3.0382232731295153, 2.9086617788264046, 2.7828375754218357, 2.6606635077085734, 2.542051197080434, 2.424973269229962, 2.3133054285451142, 2.203162974837794, 2.0980651020460996, 1.992863241648539, 1.892507162554118, 1.7952174728536952, 1.699503625120299, 1.6054637901449291, 1.515721417756157, 1.4275715753962093, 1.3410855037340386, 1.25742661286316, 1.1764912501448288, 1.0971731815833041, 1.020473955990497, 0.9453773663034907, 0.8719130683379275, 0.8009384576388986, 0.7315570744254382, 0.6637829039786057, 0.5983504356565582, 0.5344699157761222, 0.4721439252818194, 0.4113706501801514, 0.35274712373291156, 0.29503087336893374, 0.23939016852571862, 0.1846867152464061, 0.1319781411775277, 0.08022216662619644, 0.03037622515968298, -0.018513605902827072, -0.06599466296387575, -0.11209231210952465, -0.15720937689711417, -0.2009612450716474, -0.24337778209367758, -0.2848153793663014, -0.32494746949590547, -0.36380640379445317, -0.40198910266979804, -0.4386403866334908, -0.47460233510939304, -0.5093466417438655, -0.5431411952073352, -0.5759873542898677, -0.6078886517639274, -0.6388505700947086, -0.6686901629755773, -0.6978059327559539, -0.7260080318508565, -0.7533078072750383, -0.7798726661371166, -0.8055451853078539, -0.8303405000323532, -0.8542743401076663, -0.877488509206136, -0.8999799477226065, -0.9217476372688379, -0.9426857817639761, -0.9629150741957317, -0.9824387977328746, -1.0012616302830581, -1.019048973635338, -1.03642779797723, -1.053589510559887, -1.069749875482984, -1.084972085469213, -1.0999462377194902, -1.114019819224534, -1.127806065765242, -1.1412527757606925, -1.1533402907617796, -1.1651304036498293, -1.1765800549710814, -1.1872547755290452, -1.1975728779955102, -1.2075013214771735, -1.2163792796312405, -1.2252036473991792, -1.233339427957699, -1.240831882620797, -1.2479500424630183, -1.2546741440936509, -1.2609872578639505, -1.2667056041088591, -1.2718692272217305, -1.2766521952857026, -1.2810433455472547, -1.2850336565424125, -1.2885234272063788, -1.2916269960762596, -1.2943391965792805, -1.2966565342690783, -1.2985333400680277, -1.3000343751521481, -1.301158855993106, -1.301893633996936, -1.302276709561288, -1.3022914613699204, -1.3019537869216438, -1.3012668786727417, -1.3002347657332394, -1.2988953015945954, -1.2971941060744103, -1.295208779644808, -1.2928611567698478, -1.2902533369554696, -1.2872860945793883, -1.2840828893004435, -1.2805259856764526, -1.2767573022728727, -1.2726429645447632, -1.2682608381919793, -1.2637026486828158, -1.2588143049641198, -1.2536846083643318, -1.2482319956212518, -1.242644349981286, -1.236747818184393, -1.230642335693618, -1.224337184348881, -1.2177424199903524, -1.210963761658726, -1.2040104940882996, -1.1967895647809825, -1.1894105065761558, -1.1818823328342565, -1.1741099444399252, -1.1662050147256457, -1.1580717231035476, -1.14971803147707, -1.141256672409351, -1.1325915304008005, -1.123835224337099, -1.1148917109332812, -1.1057695539233594, -1.09647743491204, -1.0871266002201336, -1.0776221710897995, -1.067871521015308, -1.0581869607133636, -1.0482733450247501, -1.0382404099239881, -1.0280965663694699, -1.0178501148443417, -1.0075092258552463, -0.9970819226640104, -0.9864819408553169, -0.9759062793059927, -0.9651753127481035, -0.954299711579209, -0.9434694380478458, -0.932510961080686, -0.921434553398394, -0.9104225633258072, -0.8992229884281265, -0.8880165556354794, -0.8767267038341056, -0.8654439072311966, -0.8540137652008642, -0.8426061532432777, -0.8311485819986368, -0.8196494432629566, -0.8081168718299739, -0.7965587375560113, -0.7849826391718483, -0.7733958997203405, -0.7618055634973725, -0.7501500594603756, -0.7385067380534445, -0.7268159788236728, -0.715151980689641, -0.7034570372653443, -0.6918022093716644, -0.6800708623916121, -0.6684537864482404, -0.6566598591887428, -0.6451077679112022, -0.6332308129190171, -0.6216051606118187, -0.61022333402862, -0.5985531607348565, -0.5871346314659116, -0.5754577447692958, -0.5640389295885644, -0.5523899349350786, -0.5410040821713559, -0.5298727867147365, -0.5185394950357621, -0.5070267976574256, -0.49578390418361046, -0.48438429788265974, -0.47325587059060187, -0.4619916458728427, -0.4509989087769845, -0.43988957469285284, -0.42905106327593245, -0.4181135150751717, -0.4070941593630034, -0.39635162421950537, -0.3855421134281672, -0.3750060496579095, -0.3644164057237537, -0.35378757963631974, -0.3434338054025356, -0.33275920380501794, -0.32265439387994405, -0.31225368302670875, -0.30213105524094613, -0.29201289007080083, -0.2819098375137973, -0.2718319661243814, -0.2620303653181641, -0.25225889593431794, -0.2425262853980643, -0.23284073013290832, -0.22320990589647777, -0.2138506230340924, -0.20434421382761958, -0.19511048515228413, -0.1859458958263912, -0.17685610365727863, -0.16766521695355213, -0.15874559916677664, -0.14991511073277314, -0.14117778354907679, -0.13253728315288804, -0.12384120216639, -0.11540865535068866, -0.10693538522892797, -0.09872097545363295, -0.09047900259765684, -0.0823573008346271, -0.07435706710154426, -0.06647926535731892, -0.058603524499748545, -0.050859156988876414, -0.043246169653495495, -0.03565455817125751, -0.028200923431564776, -0.020884475072896588, -0.013704303196482151, -0.0064669896629114395, 0.0005305484009567915, 0.007479185267323535, 0.014371513370507268, 0.021116772518409554, 0.027798327463171506, 0.03433190048737068, 0.04079572154500162, 0.04711158999018171, 0.05342333395318677, 0.05958306201350315, 0.06565971447305088, 0.07158637719842073, 0.07748858165919956, 0.08323903101484928, 0.08895493951782246, 0.09451848202720252, 0.10003899076967655, 0.10540753402452284, 0.11067721548583954, 0.11589375590683357, 0.12100567429421964, 0.12601238644701837, 0.13091351964565287, 0.13574908131192528, 0.1404371586082495, 0.14509394784230698, 0.14963971315257518, 0.15407522990223405, 0.15843424647891918, 0.16268226958286133, 0.1668507864256342, 0.1709374084692163, 0.17491227781613417, 0.17883039344708906, 0.18263578258480884, 0.18635493042954362, 0.18998678416993267, 0.19353053056690003, 0.19698557982248274, 0.2003719861851295, 0.20364777796606146, 0.20685296719252882, 0.20996736775118024, 0.21300834934465537, 0.21595789462335827, 0.21883216548934792, 0.2216151337273305, 0.22433577560337473, 0.22695126437641358, 0.22952805271878354, 0.2319879475985516, 0.23432490128739933, 0.23665375244815362, 0.23896398311818506, 0.24105257486531317, 0.24312536458274303, 0.24517341364600784, 0.24710685254679196, 0.24900928301063766, 0.2508010390780521, 0.2524885640111998, 0.2541420127911846, 0.2556951322875916, 0.25721020769749803, 0.258681884413903, 0.2600562017039901, 0.26133900649743413, 0.2625784578960455, 0.2637705481871515, 0.26487510405298953, 0.26593131756749794, 0.26693614567947277, 0.2678584863854777, 0.2687035072896972, 0.2695234466154349, 0.27024508645957224, 0.2709376678297565, 0.271558731172199, 0.27212822095814476, 0.2726449107494637, 0.27309618266141, 0.2734963549529337, 0.27384469364650493, 0.27414067597763264, 0.2743786038085645, 0.27456648382973164, 0.27470414769252033, 0.2747915889689645, 0.27482865260017886, 0.27481733894202787, 0.2747584388470894, 0.2746526036215455, 0.27450029566784173, 0.2743020768125984, 0.2740585985751789, 0.2737705928377647, 0.27343886294542236, 0.27306427525641186, 0.2726477511556959, 0.272190259538283, 0.2716928097635602, 0.27115644507711373, 0.2705822364926296, 0.26996033485163007, 0.2693133223292718, 0.2686200835247535, 0.26789278595988436, 0.26713265226188027, 0.2663408990082432, 0.2655187336580644, 0.2646541349014158, 0.26376107026177764, 0.26282714708798105, 0.2618668660194492, 0.2608814802096551, 0.2598581304989584, 0.25881186819208724, 0.257743906320687, 0.25662670342279725, 0.25550430036137894, 0.2543346397801077, 0.2531621250217488, 0.25194444095168916, 0.2507116519757213, 0.24945036207248916, 0.24816168893516413, 0.24686120121368083, 0.24553552728155154, 0.2441857973657825, 0.24281314832782624, 0.2414187192571359, 0.2400036474157565, 0.23858308404464795, 0.2371300157417691, 0.23565966339684707, 0.2341731237207257, 0.23267147631043378, 0.23114230975514208, 0.229613732449951, 0.2280599527422835, 0.22648236748679818, 0.22490825016579113, 0.2233125380654801, 0.22169658798027322, 0.22007424667802825, 0.21843403807702572, 0.21678946126103682, 0.21512929037215542, 0.21345477904777393, 0.21177887876630344, 0.2100791861862314, 0.20838015673075408, 0.20667120919804038, 0.20495345399969825, 0.20321706177337628, 0.20148505873405206, 0.19973680671510388, 0.19798419132532022, 0.19622815488853815, 0.1944595215645908, 0.19268957347183918, 0.19090939009652502, 0.18912984862621798, 0.18734228010227363, 0.18554789237805439, 0.18374785196673143, 0.18192539921018727, 0.1801528375137945, 0.1783248487340507, 0.1765299576855237, 0.1746841126722216, 0.1728725970473616, 0.17109443645882563, 0.1692700908792385, 0.1674801295187963, 0.16564791582195404, 0.16377682050195022, 0.16201543396361115, 0.1601446078785745, 0.1583114044637149, 0.15651462737529517, 0.15468606803423152, 0.15289432033390643, 0.1510738308620907, 0.14922737445668036, 0.14741932907922672, 0.14564841347123605, 0.14379504019142347, 0.14203917172794414, 0.14020573094554398, 0.13841164922038315, 0.1366012827517522, 0.13482989824429784, 0.13304417338688632, 0.13124615498429318, 0.12948749418898464, 0.12766958786144936, 0.12594004236664183, 0.12415485588484056, 0.12240970115048745, 0.12065871932488402, 0.11890348215165081, 0.11714548785060717, 0.11538616157280508, 0.11366730079960674, 0.1119478593079538, 0.11022909413060718, 0.1085121956164458, 0.10679828871027941, 0.10508843440626761, 0.10338363134875898, 0.10171907890579904, 0.10002631065302482, 0.09837389723064374, 0.09669652069508942, 0.09502835012860099, 0.09340038913026273, 0.09175183129670973, 0.09011434200520523, 0.08848844412008346, 0.08687461768907212, 0.08524650211071305, 0.08365875678418917, 0.08205878354019068, 0.08047366255353093, 0.07890364196015089, 0.07734893952239062, 0.07578672041852658, 0.07424132765640627, 0.07269098598376439, 0.07115874096796614, 0.06964459483683387, 0.06812830370063971, 0.06663109704825725, 0.06513368729160154, 0.06365615396315305, 0.0621801277231495, 0.06072459407281873, 0.05927206404813712, 0.05782366831388083, 0.05639683523150795, 0.054975314549298354, 0.053560056138771364, 0.052151945276975004, 0.05076650063231963, 0.04937469673553109, 0.048006255699272415, 0.046647158684350674, 0.045284855419686534, 0.04394662484166895, 0.042619451611510734, 0.0412916891031223, 0.039988354437263535, 0.03868590704215159, 0.03739680090258206, 0.03612132771995173, 0.034849203218965695, 0.03359177879624424, 0.03234922370610148, 0.031111997624164483, 0.029890438472289654, 0.02867546954251462, 0.027467909940728775, 0.0262771473264983, 0.025094757317406974, 0.023921400958029124, 0.022765595503042902, 0.021611847915928736, 0.020476269366976215, 0.01934418280943544, 0.01823071926407709, 0.017121981026518438, 0.016025545795335085, 0.014941709527793827, 0.013870732735257657, 0.01280678384681233, 0.011756475830354749, 0.010714256033127655, 0.009686291434927257, 0.00866729825520007, 0.007657819971810553, 0.006658351621395162, 0.0056840267178368655, 0.0047196754744109415, 0.0037380784374942593, 0.002786747791795166, 0.001821063669355349, 0.0008855736579813478, -2.112365728559816e-05, -0.0009396732166746622, -0.001829593358803286, -0.002729105091593108, -0.003600277418731284, -0.004479026374402613, -0.005329835204389537, -0.006154002818369599, -0.007015582368852735, -0.007818563625307069, -0.008655421569746472, -0.009436278180116008, -0.010247776253250789, -0.011032434491091888, -0.011791528352219902, -0.012551166069257231, -0.01331003944383001, -0.014043661956767657, -0.01477572937109609, -0.015505125543636027, -0.01620982678804308, -0.016911297647215356, -0.017589008941207986, -0.018281939706296057, -0.018932483794246162, -0.019596597670684127, -0.020254631438783036, -0.02088950584795857, -0.021518182593893848, -0.022124780705199163, -0.022739842054063725, -0.0233328244255219, -0.023918500099269623, -0.024496413685901493, -0.025066153239171444, -0.02562734827801647, -0.02616788270247881, -0.02671147722333267, -0.02723471223494899, -0.02775961912316177, -0.02826455110003585, -0.028760226447521714, -0.029255818635476615, -0.029732129691182028, -0.030198758023558387, -0.030663896065996583, -0.031118519109164643, -0.031554971624235095, -0.03198882970816692, -0.0324121507945809, -0.032824963620806794, -0.03323376604316168, -0.03362543377919221, -0.03401269016260597, -0.034389186094147595, -0.03476045624326891, -0.035115546699678465, -0.03546520545527679, -0.03580890377964504, -0.03614164679595312, -0.03646362652398559, -0.03677914492394665, -0.037083904059741137, -0.03738184955463043, -0.03766911216493788, -0.03794930222180469, -0.0382221516209024, -0.038484384713651024, -0.03873915398531973, -0.03898627011092896, -0.03922298497385289, -0.03945203318686723, -0.03967329076327597, -0.039886657452916426, -0.04009205525360904, -0.04028942695342155, -0.040476917796909415, -0.04065825449384169, -0.0408314999151317, -0.04099666636259294, -0.04115378030111795, -0.041302881187620426, -0.04144402035608896, -0.04157837435306244, -0.04170473029440115, -0.04182317975281905, -0.04193468958040174, -0.04203834711295453, -0.04213499320525719, -0.04222389623659475, -0.04230577871173338, -0.04238007332118765, -0.04244739167782798, -0.04250771400188692, -0.0425610370622704, -0.042607372959485336, -0.042646510771578085, -0.042679013368024946, -0.04270464325700779, -0.04272336622640335, -0.042735489636749134, -0.04274096612887088, -0.0427398202200592, -0.042732138710029635, -0.04271801683829758, -0.0426974366426731, -0.042670584420623006, -0.04263739410529196, -0.04259791057920345, -0.04255219047481687, -0.04249975141140011, -0.042442319708821355, -0.04238026166526829, -0.04231049123050234, -0.04223272033699082, -0.042154364493917934, -0.0420642962172048, -0.04197431709464411, -0.041876575146938655, -0.041770913980239806, -0.041661827197221384, -0.04154487562206731, -0.04142484345114349, -0.041302015863221755, -0.04117159089471595, -0.041033538076039044, -0.040893097559248526, -0.04074520393949486, -0.04059527246116296, -0.04043808910688636, -0.04027921130666116, -0.04011330370023426, -0.03994603590407618, -0.03977197625559207, -0.03959121591160209, -0.039403861720962524, -0.039215745536904906, -0.039027048238986346, -0.03882646212326802, -0.038625583099046124, -0.03842457037702655, -0.038212084657869155, -0.037999762266650305, -0.03778201491455959, -0.03755900531789791, -0.037336596426814306, -0.03710355434473861, -0.03687141926233286, -0.03664029489694155, -0.03639908181572932, -0.03615361067428683, -0.03590959249607875, -0.035656117559365715, -0.03540438673172428, -0.03514905059462936, -0.034890288457242104, -0.03462827948169156, -0.034363202216875846, -0.03409523416842372, -0.03382455140429224, -0.03354619903544019, -0.03327065976319526, -0.032992923076767475, -0.032713155918952345, -0.032426609543518774, -0.03213847100405809, -0.03185369786867562, -0.03156279213190904, -0.03126608135976284, -0.030973133596116566, -0.030674793572071205, -0.030375882225382247, -0.030076535809670558, -0.029772510531440276, -0.029468432864483755, -0.029160175275344206, -0.028852231257590174, -0.028544713953679083, -0.028233670277100803, -0.027923390739277913, -0.027610038405371618, -0.02729389579885749, -0.026979048193553058, -0.026661832487414414, -0.026346196321000753, -0.026028591644339228, -0.025709272219665662, -0.02538848555414513, -0.02506990433078603, -0.024746837085007564, -0.02442631334901892, -0.024105122649652377, -0.023783479253445285, -0.023461590385806058, -0.023136590814042218, -0.022814863776384735, -0.022493469679318315, -0.02216969942589528, -0.021846728600293908, -0.021524719811123482, -0.02120382857486326, -0.02088154577810784, -0.020560782481116025, -0.02024167131939943, -0.019921847080092432, -0.019601591728058705, -0.019283559479945974, -0.018967852097424832, -0.018650010566838012, -0.018334885261006295, -0.018020380784128258, -0.017706721225747537, -0.0173941206797303, -0.017082783321476037, -0.016774878673979383, -0.016466593080142772, -0.01616012557084383, -0.015855641931268784, -0.015551511220840385, -0.015249758891291014, -0.014950521416265062, -0.014652272836791548, -0.014356872500737462, -0.014062861132307244, -0.013770464792687618, -0.013479897493878158, -0.013195695782945431, -0.012910666985796253, -0.012619767508444762, -0.012350409500200795, -0.012062456217461482, -0.011795441742160104, -0.011511459019439181, -0.011247788918566582, -0.010980141857471076, -0.010709250061498884, -0.010457377944613239, -0.010191851782974524, -0.009934580586162676, -0.009685236171984864, -0.009433992186323563, -0.009190652948152696, -0.008945983625927549, -0.008700540286043345, -0.008463186650242434, -0.008225527849947487, -0.007995836775418468, -0.0077737806802935195, -0.007544497140983418, -0.007323213855948192, -0.007109586558424459, -0.006890224452480525, -0.0066850916914360445, -0.006474956641390761, -0.006272521852392227, -0.006071815474929617, -0.005873138027392632, -0.0056819748950587305, -0.005492973047590106, -0.005306382849216495, -0.005127058865154492, -0.0049502183555310605, -0.004776066355078719, -0.004604789684868449, -0.0044365573585707875, -0.004275279060923044, -0.00411341287851317, -0.003958445334520568, -0.003806734838212697, -0.0036583828892268787, -0.0035134766450514235, -0.0033720895240057745, -0.003234281826887636, -0.003102723473717885, -0.00297208387761963, -0.002845136583496207, -0.0027218957867014854, -0.0026023657757655444, -0.0024865415713501557, -0.0023744095558636295, -0.002265948091293824, -0.0021611281231429216, -0.002058243497655581, -0.001960678714188051, -0.0018651255536427799, -0.001771771419068302, -0.00168346279216726, -0.0015973604034359744, -0.001514797960647577, -0.0014356877610098165, -0.0013588744670992926, -0.0012854551000896206, -0.0012153281239916335, -0.00114750255690227, -0.001082036594793177, -0.00101975686652609, -0.0009605460760207997, -0.0009035993662180735, -0.0008489339678554636, -0.0007971587149225997, -0.0007475862304250862, -0.0007002080425099232, -0.000655006704086691, -0.0006124131520529444, -0.000571874122111319, -0.0005333553858838118, -0.0004971835052535916, -0.0004625527475058912, -0.00043012330884805366, -0.00039918724681585883, -0.0003700275934796128, -0.00034283314370239353, -0.00031702490861042204, -0.0002928087572642658, -0.0002701199331393405, -0.0002487146957925708, -0.00022889882633228922, -0.00021026288180812445, -0.0001927802177929815, -0.00017666972313199839, -0.0001614876281357227, -0.00014754262884701774, -0.00013445570319425428, -0.0001223878040133845, -0.00011119634195064395, -0.00010091158986263313, -9.140858113939857e-05, -8.264744136970443e-05, -7.458802171363826e-05, -6.719024156089753e-05, -6.041439249998736e-05, -5.422140456723077e-05, -4.8573076130654377e-05, -4.3402497517910085e-05, -3.873654295896234e-05, -3.448374940125698e-05, -3.061901528603141e-05, -2.7135709638733837e-05, -2.40024470035819e-05, -2.1175210663786687e-05, -1.8631384781038268e-05, -1.636015241845794e-05, -1.432646780284107e-05, -1.2476496366071393e-05], 'MSE': 18558.650718116078, 'R_2': 0.8653866325471243, 'U_norm': [-193.02297843095556, -48.97069293215881, 0.082991551972503, -0.01017366041361359, -0.003208768966912559, -0.12020426202140988, 41.59706259668384, 88.0435806774864, 86.66037386264941, 40.81869210744611, 0.19573489915198278, -0.0810190279241099, -0.06915615841753454, -0.0635995699799633, -0.05170509562417209, -0.04099225484197981, -0.023004696528800474, -0.27145231603052283, -9.48986196141288, -4.74944958846766, -0.034371452679042735, 0.026999999153087338, 0.030786565400595593, 0.034573432667613944, 0.03639826237805045, 0.037514160065574224, 0.03834690270020013, 0.03703791339251838, 0.0364357018394272, 0.035627233293764236, 0.03376112604532112, 0.03062040135943388, 0.028487223194232122, 0.027360395858190816, 0.024415223152862132, 0.021859659147352307, 0.019344199040069735, 0.01691215869025213, 0.014701174422635735, 0.012798334000003284, 0.011079440507783235, 0.009507032896201263, 0.008168929109223249, 0.007064954175604122, 0.006109726763769041, 0.005317529178447033, 0.004641103239739966, 0.004040198663003326, 0.003510528483921387, 0.0030452674118799897, 0.0026219482968507287, 0.002231070900079295, 0.0018662545063866847, 0.001523680510796067, 0.0012014490470934997, 0.0008992943264577087, 0.0006175233081495592, 0.0003571502280742333, 0.00011928273515046947, -9.507026581138946e-05, -0.00028516691772430177, -0.0004506321868321366, -0.0005915018952398358, -0.0007082239826607395, -0.0008016291244134122, -0.0008728813488610111, -0.0009234174903346196, -0.0009548824217532138, -0.000969065205388515, -0.000967839690889501, -0.0009531117352865892, -0.000926774143648889, -0.0008906696185762235, -0.0008465614397139022, -0.0007961112311173403, -0.0007408629757178349, -0.0006822323641444962, -0.0006215005794414609, -0.0005598116920719411, -0.0004981729435143988, -0.0004374573107795665, -0.00037840785705145323, -0.0003216434744969508, -0.00026766570912657316, -0.00021686642304890002, -0.00016953609667395887, -0.0001258726054801176, -8.59903240179358e-05, -4.992942071987106e-05, -1.7665210439092172e-05, 1.088256502387575e-05, 3.5840656171967736e-05, 5.73735479478388e-05, 7.567513871920635e-05, 9.096096015537397e-05, 0.00010346102541985775, 0.0001134133771139593, 0.0001210583855803389, 0.0001266338296323114, 0.00013037076977233776, 0.00013249020468015808, 0.00013320048315994772, 0.00013269542715110626, 0.00013115310778074308, 0.00012873520651023984, 0.0001255868853902196, 0.00012183708703097202, 0.0001175991842772145, 0.00011297190117375545, 0.00010804043118444355, 0.00010287768440531084, 9.754560270353388e-05, 9.209648996522683e-05, 8.65743131075592e-05, 8.101593883257133e-05, 7.54522789551393e-05, 6.99093258837565e-05, 6.440906678030099e-05, 5.897027171282233e-05, 5.360915647063647e-05, 4.833992517792151e-05, 4.317520109000486e-05, 3.812635626469573e-05, 3.3203752148181425e-05, 2.841690408038207e-05, 2.3774582989976488e-05, 1.928486674002715e-05, 1.495515316711e-05, 1.0792145496445524e-05, 6.801819244356144e-06, 2.9893786725404827e-06, -6.407908901351897e-07, -4.085169645279259e-06, -7.341144993811092e-06, -1.0407045238752118e-05, -1.3282163529817038e-05, -1.5966770543428125e-05, -1.8462115708674806e-05, -2.0770416200728195e-05, -2.2894834291868325e-05, -2.483944288724829e-05, -2.660917941461493e-05, -2.8209788584091107e-05, -2.9647753896807486e-05, -3.0930218529586113e-05, -3.20648960993443e-05, -3.30599723452189e-05, -3.392399930889976e-05, -3.466578389619751e-05, -3.529427386002641e-05]}, 'iteration_44': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-25079.49767997975, -6582.356091668996, 7.998783382527242, -11.416857543393846, -10.607898802861918, 20.135388646941365, 5778.496251595186, 11565.070399455319, 11192.76345243618, 5122.107944105825, 8.966967220204534, -11.447799516208748, -8.981899362425837, -8.098308473693166, -6.8091605199950935, -6.004581069118788, -4.324869492072285, -121.71399986665048, -1249.4981545784417, -538.378653716799, 1.1205266041724007, 0.6210380331123836, 1.5903624841006474, 2.563937638640971, 3.3262122582373745, 3.9791533295162056, 4.5160129780630545, 4.693431345053842, 4.864380033347182, 4.894646164940706, 4.726728706777357, 4.407626577536174, 3.933728184016967, 3.784937869976073, 3.367663367597412, 2.97670715592538, 2.5995129729857194, 2.2444066188004856, 1.9300041062193503, 1.6650423188014427, 1.4319453824444164, 1.2230404251727527, 1.0488158004279768, 0.9067887606740194, 0.7852191583858589, 0.6842664942573243, 0.5975525332367014, 0.5188714048932852, 0.4511974906610101, 0.3904086913117939, 0.334814642575479, 0.283351610550972, 0.23532381905589517, 0.19032099277965922, 0.1481202996183644, 0.10872407493037574, 0.0721095059921893, 0.03841242464648448, 0.0076794051264399525, -0.01998069031954385, -0.04450427418337691, -0.06586263500510642, -0.08406702162992338, -0.09917005329507494, -0.11126443577830898, -0.12047978431757357, -0.1269781901181311, -0.13094902598159028, -0.1326033694933801, -0.13216832887773713, -0.12988148374756253, -0.12598559737673948, -0.12072371476197732, -0.11433472827392258, -0.1070494668554408, -0.09908734400476842, -0.09065358218187347, -0.08193701591193867, -0.07310846261422319, -0.06431963822017213, -0.05570258444457942, -0.04736956589986388, -0.03941338840241167, -0.031908084639313536, -0.024909910123631553, -0.018458590830608274, -0.012578764134826797, -0.007281556341461954, -0.002566243240255377, 0.0015780559166341931, 0.005170695200071757, 0.00823786834729221, 0.010811057028716323, 0.0129255870914186, 0.01461931257849224, 0.0159314411350711, 0.01690150893431013, 0.017568508008318138, 0.017970164681923518, 0.01814236385140815, 0.018118710960447863, 0.017930220918081, 0.017605121562237497, 0.017168758034157405, 0.016643583905135144, 0.016049224685835917, 0.015402599786883499, 0.014718089637547956, 0.014007735633006545, 0.013281461786817288, 0.01254730821348163, 0.011811667893789011, 0.011079519614121576, 0.010354651242625069, 0.009639868887912061, 0.008937188601649132, 0.008248008447041488, 0.007573259698090167, 0.0069135368138339365, 0.006269206490750578, 0.005640496726211684, 0.005027567179700819, 0.004430562460041075, 0.003849650147533033, 0.0032850455024368997, 0.0027370247905677543, 0.0022059292442381273, 0.0016921614336151492, 0.0011961758194965722, 0.0007184650028185212, 0.0002595430720081279, -0.00018007278062379996, -0.0005998813352267321, -0.0009994162602068603, -0.0013782641834171221, -0.0017360813353997989, -0.0020726083523310494, -0.002387682900922189, -0.002681249913407407, -0.0029533692350169755, -0.003204220613325985, -0.003434105904233236, -0.003643448502999663, -0.003832789969399625, -0.004002783920046033, -0.004154187285558647, -0.004287849154512184, -0.004404697479295377, -0.004505724044516937, -0.004591968229653848], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [127.72110517823639, 9041.527655848791, 3051.312886373426, 586.2862911134388, -209.59065080228515, -405.31944887326387, -402.20033380929874, -341.8343235376874, -272.64225694627896, -209.93789827374238, -157.43980284926081, -114.92597220546259, -81.25984815731393, -54.7150278344627, -34.1584641773927, -18.268112269985213, -6.124429621278167, 2.9807281140440227, 9.76346452981472, 14.722966901490073, 18.26269706490636, 20.692892149812113, 22.302275483441097, 23.269801560147393, 23.76660403186665, 23.908586726647478, 23.79148583043389, 23.488555385526038, 23.05257101026934, 22.52746621218507, 21.941545947463663, 21.321353769378934, 20.680654247581018, 20.03535204040401, 19.39093888332645, 18.753811767700032, 18.12843582848116, 17.517830316553606, 16.923944320341267, 16.345295632893574, 15.787915550691137, 15.246830022075569, 14.72458563590771, 14.218743940996193, 13.73124285469952, 13.259631946634329, 12.8036354736832, 12.362918246298339, 11.938736012866304, 11.527336465340092, 11.13002222290127, 10.746363939528973, 10.37461229222129, 10.015787050821935, 9.66944720010862, 9.33291316871196, 9.003975845449707, 8.692950815272749, 8.38790790143284, 8.098281713471309, 7.805675714048993, 7.536289772427705, 7.264427720512136, 7.006300377299516, 6.753891893964852, 6.514024474603787, 6.279457793951191, 6.050310017284656, 5.826666700576299, 5.608583925181043, 5.40127220001897, 5.199043189248569, 5.001918977952844, 4.81436212233713, 4.627215641728829, 4.449175636026492, 4.2757654510767535, 4.106955495122061, 3.942704182500366, 3.7829594748418196, 3.627660300631144, 3.4797445750082, 3.332979511286636, 3.190442234280964, 3.0520471150446147, 2.920179816675039, 2.78968126036878, 2.6630554429416513, 2.540206494797708, 2.4210376563085623, 2.303506807113824, 2.1914971754603596, 2.081104768282985, 1.9758499104652778, 1.8705714230028616, 1.7702180435860604, 1.6730022999154794, 1.5774303768690934, 1.4835974482584233, 1.3941154890450251, 1.3062818966609497, 1.2201649324542356, 1.1369191132054264, 1.0564363937686578, 0.9776131011340274, 0.9014410851697114, 0.8269077520159124, 0.7540401512164713, 0.683685562144368, 0.6149523038236999, 0.5478520379490803, 0.4831091363885385, 0.4199394598803453, 0.3583435977907669, 0.29831783656734046, 0.24044946519082025, 0.18351021936574327, 0.12865094016897674, 0.07474762811834074, 0.02284084337972796, -0.02809742160744932, -0.07712635301261418, -0.12518571306697637, -0.17183154299897077, -0.21709015188226008, -0.2613580189831513, -0.3042587371325027, -0.34582289217612816, -0.38640064730848145, -0.42567312406436414, -0.46367320148007074, -0.5009851906872723, -0.5367742895648316, -0.5718636670806276, -0.6057384163497126, -0.6386606155769331, -0.6706321953633549, -0.7016572186634913, -0.7317416586190131, -0.7607086719428343, -0.7889457740681677, -0.8162692604973816, -0.8426908336634871, -0.8683729924325458, -0.8931640490526612, -0.9170794103398738, -0.9401350556349327, -0.9624681698873719, -0.9840761814836751, -1.0049585329027901, -1.0250144377975607, -1.044360250007911, -1.062999645758533, -1.0809376746691985, -1.0978570287937917, -1.114354963236089, -1.1306117127966058, -1.145884710508945, -1.1602364859196705, -1.1743180657761847, -1.1875162282795415, -1.2004065995361732, -1.2129385082803354, -1.2241648234649076, -1.23507491896081, -1.2456271516196655, -1.2554219382105276, -1.2648440910163714, -1.2738618829496509, -1.281878886506384, -1.2897966231299998, -1.297043842060261, -1.3036651533612889, -1.3098998062962908, -1.3157291611466502, -1.3211373790067336, -1.3259691542030907, -1.3302638768088855, -1.3341686446049, -1.3376732727594083, -1.3407696858977192, -1.343383851573341, -1.3456052022723233, -1.3474294341102193, -1.348853883760871, -1.3498564423755715, -1.3504789126871402, -1.350721264083115, -1.3505924293428595, -1.3500879235644472, -1.3492340681962347, -1.3480260527116892, -1.34646769184698, -1.3445636087798376, -1.3423709742668615, -1.3397980322079852, -1.3369600061797784, -1.3337429355469643, -1.330284883432986, -1.3264523603128135, -1.3224031851380933, -1.3179868386614135, -1.3133780513276214, -1.3084115928567384, -1.303181683484764, -1.2977949722339133, -1.2920680620417784, -1.2861049820134465, -1.2798107737479225, -1.2734011325519787, -1.2666754451401174, -1.259747453065487, -1.2526265926348046, -1.245210952904311, -1.2376190603272819, -1.229860292577564, -1.2218304214352538, -1.2136508469198293, -1.2053306219398214, -1.196764219098464, -1.1880742983864152, -1.1791550805594775, -1.1700152480937418, -1.1607776790188702, -1.1513369669001803, -1.1418153494424188, -1.1321079223224155, -1.1222238169143481, -1.1121722500116702, -1.1020730886106016, -1.0918233922353953, -1.0813232843754845, -1.07090862008691, -1.0602615366920316, -1.0494998489752267, -1.0386323154621018, -1.0276675597063776, -1.0166140518174482, -1.0054800922157643, -0.9941734475298164, -0.9829039680714459, -0.9714799552632807, -0.9599127573540728, -0.9484041252828574, -0.9367693646828009, -0.9250193329756987, -0.913347178217106, -0.9014856070994091, -0.889625952745727, -0.877686998558924, -0.8657642290510219, -0.8536943807896137, -0.8416567278851051, -0.8295745736034009, -0.8174566470235356, -0.8053113951634585, -0.7931469760887883, -0.7809712537632968, -0.7687917945144968, -0.7566158649873522, -0.7443787072537771, -0.7321614510421931, -0.7199014490922493, -0.7076764221088971, -0.6954257915115774, -0.6832238961673898, -0.6709485760184081, -0.6587993632409156, -0.6464717875338107, -0.6344033706919667, -0.6220021031503317, -0.6098696054469863, -0.5979976391520397, -0.5858311241655944, -0.5739330275855027, -0.5617719207286739, -0.5498856419162192, -0.5377659299509915, -0.5259260207441808, -0.5143565926244283, -0.5025830986126204, -0.4906293303842874, -0.478961665726645, -0.4671374195616953, -0.4556003726830349, -0.4439285437281838, -0.4325438983218334, -0.421044448433142, -0.40983115490802235, -0.3985212960888959, -0.38713290674714584, -0.37603654094454697, -0.3648769861772398, -0.3540056013694393, -0.34308485605281097, -0.33212977068486993, -0.32146412090123144, -0.3104742244427081, -0.30007689491107287, -0.28938124975882024, -0.27897767934846984, -0.2685848338997759, -0.2582137593395773, -0.24787488500451363, -0.23782565220641974, -0.2278135479700728, -0.21784758807134838, -0.20793622692133934, -0.19808736901160395, -0.1885225561770665, -0.17881395833451372, -0.1693903406213864, -0.16004377972528921, -0.15078005878427178, -0.14142012525364026, -0.13234318059596772, -0.12336364732046333, -0.11448560059799365, -0.10571273152482172, -0.0968904447179503, -0.08834243206621863, -0.07976019967443633, -0.07144711455324558, -0.06311322818227526, -0.054908116594109435, -0.04683288735739152, -0.038888405943473134, -0.030953338838212233, -0.0231580175581631, -0.015502309251121487, -0.007875611698583775, -0.0003950737189388046, 0.006940265970736441, 0.014131490726513776, 0.021372180759222644, 0.02836531261840449, 0.03530184689022009, 0.04217429167347465, 0.04889221892451168, 0.05553874005900701, 0.06203011029099091, 0.06844415847291774, 0.07470339604886307, 0.08095034571151491, 0.08703862878523246, 0.09303653833135757, 0.09887818339058253, 0.10468733019666897, 0.11033873292482944, 0.11594765152225406, 0.12139853831156491, 0.12679860321974565, 0.13204138905577903, 0.13717899292757665, 0.14225598865809772, 0.14722228704335227, 0.1520774731296304, 0.15682134791298724, 0.16149269332043487, 0.16601256202375075, 0.1704930684612326, 0.1748574794748404, 0.1791067677804705, 0.18327339281626925, 0.18732452221107973, 0.19129033786162747, 0.19516862789482042, 0.19893123733106427, 0.20263032200206862, 0.2062131437215841, 0.2097048646830221, 0.21310463164757773, 0.2164118338201191, 0.21962608591462526, 0.22276612925764344, 0.22579324105352722, 0.22874460932190813, 0.23160177544756008, 0.23438082374506858, 0.23706545272942306, 0.239670555772911, 0.24218180223636657, 0.2446254654688521, 0.24696330835506794, 0.24925480609602052, 0.25143059932238704, 0.25348614929812596, 0.2555224918581473, 0.2575295988036318, 0.25933205032142387, 0.2611084647691489, 0.26285040158309925, 0.26448156131425987, 0.2660726630305137, 0.2675572671922907, 0.26894180514121485, 0.27028405030819563, 0.2715304349508946, 0.27273120807135415, 0.2738815189811967, 0.27493953296878404, 0.2759110339071216, 0.2768328604467751, 0.2777014901351753, 0.2784881003167213, 0.2792211086136835, 0.27989794131294804, 0.28049825142094886, 0.2810270878187473, 0.28151673406953676, 0.28192415217534855, 0.2822892666756865, 0.2825892993473921, 0.2828348785706952, 0.2830251777426094, 0.28315675560839326, 0.2832351512823606, 0.2832599999926043, 0.2832311374798398, 0.28315127047520333, 0.2830203240059581, 0.2828384558950643, 0.2826059742514375, 0.2823303839499334, 0.2819990879933199, 0.28162770391749004, 0.2812097962871632, 0.28074608621684805, 0.28023738230221473, 0.2796845708910066, 0.27908860680441194, 0.2784505045330255, 0.2777713299233286, 0.27705219236344203, 0.2762942374707003, 0.27549864027828486, 0.27466659891368184, 0.27379932875802043, 0.2728820917259781, 0.2719477763474826, 0.2709654684590376, 0.26995245558553677, 0.26891004833943444, 0.2678395427103793, 0.2667422173658984, 0.26560199837740994, 0.26443726305443177, 0.26323178122745317, 0.26200419397077446, 0.2607557727688127, 0.2594701323741655, 0.258166084424737, 0.2568448353118803, 0.2554723890102533, 0.2541027354135362, 0.2526844222464333, 0.2512711714999178, 0.24981184489020686, 0.24834248733882194, 0.24684699107761426, 0.2453266704241047, 0.243799748526961, 0.24225037945518665, 0.24067985170317177, 0.23908944668940846, 0.23748043483895012, 0.23585407203493655, 0.2342276178621261, 0.2325700780220372, 0.23089883272759498, 0.22921505170848896, 0.22751987751196281, 0.22579928994461831, 0.2240848283948994, 0.22234747172358058, 0.22058882167732227, 0.21883918304532138, 0.21707059585075583, 0.21528458036989334, 0.2134963908199194, 0.21169332223917314, 0.20989015570825792, 0.20807451965150373, 0.2062477683351842, 0.20442396055801315, 0.20257868707855728, 0.2007384657266935, 0.19889175458550565, 0.19703971239143844, 0.19517173480334885, 0.19331254258834246, 0.1914399263310952, 0.18956659531702016, 0.18769349454469028, 0.1858108047185266, 0.18393049984252127, 0.18204306243272578, 0.18015998111843198, 0.17827203440098977, 0.17638047505238036, 0.17448650473778018, 0.17257250862579337, 0.17071428356951932, 0.16880137964380285, 0.16692644232373152, 0.1650016672461292, 0.16311597934320993, 0.1612681349423924, 0.15937546508398293, 0.15752154406739272, 0.1556269746070317, 0.15369540815955746, 0.15188002023452643, 0.14995490416051105, 0.1480715298672153, 0.14622845225251802, 0.14435566057887914, 0.1425233649999996, 0.14066447918565658, 0.13878193341204278, 0.13694130660612044, 0.1351410972172736, 0.13325981458840883, 0.13148007394158917, 0.12962434941001377, 0.12781105308365973, 0.12598387267182679, 0.1241985190421208, 0.12240117735523859, 0.12059394325069261, 0.11882865835878027, 0.11700637018021859, 0.11527496532809947, 0.11349020461369162, 0.11174775279993567, 0.11000173971161167, 0.10825373731047545, 0.10650523668242996, 0.1047576490361199, 0.103052405752053, 0.1013486987820424, 0.09964776144555208, 0.09795075542494103, 0.09625877251133587, 0.09457283650969736, 0.09289390527471987, 0.09125655424547462, 0.08959340520619853, 0.08797179909225147, 0.08632760042446123, 0.08469432076530262, 0.0831022238550528, 0.08149180233874642, 0.07989399738791723, 0.07830927473230838, 0.07673805692113278, 0.07515467625226001, 0.07361224230665724, 0.07205960719027599, 0.0705230399787596, 0.06900272903695917, 0.06749883324830341, 0.06598924708918054, 0.06449747454467185, 0.06300247334410233, 0.061526442383082386, 0.06006932612515492, 0.05861161582200087, 0.05717369247209267, 0.05573700140579298, 0.05432077654464595, 0.05290737729767868, 0.05151494985701069, 0.050126728069652, 0.04874377999131316, 0.04738270889986927, 0.04602797483230968, 0.04468046529740484, 0.04334100325013164, 0.0420243096283623, 0.040702776189094986, 0.039404600778963655, 0.038116440948984684, 0.03682639226250767, 0.03556025926998465, 0.03430568286217253, 0.033051639534065355, 0.03182172736847433, 0.030593700416292, 0.029379283320402468, 0.028178718197936492, 0.026982304296615436, 0.025800696012194046, 0.02463401789080317, 0.023473288926673268, 0.022328184024676925, 0.02119016960720638, 0.020059997541717348, 0.01894642738583206, 0.017841553678939696, 0.016745975805815643, 0.015667618439935197, 0.014592006561613555, 0.013534139761285422, 0.012480323653231078, 0.011444621257596889, 0.010414082571795, 0.009395734846259165, 0.008389829122330026, 0.0073965831316572155, 0.0064105704740500475, 0.00543790112369275, 0.00447341351030399, 0.0035227949870105064, 0.002581139082007169, 0.001648932705437869, 0.0007266169214460913, -0.00017187379825431734, -0.001060558868148337, -0.0019645117264059818, -0.0028399872421290594, -0.0037280588489039907, -0.004587770334471139, -0.00542046089951398, -0.006263469495445287, -0.007079654822012389, -0.00790408408157664, -0.008702004904903986, -0.009506327487394373, -0.010284556711887358, -0.011037924937445074, -0.01182496754663001, -0.012557993915103776, -0.0133214392010873, -0.01403332381483198, -0.014772654108780505, -0.015487050695203602, -0.01617771564062723, -0.01686841927152884, -0.017557965047837253, -0.018224119625226607, -0.018888416253398307, -0.019549837848901682, -0.020188430058982996, -0.02082366099942373, -0.021436956286072634, -0.022063588666047792, -0.022651479811028104, -0.023251214553111566, -0.02384503048209438, -0.024417532859088355, -0.02498403474982491, -0.025530242497868554, -0.02608365926408304, -0.026616805783841967, -0.02714298136174535, -0.027661779722059802, -0.02817283453558497, -0.028675817540435897, -0.029159887082613436, -0.0296462906880753, -0.030114077170594795, -0.03058294879417154, -0.031033574937088446, -0.03147553940572745, -0.03191701557962778, -0.03234090814547021, -0.032755777861020866, -0.03316890379012934, -0.033572266373818625, -0.03395909255460537, -0.03434319552592373, -0.03471754063491062, -0.03508216211230704, -0.03544279765840508, -0.03578787875305817, -0.036128625439907906, -0.03645945050832857, -0.03678521754405651, -0.037096326112713476, -0.037402204519741584, -0.037702381146120054, -0.03799249577732569, -0.03827272899479479, -0.03854682813037078, -0.038811062953982026, -0.03906885876367291, -0.039316872385048426, -0.03955822635432617, -0.039792685361080805, -0.04001744153364013, -0.040235204525752896, -0.04044581019090705, -0.0406469255511139, -0.040840883910567206, -0.041027579982566294, -0.04120692988472808, -0.04137886977671307, -0.04154335452793331, -0.0416988534133058, -0.04184846188098585, -0.04199057540942387, -0.04212521126548015, -0.042252399389515374, -0.04237218133224067, -0.04248460924348784, -0.042590619686438215, -0.04268925639854662, -0.04278060750966882, -0.04286542278774326, -0.04294301384954497, -0.04301401844981206, -0.04307790945469631, -0.043135219538191015, -0.043185567645700904, -0.04322938812818759, -0.04326667063360285, -0.043297419639980794, -0.04332165335025294, -0.0433393066309881, -0.043350657344906784, -0.04335561717948795, -0.04335427694855842, -0.04334668984162745, -0.0433328228206425, -0.043312931030548986, -0.04328687456820628, -0.043254858292013657, -0.04321676345000181, -0.043172874678199136, -0.043123031660469685, -0.04306728366115394, -0.04300569040430474, -0.04293761861208288, -0.042865253785427895, -0.04278892204379939, -0.042704833158753445, -0.04261275406474475, -0.04252136244847758, -0.042417672760300465, -0.04231526865759822, -0.0422051312692818, -0.04208714520922115, -0.04196631876762114, -0.04183772306371993, -0.04170660737317757, -0.04157322310804587, -0.04143234449113885, -0.04128396845333902, -0.04113371401514189, -0.04097614768508124, -0.040817025703924086, -0.040650800389629455, -0.04048333574554301, -0.040308994264159875, -0.040133720906223455, -0.03995181066972561, -0.0397633679024902, -0.0395685109148509, -0.0393732906918299, -0.039177862590724824, -0.038970519374133414, -0.03876325072972816, -0.03855619202286292, -0.03833766415117634, -0.038119635159393234, -0.03789635313834529, -0.037667984090014456, -0.037440519145874485, -0.037202466855783746, -0.03696561323753137, -0.03673004229638027, -0.036484438137316826, -0.036234742769834904, -0.03598675366730372, -0.03572937931308756, -0.03547398874265069, -0.03521514348203214, -0.03495302083273771, -0.03468779759880805, -0.03441964966323598, -0.034148751598021644, -0.033875276307314114, -0.033594217116561895, -0.03331615330861525, -0.03303601885768769, -0.0327539769552547, -0.0324652385728042, -0.03217502848775031, -0.03188833128449132, -0.03159557947628532, -0.031297103160699946, -0.03100252201384564, -0.03070262437282793, -0.03040225358266264, -0.03010154144421102, -0.029796221831143388, -0.02949093790686794, -0.029181542602516198, -0.028872542841214134, -0.028564047376648225, -0.028252087394310673, -0.02794096293703886, -0.027626823464452537, -0.027309950272336025, -0.02699443491973132, -0.026676603384003652, -0.02636040792061233, -0.0260422911699988, -0.02572250518711786, -0.025401295672186106, -0.025082337263044315, -0.024758928383476295, -0.024438103859372496, -0.024116647477133536, -0.02379477158386297, -0.023472681479317054, -0.023147508508821763, -0.02282563728679068, -0.022504124537183177, -0.02218025856783826, -0.021857214315227077, -0.021535152567682927, -0.02121422708008867, -0.02089192696307279, -0.020571161962512265, -0.020252063099006425, -0.019932263860043552, -0.01961204497539699, -0.019294059044492225, -0.0189784064462285, -0.01866062781847567, -0.018345571491945104, -0.018031141409665854, -0.017717560598595174, -0.017405042127854247, -0.01709378919026992, -0.01678596982094203, -0.016477770586264352, -0.016171389123251702, -0.015866990430977352, -0.015562943322284799, -0.015261272032913643, -0.014962112402976575, -0.014663938298197695, -0.014368608074960331, -0.014074662319477417, -0.013782326566152884, -0.013491814346103257, -0.013207661077504061, -0.01292267500342101, -0.012631812604487555, -0.012362482640405221, -0.012074552218824893, -0.01180755198726707, -0.011523576665261737, -0.011259905927997159, -0.01099225047898987, -0.010721341903176421, -0.010469446395402215, -0.010203887130715492, -0.00994657528974096, -0.009697183151805504, -0.009445882507655415, -0.009202479932927724, -0.00895773827872968, -0.008712213408079605, -0.008474772140933546, -0.008237016700851404, -0.008007223543914298, -0.0077850604393433, -0.007555657611292151, -0.007334250519352228, -0.007120495417391673, -0.0069009934134269466, -0.006695721707729752, -0.00648543600335181, -0.006282847941859875, -0.006081981543639734, -0.005883137621660311, -0.005691806569226265, -0.005502631078164608, -0.005315861862143648, -0.005136358577889063, -0.004959334144580465, -0.0047849939778878406, -0.0046135252945907175, -0.004445097515734136, -0.004283625336762337, -0.004121558026971295, -0.003966391660886946, -0.0038144804577565964, -0.0036659263212779057, -0.003520816809979889, -0.003379225737978944, -0.0032412137945662463, -0.0031094553194821683, -0.002978611922716032, -0.0028514616330647096, -0.0027280189885311506, -0.0026082886053391385, -0.0024922658158955556, -0.0023799372975833524, -0.0022712816899376166, -0.0021662701980808075, -0.002063193764987718, -0.0019654435067783856, -0.0018697052253227578, -0.0017761668257826365, -0.0016876807123044916, -0.0016014022117403187, -0.0015186679811895589, -0.0014393904216620952, -0.0013624119717133255, -0.00128883222781996, -0.001218549698802489, -0.0011505714145789148, -0.0010849558649612479, -0.0010225317743072688, -0.0009631818151669107, -0.0009060994330917916, -0.0008513020559004124, -0.0007994001730142327, -0.0007497049073530463, -0.0007022079142738868, -0.0006568918497651484, -0.0006141889098013795, -0.0005735445682865707, -0.0005349246404525095, -0.0004986566910620394, -0.0004639329713011611, -0.0004314155670889189, -0.0004003947309697387, -0.0003711543682197595, -0.00034388391318911283, -0.00031800285958886716, -0.00029371774323571633, -0.0002709637146875667, -0.0002494964125237361, -0.00022962258641513243, -0.00021093167385684947, -0.00019339701366845373, -0.00017723821478036827, -0.00016201023792512955, -0.00014802276838669933, -0.00013489568375801326, -0.00012279047744025441, -0.00011156416676364168, -0.00010124716272442062, -9.171414773026672e-05, -8.292515720163354e-05, -7.483994807303279e-05, -6.741834257485922e-05, -6.0620533244307094e-05, -5.44073501300762e-05, -4.874049154341181e-05, -4.3552849928303876e-05, -3.887140886995589e-05, -3.4604420747901434e-05, -3.072671615194229e-05, -2.723165710880237e-05, -2.4087766654192802e-05, -2.1250891311700127e-05, -1.8698349104254205e-05, -1.641929629560593e-05, -1.4378575687074883e-05, -1.2522173649579718e-05], 'MSE': 18339.753962088333, 'R_2': 0.8669743788709797, 'U_norm': [-196.36142124986438, -51.53694917759893, 0.06262695103804468, -0.0893889663195942, -0.08305517566516041, 0.1576512250198698, 45.24308066807982, 90.54940770622392, 87.63440828355864, 40.10384930886114, 0.0702074040767522, -0.08963122833918237, -0.07032431617388807, -0.06340618866874745, -0.053312727961534745, -0.047013225216365154, -0.033861823351486624, -0.9529670133265838, -9.78302024278437, -4.215267744330061, 0.008773229805125606, 0.004862454279916281, 0.012451837818496535, 0.020074502493782353, 0.02604277704204557, 0.031155018059977464, 0.03535839266283143, 0.0367475003372627, 0.03808595327688742, 0.03832292375736814, 0.03700820401463817, 0.03450977488255568, 0.03079935917699143, 0.029634396548708555, 0.026367320972318063, 0.023306306020983318, 0.020353041693510838, 0.01757271533720056, 0.015111082133747577, 0.01303654803349654, 0.011211501683043008, 0.009575867874126976, 0.00821176579488485, 0.007099756625568002, 0.006147920181684999, 0.005357505283420766, 0.004678573159440977, 0.004062534577480484, 0.0035326776341813833, 0.0030567281080545678, 0.00262145119133979, 0.002218518316084226, 0.0018424818612156032, 0.0014901295517466375, 0.0011597167104441487, 0.0008512616221355901, 0.0005645856732431706, 0.00030075236727161996, 6.012635995436975e-05, -0.00015644000524902876, -0.00034844886615562363, -0.000515675424679168, -0.0006582077543232586, -0.0007764578405408251, -0.0008711515287418887, -0.0009433036491540675, -0.000994183304525892, -0.0010252732004898452, -0.00103822598157644, -0.0010348198051577926, -0.0010169148149674237, -0.0009864117405213406, -0.0009452135171012022, -0.0008951905667555068, -0.000838150178444546, -0.0007758102632247881, -0.000709777622573118, -0.0006415307476546723, -0.0005724070636303522, -0.0005035944394242068, -0.0004361267035088812, -0.00037088283835571195, -0.0003085894726331985, -0.0002498262496755729, -0.0001950336253738965, -0.00014452263661809042, -9.848618320027711e-05, -5.701137918969622e-05, -2.009255433898347e-05, 1.2355482815327977e-05, 4.048426612413562e-05, 6.449888101366772e-05, 8.464581509807126e-05, 0.00010120165420162859, 0.00011446277880997311, 0.0001247361675165593, 0.00013233137114455543, 0.00013755368013239087, 0.00014069847498793557, 0.0001420467186445476, 0.0001418615269256027, 0.00014038573290919582, 0.00013784034813413293, 0.00013442381389374374, 0.00013031193176219722, 0.00012565836084447817, 0.00012059557267407535, 0.0001152361596787034, 0.00010967440067929441, 0.00010398799633124516, 9.823989719005166e-05, 9.248015747968024e-05, 8.67477589047317e-05, 8.107235880452349e-05, 7.547592777361761e-05, 6.99742506086481e-05, 6.457827352877273e-05, 5.929528799926525e-05, 5.412994837258586e-05, 4.908512572065407e-05, 4.41626051624742e-05, 3.936363676148486e-05, 3.4689352741081833e-05, 3.0141065181212466e-05, 2.572045947490864e-05, 2.1429698661828645e-05, 1.727145444069307e-05, 1.3248878758609451e-05, 9.365529843469249e-06, 5.625264543649606e-06, 2.0321079451186616e-06, -1.409890564113282e-06, -4.696806653365258e-06, -7.824989151640848e-06, -1.07912015370871e-05, -1.359275224625401e-05, -1.622761057463066e-05, -1.8694505524061947e-05, -2.0993005938194666e-05, -2.312358037882465e-05, -2.5087636190299906e-05, -2.6887536771363806e-05, -2.8526597120436512e-05, -3.000905741203594e-05, -3.134003517637348e-05, -3.25254568468323e-05, -3.3571970412994394e-05, -3.44868413333721e-05, -3.527783484464699e-05, -3.5953088830357356e-05]}, 'iteration_45': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-25131.694561067638, -6793.289433432702, 11.27276056365337, -8.160045744247567, -6.131298453856822, -17.832177222653655, 6130.109368678714, 11707.435966030931, 11163.8856564786, 4984.60182415595, 4.467294331373076, -5.5112023524882545, -4.385249162182958, -5.010963875823057, -4.974426923435259, -5.079893201148834, -3.9279814251074874, -263.7409255849333, -1252.4000522289552, -443.12369585916235, -1.0325183284125006, 1.1228888894395304, 2.2392684991199276, 3.1482853610707027, 3.771889202119679, 4.244946353707595, 4.583232757485345, 4.5891533896206305, 4.629356031391913, 4.564282794447913, 4.359978612527066, 4.141691363497141, 3.668074194237722, 3.483948372167313, 3.173150233475331, 2.852812661718511, 2.5403487836062237, 2.2398021572323863, 1.9679311068794194, 1.7324848795367516, 1.517226186818708, 1.3156249515884728, 1.1415900403616412, 0.9940632466441839, 0.8642907719873264, 0.7519877876554837, 0.6514172263871878, 0.5610491562081473, 0.48346088157119615, 0.41268990774950354, 0.34836637245804786, 0.28944234982636996, 0.23515669234661446, 0.1849755002065249, 0.1385865038001915, 0.0958702092406784, 0.05659865673751121, 0.021078564792906394, -0.010912769516257696, -0.0393192501380839, -0.06409399137423834, -0.08525460936739071, -0.10285856994114469, -0.11700695014816719, -0.12784431343409391, -0.13555559272083947, -0.14036082417479986, -0.1425084892795843, -0.14226811745122137, -0.13992268742802166, -0.13576125199467148, -0.130072102824175, -0.12313669498968856, -0.11522446623664476, -0.10658861518609225, -0.0974628457272863, -0.08805904108694679, -0.07856579956709994, -0.06914774255289016, -0.059945493387919546, -0.05107622085485227, -0.0426346413301004, -0.03469437890744903, -0.027309590134207484, -0.020516769623270273, -0.014336663061935546, -0.008776224738701504, -0.00383056692043959, 0.0005151419204391621, 0.004283864238456959, 0.0075049922002288424, 0.010212777405593529, 0.012444904737850017, 0.01424121810189522, 0.01564260147761928, 0.016690014701176707, 0.017423680344461612, 0.017882415537108887, 0.018103100517502965, 0.018120274218473113, 0.017965845997941737, 0.017668911782053258, 0.017255662430729124, 0.01674937194453076, 0.016170453111657695, 0.015536568614796851, 0.014862786066486805, 0.014161766153716683, 0.013443974004614268, 0.012717904777371468, 0.011990315512230343, 0.011266456436077458, 0.010550295818103333, 0.00984473374152065, 0.009151801084265172, 0.008472840971045977, 0.0078086709496910526, 0.007159724865765266, 0.006526174231208973, 0.005908029426364763, 0.005305221656016407, 0.0047176668490347354, 0.004145313115188105, 0.00358817344010408, 0.0030463454801307435, 0.0025200204147677644, 0.0020094826785953435, 0.0015151024421378467, 0.0010373225076283621, 0.0005766411732522885, 0.00013359242432947515, -0.00029127533030108983, -0.0006974209531089881, -0.001084331860260471, -0.0014515441293234445, -0.00179866092930573, -0.002125368801725135, -0.002431451483915983, -0.002716801072795622, -0.002981426354715541, -0.0032254582307354824, -0.003449152189640522, -0.0036528878146559903, -0.0038371653805104023, -0.004002599601203024, -0.004149910716705113, -0.0042799131192374105, -0.004393501845934052, -0.004491637388868553, -0.004575329289027361], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [126.51163735838617, 9064.126715996703, 3041.4872269849643, 573.1378430334028, -218.44853285391125, -409.79559856869355, -403.5671912413981, -341.2440408605477, -270.9193151808819, -207.6388718062582, -154.93142309142382, -112.44373137701572, -78.94744931356733, -52.65396920370577, -32.38438299229543, -16.789038722040477, -4.92898097599436, 3.9176407576052106, 10.471099379980311, 15.233134130657751, 18.60715039529688, 20.902451293302157, 22.403224834950418, 23.28669193776027, 23.71955279685, 23.815066188008736, 23.66593574263132, 23.342699844846074, 22.895726415098235, 22.36704621231623, 21.78326958675143, 21.169540845707473, 20.53851873044786, 19.90513718741292, 19.274216174589295, 18.65158054567214, 18.04124461707136, 17.445876894999873, 16.867157116106153, 16.303467796032084, 15.760547417643513, 15.233444197502706, 14.724556671719304, 14.231445710568787, 13.755953430474937, 13.295655643751173, 12.850257694344887, 12.41941525714421, 12.004348501754336, 11.601382007692145, 11.211790525227912, 10.835158672625653, 10.469776021274344, 10.11665486512635, 9.775376327890227, 9.443312752131012, 9.118290311263662, 8.81052771877721, 8.508245277055916, 8.220815226514382, 7.929985396457198, 7.661821706612267, 7.3907724359414395, 7.133007936628256, 6.880552320809692, 6.640256669969921, 6.4048957120341825, 6.1746001337026355, 5.94946956806351, 5.729575474488827, 5.520200703430788, 5.315629045225208, 5.115898471831766, 4.925557870411558, 4.735330851804407, 4.554072696892451, 4.377252541863325, 4.204856544499374, 4.036858831517999, 3.8732229333264496, 3.7139031097352833, 3.561936879029177, 3.4109370578184093, 3.264079096113669, 3.1212910665198534, 2.985055488010651, 2.8500576931483406, 2.718897980635352, 2.5914918883807982, 2.467753442242972, 2.3455725765341278, 2.228999772932305, 2.113985464799055, 2.004209868133772, 1.894299929364311, 1.789431386934679, 1.6877501503971186, 1.5877025984105593, 1.4893952319023693, 1.3955747114875126, 1.3034171165090835, 1.2130005827325392, 1.1255449117368286, 1.0409449297621496, 0.958047435461733, 0.8779020822172543, 0.7994497303438971, 0.7227242669346542, 0.6486234707837369, 0.5762135094693996, 0.5055113920997015, 0.43728501845999096, 0.3707123733585225, 0.3057980104006425, 0.242541715339107, 0.1815657213175747, 0.12157898270011584, 0.06379682845919533, 0.007038041368208829, -0.04759930607079496, -0.10119514562924019, -0.15275768939715856, -0.20327361061746524, -0.25227445994133224, -0.29978670071008345, -0.3462251812189811, -0.39119387308966536, -0.4347243459989826, -0.47718257584212864, -0.5182343485148112, -0.5579141665631328, -0.5968314940624615, -0.6341156137853777, -0.6706242910573621, -0.7058216320768397, -0.739980503003785, -0.7731030944756005, -0.8051939746550092, -0.8362598462422663, -0.8661192891120362, -0.8951725776605185, -0.9232311285018944, -0.9503080752961056, -0.9765706927143789, -1.0018647502421518, -1.026207510839073, -1.04961688925801, -1.072233438294288, -1.0940554461410539, -1.115083396783188, -1.1352174740155934, -1.1545762803744573, -1.173164905934439, -1.1909899274624434, -1.20773954388856, -1.224007193570673, -1.2399681699562324, -1.2548945383509622, -1.2688534064387598, -1.2824792737815882, -1.295180073265524, -1.307511346865245, -1.319421668072112, -1.3300174971993561, -1.3402393747258636, -1.3500454958677384, -1.3590667164829928, -1.3676599393206186, -1.3757939750352022, -1.3829385528270057, -1.3899001749255935, -1.3961744228896922, -1.401808568567056, -1.4070096229568323, -1.411760179781957, -1.4160458014049537, -1.419748116330619, -1.4229085651208964, -1.425640501769199, -1.4279353118024298, -1.429786586288289, -1.4311575185171506, -1.4321036346764948, -1.4326223730764787, -1.432712861151298, -1.432389587700692, -1.4316609060412058, -1.430528557178347, -1.4290371599107148, -1.4271158656576504, -1.4248601928516649, -1.4222331319694101, -1.419240188278638, -1.4158876568515706, -1.412265892552866, -1.408221225939237, -1.4039330627862538, -1.3992272693556456, -1.3943041563777119, -1.3889718876254513, -1.3834484940566478, -1.377527002081729, -1.3714402446554197, -1.364968476829413, -1.35823527560835, -1.351374505890137, -1.344151226283704, -1.3366971022437901, -1.3288936923308898, -1.3210071164484345, -1.3127892201059679, -1.30437905216804, -1.295786824615293, -1.2868894926567498, -1.2778291423716177, -1.2686157595795247, -1.2591253559496915, -1.2495011653750308, -1.2397526879059477, -1.2297559714918103, -1.2196538309464575, -1.2093229228276634, -1.1987736073548518, -1.1881472744284889, -1.1773222005722421, -1.1664380793135438, -1.155374500207859, -1.1441419240326929, -1.1327508230069845, -1.1213364845965144, -1.109781995893801, -1.0979751311592052, -1.0862929553968927, -1.0743783046122208, -1.0623632542631292, -1.0502573513564164, -1.0380699447500192, -1.0258101686469299, -1.0134869284184058, -1.000998157975849, -0.9885753043763795, -0.9760066769539464, -0.9633049995034938, -0.9506914011885252, -0.9379630242651231, -0.925131871364007, -0.9124084079295981, -0.8995010515591481, -0.8866180335052912, -0.8736708662765786, -0.8607628229239506, -0.8477170760816508, -0.8347273009465609, -0.8217103890078475, -0.8086755979451159, -0.795631841472519, -0.7825876852177855, -0.7695513443700973, -0.7565306829505984, -0.743533214561165, -0.7304897101154065, -0.7174865195698843, -0.7044568100160001, -0.6914830061156727, -0.6785006175954004, -0.6655882061056088, -0.652616400478761, -0.6397957976191702, -0.6268050879239664, -0.6141050366489695, -0.6010727034813348, -0.5883403679141495, -0.575898167244929, -0.5631643591273682, -0.550728153291723, -0.5380340201562375, -0.525643302422543, -0.5130260451067257, -0.5007164299993556, -0.48870361979242005, -0.47649473517212504, -0.4641152239205249, -0.4520478620392194, -0.4398345460953, -0.4279334132791142, -0.4159088823179361, -0.40419539607405713, -0.3923790481698549, -0.38087155261458916, -0.3692798202027192, -0.35762273801058486, -0.34627924120235704, -0.33488582060653405, -0.3238008283933267, -0.3126797109151528, -0.3015380106301007, -0.2907046059431012, -0.27955632660694363, -0.26902277065110314, -0.25820090807716284, -0.24768821375971606, -0.23719990461455046, -0.22674718082959902, -0.216340570505941, -0.20623869353079435, -0.19618720136621154, -0.18619511447151643, -0.17627084914641525, -0.1664222321279267, -0.15687026012988403, -0.1471875509007736, -0.13780159922544627, -0.12850475029599406, -0.11930259862512092, -0.11001747652196356, -0.10102534939864664, -0.09214178035507764, -0.08337057619111343, -0.07471514530337361, -0.06602303507904744, -0.057612889839975596, -0.04918089199688138, -0.04102480898554908, -0.03285985437341483, -0.02483255105726151, -0.01694364875421341, -0.009193655505119278, -0.001464127704609508, 0.006118076681945171, 0.013553462665444032, 0.020949584318815186, 0.028192982689567558, 0.03528499122713066, 0.042227056564630425, 0.0492060157069258, 0.05593577803589248, 0.0626005472774779, 0.06919314149064494, 0.07562705571004172, 0.08198214472329818, 0.08817859618196755, 0.09429097738907809, 0.10024572035432604, 0.10617853056970418, 0.11195051661705219, 0.11762674324965498, 0.12314517104609564, 0.1286228879628664, 0.1339419697801801, 0.1392110983817818, 0.1443219298202941, 0.14937521064239767, 0.15427154751559016, 0.15905997631880428, 0.16378215174170555, 0.16839161115385426, 0.17288824473882702, 0.17727214990834742, 0.18157933192761502, 0.18573729440157838, 0.18984936656165158, 0.1938452054515521, 0.19772603483167883, 0.20152172490347278, 0.2052025987685594, 0.2087963255250798, 0.21230104866936458, 0.215691591538429, 0.21901512936337506, 0.2222244637262098, 0.2253424363438501, 0.22836849484404997, 0.2313023175296731, 0.23414379623728365, 0.23690965203184017, 0.2395660344482722, 0.24214585013754675, 0.24463315301526525, 0.2470421517283198, 0.24935893363368108, 0.25159658597890394, 0.2537430445680687, 0.25582094263413635, 0.2577980389919194, 0.25972475732792644, 0.26154299811911086, 0.26324979054749525, 0.2649290982923031, 0.26657189994883823, 0.2680355824459198, 0.26946618105191916, 0.2708561819191799, 0.2721448729840875, 0.2733883469496369, 0.2745349013867528, 0.2755906183859555, 0.276599795315759, 0.2775224023802877, 0.2783959321746833, 0.27921625895723107, 0.2799539307444675, 0.2806143560671618, 0.28122299151106533, 0.28177694135649384, 0.2822583430289478, 0.28268518093503325, 0.28305543473254846, 0.2833587108197274, 0.2835996624516388, 0.28379248383055633, 0.2839211624103235, 0.283999506037203, 0.28402203122295505, 0.28399119885005714, 0.2839065610829765, 0.28377229005908006, 0.28358650539859837, 0.2833491636525008, 0.28306039944001155, 0.28272951925084405, 0.28234993910166173, 0.28192206596014996, 0.2814464371189321, 0.2809362518551655, 0.2803679363707804, 0.2797680662041824, 0.2791248916007897, 0.2784392873972515, 0.27771219999055363, 0.2769446382919923, 0.27613766514682725, 0.2752923892374635, 0.27440995748046926, 0.2734915479211965, 0.27253836312417107, 0.27155162405267963, 0.27053256442704626, 0.26948242554788054, 0.26838341574201835, 0.26727469683227345, 0.26611933178084785, 0.26493765941065295, 0.2637309649107521, 0.2625005131475443, 0.2612475464795757, 0.2599536719429236, 0.25863969567245493, 0.25728724434251, 0.2559171626229814, 0.2545306455271944, 0.2531094144615161, 0.25167418140938497, 0.2502260620596563, 0.24872781927100826, 0.24723829733073982, 0.24570143504957928, 0.24417534506136493, 0.24260469668217596, 0.24102826857350265, 0.23942866598541782, 0.23780726267577967, 0.23618337845697976, 0.23454004504577178, 0.23287858392995672, 0.23120029994259242, 0.22950647801026658, 0.22779838025504365, 0.2260940138869507, 0.22436083475398072, 0.22261700244159088, 0.22086366592195425, 0.21910194165413513, 0.21731722914162913, 0.21554216626964148, 0.21374662612647485, 0.21193226440503818, 0.210130263375783, 0.20831174201990948, 0.20647825043043694, 0.20464539624975167, 0.20280010195714882, 0.20095743860963933, 0.19910470506594677, 0.1972432519476468, 0.19538734355873982, 0.19351210350690268, 0.1916444412331903, 0.1897725763191722, 0.18789764010118554, 0.18600887352945342, 0.18413122503541027, 0.18224221473927724, 0.18035463227659768, 0.178469377386609, 0.17657653152866942, 0.17468809613605696, 0.17279447306753584, 0.17090714799173443, 0.16901683622820204, 0.16712476333027781, 0.16523210019394732, 0.1633212375155889, 0.16146776182034311, 0.1595614684135952, 0.1576946717398829, 0.1557799310969211, 0.15390569040869503, 0.15207058671008478, 0.1501925013048741, 0.14835434515229615, 0.14647737185613316, 0.14456526439336714, 0.1427695396573921, 0.140866706150281, 0.13900653336856328, 0.1371874818094073, 0.1353404210524298, 0.13353456570705513, 0.13170376387418908, 0.12985093387352167, 0.12804058299113477, 0.1262711367458552, 0.12442320311269793, 0.12267612548312336, 0.12085559645312184, 0.11907779850939132, 0.11728748131339452, 0.11553919353458375, 0.11378019851756073, 0.11201255348509971, 0.1102869253659681, 0.10850658536542968, 0.1068159771814476, 0.10507421895369544, 0.10337466920441667, 0.1016725468966794, 0.09996937937766903, 0.09826661224082385, 0.09656561057151515, 0.09490666076272039, 0.09325002261705931, 0.091596884740296, 0.08994836411496766, 0.0883055080166816, 0.08666929607500735, 0.0850406424507198, 0.08345304849136985, 0.08184116718735648, 0.08027024794225242, 0.07867814237718114, 0.07709730265243506, 0.07555698327076625, 0.07399959339218942, 0.07245505443857558, 0.07092379687679043, 0.06940620920330386, 0.06787749527929018, 0.06638891078471534, 0.06489107241331336, 0.06340931570155277, 0.06194380118225309, 0.06049466120774526, 0.05904058668752554, 0.057604208370258675, 0.05616525526976607, 0.054745083609443204, 0.05334361813160415, 0.05194208393529331, 0.050560065187217874, 0.0491797164788889, 0.04781950527257738, 0.046462475952939924, 0.04512603831504536, 0.04379408725830317, 0.042467642291575534, 0.04116261476182717, 0.03986409075807712, 0.038572914318081485, 0.03728986671099964, 0.03602903456275276, 0.03476397279053582, 0.03352166609488545, 0.03228933147148645, 0.031055577243780594, 0.02984507269000287, 0.028645986687407633, 0.02744777884978881, 0.026272986750497607, 0.025100351182913077, 0.023941062455735417, 0.02279534119646907, 0.02165392354024138, 0.020526967608732603, 0.019414581233387195, 0.01830819431463748, 0.017217021633297063, 0.016132924017835993, 0.015056613612380778, 0.013996424556655784, 0.012944822182749956, 0.01190237198767325, 0.010876605945852316, 0.00985374942776373, 0.008848060685362617, 0.007846514721079431, 0.006862470903631551, 0.005883618692602157, 0.004916629001150617, 0.003961733404219567, 0.0030191316935954176, 0.002083669532685622, 0.0011611388408020076, 0.0002466390084114631, -0.0006544426177638063, -0.001546762309096654, -0.0024298621786534554, -0.0033033282076314766, -0.00415397387200422, -0.0049950818682505385, -0.005850376075588161, -0.006678466915021958, -0.0075182064871444606, -0.008330869247076276, -0.009117740606177066, -0.009914106904073993, -0.010684883710386162, -0.011463189917235082, -0.012216219929271098, -0.012975035650164321, -0.013708983544532764, -0.014419243973079589, -0.015160991839055402, -0.01585158653030293, -0.016570580287051512, -0.017240770500769234, -0.01793654113987248, -0.01860858996818953, -0.019258066093750723, -0.0199073271817173, -0.02055524089554383, -0.021180921681180073, -0.021804600286746634, -0.02242531558534656, -0.023024347491832353, -0.023619964606800017, -0.024194757087631424, -0.02478177865024792, -0.025332249474723206, -0.025893541936352744, -0.026449017336067294, -0.026984282801282594, -0.02751366348690608, -0.02802381008922338, -0.02854040774059418, -0.029037803222755277, -0.02952841289258348, -0.030011856576220332, -0.030487792038214417, -0.030955913178852084, -0.031406139514020937, -0.03185823336211298, -0.03229272167211354, -0.03272790540151929, -0.03314584393097471, -0.03355543714145366, -0.03396425218691841, -0.034356460770222697, -0.03473999599262882, -0.03512158081642767, -0.03549380219143944, -0.03585042332597664, -0.03620418322352935, -0.03654859829268234, -0.0368837052647166, -0.037214773979436545, -0.03753119039535566, -0.03784324927664792, -0.0381458315051621, -0.038443384026263766, -0.038727145842834015, -0.03900572512299235, -0.039278682982291535, -0.03954205518491592, -0.039796016114789674, -0.040043963474179795, -0.040282525050629965, -0.04051479629384803, -0.0407377684136926, -0.04095425288310707, -0.04116403401982705, -0.04136460518953156, -0.041558391021410845, -0.041745242911527966, -0.04192309907860532, -0.04209403192408997, -0.042257948228260504, -0.04241477491964192, -0.04256445777969778, -0.04270696017676156, -0.04284097020370813, -0.04296916013353656, -0.043090149416453706, -0.04320395995834972, -0.04331062552443443, -0.04341019073198747, -0.04350271009275093, -0.04358895428784533, -0.04366814675182024, -0.04374037561321832, -0.043806238618564856, -0.04386520796970983, -0.04391777793138055, -0.043963570155065815, -0.044002981956978555, -0.04403577010344871, -0.04406224132749153, -0.044082393488538665, -0.044096238296644566, -0.044103800264266135, -0.044105127391661135, -0.044100283116251665, -0.044089294480256655, -0.04407235249792871, -0.044049315453928095, -0.044020162190687204, -0.04398533326772591, -0.043944511520735904, -0.04389799230752725, -0.043845577853356583, -0.04378763603372529, -0.04372393185465753, -0.04365452047283848, -0.043579466706511444, -0.04349801016302231, -0.04341273436988976, -0.04332394119531639, -0.04322722689741384, -0.04312239947539376, -0.043019271959058615, -0.0429031885103782, -0.04278935624236498, -0.042667694170271275, -0.04253811943662705, -0.04240612735443528, -0.04226632686690137, -0.04212441833327911, -0.04198063161510682, -0.041829327015275135, -0.04167052543069407, -0.041510232850713626, -0.04134264403903816, -0.04117387321982552, -0.04099802743729744, -0.04082130180231642, -0.04063773820213988, -0.040453587813771494, -0.040262847993254636, -0.040065637419967846, -0.03986208756598687, -0.039658509660774804, -0.03945504111119962, -0.039239498207171083, -0.039024349440947535, -0.03880971298090797, -0.03858348541762141, -0.03835805922457619, -0.03812747782034536, -0.03789191397295899, -0.03765753842479584, -0.03741251079657972, -0.03716896250401223, -0.03692696222260488, -0.036674884619336705, -0.036418835239296524, -0.03616475014581284, -0.035901263307056966, -0.035640011923316464, -0.03537542395683366, -0.035107678386044644, -0.03483695330292687, -0.03456342551773521, -0.03428727019637151, -0.03400866052975852, -0.03372249736019159, -0.03343954863485529, -0.033154651256561356, -0.03286796771863437, -0.03257463054146817, -0.032279947760867705, -0.03198897320449621, -0.03169199273737501, -0.03138934399724041, -0.03109077706345484, -0.03078695143006972, -0.030482772725694655, -0.030178370257185862, -0.02986942402940635, -0.02956063072736099, -0.02924779374120681, -0.028935468182609267, -0.02862375968469598, -0.028308655977819504, -0.02799449828061968, -0.027677396213405613, -0.027357633205783858, -0.02703933565178234, -0.0267187945613985, -0.026399993337526115, -0.026079342692615234, -0.02575709553982019, -0.0254334981688574, -0.0251122497923729, -0.024786599205739907, -0.024463628451734745, -0.024140096949825617, -0.023816216734354908, -0.023492192629180078, -0.023165137935238212, -0.022841472318528674, -0.022518233197358344, -0.022192693254373324, -0.021868042682971774, -0.021544440997675714, -0.021222040614651393, -0.020898317754609475, -0.020576193610027615, -0.020255797620327108, -0.01993475216608921, -0.01961333815848763, -0.01929421651081216, -0.01897748578647258, -0.01865867030000883, -0.01834263307070678, -0.018027269815126094, -0.017712802990048078, -0.017399444987831723, -0.017087398229771088, -0.0167788345413591, -0.01646992990989828, -0.016162886005824644, -0.01585786678193223, -0.015553236638647298, -0.015251022576901231, -0.014951359227284897, -0.014652716719745162, -0.01435695515218794, -0.014062611775612539, -0.013769911464726513, -0.013479067016139015, -0.01319461735222939, -0.012909361979843353, -0.012618253204755023, -0.012348720407616772, -0.012060599697302934, -0.01179344721818079, -0.011509335210585604, -0.011245560576097739, -0.010977822059845085, -0.0107068521284095, -0.010454919856158986, -0.01018934277511322, -0.009932033967527515, -0.009682663645601747, -0.00943140360298433, -0.009188058012385446, -0.008943391025792245, -0.008697958419108866, -0.008460622784355137, -0.008222989159271126, -0.007993328887213552, -0.0077713083208191345, -0.007542067098602464, -0.007320829797253237, -0.007107251426607008, -0.006887943937559984, -0.006682866032808953, -0.0064727907384855505, -0.0062704167120802195, -0.006069773471287946, -0.0058711611627917425, -0.005680063004650532, -0.005491127441428039, -0.00530460451101387, -0.005125346736320346, -0.004948572873673339, -0.004774487683925826, -0.0046032777278922085, -0.004435111774115922, -0.004273897773425387, -0.0041120966645262795, -0.003957191822308183, -0.0038055429888619536, -0.0036572515078872056, -0.0035124043973135434, -0.0033710749521531705, -0.003233323365858248, -0.003101818404728081, -0.0029712315838194875, -0.002844335267663009, -0.0027211436025554275, -0.0026016608408359785, -0.0024858819790145184, -0.002373793386530135, -0.0022653734227121975, -0.002160593039839051, -0.0020577467166590702, -0.001960217700269928, -0.001864698997964556, -0.0017713779354493412, -0.001683100009418035, -0.0015970269654874318, -0.0015144920742128606, -0.0014354076965159336, -0.0013586188966107588, -0.0012852223731706681, -0.0012151166638713926, -0.0011473111195396608, -0.0010818639424468592, -0.0010196015611094583, -0.0009604067604132476, -0.0009034749395316277, -0.0008488233554457457, -0.0007970607291384352, -0.0007474998928266214, -0.0007001324106185695, -0.0006549408744691062, -0.0006123561700509938, -0.0005718251898824244, -0.0005333137474790382, -0.0004971483831954462, -0.00046252354417482933, -0.00043009934754370234, -0.0003991679992213002, -0.00037001251709253125, -0.00034282170533453876, -0.00031701668412753694, -0.00029280332404173914, -0.0002701169057612763, -0.00024871374075898634, -0.00022889960805643096, -0.00021026512716993258, -0.00019278367688424492, -0.0001766741550641126, -0.0001614928403806127, -0.00014754843318253209, -0.00013446194707146482, -0.00012239434652992564, -0.00011120306335335121, -0.00010091838636760258, -9.14153653714312e-05, -8.265413954178942e-05, -7.459457251761571e-05, -6.719659505124127e-05, -6.0420508988144513e-05, -5.42272535413475e-05, -4.857863521299756e-05, -4.340774958164953e-05, -3.874148084994989e-05, -3.4488367564227663e-05, -3.0623312813055144e-05, -2.7139691380024184e-05, -2.400612096005407e-05, -2.1178585766345317e-05, -1.863447218831109e-05, -1.6362966417436826e-05, -1.4329022404172507e-05, -1.247880178747716e-05], 'MSE': 18145.836427628747, 'R_2': 0.868380940841365, 'U_norm': [-198.65124776588044, -53.69695302905386, 0.08910453476562624, -0.06450035690918322, -0.0484643041210003, -0.1409528612189203, 48.454905102810066, 92.54038788112625, 88.24394273081109, 39.400342447206555, 0.03531133131147709, -0.04356280955714186, -0.03466281255786991, -0.039608718943451734, -0.039319915848071034, -0.04015356467402328, -0.031048380339127248, -2.084716724018211, -9.899484989871958, -3.5026319010504308, -0.00816144943119072, 0.008875775505212504, 0.017700098986644163, 0.024885342044089445, 0.029814563224736815, 0.03355380146826896, 0.0362277563044377, 0.03627455541535238, 0.03659233362692279, 0.03607796800451403, 0.03446306374233842, 0.0327376315680054, 0.028993966714522847, 0.027538560505788012, 0.025081884219815657, 0.022549804332358946, 0.02007996135706954, 0.017704317239801058, 0.015555336666572928, 0.01369427287201903, 0.011992779652093671, 0.010399240591991085, 0.009023597091867088, 0.00785748465246668, 0.0068317096513576545, 0.005944020685094611, 0.005149069615005958, 0.0044347632296708964, 0.0038214736032519533, 0.0032620707256973067, 0.0027536310534216827, 0.002287871349446093, 0.0018587751908905792, 0.0014621224141036604, 0.0010954447117174193, 0.0007577975549145681, 0.00044737905577592373, 0.00016661364346324165, -8.625901750152264e-05, -0.0003107955208579185, -0.0005066252627672844, -0.000673887488464901, -0.0008130364314500266, -0.0009248710463090298, -0.0010105340219595674, -0.001071487144259416, -0.001109469669544911, -0.0011264456976361318, -0.0011245456998657455, -0.0011060064565399908, -0.0010731127597252605, -0.0010281433853482492, -0.0009733230700392975, -0.0009107815605289872, -0.0008425202428313689, -0.0007703864085843179, -0.0006960548699365451, -0.0006210163854174046, -0.0005465721901460972, -0.00047383382885366685, -0.0004037274517771735, -0.0003370017361024073, -0.0002742386369402942, -0.00021586622990951343, -0.00016217298343668116, -0.00011332287996466548, -6.937088904930487e-05, -3.0278376038153802e-05, 4.071893561458442e-06, 3.386142443205614e-05, 5.932254434439239e-05, 8.072599202758094e-05, 9.836964429494482e-05, 0.00011256844375428962, 0.00012364555419383812, 0.00013192473900091808, 0.00013772393392298595, 0.00014134996551397436, 0.0001430943503429379, 0.00014323009833709676, 0.00014200943418234672, 0.00013966234404294927, 0.0001363958512451993, 0.0001323939230596203, 0.00012781791055771935, 0.00012280742684621013, 0.00011748157253028139, 0.00011194042288587008, 0.00010626669858887662, 0.00010052754886279212, 9.477638413213162e-05, 8.905470434905856e-05, 8.339387634497588e-05, 7.781682357008805e-05, 7.233959891868037e-05, 6.697281900073573e-05, 6.172294605045575e-05, 5.6593409361579064e-05, 5.158556463500658e-05, 4.669949392123445e-05, 4.1934653434585536e-05, 3.729037864228551e-05, 3.2766259382606605e-05, 2.8362398299288673e-05, 2.407956730826248e-05, 1.9919277570904927e-05, 1.5883777375095177e-05, 1.1975992700869028e-05, 8.199423639153609e-06, 4.558008943702603e-06, 1.0559694540546657e-06, -2.302359980825438e-06, -5.512701987385785e-06, -8.57100489223398e-06, -1.1473601661705502e-05, -1.4217355580464381e-05, -1.679978894377571e-05, -1.9219192322604467e-05, -2.1474712806616478e-05, -2.3566419846746786e-05, -2.5495348138797086e-05, -2.7263517171179596e-05, -2.8873927325788962e-05, -3.0330532979788402e-05, -3.163819308539368e-05, -3.2802600715494636e-05, -3.383019316107567e-05, -3.472804516367723e-05, -3.550374884759518e-05, -3.6165284039901696e-05]}, 'iteration_46': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-25103.18508862392, -7081.58178443258, 5.754569267835767, 3.4719194444266397, 2.738998090199112, 2.9398391646583097, 3529.874230287414, 14643.981010966043, 13843.21171558693, 2217.6441355263178, -2.7020422889981766, -2.901943729913535, -2.9842253380767128, -2.9489592518472207, -2.8160467622152825, -3.040698097974886, -2.1728722539941994, -436.1585738866801, -1235.8052761977908, -318.706976437919, 1.429091703189726, 0.7843708803948122, 1.591036986092697, 2.1689216352155096, 2.5563905867399423, 2.861494099061746, 3.098493562572285, 3.2406417944988415, 3.2919952223130355, 3.2640695581021446, 3.170931302946538, 18.26265106791878, 2.63089186772287, 2.647481223985561, 2.435249600845382, 2.2210485802286515, 2.0114027525299667, 1.8051268726329173, 1.6217282332830365, 1.4581207378470686, 1.3034883908604296, 1.1512918108806114, 1.0187763312777394, 0.9031865647737654, 0.797950212196019, 0.7020755668047165, 0.6103002569009013, 0.5292120076027533, 0.4583489682888361, 0.3917809953806758, 0.33078200277269654, 0.27486164523632123, 0.2236388849820309, 0.17682125653712352, 0.13418406706292413, 0.09555093033825131, 0.06077653177513011, 0.029732108905337923, 0.0022938474222651364, -0.0216658756999087, -0.04228458473198733, -0.05971343674327665, -0.07411894137934161, -0.08568303163121603, -0.09460184198472237, -0.10108352658008107, -0.10534541632447275, -0.1076107760131596, -0.10810538293011522, -0.10705410958875113, -0.10467765708984475, -0.10118955221042776, -0.09679349124348059, -0.09168108668258043, -0.08603004934036745, -0.08000281771881262, -0.0737456292674988, -0.06738801355797983, -0.061042676140018064, -0.05480573315337197, -0.048757250789520014, -0.0429620404580291, -0.0374706588576842, -0.032320563211165464, -0.027537373800890243, -0.02313619962741129, -0.01912298729443252, -0.015495858293323186, -0.012246405207582429, -0.00936092278463852, -0.006821555168623182, -0.004607345685194838, -0.0026951802669100615, -0.0010606198224948845, 0.00032137950446862226, 0.0014758561352931606, 0.002427338393278276, 0.0031994390272077925, 0.0038145411006433347, 0.004293566593194342, 0.004655818540563488, 0.0049188873260010415, 0.005098611887026058, 0.005209086908859159, 0.005262707608189078, 0.00527024428335155, 0.005240939571191987, 0.00518262204987382, 0.005101830611761103, 0.005003944807988738, 0.004893317010931176, 0.004773403049570766, 0.004646888507997058, 0.004515808539819202, 0.004381659557668717, 0.004245501604651792, 0.004108050709763071, 0.003969760769485477, 0.003830894950623943, 0.0036915867350988904, 0.0035518910438269748, 0.0034118259643865327, 0.0032714057673719245, 0.0031306659764765827, 0.0029896813081441375, 0.002848577320941729, 0.0027075366699362184, 0.002566800741943953, 0.002426667522832579, 0.0022874864134128205, 0.002149650703718837, 0.0020135883164200826, 0.0018797514164071694, 0.0017486053467230239, 0.0016206173684742886, 0.0014962455529778, 0.0013759281712206995, 0.0012600738233422832, 0.0011490525536304794, 0.0010431881357277908, 0.0009427516615138235, 0.0008479565985661262, 0.0007589553723281781, 0.000675837557646565, 0.0005986297243986918, 0.0005272968963205175, 0.00046174558511164214, 0.00040182826776694324, 0.00034734913460515753, 0.00029807085792834403], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [124.51022672365151, 9107.6929866042, 3021.047816860689, 543.1610937374427, -237.4278843454684, -416.7912358181648, -402.5755891490328, -335.9973146143913, -263.84983930905753, -200.11328413905133, -147.64883350734846, -105.7308682294193, -72.92982006448378, -47.35902018932947, -27.78057416139656, -12.82360304671503, -1.5367660357379462, 6.808878952092022, 12.927659302781587, 17.31688081362936, 20.37384762605953, 22.40266142637317, 23.67701626912162, 24.370598348676115, 24.641609512956475, 24.59928610757162, 24.331703924153306, 23.90551185311399, 23.36738111969101, 22.757378759224416, 22.099649003088924, 21.41820194575502, 20.724137897036794, 20.03185789293411, 19.34523725909567, 18.669694366321487, 18.008978527970754, 17.36559995349555, 16.74115764225132, 16.133809339500356, 15.549710897153476, 14.983556124583219, 14.43797682295491, 13.910426710019175, 13.402947490597505, 12.91301748941386, 12.440386921940421, 11.984740688804898, 11.547394221867023, 11.12449268388545, 10.717384976856174, 10.32562089660964, 9.947399019071634, 9.583729546968152, 9.234118893690008, 8.895819552417764, 8.56658588539473, 8.256651553300092, 7.954035414994506, 7.668009060901541, 7.380368042699261, 7.116768757702319, 6.8519570938651935, 6.601670233030643, 6.358022157266706, 6.12748891425043, 5.903002052878692, 5.684605534838168, 5.472307134412705, 5.266082837485397, 5.070753825382183, 4.880858542469286, 4.696344507766024, 4.521297687841635, 4.347101506777631, 4.181784324027828, 4.021111529433933, 3.8649956194148998, 3.7133409404877735, 3.5660455660477726, 3.42300295810355, 3.286869761607833, 3.1518681344843187, 3.020792955878688, 2.8935314739199276, 2.7722484452817873, 2.6521734413800777, 2.5355871712354703, 2.42238318861234, 2.3124577021298895, 2.2039123355868178, 2.100325154563996, 1.998080311999357, 1.9004354844089737, 1.8025982939157927, 1.7091653350267508, 1.6184803162348858, 1.529151071474181, 1.441265521285417, 1.3572784628553087, 1.2746628325411142, 1.1934857779194217, 1.1148433355108056, 1.0386453878646302, 0.963856051310528, 0.8914258047217667, 0.8204016951580971, 0.7508168699498082, 0.6834908625211505, 0.6175809535691063, 0.5531065242856592, 0.49077409389036, 0.42983910369899797, 0.37031035145729907, 0.3121924978143658, 0.25606389818368713, 0.20074121427674682, 0.14735030162615595, 0.09480491074707317, 0.044126684209412334, -0.0056808649615639395, -0.05369101837163527, -0.10081738716790868, -0.1466192157193115, -0.19111627003701334, -0.23469328215984472, -0.27697485953534207, -0.31798587384596466, -0.35806739880518135, -0.3969002660916828, -0.43451255106247283, -0.47147926082787384, -0.5069697978368325, -0.5417970886476794, -0.5754472769652952, -0.608177741720008, -0.6399879193945296, -0.6708795197078553, -0.7008563092820183, -0.7297398565180264, -0.7579146944490445, -0.7851959884575932, -0.811593832709603, -0.8372692707319407, -0.8620694600241677, -0.8860085898016369, -0.9091015549518443, -0.9314848917674722, -0.9531553597318624, -0.9741118104953095, -0.9942524775456751, -1.0136936581232288, -1.0324386756472907, -1.0504922955819647, -1.0675345011812092, -1.0841665817269395, -1.1005710332619945, -1.1159986153869714, -1.1305114867562758, -1.1447681232555866, -1.1581478571858788, -1.1712344005365312, -1.1839777222964631, -1.1954136072801111, -1.2065487445606116, -1.2173421790513415, -1.2273853423962602, -1.2370728999347578, -1.2463738505863573, -1.2546714303186477, -1.2628986408445642, -1.2704636116890597, -1.2774108221371152, -1.2839910428755863, -1.2901863305511956, -1.2959815326657673, -1.3012094885097443, -1.3059093816819922, -1.3102411719960143, -1.3141952720258416, -1.3177641775042603, -1.3208604826548846, -1.323587493875372, -1.325941384052422, -1.3279199295317918, -1.3294864504752057, -1.3306975709598738, -1.3315535885858887, -1.332048020291725, -1.3322077888640729, -1.332027793123421, -1.3315190922549727, -1.3306856249173322, -1.3295320928488157, -1.3280987323513511, -1.3263275273944952, -1.324299548391864, -1.3219352116676637, -1.3193376527510257, -1.3164083269971014, -1.313269430401103, -1.3098058845525633, -1.3061561859052393, -1.3021909670877894, -1.2979860394239093, -1.2936292173319885, -1.2889734609557613, -1.284103990230102, -1.278943978531967, -1.2736714156374511, -1.2681224153852546, -1.2623915192228425, -1.256487565089497, -1.2503267582224602, -1.244008255761403, -1.2375407710567115, -1.2308380828894152, -1.2240021643004662, -1.217041360291033, -1.209867981169632, -1.2025853096601569, -1.195105251894885, -1.187435531799946, -1.17967977794643, -1.1717499868134464, -1.1637492955535245, -1.1555899970247225, -1.147280142554196, -1.1388278453011993, -1.1303342702193822, -1.1217131871373438, -1.1128808878618146, -1.104120176914375, -1.0951639463615108, -1.0861115533075503, -1.0769705996191217, -1.0677485539978209, -1.058452736224522, -1.0490903034706893, -1.0395838717572363, -1.0301100192522412, -1.020507713737183, -1.0107866370488292, -1.0011164275522242, -0.9913419642913243, -0.9814724647853035, -0.9716702021846098, -0.9617107472820539, -0.9517548015448537, -0.9417341988631387, -0.9317290813314546, -0.9216024509924751, -0.9115047121909057, -0.9013714878223249, -0.8912100655797296, -0.8810274828146376, -0.8708305215224006, -0.8606257048395026, -0.850419294933289, -0.8402172921654827, -0.8299653507048138, -0.8197313424231462, -0.8094626828702692, -0.7992243535637416, -0.7889654963057908, -0.7787482323561853, -0.7684701372159352, -0.7582981341392002, -0.7479771569719794, -0.7378733553909761, -0.7274909304427779, -0.7173333960258537, -0.7073936970425325, -0.6972069202445336, -0.6872442468570628, -0.6770605033435078, -0.6671058855765051, -0.6569545309479499, -0.6470361217405962, -0.6373427436070276, -0.6274766013738585, -0.6174573155978144, -0.6076755857523206, -0.5977600754299655, -0.5880827261751126, -0.5782893759463285, -0.5687338824393564, -0.5590786502768442, -0.5496601481015724, -0.5401567278763504, -0.5305831658788169, -0.5212507912635201, -0.5118606920888086, -0.502708355549678, -0.4935094709052197, -0.48427631114437764, -0.4752816243496139, -0.46600749739419867, -0.45722749055839984, -0.44818919555232206, -0.4393911565400106, -0.4305953603125003, -0.4218108069767859, -0.4130459902479234, -0.4045191116971218, -0.396015879462941, -0.38754363595390645, -0.3791092652200308, -0.3707192030343917, -0.362562202803377, -0.35427313976080466, -0.346217830002674, -0.33821861691997235, -0.33028021955348985, -0.32224866843270006, -0.3144491519684392, -0.3067223613691613, -0.29907163675163073, -0.2915000091297508, -0.28387359066971757, -0.2764720849997121, -0.2690282908221717, -0.26180525615676536, -0.2545510023432716, -0.24739535245600736, -0.24033926259708252, -0.23338349610751644, -0.22642150827071064, -0.21956735780575717, -0.21282100828772885, -0.20608475389211656, -0.1994618464342393, -0.1929515875141016, -0.1865531828772624, -0.1800939013612266, -0.17383858428707424, -0.16761667492391183, -0.16143447575555564, -0.1553732915785875, -0.14935812782941624, -0.1434647857732272, -0.13762265039443658, -0.13190236322910665, -0.12617343215107485, -0.12056988147442661, -0.11502902537747332, -0.10961191980897332, -0.10420367668493222, -0.09892080533591795, -0.0936555188011519, -0.08851626495984574, -0.08340199181351861, -0.07841357220435782, -0.0735018632543529, -0.06862403475222718, -0.06382803538750381, -0.059114471759051414, -0.05448377479689769, -0.049898032191188865, -0.04543505145536217, -0.04098415770483354, -0.03662130583269986, -0.03234597082201227, -0.028125647657674238, -0.023993780562285794, -0.019919824196841893, -0.015906003116406272, -0.011981783751277517, -0.008092825941117798, -0.004294670575456127, -0.0005611264671567288, 0.003106698964488056, 0.006707899115511068, 0.010241754900050463, 0.013728838652571284, 0.01712573850946576, 0.02047371029879644, 0.02375162495612551, 0.026977673425479964, 0.030132614209307487, 0.03323356043716884, 0.036263009444018515, 0.039252464690813095, 0.04215457074470805, 0.04504314722851721, 0.047830370714739064, 0.050507604632041556, 0.053206617888136236, 0.055917652588274525, 0.05840024753591604, 0.060896775770128114, 0.06339881765758966, 0.06579650398687348, 0.0681933061874467, 0.07048863846779808, 0.07268806095495206, 0.0748827097943656, 0.07698433332281882, 0.0790767682366149, 0.0811546277576232, 0.08314106015203704, 0.08504116187992568, 0.08692551239675424, 0.08878988356237028, 0.09057044485992274, 0.09232920543028034, 0.09406276656572606, 0.0957160072829003, 0.09729350223249861, 0.09889429852692395, 0.10037369883902603, 0.10187146447344816, 0.10329726467567184, 0.10469419559013748, 0.10606046546394157, 0.1073593483127778, 0.10862820157011445, 0.10986568323342956, 0.1110706405547314, 0.11221357621261922, 0.11332521852728779, 0.11440475209191245, 0.11545151116111257, 0.11644204324496658, 0.1174230834975239, 0.1183496517979795, 0.11924436704237953, 0.12010702829147421, 0.12093753346436814, 0.12173587142460339, 0.12250211434141013, 0.12323641035387023, 0.12393897655883127, 0.12461009233729359, 0.12525009302862325, 0.12585936395728595, 0.12643833481279326, 0.1269874743801583, 0.1275160681479352, 0.1280064461974846, 0.12847614609274105, 0.12891705579227575, 0.12932985851560536, 0.1297152470088867, 0.1300739206315422, 0.13041146303287243, 0.1307227953346508, 0.13101268307590738, 0.13127708835963567, 0.13151684035973327, 0.1317355688815543, 0.1319305615381122, 0.13210266202920992, 0.1322563263532348, 0.1323860237676735, 0.1324971862613835, 0.13258612782055942, 0.13265662746575363, 0.13270711394081447, 0.1327387051477104, 0.13275160239348885, 0.1327462101114359, 0.13272303006217645, 0.1326823496811969, 0.13262448896104784, 0.13254979644423304, 0.13245864544480612, 0.13235254745031874, 0.13222980683469046, 0.13209183325807905, 0.1319390663734987, 0.1317719551807742, 0.131589293352727, 0.13139478024956014, 0.13118548206443512, 0.13096164408222158, 0.13072748396875378, 0.13047962301323368, 0.13021836890407373, 0.1299461895564384, 0.12966139645367822, 0.12936656973375465, 0.12905993793163442, 0.12874187867645115, 0.1284150960616094, 0.1280753831158734, 0.12772779110306293, 0.12737040546344383, 0.12700362989499145, 0.126625471620213, 0.12624112539736734, 0.12584619705492062, 0.12544349402343746, 0.12503342092314246, 0.12461396762060878, 0.12418794530523657, 0.12375334750769065, 0.1233129715759917, 0.1228648175596093, 0.12240928994010336, 0.12194679176177019, 0.12147304793300326, 0.12100712335507399, 0.12052145440354389, 0.12003959995213562, 0.11953905360674416, 0.11904299804058904, 0.11855154650217649, 0.11804277559590919, 0.11753921188707732, 0.11701936630328379, 0.11648399967715521, 0.1159759649245035, 0.11543214219040532, 0.11489511911754294, 0.11436486907832485, 0.11382135031752788, 0.11328503399998677, 0.11273638759081449, 0.1121761405634568, 0.1116239220356118, 0.11107961737829722, 0.110506389117367, 0.10995998638727258, 0.10938602952748823, 0.10882105829589031, 0.10824765341588218, 0.10768341664075803, 0.10711146222009035, 0.1065324056891075, 0.10596297993006656, 0.10537123326927332, 0.10480531017444891, 0.10421819659781868, 0.10364133685303896, 0.10305967416651736, 0.10247372031177468, 0.10188397090366051, 0.10129090487211365, 0.10070871575028705, 0.10012360350191407, 0.09953600108831942, 0.09894632476666422, 0.09835497398156223, 0.09776233133954987, 0.09716876265906757, 0.09658662599002792, 0.0959920000072275, 0.09540899359426709, 0.09481458901689276, 0.09422084862379004, 0.09363891113784312, 0.09304707365263108, 0.09245666857297015, 0.09186792206325138, 0.09128104663921784, 0.09068643313962464, 0.0901040860297661, 0.08951475915589646, 0.08892841188591977, 0.08834518385012002, 0.08776520393769632, 0.08717994716183405, 0.08659852923781196, 0.08601275854509907, 0.08543134542405938, 0.08485434867439146, 0.08427406187894432, 0.08369861923097831, 0.08312062105302985, 0.08254783280651902, 0.08197315152025486, 0.08140398837748558, 0.08083352695824814, 0.08026219108021841, 0.07969688255792028, 0.07913119263450857, 0.07856548815710257, 0.07800011570916189, 0.07744134262342314, 0.07687746154327614, 0.07632051498877299, 0.07576484113160933, 0.07520527753045134, 0.07465303896832774, 0.07410280515235178, 0.07354972639979837, 0.07300424144292296, 0.07245651959348233, 0.07191178652387153, 0.07137019224480766, 0.07082736541198746, 0.07028814837816949, 0.06975264875581999, 0.06921675989569966, 0.06868496703913997, 0.06815333003877662, 0.0676221905728665, 0.06709569552105249, 0.06657014112487335, 0.06604581506898556, 0.0655265499893106, 0.06500538656501163, 0.06448960613816732, 0.06397255087988762, 0.0634611422581546, 0.06294901228754608, 0.06243965175483153, 0.06193321996188448, 0.06142986323024262, 0.060926842545185114, 0.060427289654822185, 0.059928573149088386, 0.05943365667675436, 0.05894001302274977, 0.05844790104486697, 0.057957562137093376, 0.05747649495938032, 0.056997285173903955, 0.056506277120543714, 0.056027205467933, 0.055537579701076895, 0.0550599668867783, 0.054593860201689506, 0.054118352347642604, 0.05365438751220221, 0.053182036607244354, 0.05272121607535751, 0.052252935049427754, 0.051796127875898684, 0.0513503122706436, 0.05088065459435576, 0.05043950745009753, 0.04997609974286108, 0.049540225166786314, 0.04908356028738767, 0.04863829662303552, 0.048203947395922944, 0.04776561938298667, 0.0473239315179007, 0.04689319147279269, 0.046459548900171115, 0.046023549767949236, 0.04559842998075133, 0.04517131794321875, 0.04475478812592878, 0.04432479494899238, 0.043917167400108204, 0.04349693867813811, 0.043076299584075294, 0.04266627350190561, 0.04225601603192531, 0.041855996979386044, 0.04144602845207446, 0.04104642339960565, 0.04064735368019908, 0.04024909861818608, 0.03985191941646048, 0.039456059779247585, 0.039070210610304974, 0.038677437126388055, 0.038294659749702725, 0.03790577384138418, 0.037526829810732035, 0.03714995603485052, 0.03676805629714728, 0.03639595760665334, 0.036026350628152966, 0.035652646607280236, 0.03528200600147301, 0.03492087832859994, 0.03455644499820238, 0.03419530674401828, 0.03383752229441184, 0.03347740965729932, 0.033126626297398015, 0.03277388455709046, 0.032424936429701685, 0.03207463500492827, 0.031733442585486146, 0.03139116939677317, 0.031048196418375893, 0.030709524001307238, 0.030375122384934308, 0.030040556728796988, 0.02971042426199802, 0.029380503704057134, 0.029055138818979333, 0.028730312504016527, 0.02840627634535764, 0.028087014912285355, 0.027768797211651555, 0.027451833089795274, 0.0271397765601826, 0.02682916443184965, 0.026520170087603608, 0.02621295375963654, 0.025907663103115715, 0.025604433770767796, 0.025306330694994755, 0.025007506633683684, 0.024711086587120252, 0.024417163814631777, 0.024125822342226547, 0.023837137480475414, 0.0235511763263056, 0.023265569494023256, 0.022982929160993544, 0.022703295060045255, 0.022424464655255834, 0.02214882299322265, 0.021874271447951617, 0.021603052874911415, 0.02133316835970571, 0.02106672688987285, 0.02080182511051325, 0.020538605083591534, 0.020277197391297068, 0.020017721664564246, 0.019761979544549686, 0.01950663844235632, 0.019253528977214926, 0.019004287534110948, 0.01875583264127293, 0.01850835900560883, 0.018264904605083378, 0.01802261874546772, 0.017783011535226264, 0.017544805090911508, 0.017309413429667898, 0.017075617270102292, 0.01684353634877984, 0.01661328013386706, 0.016382675262355737, 0.016158631328015857, 0.015940850403767297, 0.015718615648638114, 0.015492544346753805, 0.015282893691308136, 0.015059843912172924, 0.014852624784075476, 0.014642103559598935, 0.014428790863613303, 0.014221675019918592, 0.014012211850286959, 0.013808862256305393, 0.013611344308358517, 0.013411828156832317, 0.013210714076222832, 0.013015502671632834, 0.012819004438054442, 0.012628276489374615, 0.012436536065595942, 0.012250423168884878, 0.012063538972580352, 0.011882131588721076, 0.011700164239585711, 0.011517904658403634, 0.01133560462114507, 0.011158775869599694, 0.010987162438850314, 0.010810580345023423, 0.01063932808635089, 0.010473155651857642, 0.010302752114525731, 0.01013750553400633, 0.009972906875689786, 0.009809110720871388, 0.009650269897861096, 0.009488372665089905, 0.009331444691981047, 0.009179250910760953, 0.009024479312731402, 0.008871000960556647, 0.00872223571732485, 0.008571506826099178, 0.0084254493594078, 0.008280811050686034, 0.008137660284368709, 0.007996058454470581, 0.007856060340604853, 0.007717714477770208, 0.007581063518205562, 0.007443639874209584, 0.007310563463833818, 0.007179275704076461, 0.007049799181318163, 0.006919948914813302, 0.006792082359525043, 0.006668268334853448, 0.00654431230870553, 0.006420410034521255, 0.006300488605942182, 0.0061807291693420875, 0.0060630513511276355, 0.005947437923916479, 0.005832227373518192, 0.005719148136168678, 0.005606636038874691, 0.0054963003063371535, 0.005388107004042354, 0.005280630854864506, 0.005175318982176289, 0.005070830906010412, 0.004967255725664779, 0.004865889955962491, 0.004765510458083419, 0.004667322813427605, 0.004570178258275992, 0.004474136787488609, 0.004379252238259064, 0.004286562817717906, 0.004194096747923505, 0.0041038402622812845, 0.0040148384969136254, 0.00392712213703248, 0.0038407174916097555, 0.0037548431205598858, 0.0036711524326644763, 0.003588827957838529, 0.003507158298690247, 0.0034269251691911784, 0.00334813159525582, 0.003270778053697414, 0.0031942361278865534, 0.003119172541218195, 0.003045579002680753, 0.0029728833497778434, 0.0029011342103722458, 0.002830897298016431, 0.002762154312522287, 0.002693914953000494, 0.002627200296688225, 0.0025615349375123163, 0.0024969431189164255, 0.002433445328813391, 0.002371058541388731, 0.0023101843322341216, 0.0022500431405710146, 0.0021910455916694703, 0.002133196857867254, 0.0020761666618734622, 0.0020203136919496297, 0.001965635060935835, 0.001911829578845832, 0.0018592099715080892, 0.0018074929528326858, 0.001756699778591065, 0.0017068482831098296, 0.0016586831623350699, 0.0016109610211945044, 0.0015628510393967112, 0.0015188336254157696, 0.0014723347714353484, 0.0014297263425186023, 0.0013849423201255885, 0.0013438477781437654, 0.00130260759610849, 0.0012613494458733106, 0.0012234192878215501, 0.0011838790188159953, 0.0011460012308819668, 0.0011096942055084473, 0.0010735095838905215, 0.0010388425920477764, 0.0010043598181092447, 0.0009701421223834695, 0.0009374065729088757, 0.0009049761054818397, 0.000873961356962327, 0.0008442830746889003, 0.0008139526949547085, 0.0007849818625308606, 0.0007572931330362436, 0.0007291462591708581, 0.0007030859549589315, 0.0006766509210067016, 0.0006514337451462101, 0.0006266729679277776, 0.0006023987404178032, 0.0005792644097096893, 0.0005566055178691066, 0.0005344444910541643, 0.0005133421121771049, 0.000492720073208221, 0.000472594463016669, 0.00045297862393207483, 0.0004338833129148125, 0.00041573780182927643, 0.00039768474453093477, 0.0003805506539608365, 0.0003639191303404042, 0.00034779285607677173, 0.0003321727981554281, 0.00031705834492121117, 0.00030244743856794456, 0.0002886113505505621, 0.0002749813017968559, 0.0002618418858049022, 0.0002491864625855464, 0.0002370075298876631, 0.000225296823076079, 0.00021404540915931605, 0.00020324377502258843, 0.00019288190996238075, 0.00018278607949906447, 0.0001732816321882665, 0.00016403958139340512, 0.00015507471443927735, 0.0001466540094814913, 0.0001385004767703401, 0.0001307357778183919, 0.0001233459206274663, 0.00011621852526015226, 0.0001094510626631627, 0.00010302903182703861, 9.685761210814574e-05, 9.09389125227176e-05, 8.534376921013603e-05, 8.005722021233254e-05, 7.500382720351723e-05, 7.018223685866052e-05, 6.564281157445474e-05, 6.1322062823854e-05, 5.721661373525919e-05, 5.3322368376393654e-05, 4.967360045284269e-05, 4.622019533645188e-05, 4.295697591968003e-05, 3.9909174032254455e-05, 3.700682624210554e-05, 3.4303312723473405e-05, 3.173771862230595e-05, 2.9331915294162827e-05, 2.709959576807979e-05, 2.499161507407776e-05, 2.3023414611067165e-05, 2.1188285055585247e-05, 1.946526041274526e-05, 1.7877677975635985e-05, 1.6391528165118333e-05, 1.500373019949082e-05, 1.37306049679936e-05, 1.2536156448023885e-05, 1.1443819968018343e-05, 1.0423095157454277e-05, 9.485837716407203e-06, 8.620268609739212e-06, 7.828081727735836e-06, 7.099051213819915e-06, 6.429595684087333e-06, 5.816161630639333e-06, 5.25524861408703e-06, 4.743430941973898e-06, 4.277376017085537e-06, 3.853859560524618e-06, 3.4675576521670207e-06, 3.1201862439615607e-06, 2.8046689652407877e-06, 2.5189202320311685e-06, 2.2622370028797236e-06, 2.0321067118849824e-06, 1.825122946478776e-06, 1.6394788118528839e-06, 1.474244017220316e-06, 1.326742501547726e-06, 1.1929714913650463e-06], 'MSE': 17751.098345082002, 'R_2': 0.8712441351199036, 'U_norm': [-201.61544804084454, -56.87550321864448, 0.046217643582708495, 0.02788461272458269, 0.021998177728800018, 0.02361122655384517, 28.350074779544247, 117.61267672624975, 111.18132310736674, 17.810939703500356, -0.02170136836415045, -0.023306870551696557, -0.02396771272119711, -0.023684474249636458, -0.022616991734857442, -0.024421271930866205, -0.01745135573346381, -3.502993981862052, -9.925331529534418, -2.5596851404084617, 0.01147770543908476, 0.006299650260422812, 0.012778363927452446, 0.0174196264619673, 0.020531571260514657, 0.02298200060318289, 0.02488545440207039, 0.02602711349301475, 0.026439556946729472, 0.02621527284565465, 0.02546723585446623, 0.14667591241800826, 0.021129925974944768, 0.02126316287232666, 0.01955863121083508, 0.01783828239493844, 0.016154518468881156, 0.014497820173479998, 0.013024859721964863, 0.011710851225484814, 0.01046892635382991, 0.009246564268915795, 0.008182270327802006, 0.007253914723508734, 0.006408712240228567, 0.005638698016213452, 0.004901607477302903, 0.004250349732304538, 0.0036812154423579635, 0.0031465768442809554, 0.0026566653377816797, 0.0022075427304512744, 0.0017961487291682438, 0.0014201344066109298, 0.0010776951492539536, 0.0007674143166635946, 0.00048812481925906797, 0.00023879250529309972, 1.842296402407131e-05, -0.00017400880489917898, -0.00033960732336806455, -0.0004795866046699455, -0.0005952839658295412, -0.0006881605959896318, -0.0007597917431554304, -0.0008118491908115406, -0.0008460784253601718, -0.0008642725910405757, -0.000868245011066722, -0.0008598017420160322, -0.0008407153378954681, -0.0008127007323546036, -0.0007773939058169793, -0.000736333788048137, -0.0006909476578967831, -0.0006425401351248456, -0.0005922857212473279, -0.0005412247289779823, -0.0004902623494243038, -0.00044017053636478476, -0.000391592338918924, -0.00034504828790111276, -0.00030094442786071825, -0.00025958159531336056, -0.00022116555875814728, -0.00018581766566175, -0.00015358567598633502, -0.0001244545025484274, -9.835662144463796e-05, -7.518195936642004e-05, -5.478710756431319e-05, -3.700375316200679e-05, -2.164625624778445e-05, -8.518335022363852e-06, 2.5811494659277017e-06, 1.1853292516884794e-05, 1.9495092594019914e-05, 2.5696194752680402e-05, 3.063636786970686e-05, 3.4483646171750874e-05, 3.7393061387973636e-05, 3.950589013278454e-05, 4.0949342338832436e-05, 4.1836619030836604e-05, 4.2267272005010957e-05, 4.232780257650041e-05, 4.209244269483999e-05, 4.162406734136654e-05, 4.097519342614606e-05, 4.018902664632389e-05, 3.93005229448697e-05, 3.833743770446378e-05, 3.732134010995477e-05, 3.626857543407568e-05, 3.519116206820164e-05, 3.4097613715476e-05, 3.299368114043543e-05, 3.188300979852497e-05, 3.0767713305729924e-05, 2.9648863717930722e-05, 2.852690213075642e-05, 2.7401973814028257e-05, 2.6274193381579724e-05, 2.5143846140846594e-05, 2.4011532174615388e-05, 2.287825990260177e-05, 2.1745496313278008e-05, 2.0615180097330446e-05, 1.948970451896055e-05, 1.8371875779881426e-05, 1.726485257673523e-05, 1.6172071757094265e-05, 1.5097164869173917e-05, 1.4043869301108844e-05, 1.301593784590261e-05, 1.2017049489048593e-05, 1.1050724190309822e-05, 1.0120243608960329e-05, 9.228579744156479e-06, 8.378332973809148e-06, 7.57168056389371e-06, 6.81033697260094e-06, 6.095526400125808e-06, 5.42796826405472e-06, 4.807875959529307e-06, 4.234968575775877e-06, 3.7084952644257792e-06, 3.2272711990647915e-06, 2.7897237403453865e-06, 2.393946798264087e-06]}, 'iteration_47': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-25240.298441689305, -7210.534344910805, -12.48200776362926, -8.378105130060808, -9.200020865619772, 21.416128396502693, 6811.514918054004, 11988.906454364116, 11104.178335959068, 4684.835213212113, -22.59330463462156, -3.241932364951819, -0.5897226580243854, -0.018465142240720236, 0.7431383987690608, 0.8981793649654889, 1.81681358944167, -545.2144430511275, -1257.3716854602837, -245.96876661365957, 1.781261754867975, 2.3222004606843227, 2.7055759574026434, 2.97599314830418, 3.1206157120555154, 3.258759534019316, 3.4048387932540156, 3.3187720365777555, 3.350366016519697, 3.3472113718702956, 3.249440915220948, 3.0472739210000843, 3.7528973203142297, 3.589633800462265, 2.6812236914085292, 2.5121383871487244, 2.3340889140788277, 2.14952069161286, 1.9741732887758763, 1.81559118017026, 1.6580086388806472, 1.4945371773349927, 1.3439357207434626, 1.205973040608806, 1.0771335522764416, 0.954834608468497, 0.8286568686786976, 0.7163127719306055, 0.6163455694914355, 0.5230814306277124, 0.43314228033381585, 0.3499642284556752, 0.2735658368376557, 0.20387217329067023, 0.14099567768458346, 0.08449884916244044, 0.03478134333552499, -0.008331368379947718, -0.045046221347675025, -0.075773827465592, -0.10122991007623255, -0.12147370343763401, -0.13689740002630493, -0.14792401666673952, -0.15499166601189196, -0.15854497048697952, -0.1590269986254525, -0.15687193527813506, -0.15249863297589925, -0.14630513734011277, -0.1386642321216616, -0.12992000949810104, -0.1203854378671944, -0.11034087169744716, -0.10003342651478936, -0.08967712615890815, -0.07945371889659934, -0.06951405358122664, -0.059979905783499085, -0.05094614678850719, -0.042483154041122455, -0.03463936997388375, -0.027443926211630876, -0.02090926091825521, -0.01503366884032447, -0.009803734858578977, -0.005196613064481534, -0.00118212368782489, 0.0022753505026340656, 0.005215178398705189, 0.0076790084481899975, 0.00970950735886892, 0.011349302016015968, 0.012640113243893792, 0.01362206734801304, 0.014333169466221343, 0.01480892175258975, 0.015082068921810727, 0.01518245389420616, 0.015136966784525408, 0.014969571329731514, 0.014701393929685558, 0.014350861663713216, 0.013933876953586104, 0.0134640179481014, 0.012952754986033443, 0.012409674842961805, 0.011842705844375401, 0.01125833808148326, 0.010661834139472757, 0.010057426813763624, 0.009448501129753005, 0.008837758929899712, 0.008227364926661597, 0.007619073849900762, 0.007014338797260948, 0.006414401390218292, 0.00582036469990876, 0.0052332502216979335, 0.004654040381562494, 0.004083708184698638, 0.003523235716361907, 0.0029736231482424868, 0.0024358899207742794, 0.0019110696888160882, 0.0014002005151869674, 0.0009043116997435787, 0.00042440846370593696, -3.854443989988793e-05, -0.0004836392860739426, -0.0009100413564478245, -0.0013170037587775755, -0.0017038806214227588, -0.002070138325704471, -0.002415364551204343, -0.002739275008609497, -0.0030417178013170325, -0.003322675444798199, -0.0035822646058203894, -0.003820733651020929, -0.004038458166583251, -0.004235934519890324, -0.004413771650715053, -0.0045726812125377, -0.004713466224152816, -0.004837008428329737, -0.004944254582248273, -0.00503620192737118, -0.0051138832042691915, -0.005178351553475894], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [124.66466825326722, 9107.28319688595, 3020.9016007072905, 547.8450188647105, -234.3679450946074, -417.0505561008977, -405.09755963953853, -339.4441834394528, -267.3878602852967, -203.38850480037956, -150.58774272840847, -108.38035425275088, -75.369465773529, -49.65925825321882, -29.992891810039428, -14.978070589445904, -3.646799796571287, 4.741697275842362, 10.909938567141866, 15.359765977113366, 18.49054197046115, 20.606049337756296, 21.980304143597905, 22.784141423585453, 23.175269706764848, 23.260165282478702, 23.124860170062313, 22.834089759296525, 22.433599680765187, 21.96111318835858, 21.440226164485324, 20.89304956780601, 20.330485558045236, 19.765463583564635, 19.20193134953177, 18.64478584320093, 18.0973723141643, 17.561898882875695, 17.03975014384579, 16.52938168006339, 16.035963279369017, 15.555008374838586, 15.0887374936817, 14.634974009393435, 14.195490925049732, 13.768141091801132, 13.352743444815943, 12.949078296773587, 12.558406772854887, 12.177380305814719, 11.807306739154955, 11.44790544893988, 11.097649154001711, 10.757612592788247, 10.427503873362348, 10.104875710659925, 9.787681625066774, 9.48601378628893, 9.188436594843914, 8.90427295709477, 8.615519459928219, 8.348147896034002, 8.076777887171275, 7.817637214157527, 7.562797073569761, 7.3192561457248795, 7.079772387605749, 6.844517131567172, 6.613632351872797, 6.38723299387786, 6.170832347156371, 5.958593960775784, 5.750595511567571, 5.551639561958843, 5.352067898887033, 5.161206854606521, 4.974346689800726, 4.79150811181666, 4.612699110153103, 4.437916265177283, 4.267145972669407, 4.103696265073661, 3.9407310779802063, 3.7816939082075387, 3.626540745838641, 3.478016321140037, 3.330358598793817, 3.1864295141354093, 3.046167949186396, 2.909510133145769, 2.7741452821682424, 2.6445909549608873, 2.5163768280852183, 2.393633851542272, 2.270374331088817, 2.1524219450049666, 2.037727040332992, 1.9245563329140054, 1.8130427810298488, 1.706328107628922, 1.6012259562624764, 1.4978386108893063, 1.3975799635762067, 1.3003533424401998, 1.2048517768718954, 1.1123023146852586, 1.021499576858226, 0.9324963100485317, 0.8463510069933358, 0.7619947757123521, 0.6794606258145186, 0.5996607468684405, 0.5216490026899973, 0.4454430934644396, 0.3710549681598942, 0.29923014882284527, 0.2284594566374897, 0.16018774593242793, 0.09303028463413653, 0.028296671262291486, -0.03528244719298809, -0.09652099650333644, -0.15658153837291763, -0.21489918814020084, -0.27149701984372443, -0.3268618303171587, -0.38051441853696627, -0.43248525300505575, -0.4832048956819399, -0.5322680979356623, -0.5797101951430967, -0.6262547449511696, -0.6708554504095029, -0.7145337528599699, -0.7566442992270086, -0.7975096031649047, -0.8371286406593439, -0.8755035191040131, -0.9126391905731184, -0.9483161875469832, -0.9830103088761064, -1.0164939840448424, -1.048780999410809, -1.0800689629682843, -1.1101725404498752, -1.1391112292580607, -1.166905546849572, -1.1937215460671988, -1.2195562949170544, -1.244409704879743, -1.2681637139042912, -1.2909583988497808, -1.3127997736198944, -1.3336958121960065, -1.3532828756911384, -1.3722559314724039, -1.3908169199614455, -1.4081197063618438, -1.424246504516061, -1.4399310865800616, -1.4544927705328687, -1.4685696657427407, -1.482100499003891, -1.4940757346655476, -1.5055641457315303, -1.5165164916920426, -1.5265225611158801, -1.5359806402899416, -1.5448547795429834, -1.5525736050075165, -1.560011628696626, -1.5666285037447203, -1.5724824145176353, -1.5777921637696275, -1.5825389268047572, -1.5867075732614548, -1.59018822906757, -1.5930317177013225, -1.595346036209595, -1.597123152581537, -1.5983577459045948, -1.5990354155854267, -1.5991966800952344, -1.5988408427539162, -1.597969248723356, -1.596626461486601, -1.594798696900373, -1.5924903379384463, -1.5897798482226941, -1.586538385764458, -1.5829272994977754, -1.5788816237340306, -1.5744100098796803, -1.5695219972398786, -1.5643459779934485, -1.5586625040519122, -1.5527239414051923, -1.5462892807915949, -1.5396326544852357, -1.532494809443979, -1.5251678063316838, -1.5173772072477483, -1.5094295148483572, -1.5010379060872574, -1.4923642697830883, -1.4835796879000058, -1.4743834124370772, -1.4649444590053786, -1.4551141089419746, -1.4452275954192506, -1.4349737700363798, -1.4245271779596633, -1.4139003918653084, -1.4029421197318799, -1.3918281822678116, -1.3805706044226234, -1.3690185700923478, -1.3573470513923758, -1.3455672407701396, -1.3335298552341546, -1.3214073080878421, -1.3090519567890104, -1.2964772896952836, -1.2838520803386742, -1.2710318781643346, -1.2581822516825543, -1.2451611111041259, -1.2319814767822823, -1.2186562591943362, -1.205343605529065, -1.1919069946575929, -1.1782169632571893, -1.1647104529649979, -1.1509741905575175, -1.1371612566611797, -1.1232827690755796, -1.1093495247771978, -1.0953719856602355, -1.0813602670649667, -1.0671987348536613, -1.0531496833568097, -1.0389734898151068, -1.0246852030328424, -1.0105332463621037, -0.9962896356808657, -0.9819682747328076, -0.9678035987588272, -0.953470890976161, -0.9392016468278591, -0.9248976333661053, -0.9106726817669365, -0.8963319807638361, -0.8820884335905192, -0.8678504742392821, -0.8536281122778352, -0.8394308984097258, -0.8252679255808187, -0.8111478319872985, -0.7970788057889033, -0.7830685913378083, -0.7690424450341169, -0.7550930483835322, -0.7411484680846493, -0.7272966328702302, -0.7134683486771177, -0.699746917592305, -0.6859946862102257, -0.6724344554788261, -0.6587263333293704, -0.6453559843711362, -0.6316676465530147, -0.6183254589205083, -0.6053168796699514, -0.5920336251407576, -0.5790902521401678, -0.5659083858164297, -0.5530707372327172, -0.5400279320409138, -0.5273318616414272, -0.5149692436978033, -0.5024324941089491, -0.4897489979075103, -0.4774129067238139, -0.46495535886762696, -0.4528431096588538, -0.44063223858101264, -0.42876332602565764, -0.41681631751127163, -0.4052068446073284, -0.39353764592650387, -0.38182828200807956, -0.3704586368050202, -0.3590635708057648, -0.348000726971716, -0.33692544343212244, -0.3258534612772421, -0.31511077189585446, -0.30407953837719626, -0.29367874896303436, -0.2830158261708711, -0.27267950763283944, -0.2623888556696554, -0.252154786380241, -0.24198747280530986, -0.23213862572329177, -0.22235930303327664, -0.21265807387160426, -0.20304285445481993, -0.19352092829364753, -0.18430497515094876, -0.174982290576658, -0.16596412148288492, -0.1570499454747405, -0.14824473176841105, -0.13937859809411968, -0.1308100799467872, -0.1223624028342604, -0.11403870126102156, -0.10584170783945389, -0.09762698362504706, -0.0896951283999295, -0.08175902025514177, -0.0740983549542955, -0.0664450517732735, -0.05893626196263588, -0.0515720759003454, -0.0443523581410935, -0.03716650204430799, -0.030132154249412967, -0.023248198725564065, -0.01641472397098438, -0.009736209496661347, -0.0032107601474078663, 0.0031636084026925573, 0.00955856814080895, 0.01571236381401209, 0.02179411627450101, 0.02779744726114805, 0.033644023916657516, 0.0394068675747766, 0.045014058250230915, 0.05053353914478721, 0.05589934105412426, 0.06123402996525573, 0.0664130072826682, 0.07149515347902946, 0.0764254131239386, 0.08130872453829574, 0.08604029198891776, 0.09071714923147367, 0.09524348610129382, 0.09970890293023789, 0.10402594138737926, 0.10823835663571801, 0.11238304314205719, 0.11641948425333344, 0.12034798785502948, 0.12416904392792753, 0.12791432894779, 0.13152121261176145, 0.1350796406254278, 0.13852894920746336, 0.14187062362064157, 0.14513071444664766, 0.14828406425470883, 0.151354716318919, 0.15434133875980885, 0.157222825369624, 0.16003954158501338, 0.162751762784098, 0.16537915839135456, 0.1679215514411402, 0.17037896639762662, 0.1727516127176998, 0.17505368967108342, 0.1772573338544467, 0.1793901624001554, 0.18143924578347295, 0.18341655345331798, 0.185310934915195, 0.18713336907094757, 0.18887431165315885, 0.19055235209889612, 0.1921417470247823, 0.19368322640054195, 0.19513055938575377, 0.1964820252453192, 0.197804255904496, 0.1990897654709573, 0.20022768121713033, 0.201332268733229, 0.20239736446031292, 0.20337665363111038, 0.20431300071119488, 0.20516770818755373, 0.20594611149248124, 0.20668111668032904, 0.20734381123047474, 0.20796140257979875, 0.20853066935102585, 0.20903150951951394, 0.2094685983029694, 0.2098591438450144, 0.2102009664407053, 0.21048349263322833, 0.21071779488833992, 0.21090243058760466, 0.21103289947016032, 0.2111131520768259, 0.21114747456441377, 0.21113414849075213, 0.21107351190128862, 0.21096862398818456, 0.21081801715269813, 0.21062153294074382, 0.21038625018907411, 0.2101072701297678, 0.20978475357123885, 0.2094190043798517, 0.20902105947832267, 0.2085823645859447, 0.20810342949481955, 0.20758486583475916, 0.20704062759228092, 0.20644554836353765, 0.20582743877864737, 0.20517384441262118, 0.20448562180183738, 0.203763679640148, 0.20300897120343644, 0.20222248721143657, 0.2014052491368143, 0.20055830296527952, 0.19968271340516736, 0.19877955854042473, 0.1978499249172098, 0.1968949030512707, 0.19591558334085632, 0.19489542080098132, 0.19387069042526314, 0.1928071704482256, 0.19172360663310525, 0.1906210931524282, 0.18950070235599872, 0.18836348324299046, 0.1871927415930554, 0.18600729812780858, 0.18479056332469423, 0.18356127283548856, 0.18232040840623454, 0.18105158638566446, 0.1797732698922563, 0.17848636248076485, 0.17715779383077804, 0.17583970790553854, 0.17448245301205315, 0.17313730929573878, 0.17175545985682797, 0.17037102059968434, 0.1689686646021786, 0.16754958540500414, 0.16613063865356192, 0.16469694266371032, 0.16324963081004026, 0.1617898167091466, 0.16031859185037922, 0.1588370235221356, 0.1573606703217008, 0.1558613091154259, 0.15435464300391175, 0.1528416275201421, 0.1513231875407644, 0.14978672248672675, 0.14826028907902025, 0.1467179368992641, 0.1451610865757837, 0.14361644931867484, 0.14205922232691065, 0.14049072345310817, 0.13892427434980692, 0.13734866617741845, 0.13577673456562322, 0.1341976102091343, 0.13261242410996385, 0.13103328743002382, 0.12943900988485899, 0.12785244456443257, 0.12626354519370844, 0.12467324520932177, 0.1230724020609301, 0.12148213187150332, 0.1198833648530389, 0.11828690485056384, 0.11669348115146537, 0.11509468755512496, 0.11350063729119543, 0.11190320352862018, 0.11031205003531627, 0.10871932296021304, 0.10712603565377551, 0.10553315378168054, 0.10392584903188203, 0.10236765314359263, 0.10076589540040767, 0.09919813296021536, 0.09759091875162096, 0.0960184789215044, 0.09447960473295913, 0.09290541991341462, 0.09136540622782442, 0.08979357434984303, 0.08819303569859455, 0.08669056044411134, 0.0850991359544881, 0.08354404266394033, 0.08202393849184814, 0.08048103643464352, 0.0789731367649721, 0.07744498458536216, 0.07589902859181584, 0.07438907364078895, 0.07291376051109837, 0.07137355260099949, 0.06991791160399849, 0.06840158831308708, 0.06692135838486732, 0.06543120082405082, 0.06397650165508265, 0.06251336298817461, 0.061043499723054284, 0.059609026601594034, 0.05812953716817397, 0.056725050304353264, 0.05527851028667874, 0.0538674537417182, 0.05245468505934908, 0.05104147272048565, 0.04962901636656296, 0.048218447951343064, 0.04684315993293837, 0.04547019229195451, 0.044100529830618226, 0.04273509736959282, 0.0413747614202309, 0.04002033197037019, 0.03867256436023091, 0.03735916836448423, 0.03602608181314379, 0.03472726738106483, 0.03341133997205398, 0.03210513246181352, 0.030832803851628218, 0.029546781310377367, 0.02827178199083006, 0.02700815907241721, 0.025756230971513545, 0.02449555054650666, 0.023268384283251113, 0.02203401854011448, 0.020813340089836103, 0.019606478209206177, 0.018413538938333283, 0.017216987545780993, 0.016035453556257327, 0.014852268723552803, 0.013684999297544149, 0.01253357906165201, 0.0113825882806341, 0.010248115372312534, 0.009115516042643056, 0.007999947605056318, 0.006887507948224024, 0.0057924726579424825, 0.004701648911464054, 0.0036158842323216625, 0.002548205204877926, 0.0014864121403822684, 0.0004312063373433709, -0.0006167632381125908, -0.0016459906492918973, -0.002678053953725906, -0.0036909295853706494, -0.004695041386478092, -0.005699654103887726, -0.006684673329978967, -0.0076597299923203315, -0.008633379975118337, -0.009587304640962602, -0.010538762459545045, -0.011478660760040692, -0.012406818259467805, -0.013330728432053813, -0.014242158436537557, -0.015141021236178609, -0.01603423322959799, -0.016914347249964386, -0.017787921404214018, -0.018654366409288883, -0.01950696844479653, -0.02035178324620106, -0.02118834422151257, -0.022010605358745595, -0.02282959851696858, -0.023633898156774674, -0.024433913475713054, -0.025218966611164555, -0.025998873548925123, -0.02676830557813006, -0.02752707578133897, -0.028275023890091063, -0.029016230201525384, -0.02974609719118833, -0.030468495269586653, -0.031179163281536252, -0.03188176962866745, -0.03257594193440353, -0.033261344615391264, -0.03392764902566542, -0.034585279122129775, -0.03525272260013526, -0.035897657879812986, -0.03655032512666442, -0.03718060780941955, -0.03778957814097249, -0.03840452960941276, -0.038998355629087475, -0.039596561072875174, -0.040173921319912445, -0.04075424549247803, -0.04131408435188101, -0.041854421810796585, -0.04241714274864414, -0.042939550658736746, -0.043481828832996984, -0.043985751494433616, -0.044507257469418006, -0.045009313989360714, -0.045492877717477384, -0.045974607026511606, -0.04645359078217292, -0.04691440593430363, -0.04737197272670543, -0.04782552367772036, -0.04826140504689298, -0.048692937749835456, -0.04910753539309441, -0.04952898898794267, -0.049922308291494036, -0.05032137928870018, -0.05071424632130091, -0.05109077327204989, -0.051461082969373864, -0.051815882094716735, -0.052173003228262696, -0.052514682610632926, -0.05284950521941545, -0.05317718866607847, -0.05349748214644789, -0.05381016489326335, -0.054108569859263794, -0.05440578692709222, -0.05468900637746282, -0.054970156996745595, -0.05523764810933467, -0.05549725859936244, -0.0557537145273211, -0.05599709728873321, -0.05623242265944359, -0.056463756363325984, -0.0566865497965681, -0.05689717453407482, -0.057103185143764265, -0.057300761554522746, -0.05748996356715903, -0.05767373300390053, -0.05784622462954603, -0.05801310330586007, -0.05817160837490716, -0.058324053804300176, -0.0584660156662197, -0.058601871291692885, -0.05873132439408631, -0.05885249808793928, -0.058965560494462055, -0.05907203734481047, -0.05917049760856993, -0.059262243527871586, -0.05934611527655742, -0.0594232066473897, -0.059493400652440416, -0.05955590841969614, -0.059611543275112394, -0.05966024110160166, -0.059701536356149026, -0.0597359902271335, -0.05976358149922094, -0.05978430459812431, -0.059798168479526445, -0.05980519554743156, -0.05980545127915029, -0.0597989846520594, -0.05978581582450962, -0.059766010985483495, -0.05973964493249273, -0.059706800230386554, -0.05966756641472329, -0.05962161972581872, -0.05956939074885967, -0.05951099286933759, -0.05944599492757406, -0.05937498924122001, -0.05929748232374854, -0.05921416098274271, -0.059124474469722986, -0.059029192526576686, -0.058927712048617596, -0.058820098533217215, -0.058706427158681004, -0.05858678189937594, -0.058462102364607076, -0.058330812863162135, -0.05819384437221564, -0.05805221308860998, -0.057904241109567045, -0.05774999954151996, -0.05759147165860949, -0.057426899920230305, -0.05725735393827097, -0.05708198381549434, -0.056901892071367866, -0.05671621672582444, -0.05652507670799741, -0.056328596631570846, -0.05612486350793097, -0.05592013888264037, -0.05571460906226657, -0.0554981213838449, -0.055270766792677464, -0.055053381488948665, -0.05481505882742571, -0.05458702379592859, -0.05434869629677143, -0.05410023560045447, -0.053852149878728994, -0.053594264254357836, -0.053337054323664514, -0.05308063551820209, -0.052814909490832125, -0.0525400962021026, -0.052266537122892226, -0.0519842659050728, -0.05170352567385743, -0.05141445320779251, -0.05112717599072173, -0.05083194766886509, -0.05053876500593599, -0.05023801057752056, -0.049929947675246944, -0.04961484593771466, -0.049302406310979874, -0.04899265512414405, -0.048667090087644, -0.04834458562157522, -0.04802514970840153, -0.0476907988996423, -0.04735987521490174, -0.04702356452819784, -0.04668213457558846, -0.046344461736931575, -0.045993493830669765, -0.04564661278390794, -0.045303779108332456, -0.04494852359208434, -0.044589511636008244, -0.044234998550838484, -0.043869115452809804, -0.043508011585741725, -0.04314391801686651, -0.042777066977515724, -0.042407686270764855, -0.042035999016884436, -0.04166222343198669, -0.04128657263834336, -0.040902188495387376, -0.040523510101419705, -0.04014356357545296, -0.0397625402578002, -0.03937397807967013, -0.03898491261730256, -0.038601955368506746, -0.03821229164678735, -0.03781639224269616, -0.0374269798975879, -0.03703183924067106, -0.03663734387286546, -0.036243628600093517, -0.03584509615257058, -0.035447794220718365, -0.03504631025033659, -0.03464647620060296, -0.03424839231535093, -0.033846918778448316, -0.03344757050471298, -0.03304538453619212, -0.03264071874666814, -0.032238775651339556, -0.031834851102285164, -0.03143394428242406, -0.03103152032088392, -0.0306278888048977, -0.030223348919906846, -0.029822502345281606, -0.029416913592459338, -0.029015391242466885, -0.028613882257404653, -0.02821263633666731, -0.0278118930104898, -0.027408076685173286, -0.027009097978839467, -0.026611279440529684, -0.026211256458731784, -0.02581294016468129, -0.025416508288863444, -0.02502212942683257, -0.024626705169273188, -0.024233791980875576, -0.0238435286365516, -0.023453006215714455, -0.023062559199699382, -0.022675406010880434, -0.02229164624307831, -0.021905847772029075, -0.021523885599758524, -0.021143200931957675, -0.020764051378745523, -0.02038668153805943, -0.0200113232204796, -0.01964057252089584, -0.019269822183641667, -0.01890170574738434, -0.0185364065734458, -0.018171955815370663, -0.017810768128627957, -0.01745299042170911, -0.017096785069149852, -0.01674435943175358, -0.016393958902626574, -0.01604584202325798, -0.015700252273485215, -0.015362565977984287, -0.015024222771114006, -0.014679242836920074, -0.014360104439429242, -0.014019244341659375, -0.013703453279880122, -0.013367889707664974, -0.01305659778825351, -0.012740873220731874, -0.012421587654140325, -0.012124957764277902, -0.011812493632516376, -0.011509982462837059, -0.01121701418001264, -0.010922033352136734, -0.0106365415618258, -0.010349694266286808, -0.010062144520823513, -0.00978426620580736, -0.009506220398147676, -0.009237675671992303, -0.008978224070604201, -0.008710498884407178, -0.008452279223076398, -0.008203145573257246, -0.007947478809834922, -0.0077085378298999575, -0.007463911444850345, -0.0072283841247053, -0.006994998151578829, -0.006764099101371021, -0.006542052756855898, -0.006322632187219366, -0.0061061238491980545, -0.005898152090648925, -0.005693161677403876, -0.0054913859848837445, -0.00529303694842152, -0.005098305595902633, -0.004911709591797563, -0.0047245182905516275, -0.004545384933952787, -0.004370092630322863, -0.004198754081454765, -0.004031465348338404, -0.003868306585590226, -0.0037093427939738736, -0.0035576474432585234, -0.0034070696327080717, -0.003260803620121551, -0.003118861411668754, -0.0029812436917832446, -0.0028479405769549554, -0.0027189323561387056, -0.002594190215138054, -0.002473676942700972, -0.0023554282336372993, -0.002243330405359574, -0.0021335788860859127, -0.0020263871401367483, -0.0019250201944591818, -0.00182621562011406, -0.0017315014202110518, -0.00164077394470199, -0.001552705836087469, -0.001468552568244234, -0.0013881950472894669, -0.0013104955729073575, -0.0012355191301992956, -0.001164210381405703, -0.001096432698363506, -0.0010312628915805785, -0.0009687191634243507, -0.0009094963395980035, -0.0008528064769975927, -0.0007986385028765041, -0.0007469711149134494, -0.00069829540180589, -0.0006519776729350217, -0.0006079776378577746, -0.0005666670573222426, -0.0005271246504587645, -0.0004901032306672731, -0.00045479362209648695, -0.0004215180350572881, -0.0003904909322128835, -0.0003610508827411714, -0.00033343201118598735, -0.0003075597097415605, -0.0002831553879476283, -0.0002605670066860582, -0.00023932721004674856, -0.00021940513452505003, -0.00020104966420415616, -0.00018375470996041186, -0.0001678714873091289, -0.00015296787373869785, -0.00013922680374956714, -0.0001264855538557242, -0.00011477825426326213, -0.00010396234319980564, -9.399216742603661e-05, -8.482178674209521e-05, -7.640536339914399e-05, -6.869750719652612e-05, -6.165357742407595e-05, -5.5229943244065194e-05, -4.935035255341001e-05, -4.40452143351608e-05, -3.92103985625198e-05, -3.4817253412895556e-05, -3.0858131793482894e-05, -2.7297258259546195e-05, -2.408451971196038e-05, -2.119413885942277e-05, -1.8613752733596313e-05, -1.6303480276221828e-05, -1.4202114803297608e-05], 'MSE': 17766.387388447773, 'R_2': 0.871133237531288, 'U_norm': [-202.46553296550312, -57.83943809068221, -0.10012466216202176, -0.06720512930215762, -0.07379814197342703, 0.1717898803721656, 54.63869618547893, 96.16924065157495, 89.07237725923957, 37.57949457253183, -0.181232621906925, -0.02600522199150959, -0.004730471493218569, -0.00014811848891914408, 0.005961098769156962, 0.007204762821900445, 0.014573604687562372, -4.373448002124669, -10.086030837574, -1.973043129436506, 0.014288424971819567, 0.018627575066569643, 0.021702828889273423, 0.023871985518122276, 0.0250320781579299, 0.02614020144753394, 0.02731197899780683, 0.026621592875735883, 0.026875024585437113, 0.026849719543512455, 0.026065451969992198, 0.024443765589083406, 0.03010393707814551, 0.028794315655204853, 0.021507486725439402, 0.020151165748384253, 0.018722938521095137, 0.017242421021811297, 0.015835868502175932, 0.014563799108392627, 0.013299747762804634, 0.011988458331621684, 0.0107804058894278, 0.009673735632443987, 0.00864024723164404, 0.007659223932874503, 0.006647086798523943, 0.005745916494370116, 0.004944027682806514, 0.004195907622925455, 0.0034744590219595666, 0.0028072447002491577, 0.002194413551981075, 0.001635364507178479, 0.0011309995043913943, 0.0006778091221927776, 0.00027899920565328714, -6.683022957414597e-05, -0.00036133911943668116, -0.0006078211950662802, -0.0008120176448382214, -0.000974403617477511, -0.0010981250923775701, -0.0011865753070241787, -0.0012432685903775987, -0.001271771489659845, -0.0012756380875206335, -0.0012583512059808984, -0.0012232706785660975, -0.0011735894357822226, -0.0011122977695617708, -0.001042155821837253, -0.0009656740745509053, -0.000885101396392468, -0.0008024200292429976, -0.0007193467693943323, -0.0006373395140178299, -0.0005576083000535878, -0.0004811299525531296, -0.00040866548333029544, -0.0003407794263947596, -0.0002778603636384827, -0.00022014197494298326, -0.00016772403327596982, -0.00012059285991467274, -7.864084522535564e-05, -4.168473031911314e-05, -9.482427596469959e-06, 1.825176723894152e-05, 4.183365249992485e-05, 6.159731200093259e-05, 7.788499754816286e-05, 9.103864151082281e-05, 0.0001013929082725215, 0.00010926967175443779, 0.00011497379089108561, 0.00011879004688511297, 0.0001209811020868613, 0.00012178634204805759, 0.00012142146633448986, 0.00012007870051699582, 0.0001179275104130022, 0.00011511570918903277, 0.00011177085842312792, 0.00010800187549355306, 0.00010390076994047297, 9.954444226613896e-05, 9.499648968392572e-05, 9.030897258363673e-05, 8.552410489222693e-05, 8.067584005848657e-05, 7.57913311278805e-05, 7.089225098096824e-05, 6.599596389981277e-05, 6.111654548330457e-05, 5.626565178177007e-05, 5.1453242485443864e-05, 4.668816590037741e-05, 4.197861597103187e-05, 3.7332473246023865e-05, 3.275754270500058e-05, 2.826170216347755e-05, 2.3852974517649063e-05, 1.9539537228302812e-05, 1.5329681777505598e-05, 1.1231735005861031e-05, 7.253953461703584e-06, 3.404400546126896e-06, -3.0918495616113266e-07, -3.879521711846389e-06, -7.2999140116952754e-06, -1.0564370645398212e-05, -1.3667710741333952e-05, -1.6605653867142547e-05, -1.9374892586762953e-05, -2.197314646807661e-05, -2.439919706960064e-05, -2.665290413885584e-05, -2.873520352053098e-05, -3.064808749232091e-05, -3.2394568825924e-05, -3.397862914172289e-05, -3.540515306166252e-05, -3.667984912764071e-05, -3.78091587701578e-05, -3.880015490557193e-05, -3.9660431964568684e-05, -4.039798933846741e-05, -4.10211111753558e-05, -4.153824526201074e-05]}, 'iteration_48': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-25227.583080109907, -7484.307776482576, -9.181341192217804, 10.782811648917699, 7.833437126165617, 6.193961253423803, 4304.928519223753, 14886.732697528785, 13709.381037884392, 1920.7565307179793, -2.8757113304696555, -2.647372734913751, -2.1031378643480036, -1.3680446010763048, -0.6005938779208413, -0.3087869593968494, 0.816359320540976, -643.6559705989877, -1237.9045836126797, -186.70719424290164, 1.1051308075016395, 2.4780697585800806, 2.771953208116467, 2.9276861295162875, 2.9524411926392435, 2.967836667714696, 2.987575921234997, 2.9810050193943836, 2.940421261185914, 2.864818148713318, 2.756080491981595, 23.78858971846339, 1.9453984757579352, 2.2841802560470867, 2.1023349062886942, 1.9196276293212284, 1.7403418996224993, 1.5657067565479514, 1.4149665001404341, 1.2806266384084262, 1.1535537931467335, 1.0293586453959824, 0.9233862211401531, 0.8313347020500251, 0.7465596407697619, 0.6679721298335186, 0.5901657065489191, 0.5211177409210703, 0.45745727573690065, 0.39633841098368894, 0.3384680225305569, 0.28378410764822604, 0.2323518145665381, 0.1843118654311288, 0.13983526637614485, 0.09908660068656887, 0.06219676422039376, 0.02924494656706986, 0.0002489163778791733, -0.024837756397907414, -0.046123088478254505, -0.06377022661009633, -0.07798855699810395, -0.089023596985279, -0.0971466279003838, -0.10264478602147602, -0.10581209714375103, -0.10694174061012719, -0.10631966685919958, -0.10421957022882568, -0.10089913321571936, -0.09659740575332493, -0.0915331562497342, -0.08590402490587007, -0.0798863171021751, -0.07363529120861365, -0.06728581616534676, -0.06095329638050666, -0.054734782919437105, -0.04871020878475946, -0.04294370180018087, -0.03748494082318243, -0.0323705300371471, -0.0276253723992206, -0.02326402713811283, -0.019292038573468843, -0.015707224864385458, -0.012500915793698717, -0.009659129261649513, -0.007163676680875946, -0.004993188226705329, -0.0031240501424707875, -0.0015312478725987917, -0.00018911060871983122, 0.0009280450174800235, 0.0018453721479998913, 0.002587049895529642, 0.0031759343688323454, 0.003633298881948134, 0.003978656021609006, 0.004229653245543789, 0.004402032864521341, 0.004509646845550229, 0.004564516820472436, 0.0045769298968999575, 0.004555561336822722, 0.004507615917377319, 0.004438980577915008, 0.0043543819404410706, 0.004257543280363534, 0.004151336516924831, 0.004037925765253604, 0.003918899905377305, 0.0037953924629620826, 0.0036681877934238768, 0.0035378132060429703, 0.0034046171848786024, 0.0032688342200122905, 0.003130637156422526, 0.0029901780954422717, 0.002847619086112098, 0.0027031538715954987, 0.002557021967238245, 0.002409516299420648, 0.0022609856046601523, 0.002111832640077623, 0.001962509193591611, 0.0018135087474355686, 0.0016653575307094004, 0.001518604557893481, 0.0013738111853331088, 0.0012315405756041908, 0.0010923474000105802, 0.0009567680328395175, 0.000825311439478633, 0.0006984508648525189, 0.0005766164880006989, 0.00046018905858818157, 0.0003494946184181324, 0.0002448003252497322, 0.0001463114366238048, 5.416948092820324e-05, -3.154834352542089e-05, -0.00011082851471851986, -0.0001837192918830537, -0.0002503275636295963, -0.00031081452242514874, -0.00036539025840739194, -0.000414307403657649, -0.00045785406388158925], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [122.84469321267473, 9147.647523612977, 3000.046018916555, 518.7956010090406, -252.2024249643108, -423.03476504836954, -403.2270046307545, -333.3531759788801, -259.4145637389932, -194.83702483786777, -142.12748391777137, -100.33408942547341, -67.87752271116192, -42.774311210726204, -23.715805495502224, -9.290206769048323, 1.4828978564207158, 9.353593687630013, 15.04184589335629, 19.04892768017344, 21.772268028449425, 23.515372194644588, 24.544271275713548, 25.031399373516162, 25.127510835438994, 24.938628766651153, 24.548472025264942, 24.01977685073128, 23.395336507983487, 22.71290842033431, 21.99381845333694, 21.26042526363398, 20.521892003688784, 19.791525362179794, 19.07192026857465, 18.367676444718793, 17.681890809362088, 17.01655699666687, 16.37286651404645, 15.748582246824874, 15.149763848729341, 14.57076375052751, 14.014121117270939, 13.477116000762994, 12.961727166805842, 12.465308985841613, 11.987541118569213, 11.528043517281118, 11.088078161763908, 10.663710539145786, 10.256244176342134, 9.865171107275334, 9.48864005448705, 9.127601818293154, 8.781504027118402, 8.447572769740704, 8.123553941432025, 7.819441251620497, 7.523403487200241, 7.244442431318319, 6.964771016257863, 6.70926435919595, 6.4533678200458855, 6.212251633580429, 5.978243550881039, 5.757492082531439, 5.543157853891241, 5.335239561907573, 5.133698885200739, 4.9384654461523, 4.7540363505240535, 4.5751901789175395, 4.401832763352168, 4.237744951128659, 4.074806345266911, 3.9204857441005716, 3.7707795097704024, 3.625568444035601, 3.4847273292328214, 3.3481269293404226, 3.2156357355287954, 3.0896797407975547, 2.964885037613945, 2.8438126439939744, 2.7263342766597036, 2.6144250902607347, 2.5036640231020444, 2.3961384741813556, 2.2917348735377647, 2.190344121200997, 2.0902031254036895, 1.994603128521929, 1.9001988626750923, 1.8099916892507797, 1.7195477354612234, 1.6331109579224565, 1.5491480534448479, 1.466366893771224, 1.3848450355856343, 1.3068599398438052, 1.2300663798802793, 1.1545251659440674, 1.081257094011764, 1.0101813810199451, 0.940333686408419, 0.8726039906256727, 0.8061039280802683, 0.7408660178284102, 0.6776620026965572, 0.6157044415171001, 0.5550139668681913, 0.49625968563031186, 0.43874398079451066, 0.3824781286034379, 0.3274696958740039, 0.27427055325936994, 0.2217625173409478, 0.17101756826145015, 0.12100686576462633, 0.07270631607425064, 0.025169854219335194, -0.020714450301288496, -0.06581606374593671, -0.10971035050309602, -0.15241255753175087, -0.19428895513595104, -0.23497583310817666, -0.2744934358496224, -0.31316741292659683, -0.3506868130292308, -0.38707518442736094, -0.4228863885761455, -0.45731284189645155, -0.49114010063916197, -0.5238666192509919, -0.555739769800947, -0.5867565356490946, -0.6169161082919955, -0.646219692127537, -0.674490062105509, -0.7021011664818358, -0.7288698095512898, -0.7548035163329495, -0.7800584302781934, -0.8044821582916649, -0.8280863744456943, -0.8508835235318899, -0.8730064251549827, -0.8944501479070192, -0.9152118237697311, -0.9351887259940035, -0.9544943335000725, -0.9731302888911704, -0.9910996936071007, -1.0080818526171418, -1.024674260183049, -1.0410586596385902, -1.056485436254668, -1.071014267997644, -1.0853031413487688, -1.0987288362222245, -1.1118758734911889, -1.1246937688806606, -1.1362105914284268, -1.1474381614085576, -1.1583349765808297, -1.1684875098607936, -1.1782936635329464, -1.1877217502746031, -1.1961448723136197, -1.204509139303017, -1.212212561818174, -1.2192988397171638, -1.2260228736515815, -1.232366078668259, -1.2383126547097778, -1.2436901572961383, -1.2485373697243887, -1.2530184140963279, -1.257123174023921, -1.2608436340606461, -1.264087733855228, -1.266962718180106, -1.2694643429873538, -1.2715899963532564, -1.273298955625467, -1.2746514573113796, -1.2756475107674745, -1.2762770603106617, -1.2765735600977188, -1.2765252024948996, -1.2761461971335055, -1.2754403467456144, -1.2744122463471845, -1.2730994287777049, -1.2714491818456914, -1.2695373952136435, -1.267289426273867, -1.2648036743461468, -1.2619861997983208, -1.2589548671402087, -1.2555988960577522, -1.252052813455029, -1.2481912737189893, -1.2440882250548628, -1.2398298926795286, -1.2352729013121362, -1.2305008417067729, -1.2254386349430761, -1.2202612396028352, -1.2148080753250066, -1.2091722938014526, -1.2033629255663263, -1.1972977839758996, -1.1910747584905081, -1.1847027622923425, -1.1780971300576224, -1.1713586426666274, -1.1644958406866486, -1.157422555153777, -1.1502409115953778, -1.142864324301384, -1.1353006930520202, -1.1276524967806112, -1.1198332338519408, -1.1119448777221848, -1.1039012221586992, -1.095710488618747, -1.0873809577284428, -1.0790125759974918, -1.070520626980853, -1.0618229616549215, -1.0531982987136201, -1.0443838949417446, -1.0354778256311576, -1.0264878118759484, -1.0174214324989699, -1.0082861078832872, -0.9990890859631919, -0.9897546075714796, -0.9804562507537041, -0.9710361492367051, -0.9615040869744088, -0.9520265640781933, -0.9424516984589818, -0.9327887750315524, -0.9231967941713333, -0.9134563129168779, -0.9037247211358036, -0.8939355355264016, -0.8841671819590293, -0.8742860878950663, -0.864439181931163, -0.8545637802419465, -0.844667129300406, -0.8347562135752654, -0.8248377508950776, -0.8149181893742038, -0.8050037057738271, -0.7951002051722922, -0.7851550552525319, -0.7752342061440709, -0.765286776212761, -0.7553757942600187, -0.7454520930363264, -0.7355758161295811, -0.725648051501296, -0.7158300568556545, -0.7058757624924696, -0.6961383064967012, -0.6861400076744326, -0.6763658818937499, -0.6668087165767645, -0.6570215927829601, -0.6474572993404628, -0.6376885303470482, -0.6281471955548653, -0.6184251453085498, -0.608933916663704, -0.5996654718195794, -0.5902394592848117, -0.5806750737621075, -0.5713452437755042, -0.5618957330452764, -0.5526809455602093, -0.5433635689784705, -0.5342801830916899, -0.5251097725591528, -0.5161718113446911, -0.507160944631628, -0.49809143960823193, -0.4892580909565716, -0.4803778120224226, -0.47172989215813854, -0.46304552111035574, -0.4543364520814692, -0.445859765079838, -0.43712749400533335, -0.4288678018811958, -0.42037264168753435, -0.4121106877089055, -0.40385819259800265, -0.3956236516797121, -0.38741505708957014, -0.37943650539409246, -0.3714872224753527, -0.36357407147341236, -0.35570346378854345, -0.3478813701362467, -0.34028348198280445, -0.33256964283462115, -0.3250802222381312, -0.31764974329409373, -0.31028250965527304, -0.3028357425979026, -0.29561084547516386, -0.28845992483019617, -0.2813859513708386, -0.27439159896642934, -0.26735322839136627, -0.2605288281237755, -0.2536718669576657, -0.24702449658204095, -0.24035464774692308, -0.23378167003903463, -0.22730625735211127, -0.22092892371087802, -0.21455193569537392, -0.20827970935819887, -0.202112003974756, -0.19595941472096806, -0.18991616037378686, -0.18398138240421594, -0.1781541377277111, -0.17227712298343292, -0.16659119285747895, -0.1609410788211565, -0.15533248399397404, -0.14983903364283369, -0.14439261367235035, -0.1390617127992478, -0.13378230302702399, -0.12861806898604666, -0.12345113067801895, -0.1184022872727957, -0.11341488527548126, -0.10854371078893311, -0.10368535514689642, -0.09894437990415084, -0.09422394146065273, -0.08962115110260112, -0.08504538086327619, -0.08058675753295397, -0.0762011619716848, -0.07185028161755395, -0.06757680809251422, -0.06338113757339317, -0.059263507394180924, -0.05519011128358466, -0.05122991289456641, -0.04728460066216695, -0.04342144490770828, -0.03963981733575194, -0.035910849366357474, -0.03226397220356348, -0.02867210203589368, -0.025137116439052986, -0.021684836515072782, -0.01826736288656098, -0.014933405909253496, -0.011659834844951734, -0.008447516230319991, -0.005297135934853752, -0.0022092116640195407, 0.0008343149650074486, 0.0037956717301658584, 0.0067109463980674225, 0.00956183256521657, 0.012364248402197183, 0.015101578860517597, 0.017788775740642006, 0.020410777444959123, 0.02299493432518005, 0.025500422298655578, 0.027991040381264657, 0.030391157477887353, 0.032693591920848655, 0.035011716150844543, 0.03733698901509684, 0.03946344006947748, 0.041598945466589925, 0.043736167613924494, 0.04578133042602792, 0.047822776487162044, 0.04977491495371271, 0.05164273677126313, 0.05350372022820952, 0.0552831111274881, 0.0570519803894514, 0.05880570720559226, 0.06047952727769297, 0.06207798521298945, 0.06366055235457563, 0.06522363430078609, 0.06671382007681356, 0.06818311606062576, 0.06962866100474686, 0.0710046070971286, 0.07231500152081562, 0.0736421130154921, 0.0748660928314979, 0.07610269425358816, 0.07727733747544463, 0.07842565170755467, 0.07954617832267487, 0.08060892317960329, 0.08164458041540747, 0.08265207923247045, 0.08363051298806388, 0.08455606426025158, 0.08545375281602316, 0.08632295920780769, 0.08716319256570339, 0.08795576765866511, 0.08873813310378037, 0.0894744708326015, 0.09018290544547536, 0.0908633378522902, 0.09151575234935323, 0.09214020960805049, 0.09273683992863983, 0.09330583678165119, 0.09384745065328257, 0.09436198320582082, 0.09484978175943692, 0.09531123409767017, 0.0957467635954731, 0.09615682466579158, 0.09654837638564158, 0.09690844249526946, 0.09725002239365636, 0.09756725544046842, 0.09786076717898662, 0.09813118877950164, 0.09837915460413427, 0.09860858642301967, 0.0988161007083447, 0.09900495595921614, 0.0991726119296291, 0.09931980118222326, 0.09944886475254142, 0.09955832641327775, 0.09964892398671715, 0.0997230324815855, 0.09977816707677534, 0.09981686539150199, 0.09983809859939617, 0.09984310024001238, 0.0998319011946988, 0.09980484505987602, 0.09976215586956139, 0.09970480544526727, 0.09963265677416522, 0.09954599894401044, 0.09944514587642511, 0.0993304329582951, 0.099202213878945, 0.09906229214557444, 0.09890827279440702, 0.09874188249273327, 0.09856352097782066, 0.09837359354416851, 0.09817068113733343, 0.09795879049616209, 0.09773462745060675, 0.09749845322238987, 0.09725462994264593, 0.09699955502253768, 0.09673353370575453, 0.09645903289022148, 0.09617430327343465, 0.0958818794539282, 0.09557995948970693, 0.09526889402244593, 0.09495128395749439, 0.09462301651409502, 0.09428894868448676, 0.09394719739585544, 0.09359812330686791, 0.09323981883683377, 0.09287717919740565, 0.09250603057863704, 0.09212899675948011, 0.09174642835918585, 0.09135643325689188, 0.09096160770712244, 0.09056007355952113, 0.09015439633483403, 0.08974271386419899, 0.08932538643102873, 0.08890277080791266, 0.08847096291473679, 0.08804729517688575, 0.08760668835102028, 0.08717051518714765, 0.0867183991345421, 0.08627127599914981, 0.08582918112341165, 0.08537238767074369, 0.08492111573407851, 0.08445610007369861, 0.0839780645914472, 0.08352521397809703, 0.0830412730252631, 0.08256417569086019, 0.08209384139982324, 0.08161248089364921, 0.08113821270207904, 0.08065375115216619, 0.08015976451211834, 0.07967354590846903, 0.0791949454486052, 0.07869159100468857, 0.07821242234487734, 0.07770973482604507, 0.0772155459044921, 0.0767146017772243, 0.07622226397714253, 0.0757237820524647, 0.07521970186713967, 0.07472457315128558, 0.07421061960420404, 0.07371963990059782, 0.07321082792363859, 0.07271143930310794, 0.07220842170762719, 0.07170222052511353, 0.0711932655495531, 0.07068197064616781, 0.07018055415496434, 0.06967711259871397, 0.06917201793628379, 0.06866562658744316, 0.06815827944027422, 0.06765030192672696, 0.06714200415952042, 0.06664395076820798, 0.06613567144853004, 0.0656377702403221, 0.06513058441791757, 0.06462441407842012, 0.06412873696267593, 0.06362506116650657, 0.06312303668047534, 0.06262284904691966, 0.06212467188689219, 0.061620351753682044, 0.061126847952420134, 0.06062784252433673, 0.060131770502804716, 0.059638741722053606, 0.059148856867155444, 0.05865491585452719, 0.05816461231904773, 0.05767103781293282, 0.057181530868309356, 0.05669613141799309, 0.05620835483430197, 0.05572503672412381, 0.05523995967806047, 0.0547596382134256, 0.05427811299357983, 0.053801590712022854, 0.05332436088839662, 0.05284678109548782, 0.05237461643191617, 0.051902509638776274, 0.05143076863283838, 0.050959683653030136, 0.05049447156514083, 0.05002538566836459, 0.049562444170532065, 0.049100934772717486, 0.04863657487260248, 0.04817867018576172, 0.047722802362656316, 0.047264957125583255, 0.04681377384340718, 0.04636111889896519, 0.045911313423674716, 0.0454644782817909, 0.04501700850674726, 0.044572896987948384, 0.044132228388467865, 0.04369162370845333, 0.043254770786079304, 0.042818432531416845, 0.04238289305736768, 0.04195155169706243, 0.041521372526163364, 0.041092593385309184, 0.04066834629564036, 0.04024294684946901, 0.039822339593816126, 0.03940109578089558, 0.03898485461177048, 0.038568432858796575, 0.0381546721807394, 0.03774370091806885, 0.037335636410724314, 0.03692826002150681, 0.036524109449110914, 0.03612105669890636, 0.03572149742887328, 0.03532339134795306, 0.0349269502040742, 0.03453237088663518, 0.03414567976288537, 0.03376090900755912, 0.03336711468038024, 0.03298333926876641, 0.032591571709666575, 0.03220987424018412, 0.03183781572589329, 0.03145871200850869, 0.031089265517098768, 0.030713610343908824, 0.03034758895622596, 0.029976119247478377, 0.029614223058738547, 0.029261491708095014, 0.028890393232778512, 0.028542294658435035, 0.028177132436736887, 0.027834143450695778, 0.0274752998305651, 0.02712592186058457, 0.02678559862254711, 0.026442657944192007, 0.02609760579850428, 0.025761615305910635, 0.025423877732540227, 0.025084837235654998, 0.024754780159867398, 0.02442370631787016, 0.024101356154979763, 0.023769136256625745, 0.023454721208271474, 0.02313113102996436, 0.02280778862995748, 0.02249315731303996, 0.022178904871796624, 0.021873040670695114, 0.0215601382676573, 0.021255710559263053, 0.020952257544403857, 0.020649999157411683, 0.02034914014575504, 0.02004987061424766, 0.019758746272900665, 0.01946299370835698, 0.019175357485685447, 0.018883737976071183, 0.01860017312779987, 0.018318755157237895, 0.018034203556299897, 0.01775756546357102, 0.01748338775543796, 0.017206798252945063, 0.0169331108669269, 0.016667067390276482, 0.016399219939542718, 0.01613443151363467, 0.015872739328554018, 0.015609996682482367, 0.015354701868532059, 0.015098631677052499, 0.014845968614420842, 0.014592991362561532, 0.01434724553252137, 0.01410138100908971, 0.013855689005208663, 0.013613753435343642, 0.013375539916675415, 0.013137889434061746, 0.01290406704618742, 0.012671081317115938, 0.012441997551991725, 0.012213984090508861, 0.011987226250482408, 0.011764507346704218, 0.011543218611243695, 0.011323511535652949, 0.011107911428809729, 0.01089401724506882, 0.010681951161712888, 0.010471824772345352, 0.010263739580466277, 0.010057787491900125, 0.009856037906208868, 0.009654531223034061, 0.009455382319598027, 0.009258649488055645, 0.009064383772320595, 0.00887262940336106, 0.008683424219782404, 0.00849520266418869, 0.008309687330338388, 0.008126894727029332, 0.00794538407737709, 0.007766706079247269, 0.007589497213780772, 0.0074152012045351195, 0.007242528412966976, 0.007072822427687623, 0.006904864159901912, 0.006738744418633973, 0.006574545107753768, 0.006412339675117831, 0.006253243814740814, 0.006095180605249448, 0.005939286302813175, 0.005786555531307526, 0.00563509336301407, 0.005485025484797473, 0.005338185442571729, 0.0051928440677188655, 0.005049903810359563, 0.004908597655495921, 0.00476975884337883, 0.004632661513583436, 0.0044973746695027165, 0.0043639596360738565, 0.004231165604744053, 0.004102954393626882, 0.0039791025676084975, 0.003853521499033513, 0.0037266222360448254, 0.003609721678336764, 0.003486192279201362, 0.0033722241277075737, 0.0032572388838401087, 0.00314156704222825, 0.003030079286666401, 0.0029181705599370137, 0.0028103553973200593, 0.0027064285033927887, 0.0026022632355837657, 0.002498107700316465, 0.002397836383563329, 0.002297744327318276, 0.0022014145499723212, 0.002105407742820248, 0.002013035438138082, 0.0019211068378193464, 0.0018326809407768153, 0.0017447991353684805, 0.0016576136805749055, 0.001571265153372411, 0.0014883438394156638, 0.0014086717448821312, 0.0013275367250692191, 0.0012496854974129998, 0.0011749461686468793, 0.0010991423132605655, 0.0010264607260291167, 0.000954892289253963, 0.000884510986025127, 0.0008170747394488503, 0.0007491854586467188, 0.0006842113930911661, 0.0006219962159391319, 0.0005595513295941698, 0.0004984666958939391, 0.00044007222653285883, 0.0003817425420478145, 0.00032604057924935827, 0.00027169268567960346, 0.0002187176582601347, 0.00016713000083850608, 0.0001169402131890082, 6.815507196353539e-05, 2.0777902582552817e-05, -2.6036853548226865e-05, -7.05593628975941e-05, -0.00011368367175001545, -0.0001554177020964551, -0.0001964611877224478, -0.00023606610593984785, -0.00027363110042033983, -0.0003104483774495147, -0.00034644108974387055, -0.0003804900565062118, -0.00041370253071140614, -0.00044555076906450274, -0.0004760633781358664, -0.0005056861712435273, -0.0005339830477282306, -0.0005613555707043297, -0.0005874232289980956, -0.0006122219808793423, -0.0006360913918295746, -0.0006587235930384812, -0.0006804215921953474, -0.0007011684555147424, -0.000720721581741531, -0.0007393351529798066, -0.0007568041354846404, -0.0007733524195024695, -0.0007889772744881788, -0.0008036789507487502, -0.00081731864662808, -0.0008301979417318004, -0.0008420521982241329, -0.0008530314274614553, -0.0008631458000964014, -0.0008724072594314014, -0.0008809055563312335, -0.0008884941628439871, -0.0008952750479274904, -0.0009013159399514029, -0.0009065693283331969, -0.0009110556202170055, -0.0009147958528546217, -0.0009178337242817298, -0.0009201569381397188, -0.0009217888942871386, -0.0009227581460798026, -0.0009230732632200925, -0.0009227495228336255, -0.0009218123712646481, -0.0009202604961667062, -0.0009181300801776692, -0.0009154267073495069, -0.000912166253286656, -0.000908365569686865, -0.0009040423437679194, -0.0008992473742798323, -0.00089393718558703, -0.0008881610366554402, -0.0008819387227318313, -0.0008752496071263118, -0.0008681513872720129, -0.0008606648678594415, -0.0008527658221974277, -0.0008445176796039529, -0.0008358942913665113, -0.0008269138384842129, -0.0008175949804329641, -0.0008081043393069216, -0.0007982170394591036, -0.0007877493710826082, -0.0007777212337566546, -0.0007666477366394394, -0.0007560567679906799, -0.0007444554623939815, -0.0007333756680157974, -0.0007218279576112229, -0.000709834405636688, -0.0006984092330841918, -0.0006860814535191498, -0.0006738617799815316, -0.0006617621101704061, -0.0006493166795213827, -0.0006370217578368464, -0.0006244219818335499, -0.000611544332273718, -0.0005988656506985629, -0.0005859496953514762, -0.0005732576354732682, -0.0005607928815624889, -0.000547722480313086, -0.0005349161751353842, -0.0005223746211295884, -0.0005093145807639205, -0.0004969354006661589, -0.00048408799850177276, -0.00047155239284586155, -0.00045896993971103006, -0.0004463638584791503, -0.00043409291920096493, -0.00042182409773632886, -0.00040957846045393655, -0.0003976846603263717, -0.000385835346849602, -0.0003740492298101434, -0.0003623441988324322, -0.00035073727802241434, -0.00033950746076485727, -0.0003281352110394012, -0.00031715190571578666, -0.0003063082381375614, -0.00029561685050627176, -0.00028508945371807714, -0.00027473682520057907, -0.00026456881211380304, -0.00025478996105630935, -0.0002450092586547849, -0.00023543740433318286, -0.00022608065514444277, -0.0002169444184154378, -0.00020803327819077087, -0.0001993510240947958, -0.0001909006822328073, -0.00018268454777187591, -0.00017457213547942765, -0.00016683464708146185, -0.00015921402227743258, -0.0001517273439963882, -0.00014460697681132278, -0.00013762799868569502, -0.00013090148535663645, -0.00012442397810270584, -0.00011810373885080735, -0.0001120338041273128, -0.00010620908185406862, -0.00010054987474303872, -9.506308439347683e-05, -8.982049639877204e-05, -8.481508079799191e-05, -7.99810983102016e-05, -7.532186418222828e-05, -7.089141686565014e-05, -6.663300949624439e-05, -6.254761127292229e-05, -5.863538007873962e-05, -5.4935449977765466e-05, -5.14015114287633e-05, -4.803203613289897e-05, -4.485715751135217e-05, -4.180748978361292e-05, -3.894242710351055e-05, -3.6200646039436166e-05, -3.360826233020774e-05, -3.1183274060399005e-05, -2.8875093789344787e-05, -2.670301889807183e-05, -2.466217326065681e-05, -2.2731439488066934e-05, -2.09392220074058e-05, -1.9249267332982026e-05, -1.765977581235466e-05, -1.619132885364589e-05, -1.4804075768176802e-05, -1.3526772698363377e-05, -1.2325226102596047e-05, -1.1214663926467758e-05, -1.0182419139134428e-05, -9.231701930529895e-06, -8.351347990704996e-06, -7.53800066910144e-06, -6.788246331625774e-06, -6.098646804432921e-06, -5.465768586738566e-06, -4.886208851674412e-06, -4.356618295575495e-06, -3.870921762765316e-06, -3.431832267132573e-06, -3.0309153029502785e-06, -2.665948812801414e-06, -2.336444118860992e-06, -2.0395614454731333e-06, -1.7712422821118735e-06, -1.5294380069666547e-06, -1.313211507845135e-06, -1.119308107614769e-06, -9.426584018551683e-07], 'MSE': 17388.213968675776, 'R_2': 0.8738762816399303, 'U_norm': [-205.36160317029265, -60.924958158601925, -0.07473942075623836, 0.08777596648372224, 0.06376699668195296, 0.05042107319351838, 35.04366706211844, 121.18336041245564, 111.59929429117882, 15.635649249295236, -0.02340932491253343, -0.021550566588356728, -0.017120298925947283, -0.011136375275957249, -0.004889050260281598, -0.0025136369512073287, 0.006645458595733828, -5.239591188446221, -10.07698870935384, -1.5198637384878833, 0.008996162399732667, 0.020172379445697115, 0.022564696464349273, 0.023832418477334152, 0.024033933598040274, 0.024159258304454815, 0.024319942930304282, 0.024266453425107613, 0.023936087031232258, 0.023320650493664087, 0.02243548684399946, 0.19364767945589098, 0.01583624354810579, 0.01859404913352943, 0.017113762558439754, 0.015626459585746343, 0.01416700923889503, 0.012745416340448162, 0.011518336416864224, 0.01042476160680991, 0.009390342925500466, 0.008379349737327227, 0.007516696074948535, 0.00676736358936795, 0.006077264088433165, 0.005437533473582703, 0.004804161193252386, 0.0042420859095458775, 0.0037238668178765245, 0.003226337268184396, 0.002755251484378466, 0.0023101047419337925, 0.0018914273708816557, 0.001500364900119435, 0.001138309381107186, 0.0008066005810018227, 0.0005063040391838088, 0.00023806438740372777, 2.026268876185451e-06, -0.00020218827371731076, -0.00037545853532546696, -0.0005191125891686166, -0.0006348549142900532, -0.0007246841101990844, -0.000790808504519006, -0.0008355654898649976, -0.0008613485420005913, -0.0008705442462632306, -0.0008654803421082039, -0.0008483847999210435, -0.0008213552479393036, -0.0007863376386315178, -0.0007451128255525465, -0.0006992896710489544, -0.0006503033643523164, -0.0005994177644561888, -0.000547730753059401, -0.0004961817635667186, -0.000445560826569066, -0.00039651862546771934, -0.0003495771838208809, -0.0003051409054029268, -0.00026350776143679953, -0.0002248804709537629, -0.00018937755131393394, -0.00015704413527407266, -0.0001278624618641996, -0.00010176195239705126, -7.862878754982133e-05, -5.831490567712029e-05, -4.064634871723786e-05, -2.5430892194663105e-05, -1.24649086267767e-05, -1.539428397079934e-06, 7.5546203533925524e-06, 1.5021993250627844e-05, 2.1059516971579456e-05, 2.5853248465219226e-05, 2.9576360161983854e-05, 3.23876915385112e-05, 3.443089925027886e-05, 3.5834131371037376e-05, 3.671014789618179e-05, 3.715680923429556e-05, 3.725785614264728e-05, 3.708390837519898e-05, 3.669361541012523e-05, 3.6134899051869325e-05, 3.544623570419542e-05, 3.4657934168561385e-05, 3.3793372900918735e-05, 3.2870168577064426e-05, 3.1901255252101836e-05, 3.089586023279655e-05, 2.9860368454445843e-05, 2.8799072404317378e-05, 2.7714808868038117e-05, 2.6609486679241272e-05, 2.548451285824148e-05, 2.4341125564615203e-05, 2.3180643935858017e-05, 2.2004645111029657e-05, 2.0815078831222454e-05, 1.9614329622567213e-05, 1.840523632579152e-05, 1.719107752877145e-05, 1.597553094771755e-05, 1.4762613705565298e-05, 1.3556609496525435e-05, 1.236198749600392e-05, 1.1183317346627807e-05, 1.0025183394391175e-05, 8.892100863278434e-06, 7.788436032975479e-06, 6.7183320648636475e-06, 5.685641342902905e-06, 4.693865679253625e-06, 3.746104513182916e-06, 2.845011942278565e-06, 1.992762726823812e-06, 1.1910277370527372e-06, 4.409590649644566e-07, -2.5681486740819127e-07, -9.021839859689982e-07, -1.4955411382298168e-06, -2.0377564359392992e-06, -2.5301420437759723e-06, -2.974408171051105e-06, -3.3726113338038284e-06, -3.7270968161388814e-06]}, 'iteration_49': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-25326.132310415982, -7683.345744290447, -15.869631017947826, 14.232736668986771, 10.24843891301809, 7.725456405716711, 4824.842096037706, 15074.91755549651, 13608.729264504589, 1605.1308609324292, -3.0668389910679563, -2.6865541287413013, -1.8965019900303737, -0.8740904126098681, 0.17776704820507575, 0.703228506369603, 1.951545734890305, -664.4825609797211, -1232.352279672738, -175.58661965774817, 2.149819400090465, 3.3950729991445505, 3.563840756544073, 3.590958311690937, 3.4897529320182197, 3.390523933586959, 3.3076636165178632, 3.2137832552407293, 3.0998760066306246, 2.9643748021629728, 2.8083364486507465, 20.25360874606924, 5.834709035003253, 2.25995340488688, 2.0675929947922045, 1.8813110655294247, 1.7019629546186286, 1.530587462610286, 1.3850791457866636, 1.2553831673243145, 1.1318206798542452, 1.0117203419050198, 0.9086610265297539, 0.8182579172534363, 0.7346618500943928, 0.6556092420245673, 0.575658445023836, 0.5057771127138225, 0.44196661985929425, 0.37981571041275686, 0.32116493138494034, 0.26605207018475785, 0.21459777062480367, 0.16695906053047563, 0.12329095891410236, 0.08371739809084164, 0.04831151911240083, 0.01708461056455898, -0.010017611629510391, -0.03311289955835757, -0.05237613720115529, -0.06803026698391183, -0.08033577304834758, -0.08957978124559797, -0.09606557874160479, -0.10010310216034478, -0.10200072891724307, -0.1020585245593331, -0.1005629592662471, -0.09778300787290992, -0.09396748436071584, -0.0893434295812942, -0.08411536158706216, -0.07846520560406543, -0.07255273921080782, -0.06651641251363695, -0.060474429224763426, -0.05452599982567305, -0.04875270037736811, -0.04321988911774976, -0.03797814749542154, -0.033064722803865514, -0.02850495654807617, -0.024313686884913907, -0.020496615495669793, -0.017051630044515143, -0.013970073256175133, -0.011237949385362742, -0.0088370587423947, -0.006746051079047345, -0.0049413894444641174, -0.003398217343234693, -0.0020911238223704177, -0.0009948032367366189, -8.460878247740796e-05, 0.0006629986962129156, 0.001270102806609093, 0.001757078749433807, 0.002142427795353952, 0.0024426900167624833, 0.002672425241583737, 0.0028442515610076838, 0.0029689306474583797, 0.0030554893277110686, 0.003111367397289069, 0.003142582494963082, 0.00315390382228541, 0.003149027658957051, 0.0031307487630690086, 0.0031011229888639365, 0.003061617594198739, 0.003013246777819306, 0.002956690960095032, 0.0028923991911736805, 0.002820674749823887, 0.002741744589320665, 0.002655813696666678, 0.002563105772677264, 0.0024638917996858928, 0.002358508198407716, 0.002247366263545625, 0.0021309545100239094, 0.002009835473836339, 0.0018846383362137004, 0.0017560486155441166, 0.0016247959729713685, 0.0014916410280389936, 0.0013573618856743425, 0.0012227409454561309, 0.0010885523743488007, 0.0009555505714554283, 0.0008244597656925923, 0.0006959648850816918, 0.0005707036922344326, 0.0004492602398054642, 0.0003321595364059626, 0.0002198634222767117, 0.00011276755503752066, 1.1199447932200868e-05, -8.458248114527699e-05, -0.0001743889206854164, -0.00025809874096368506, -0.00033565716424258384, -0.000407073037180331, -0.00047241522598284074, -0.000531808138367386, -0.0005854264612802537, -0.0006334891507250219, -0.0006762528411914812, -0.0007140048008332917], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [122.1597111346072, 9163.932978296167, 2987.69927509295, 508.4182744229277, -256.3400811212038, -423.1056881150649, -401.354188421216, -330.75917987376073, -256.6879944826777, -192.23179438260513, -139.73965434298552, -98.19015379996954, -65.97319411762524, -41.095020680890016, -22.24071492061837, -7.998981341191452, 2.6103552304427966, 10.337312627414857, 15.899159236500992, 19.795583462520636, 22.422370689709666, 24.081928651683942, 25.037631455480014, 25.461476814657612, 25.50211073143444, 25.264843909133532, 24.832376507371187, 24.2665579059125, 23.609237475597876, 22.897743179566, 22.15269672864489, 21.39614631995508, 20.636737644403333, 19.8875622565401, 19.15083700954334, 18.43094208731591, 17.730788137045327, 17.05221100150544, 16.39626864479078, 15.760559732022095, 15.151155133785908, 14.562227255458682, 13.996296711625803, 13.450547949235036, 12.926951712494617, 12.42278789626737, 11.937706328764444, 11.47130146553467, 11.024838198837811, 10.59431210216905, 10.181037361593845, 9.784492186313509, 9.40279525088946, 9.036907708941214, 8.686267595993414, 8.348064343728854, 8.020017585396621, 7.712243361117039, 7.412766672997388, 7.130693172511537, 6.848042579992553, 6.58995348763949, 6.331620624913892, 6.088362705511445, 5.852435413785593, 5.630033256231434, 5.414260389368941, 5.205116426598167, 5.002562626575218, 4.806526899769934, 4.621515613783702, 4.442280852282055, 4.268724355344594, 4.1046201489370455, 3.941841308171426, 3.7878431346879764, 3.6386171835154317, 3.494037088647433, 3.3539699362415623, 3.2182783682898064, 3.086822429720966, 2.961995035910528, 2.838460700553853, 2.718749015264657, 2.6027228817987353, 2.492319352774094, 2.383166919466572, 2.277316236186525, 2.1746457559757935, 2.0750387452314905, 1.9767564215034934, 1.883020076297058, 1.7905409646383053, 1.702251278466942, 1.6138053939964225, 1.5293479574282294, 1.4473721952843404, 1.3666115665142926, 1.2871382692682967, 1.211166772759481, 1.1364070021024846, 1.0629152930985515, 0.9916810428941574, 0.9226213763768373, 0.8547961664453809, 0.7890667618289587, 0.7245683569713874, 0.6613307136010147, 0.6000996113599443, 0.5401100455230111, 0.4813806066386042, 0.4245569351754809, 0.36896260777891343, 0.31460743441344874, 0.2614976856653697, 0.21016472191143792, 0.15952864101884245, 0.11062232025879239, 0.06245329933286338, 0.015960690243892416, -0.02976703689080752, -0.07387645101049042, -0.11720426256688675, -0.159343009385109, -0.2003082330278173, -0.24045184935452893, -0.27942577369135224, -0.3172503865363623, -0.3542380362479404, -0.3900920117302457, -0.4248358885467108, -0.4589989167463865, -0.4918114728355166, -0.5240231469718404, -0.5551568962365144, -0.5854489924402668, -0.6148972232169049, -0.6435015298063459, -0.6712638147475304, -0.6980172727528307, -0.7241166312129964, -0.7493893138129731, -0.7738433625664403, -0.7976267163268841, -0.820596614648307, -0.8427651150317459, -0.8641450119536827, -0.8848617479922195, -0.9049113735569632, -0.9242919394563055, -0.942908588128624, -0.960868152422672, -0.9781730324841801, -0.9948270325113505, -1.010534817837925, -1.0258502568372339, -1.0409400557610244, -1.0551145117762522, -1.068431489816831, -1.0814948437907421, -1.0937355541105296, -1.1056874402902817, -1.117303342310944, -1.127705698907457, -1.1378116805703564, -1.1475827644902998, -1.1566492778987363, -1.165367826678066, -1.1737093564436725, -1.181122820346032, -1.1884424437662262, -1.195140619760836, -1.2012592864885303, -1.2070201834418364, -1.2124067598417954, -1.2174051339184964, -1.2218725096381136, -1.2258459273244948, -1.2294621889395922, -1.2327127616499471, -1.2355911086962612, -1.2380290651261787, -1.2401106335542804, -1.2418328056208552, -1.2431941087168845, -1.244173605619239, -1.2448119737584014, -1.2451101519348668, -1.2450751301467344, -1.244707909875966, -1.2440290202722952, -1.2430371376791323, -1.2417366595008765, -1.240132704401602, -1.2382750287641229, -1.2360871099593689, -1.2336680928192862, -1.2309220346961303, -1.2279679246207889, -1.2246928812283502, -1.221232868201101, -1.2174603717589645, -1.2135256994192238, -1.209288833567158, -1.2048312564512544, -1.200244726672563, -1.1953740316393124, -1.190308697076743, -1.1849691122063826, -1.1795391031001947, -1.173849532438597, -1.1679975881042117, -1.1619919763583249, -1.1557476626046954, -1.1493653356066016, -1.1428534996757427, -1.136125494599626, -1.1292838193808787, -1.1223365451959126, -1.1151962652327843, -1.1079658885130381, -1.1005580346343233, -1.0929807666382696, -1.0853365105880708, -1.0775385558754442, -1.0696883458918571, -1.0616998264324529, -1.0535811680472844, -1.0453405559318014, -1.0370765757359646, -1.0287052674813755, -1.0201458049321277, -1.011672167054625, -1.0030258862674706, -0.9943032567526509, -0.9855117019617307, -0.9766584816755431, -0.9677506783459471, -0.9587951854749361, -0.9497182136172726, -0.9406883568088661, -0.931552096915075, -0.922319006090644, -0.9131501334282377, -0.9038983035330822, -0.8945725134121953, -0.8853259646953308, -0.8759469794106268, -0.8665870835360749, -0.8571821711531198, -0.8478074217790704, -0.8383345718242843, -0.8289043955404664, -0.8194566598335502, -0.8099981877434445, -0.8005355324665167, -0.7910749746954253, -0.7816225213905869, -0.7721839058564555, -0.7627645889981559, -0.7533144203829094, -0.743895965261149, -0.7344608021645942, -0.725068588586349, -0.7156725935567699, -0.70632961813031, -0.6969459997346695, -0.6876739962853519, -0.6782811667179316, -0.6691005545449704, -0.6596817673067056, -0.6504816774203507, -0.6414929255786285, -0.6322951228932876, -0.6233137415375395, -0.6141474390059675, -0.6052014083466509, -0.5960928611963908, -0.5872072622593056, -0.578536567904274, -0.569724846894199, -0.5607903034130194, -0.5520811701562237, -0.5432666230912666, -0.5346771025421135, -0.5259980201879635, -0.5175427398740091, -0.5090122729236037, -0.5007036346986664, -0.49233279477927816, -0.48391310416297606, -0.47571804883977625, -0.467484802553423, -0.4594721185596484, -0.4514307387856243, -0.4433715811089546, -0.4355323429878503, -0.42746175610588794, -0.41983260713103254, -0.4119906846743956, -0.40436861156476017, -0.3967597549114519, -0.3891719115243666, -0.3816123969530399, -0.3742689519660598, -0.3669565680045697, -0.3596814957696241, -0.35244955738920253, -0.3452661579293941, -0.33829242715035907, -0.33121606015361765, -0.3243492080261057, -0.3175399333340877, -0.3107920822194491, -0.30397487986566596, -0.29736413768265985, -0.2908243187156956, -0.2843580264625569, -0.27796758924189346, -0.2715400074370133, -0.26531075866142106, -0.25905468211441, -0.25299258543210934, -0.2469127026105235, -0.24092376716319538, -0.23502628030505224, -0.22922058044620428, -0.22341762192809164, -0.2177123456661424, -0.21210439912725515, -0.20651240834593815, -0.20102192215573905, -0.19563202735654892, -0.1903417378110933, -0.185008195188197, -0.17984989107165975, -0.17472583450656382, -0.16964113838744263, -0.1646624555927843, -0.1597279580215433, -0.15489960176429177, -0.15011929870086577, -0.14544461873174197, -0.14076878373775722, -0.1362010380510042, -0.1316900306904843, -0.1272852216574021, -0.12289302647342759, -0.11860789865892762, -0.11434222857554277, -0.1101836955857244, -0.1060503414525134, -0.1020235031983423, -0.09806324933523657, -0.09413491731005241, -0.09027698632496295, -0.08648974076819514, -0.08277332333257008, -0.07909715601825917, -0.07552340915185995, -0.07196330032520191, -0.06847747089844579, -0.06506529006190984, -0.061700648558971095, -0.05841004289817947, -0.055168977294727035, -0.05197908842542876, -0.04886362236375307, -0.045779297710210214, -0.042770022865779425, -0.03981487139705557, -0.03691457558316931, -0.034069706615226396, -0.0312806860118436, -0.02853115394535135, -0.02585519245370047, -0.023220152543028536, -0.020642537634536905, -0.018107914378486457, -0.015631271536243087, -0.013199045198498334, -0.010824834469160764, -0.008483834809519534, -0.006213001162083068, -0.0039544673705621276, -0.001776786156571586, 0.0003134891922923539, 0.0024193284854848074, 0.0045331120979407264, 0.006467541453682494, 0.008411654493738718, 0.01035890702614458, 0.012223887153842837, 0.014087177787516843, 0.015870678836972782, 0.017578858547259203, 0.01928258845547301, 0.020913444464663776, 0.022536572383769854, 0.024147849287611763, 0.025687768958522185, 0.027160390604547037, 0.028620495634936814, 0.030064872281520407, 0.03144414730536731, 0.03280643145515032, 0.03414916290202007, 0.035429719224177314, 0.03665170734042065, 0.03789192402758405, 0.039038324084395275, 0.040199267932963065, 0.04130480700924812, 0.04238840810143617, 0.04344874924739016, 0.044457370931715395, 0.04544332131710107, 0.04640562057155451, 0.047343433747934455, 0.048233829659766234, 0.049100768928867417, 0.049943669693317455, 0.050762063500975986, 0.05153762243475457, 0.05230698389773151, 0.05303491539796498, 0.053739179190764645, 0.054419652230522725, 0.05507628506041982, 0.05570909564883019, 0.056318163463080856, 0.05690362379980938, 0.05746566238581233, 0.058004510258567045, 0.058520438931513166, 0.059013755845653465, 0.059484800106035934, 0.05993393849916251, 0.06036880969471676, 0.060774848345925975, 0.06116653757881803, 0.06153714163160923, 0.06188718046648601, 0.06221717951624294, 0.06252766756244042, 0.06282348046954371, 0.06310016139857286, 0.06336192635367967, 0.063605100148181, 0.06383030191021222, 0.06404088657912078, 0.06423417438968743, 0.06441079162622078, 0.06457533479398583, 0.06472174827025294, 0.0648559831693309, 0.06497337734503174, 0.06507862737584251, 0.0651692884056965, 0.06524680300881307, 0.06531130045697973, 0.06536244939681797, 0.06540121998017541, 0.06542780328939243, 0.06544241390307076, 0.06544528696667419, 0.06543667543785288, 0.0654170930686067, 0.06538642788997717, 0.06534511252699043, 0.0652934474433974, 0.0652317397570142, 0.06515962686831052, 0.06507870470332475, 0.06498788214900475, 0.06488729899979095, 0.06477896627025476, 0.0646614314825604, 0.06453488029015796, 0.06440057935221705, 0.0642577657337512, 0.06410780061294329, 0.06394984887312491, 0.0637841484498403, 0.0636121701640041, 0.06343174363637805, 0.0632455942300373, 0.06305275409883745, 0.06285348246116645, 0.06264672528021825, 0.06243536323132189, 0.062217020110272296, 0.06199327683747369, 0.0617643966047738, 0.061529286187103016, 0.06128954962417623, 0.061044086137328514, 0.06079450337297911, 0.060539695290018666, 0.06027991249538292, 0.06001540561875689, 0.05974373987617632, 0.05947588875375338, 0.05919602721356074, 0.058917740750735345, 0.0586280433390088, 0.05834036364781275, 0.05805481693796771, 0.05775867621153788, 0.05746506391091404, 0.05716146213080999, 0.05684829695507665, 0.056550675709913914, 0.05623163377687335, 0.05591614154220793, 0.055604220168986335, 0.05528409164402551, 0.054967824093521245, 0.054643910366015194, 0.054312772604842664, 0.05398602415548243, 0.05366362594321928, 0.053323752608830335, 0.052999468433377904, 0.05265851082632343, 0.05232258145622946, 0.051981333814293366, 0.051645253252073406, 0.051304292131031125, 0.050958814973681814, 0.05061881479358314, 0.05026521232985219, 0.0499267861210157, 0.049575431470465364, 0.04922996526591019, 0.048881380009830604, 0.048529982526940456, 0.04817607067476383, 0.047819932972530205, 0.0474701021711434, 0.04711829533517848, 0.04676477429011057, 0.04640979134269331, 0.04605358917331986, 0.045696400780135, 0.045338449470522034, 0.0449871968981281, 0.04462821246266007, 0.044276054135628844, 0.04391682194498192, 0.043557804184287556, 0.0432057452697298, 0.042847519610744, 0.04248998590533314, 0.042133285723183596, 0.04177755254689929, 0.04141696255058489, 0.04106365205104256, 0.040705949766846564, 0.04034990232135271, 0.039995600103983356, 0.03964312704159485, 0.03928730473742184, 0.03893367812019408, 0.038577268161812686, 0.03822337809164255, 0.03787205013544112, 0.03751859585918259, 0.03716797392302807, 0.0368156800653378, 0.03646645194088892, 0.03611596370646337, 0.03576874023624109, 0.035420628258175976, 0.03507189001332984, 0.03472674378395889, 0.03438128237424787, 0.03403573419536015, 0.03369031562991588, 0.033348861759904175, 0.03300422360710945, 0.032663766668163126, 0.03232403621347961, 0.031981880892354896, 0.031644163945670725, 0.03130763824747381, 0.030969343255070312, 0.03063566996897953, 0.030300611166487766, 0.029967369596058235, 0.02963604333560618, 0.029303964505290454, 0.02897410188979687, 0.028646527704060967, 0.028318736423610966, 0.027993478181397653, 0.027668349755105445, 0.027343567237367594, 0.027021673076295185, 0.026700409518905736, 0.02637995970855997, 0.026062672603090413, 0.025744303141463806, 0.025429306617111767, 0.025113624213877465, 0.024801488909029754, 0.024489021129120818, 0.02417835875126443, 0.02386960580543354, 0.023562858223227297, 0.023256454608618537, 0.02295231024094912, 0.022648830538751323, 0.022347826289952147, 0.02204776762588815, 0.021748820270395954, 0.02145113906697127, 0.02115927995676412, 0.020868747984087898, 0.020571280942791866, 0.020281268481991847, 0.01998510587706418, 0.019696453415669005, 0.019414997745389656, 0.01912812359487512, 0.018848475876224787, 0.018564051469843655, 0.018286851606316525, 0.018005460721915462, 0.01773126438558129, 0.01746396253961944, 0.017182695046841095, 0.016918821593098984, 0.016641979186492968, 0.016381920925947827, 0.0161098203394179, 0.01584488246869607, 0.015586802713038481, 0.015326735796201453, 0.015065071556387723, 0.014810288947700142, 0.014554197619725696, 0.014297141068007717, 0.014046923932310005, 0.013795970555546619, 0.013551669368038803, 0.013299935926212368, 0.013061744931928609, 0.012816661910719632, 0.012571833174547895, 0.012333671259968036, 0.012095873082448312, 0.011864503126792972, 0.011627898851709832, 0.011397797102692028, 0.011168531957025704, 0.010940275942649114, 0.010713189902745229, 0.010487423388409287, 0.010267923765050067, 0.010045065898556861, 0.009828458653948867, 0.009608995506967203, 0.009395740839855582, 0.009184251877997169, 0.008970569418713475, 0.008762993502395882, 0.00855743150554265, 0.008350239105150033, 0.008145405241375987, 0.007946476825339086, 0.007746392127845212, 0.00754879140550895, 0.007353704512257422, 0.007158047035878422, 0.006968148859426954, 0.006777894235790878, 0.006590396675707467, 0.006402900183825457, 0.006220997253457756, 0.00603924683035765, 0.005857874058437207, 0.005679528719602593, 0.005504183812559422, 0.005329517369729757, 0.005157932113732328, 0.00498723534908322, 0.004819675045902778, 0.0046531817107977195, 0.004487897255457047, 0.004325851253887643, 0.004165145946477601, 0.004005896572148167, 0.0038499330294844668, 0.003695517455167791, 0.0035427419410053425, 0.0033916902260640058, 0.003242438083851816, 0.003095053709333622, 0.0029510147329344177, 0.0028074955257443622, 0.002666008353387549, 0.0025265948638516114, 0.002389290981832287, 0.0022541272539114434, 0.0021211291824616827, 0.0019891995004667675, 0.0018595482775537124, 0.0017321842117491346, 0.0016061049046555299, 0.0014823884620022165, 0.0013600910709010996, 0.001240208891874506, 0.0011218540457164597, 0.0010059461601987128, 0.0008916506777544998, 0.0007790315187338403, 0.000668145619280164, 0.0005590432915558014, 0.0004524706323460577, 0.00034703584617453467, 0.00024350015967508743, 0.00014251798847755569, 4.2834041670963206e-05, -5.546340721506585e-05, -0.00015117708627625126, -0.0002454385647172811, -0.0003376632843396199, -0.000428347653002247, -0.000516959067134408, -0.0006039636873825757, -0.000689317257188186, -0.0007729814538580536, -0.0008557340993060087, -0.0009351160989421561, -0.0010112988269376673, -0.0010880225018400883, -0.0011649941588164207, -0.001235384095307078, -0.0013092033938494072, -0.001376774786163424, -0.0014444068566033333, -0.0015118690137811172, -0.001576321991603552, -0.0016404312083952647, -0.0017016136495581864, -0.0017600245639991495, -0.0018179873972181799, -0.0018753350595731098, -0.0019299408071208515, -0.001983830373117941, -0.0020350826481760334, -0.002085536988701144, -0.0021334624110948804, -0.0021805251294008806, -0.0022251696338945423, -0.0022689015547719695, -0.0023116264257161743, -0.002353258709634372, -0.0023925653712734986, -0.0024296774123713253, -0.0024667762497430617, -0.002501678605786945, -0.002534510054011169, -0.0025670950599078046, -0.002597624353633695, -0.0026269639345377176, -0.0026550770479917057, -0.002681284748887729, -0.0027069042078955805, -0.0027306613696247654, -0.002752667791526788, -0.0027739797613017692, -0.002794027439543271, -0.0028124041804074595, -0.002829940320702236, -0.002845869720799014, -0.002860589987354765, -0.002874102800413186, -0.0028864127256875496, -0.0028975269857965513, -0.002907455239313565, -0.0029162093683013975, -0.0029239342463656818, -0.0029303604208279627, -0.0029356606338547604, -0.002939853683911405, -0.002943004188793145, -0.0029450509960006893, -0.0029460120717388545, -0.002945945262220713, -0.0029448261363274166, -0.0029427181044057917, -0.002939583763654479, -0.0029354791963968323, -0.0029304348151382937, -0.002924387482279833, -0.0029174385964388047, -0.002909505104185877, -0.002900714651323082, -0.00289110080953426, -0.0028805535886703816, -0.0028692325060141253, -0.0028570128025987495, -0.0028439068274594744, -0.002830100823418314, -0.0028154518831421567, -0.002800159997648279, -0.0027840716075812314, -0.0027672063266299973, -0.0027495852734256733, -0.0027314299541818052, -0.002712368975788192, -0.0026928273874590315, -0.002672630481648228, -0.0026518033672484932, -0.002630371773806938, -0.002608149630723593, -0.002585587057578312, -0.00256249996513033, -0.002538700717511408, -0.002514430523801981, -0.002489717156178378, -0.002464588224961993, -0.002438856924832666, -0.0024127658477874248, -0.0023863422990906494, -0.0023594015303187955, -0.002331973567574367, -0.002304297836874673, -0.002276400446428498, -0.0022478954026031615, -0.0022192261361041916, -0.0021902154528251087, -0.002160893475600739, -0.0021312901474382466, -0.0021014351416913414, -0.002071550624054976, -0.0020412772981508133, -0.0020108388328259437, -0.001980263084416672, -0.0019493949253777472, -0.00191844890466095, -0.0018874510755793256, -0.0018562529090895314, -0.001825058616141242, -0.0017937241048450899, -0.0017622813719819278, -0.0017307617132652161, -0.0016996717980448234, -0.0016682353297574751, -0.001635889876598326, -0.0016057066084145418, -0.0015731943893134072, -0.0015428221189984265, -0.001510285314517362, -0.0014798614442458388, -0.0014487694932563914, -0.0014170878388381314, -0.0013874401303266358, -0.0013559880487697318, -0.001325322197254436, -0.0012954225441160253, -0.0012651184405310355, -0.001235599792574176, -0.0012057541384188856, -0.001175648110650831, -0.001146377109902521, -0.0011169143196169122, -0.0010882933687897682, -0.0010604879710716124, -0.0010316379747791812, -0.001003660572957606, -0.0009765265796478719, -0.0009485371537472581, -0.0009222470988214048, -0.0008951996702498771, -0.0008690322219953357, -0.0008429805881032161, -0.0008170868152071791, -0.0007920732958195557, -0.0007672469806019104, -0.0007426441054079493, -0.0007189117891215899, -0.0006954239597643478, -0.0006722113145157379, -0.000649302413066185, -0.0006267236808440314, -0.000605006310442788, -0.0005831386411245398, -0.0005621358503730277, -0.0005415105430059792, -0.0005212802843575656, -0.0005014607569525873, -0.0004820658107372805, -0.00046310751865786105, -0.0004449584713343417, -0.0004268869418057513, -0.00040927873089917013, -0.0003921394411951821, -0.00037547323006020936, -0.0003592828829592709, -0.0003435698876606101, -0.0003283345088581396, -0.00031357586277905227, -0.00029905600074615365, -0.0002852556110339691, -0.0002717097702244859, -0.0002584465431297762, -0.00024587321092595945, -0.00023358833569549263, -0.00022178429481935926, -0.00021045113905451712, -0.00019942536642355855, -0.00018886639137361572, -0.00017876193226795857, -0.0001689710370596918, -0.0001595035442070935, -0.0001504807592019152, -0.00014188768866735016, -0.00013360914358832857, -0.0001256489316434552, -0.00011809721932199701, -0.00011085520695344275, -0.00010392285080149257, -9.729876775200431e-05, -9.104740219461664e-05, -8.508878481013357e-05, -7.941890918080659e-05, -7.408694787556228e-05, -6.897507088941776e-05, -6.418161466801984e-05, -5.9602797285893586e-05, -5.528123648488388e-05, -5.1245767344297995e-05, -4.7411206232855944e-05, -4.380876475158427e-05, -4.0429466545656914e-05, -3.723757731727021e-05, -3.4279274551751866e-05, -3.149398110294641e-05, -2.88781493561921e-05, -2.6465010151640767e-05, -2.4188514470318512e-05, -2.209533739127744e-05, -2.0128955841690162e-05, -1.8313871524717468e-05, -1.6628959019496836e-05, -1.5079070844405464e-05, -1.3645648214391162e-05, -1.232291448070661e-05, -1.110502934932574e-05, -9.98614105777204e-06, -8.960432965590112e-06, -8.022164654719374e-06, -7.1657076982159735e-06, -6.38105655532763e-06, -5.672422591281083e-06, -5.026036863122047e-06, -4.438186031045614e-06, -3.907958567128124e-06, -3.4306681689457743e-06, -2.999688954255799e-06, -2.611642414426828e-06, -2.2649428127161007e-06, -1.954298212025405e-06, -1.6715302441898802e-06], 'MSE': 17210.438773217193, 'R_2': 0.875165756724825, 'U_norm': [-207.31984493709356, -62.89590644084453, -0.12990887836816303, 0.11650925309393825, 0.0838937718658427, 0.06324062452452527, 39.49618137251487, 123.40335001565315, 111.40112538019184, 13.13960920339158, -0.025105159219820795, -0.021992145447202186, -0.01552477471399297, -0.0071553084609270725, 0.0014552019399205216, 0.005756632047441726, 0.015975363082925426, -5.43945754595388, -10.088041884885396, -1.4373529409976797, 0.017598432291463854, 0.02779208444091084, 0.02917361814158017, 0.0293956025827579, 0.02856713484187359, 0.027754845767652362, 0.027076550800396816, 0.026308045696496328, 0.025375600393375743, 0.02426638686030621, 0.02298905612310993, 0.1657961418342866, 0.04776295715285492, 0.018499989801976553, 0.016925326529114233, 0.015400421730545413, 0.013932277203459659, 0.012529396574324853, 0.011338264769784605, 0.010276572845640299, 0.00926508970923574, 0.008281947746012026, 0.007438303678254559, 0.00669826337651101, 0.00601394555536325, 0.005366820512896003, 0.004712342891377314, 0.0041402939578514064, 0.003617940946273737, 0.00310917329272025, 0.0026290577241663508, 0.002177903568529164, 0.001756698416658059, 0.0013667276991120043, 0.0010092604022962019, 0.000685311036758346, 0.00039547833551114615, 0.00013985470697388223, -8.200421857608178e-05, -0.00027106236032072153, -0.000428751319382533, -0.0005568961035686075, -0.0006576290373573981, -0.0007333005343930106, -0.0007863933049228601, -0.0008194444916908767, -0.0008349784737520394, -0.0008354515891653715, -0.0008232088842447954, -0.000800452188325526, -0.0007692182938955984, -0.0007313657584946027, -0.0006885687679158639, -0.0006423165629637674, -0.0005939170836898706, -0.0005445036833526855, -0.0004950439781277152, -0.0004463501055093735, -0.0003990898475383715, -0.0003537982270749293, -0.00031088930410865163, -0.0002706679851690622, -0.0002333417159419663, -0.00019903196165315314, -0.00016778539629400265, -0.00013958472827292517, -0.00011435908909150348, -9.199390950927404e-05, -7.234020677605644e-05, -5.522320765380367e-05, -4.0450238545850235e-05, -2.7817824057256807e-05, -1.711795000059275e-05, -8.143464239043417e-06, -6.926079137760132e-07, 5.427310621599576e-06, 1.0397067885966497e-05, 1.4383455373683778e-05, 1.7537924578362322e-05, 1.999587261479748e-05, 2.1876486306724774e-05, 2.328305741132385e-05, 2.430368103253213e-05, 2.5012250819185517e-05, 2.5469668974405798e-05, 2.572519591907121e-05, 2.581787236078678e-05, 2.5777956063551472e-05, 2.5628324930985224e-05, 2.538580819613381e-05, 2.5062416839104573e-05, 2.466645309587086e-05, 2.4203486890957495e-05, 2.367719415110538e-05, 2.3090057517821534e-05, 2.244393483174294e-05, 2.174050411749196e-05, 2.0981596591054524e-05, 2.0169430515158892e-05, 1.930675983145096e-05, 1.8396951400412294e-05, 1.7444004207640527e-05, 1.6452523175575868e-05, 1.5427658784899902e-05, 1.43750226925441e-05, 1.3300587908257096e-05, 1.2210580867401762e-05, 1.1111371140779746e-05, 1.0009363455230109e-05, 8.910895145370564e-06, 7.822141726007458e-06, 6.7490317386505525e-06, 5.6971720074863875e-06, 4.67178326042339e-06, 3.677646555394643e-06, 2.71905961549997e-06, 1.7998030672452846e-06, 9.231157658723433e-07, 9.167873642237955e-08, -6.923926109404994e-07, -1.4275485712588776e-06, -2.1127975760058475e-06, -2.747691214350054e-06, -3.33230190507963e-06, -3.867193387298381e-06, -4.353384063198078e-06, -4.792303920989035e-06, -5.185745335604521e-06, -5.535809118253163e-06, -5.84484684746824e-06]}, 'iteration_50': {'time': [0.0, 1e-09, 2.0199999999999996e-09, 3.0599999999999998e-09, 4.122e-09, 5.204e-09, 6.307999999999999e-09, 7.433999999999999e-09, 8.583e-09, 9.754999999999999e-09, 1.095e-08, 1.217e-08, 1.341e-08, 1.468e-08, 1.597e-08, 1.729e-08, 1.864e-08, 2.0010000000000002e-08, 2.141e-08, 2.284e-08, 2.43e-08, 2.578e-08, 2.73e-08, 2.884e-08, 3.0420000000000004e-08, 3.203e-08, 3.367e-08, 3.534e-08, 3.705e-08, 3.879e-08, 4.057e-08, 4.238e-08, 4.423e-08, 4.611e-08, 4.803e-08, 4.999e-08, 5.199e-08, 5.403e-08, 5.6110000000000004e-08, 5.8240000000000004e-08, 6.04e-08, 6.261e-08, 6.486e-08, 6.716e-08, 6.950000000000001e-08, 7.189e-08, 7.433e-08, 7.682e-08, 7.935e-08, 8.194e-08, 8.458000000000001e-08, 8.727e-08, 9.002000000000001e-08, 9.282000000000001e-08, 9.567000000000002e-08, 9.859e-08, 1.0160000000000001e-07, 1.0460000000000001e-07, 1.077e-07, 1.1080000000000001e-07, 1.1410000000000001e-07, 1.1730000000000001e-07, 1.2070000000000002e-07, 1.241e-07, 1.276e-07, 1.311e-07, 1.347e-07, 1.3840000000000002e-07, 1.4220000000000002e-07, 1.4610000000000002e-07, 1.5000000000000002e-07, 1.54e-07, 1.5810000000000002e-07, 1.622e-07, 1.6650000000000002e-07, 1.7080000000000002e-07, 1.752e-07, 1.7970000000000003e-07, 1.843e-07, 1.89e-07, 1.9380000000000003e-07, 1.9860000000000002e-07, 2.0360000000000002e-07, 2.087e-07, 2.1390000000000003e-07, 2.1910000000000002e-07, 2.2450000000000003e-07, 2.3000000000000002e-07, 2.3560000000000002e-07, 2.413e-07, 2.4720000000000004e-07, 2.531e-07, 2.5920000000000004e-07, 2.653e-07, 2.7170000000000003e-07, 2.7810000000000004e-07, 2.8460000000000005e-07, 2.913e-07, 2.982e-07, 3.0510000000000005e-07, 3.122e-07, 3.195e-07, 3.2690000000000005e-07, 3.3440000000000003e-07, 3.421e-07, 3.4990000000000003e-07, 3.5790000000000005e-07, 3.6610000000000003e-07, 3.744e-07, 3.829e-07, 3.9160000000000004e-07, 4.004e-07, 4.0940000000000005e-07, 4.1860000000000006e-07, 4.28e-07, 4.3750000000000005e-07, 4.4730000000000004e-07, 4.5720000000000004e-07, 4.674e-07, 4.777e-07, 4.883e-07, 4.99e-07, 5.100000000000001e-07, 5.212000000000001e-07, 5.326000000000001e-07, 5.443e-07, 5.562000000000001e-07, 5.683e-07, 5.807e-07, 5.933e-07, 6.061e-07, 6.193e-07, 6.326000000000001e-07, 6.463000000000001e-07, 6.602e-07, 6.744000000000001e-07, 6.889000000000001e-07, 7.037e-07, 7.188000000000001e-07, 7.341000000000001e-07, 7.498000000000001e-07, 7.658e-07, 7.821000000000001e-07, 7.988000000000001e-07, 8.158000000000001e-07, 8.331000000000001e-07, 8.507000000000001e-07, 8.687e-07, 8.871e-07, 9.059000000000001e-07, 9.25e-07, 9.445000000000002e-07, 9.644e-07, 9.847e-07, 1.005e-06, 1.026e-06, 1.048e-06, 1.07e-06, 1.092e-06, 1.115e-06, 1.138e-06, 1.162e-06, 1.187e-06, 1.211e-06, 1.236e-06, 1.262e-06, 1.288e-06, 1.315e-06, 1.343e-06, 1.37e-06, 1.399e-06, 1.428e-06, 1.457e-06, 1.487e-06, 1.518e-06, 1.55e-06, 1.582e-06, 1.614e-06, 1.647e-06, 1.681e-06, 1.716e-06, 1.751e-06, 1.787e-06, 1.824e-06, 1.862e-06, 1.9e-06, 1.939e-06, 1.979e-06, 2.019e-06, 2.061e-06, 2.103e-06, 2.146e-06, 2.19e-06, 2.235e-06, 2.28e-06, 2.327e-06, 2.374e-06, 2.423e-06, 2.472e-06, 2.523e-06, 2.574e-06, 2.627e-06, 2.68e-06, 2.735e-06, 2.791e-06, 2.847e-06, 2.905e-06, 2.964e-06, 3.025e-06, 3.086e-06, 3.149e-06, 3.213e-06, 3.278e-06, 3.345e-06, 3.413e-06, 3.482e-06, 3.553e-06, 3.625e-06, 3.698e-06, 3.773e-06, 3.849e-06, 3.927e-06, 4.007e-06, 4.088e-06, 4.171e-06, 4.255e-06, 4.341e-06, 4.429e-06, 4.519e-06, 4.61e-06, 4.703e-06, 4.799e-06, 4.895e-06, 4.994e-06, 5.095e-06, 5.198e-06, 5.303e-06, 5.41e-06, 5.519e-06, 5.631e-06, 5.744e-06, 5.86e-06, 5.979e-06, 6.099e-06, 6.222e-06, 6.348e-06, 6.475e-06, 6.606e-06, 6.739e-06, 6.875e-06, 7.013e-06, 7.155e-06, 7.299e-06, 7.446e-06, 7.596e-06, 7.749e-06, 7.905e-06, 8.064e-06, 8.226e-06, 8.391e-06, 8.56e-06, 8.732e-06, 8.908e-06, 9.087e-06, 9.27e-06, 9.456000000000002e-06, 9.647000000000001e-06, 9.840000000000002e-06, 1.004e-05, 1.024e-05, 1.045e-05, 1.066e-05, 1.087e-05, 1.109e-05, 1.131e-05, 1.154e-05, 1.177e-05, 1.201e-05, 1.225e-05, 1.249e-05, 1.274e-05, 1.3e-05, 1.326e-05, 1.353e-05, 1.38e-05, 1.408e-05, 1.436e-05, 1.465e-05, 1.494e-05, 1.524e-05, 1.555e-05, 1.586e-05, 1.618e-05, 1.65e-05, 1.683e-05, 1.717e-05, 1.751e-05, 1.787e-05, 1.822e-05, 1.859e-05, 1.896e-05, 1.934e-05, 1.973e-05, 2.013e-05, 2.053e-05, 2.094e-05, 2.136e-05, 2.179e-05, 2.223e-05, 2.267e-05, 2.313e-05, 2.359e-05, 2.406e-05, 2.454e-05, 2.504e-05, 2.554e-05, 2.605e-05, 2.657e-05, 2.71e-05, 2.765e-05, 2.82e-05, 2.877e-05, 2.934e-05, 2.993e-05, 3.053e-05, 3.114e-05, 3.176e-05, 3.24e-05, 3.305e-05, 3.371e-05, 3.439e-05, 3.508e-05, 3.578e-05, 3.649e-05, 3.723e-05, 3.797e-05, 3.873e-05, 3.951e-05, 4.03e-05, 4.111e-05, 4.193e-05, 4.277e-05, 4.362e-05, 4.45e-05, 4.539e-05, 4.63e-05, 4.722e-05, 4.817e-05, 4.913e-05, 5.012e-05, 5.112e-05, 5.215e-05, 5.319e-05, 5.425e-05, 5.534e-05, 5.645e-05, 5.758e-05, 5.873e-05, 5.991e-05, 6.11e-05, 6.233e-05, 6.358e-05, 6.485e-05, 6.615e-05, 6.747e-05, 6.882e-05, 7.02e-05, 7.16e-05, 7.304e-05, 7.45e-05, 7.599e-05, 7.751e-05, 7.906e-05, 8.064e-05, 8.226e-05, 8.39e-05, 8.558e-05, 8.729e-05, 8.904e-05, 9.082e-05, 9.264000000000002e-05, 9.449e-05, 9.639e-05, 9.831e-05, 0.0001003, 0.0001023, 0.0001043, 0.0001064, 0.0001086, 0.0001107, 0.0001129, 0.0001152, 0.0001175, 0.0001199, 0.0001223, 0.0001247, 0.0001272, 0.0001297, 0.0001323, 0.000135, 0.0001377, 0.0001404, 0.0001432, 0.0001461, 0.000149, 0.000152, 0.0001551, 0.0001582, 0.0001613, 0.0001646, 0.0001678, 0.0001712, 0.0001746, 0.0001781, 0.0001817, 0.0001853, 0.000189, 0.0001928, 0.0001967, 0.0002006, 0.0002046, 0.0002087, 0.0002129, 0.0002171, 0.0002215, 0.0002259, 0.0002304, 0.000235, 0.0002397, 0.0002445, 0.0002494, 0.0002544, 0.0002595, 0.0002647, 0.00027, 0.0002754, 0.0002809, 0.0002865, 0.0002923, 0.0002981, 0.0003041, 0.0003102, 0.0003164, 0.0003227, 0.0003291, 0.0003357, 0.0003424, 0.0003493, 0.0003563, 0.0003634, 0.0003707, 0.0003781, 0.0003856, 0.0003934, 0.0004012, 0.0004093, 0.0004174, 0.0004258, 0.0004343, 0.000443, 0.0004519, 0.0004609, 0.0004701, 0.0004795, 0.0004891, 0.0004989, 0.0005089, 0.000519, 0.0005294, 0.00054, 0.0005508, 0.0005618, 0.0005731, 0.0005845, 0.0005962, 0.0006082, 0.0006203, 0.0006327, 0.0006454, 0.0006583, 0.0006715, 0.0006849, 0.0006986, 0.0007126, 0.0007268, 0.0007414, 0.0007562, 0.0007713, 0.0007867, 0.0008025, 0.0008185, 0.0008349, 0.0008516, 0.0008686, 0.000886, 0.0009037000000000001, 0.0009218, 0.0009402, 0.000959, 0.0009782000000000002, 0.0009978, 0.001018, 0.001038, 0.001059, 0.00108, 0.001102, 0.001124, 0.001146, 0.001169, 0.001192, 0.001216, 0.001241, 0.001265, 0.001291, 0.001317, 0.001343, 0.00137, 0.001397, 0.001425, 0.001454, 0.001483, 0.001512, 0.001543, 0.001573, 0.001605, 0.001637, 0.00167, 0.001703, 0.001737, 0.001772, 0.001807, 0.001844, 0.00188, 0.001918, 0.001956, 0.001995, 0.002035, 0.002076, 0.002118, 0.00216, 0.002203, 0.002247, 0.002292, 0.002338, 0.002385, 0.002433, 0.002481, 0.002531, 0.002581, 0.002633, 0.002686, 0.002739, 0.002794, 0.00285, 0.002907, 0.002965, 0.003025, 0.003085, 0.003147, 0.00321, 0.003274, 0.003339, 0.003406, 0.003474, 0.003544, 0.003615, 0.003687, 0.003761, 0.003836, 0.003913, 0.003991, 0.004071, 0.004152, 0.004235, 0.00432, 0.004406, 0.004494, 0.004584, 0.004676, 0.004769, 0.004865, 0.004962, 0.005061, 0.005163, 0.005266, 0.005371, 0.005479, 0.005588, 0.0057, 0.005814, 0.00593, 0.006049, 0.00617, 0.006293, 0.006419, 0.006547, 0.006678, 0.006812, 0.006948, 0.007087, 0.007229, 0.007373, 0.007521, 0.007671, 0.007825, 0.007981, 0.008141, 0.008304, 0.00847, 0.008639, 0.008812, 0.008988, 0.009168, 0.009351000000000002, 0.009538000000000001, 0.009729000000000002, 0.009924000000000002, 0.01012, 0.01032, 0.01053, 0.01074, 0.01096, 0.01118, 0.0114, 0.01163, 0.01186, 0.0121, 0.01234, 0.01259, 0.01284, 0.01309, 0.01336, 0.01362, 0.0139, 0.01417, 0.01446, 0.01475, 0.01504, 0.01534, 0.01565, 0.01596, 0.01628, 0.01661, 0.01694, 0.01728, 0.01762, 0.01798, 0.01833, 0.0187, 0.01908, 0.01946, 0.01985, 0.02024, 0.02065, 0.02106, 0.02148, 0.02191, 0.02235, 0.0228, 0.02325, 0.02372, 0.02419, 0.02468, 0.02517, 0.02567, 0.02619, 0.02671, 0.02724, 0.02779, 0.02835, 0.02891, 0.02949, 0.03008, 0.03068, 0.0313, 0.03192, 0.03256, 0.03321, 0.03388, 0.03455, 0.03524, 0.03595, 0.03667, 0.0374, 0.03815, 0.03891, 0.03969, 0.04048, 0.04129, 0.04212, 0.04296, 0.04382, 0.0447, 0.04559, 0.0465, 0.04743, 0.04838, 0.04935, 0.05034, 0.05134, 0.05237, 0.05342, 0.05449, 0.05558, 0.05669, 0.05782, 0.05898, 0.06016, 0.06136, 0.06259, 0.06384, 0.06512, 0.06642, 0.06775, 0.0691, 0.07048, 0.07189, 0.07333, 0.0748, 0.07629, 0.07782, 0.07938, 0.08096, 0.08258, 0.08424, 0.08592, 0.08764, 0.08939, 0.09118, 0.09300000000000001, 0.09486000000000001, 0.09676, 0.0987, 0.1007, 0.1027, 0.1047, 0.1068, 0.109, 0.1111, 0.1134, 0.1156, 0.1179, 0.1203, 0.1227, 0.1252, 0.1277, 0.1302, 0.1328, 0.1355, 0.1382, 0.141, 0.1438, 0.1467, 0.1496, 0.1526, 0.1556, 0.1587, 0.1619, 0.1652, 0.1685, 0.1718, 0.1753, 0.1788, 0.1823, 0.186, 0.1897, 0.1935, 0.1974, 0.2013, 0.2054, 0.2095, 0.2136, 0.2179, 0.2223, 0.2267, 0.2313, 0.2359, 0.2406, 0.2454, 0.2503, 0.2553, 0.2604, 0.2656, 0.271, 0.2764, 0.2819, 0.2875, 0.2933, 0.2992, 0.3051, 0.3112, 0.3175, 0.3238, 0.3303, 0.3369, 0.3436, 0.3505, 0.3575, 0.3647, 0.372, 0.3794, 0.387, 0.3947, 0.4026, 0.4107, 0.4189, 0.4273, 0.4358, 0.4445, 0.4534, 0.4625, 0.4717, 0.4812, 0.4908, 0.5006, 0.5106, 0.5208, 0.5313, 0.5419, 0.5527, 0.5638, 0.5751, 0.5866, 0.5983, 0.6103, 0.6225, 0.6349, 0.6476, 0.6606, 0.6738, 0.6872, 0.701, 0.715, 0.7293, 0.7439, 0.7588, 0.774, 0.7894, 0.8052, 0.8213, 0.8377, 0.8545, 0.8716, 0.889, 0.9068000000000002, 0.9249, 0.9434, 0.9623000000000002, 0.9816000000000001, 1.001, 1.021, 1.042, 1.062, 1.084, 1.105, 1.128, 1.15, 1.173, 1.197, 1.22, 1.245, 1.27, 1.295, 1.321, 1.347, 1.374, 1.402, 1.43, 1.459, 1.488, 1.517, 1.548, 1.579, 1.61, 1.643, 1.675, 1.709, 1.743, 1.778, 1.814, 1.85, 1.887, 1.925, 1.963, 2.002, 2.042, 2.083, 2.125, 2.167, 2.211, 2.255, 2.3, 2.346, 2.393, 2.441, 2.49, 2.539, 2.59, 2.642, 2.695, 2.749, 2.804, 2.86, 2.917, 2.975, 3.035, 3.095, 3.157, 3.221, 3.285, 3.351, 3.418, 3.486, 3.556, 3.627, 3.699, 3.773, 3.849, 3.926, 4.004, 4.084, 4.166, 4.249, 4.334, 4.421, 4.51, 4.6, 4.692, 4.786, 4.881, 4.979, 5.078, 5.18, 5.284, 5.389, 5.497, 5.607, 5.719, 5.834, 5.95, 6.069, 6.191, 6.314, 6.441, 6.569, 6.701, 6.835, 6.972, 7.111, 7.253, 7.398, 7.546, 7.697, 7.851, 8.008, 8.168, 8.332, 8.498, 8.668, 8.842, 9.019, 9.199000000000002, 9.383, 9.571000000000002, 9.762, 9.957, 10.16], 'U': [-25427.83912304137, -7878.863702653721, -8.01924782701588, 9.032519953140023, 5.9968709257836, 4.5840936664969485, 5365.729322786517, 15261.675486129796, 13494.52588434067, 1279.821263263683, -2.1023190322305183, -1.515284613542341, -0.6661437157395346, 0.32079052248166967, 1.2911864276322622, 1.730622732003633, 2.8531011273330273, -669.1740461272119, -1225.864812678183, -177.5372909379096, 3.2967412767473885, 4.0438710913610105, 4.153691009635746, 4.096078374404718, 3.891809156985383, 3.6825354669892185, 3.488647860591094, 3.2928946849435055, 3.0905116393530347, 2.88355544302294, 2.6746022400715055, 21.81394176679848, 7.891781581963559, 2.0670614071150704, 1.881467606820628, 1.7079053819323127, 1.544688497361485, 1.3923387594120906, 1.266629042754272, 1.1540770253062154, 1.0451803884023279, 0.9389587121248135, 0.847217070525438, 0.7647157013251572, 0.6882253708050172, 0.6145468215439667, 0.5395223323236114, 0.47354837193995863, 0.4121871677430589, 0.3527794624887544, 0.29670973990807725, 0.24410555426129074, 0.195134266772521, 0.14996736060861182, 0.10875222196098455, 0.07159181676919456, 0.03853197399992171, 0.00955545894303255, -0.015418295889531334, -0.036529056827395004, -0.05396853615165461, -0.06797118584338806, -0.07880406395595493, -0.08675659047279413, -0.09213082577170277, -0.09523269911101732, -0.09636444934940405, -0.09581839790975388, -0.09387206286044118, -0.09078454299633347, -0.08679404837851859, -0.08211642479378621, -0.07694450917280107, -0.07144815603611006, -0.06577478721815594, -0.06005033449330574, -0.054380464602640045, -0.04885199586063371, -0.04353443406999393, -0.03848157130341019, -0.03373310470325154, -0.029316242734182135, -0.02524727466126082, -0.021533084628304503, -0.018172596191107265, -0.015158136013039685, -0.012476707618760043, -0.010111167938283282, -0.00804130073738459, -0.006244782637264428, -0.004698038864394593, -0.0033769876184056567, -0.002257673672553985, -0.0013167936330359081, -0.000532117099071418, 0.00011719046016813516, 0.000650335797148888, 0.0010847484734157304, 0.0014360045347467237, 0.0017178133821553335, 0.001942057563650529, 0.0021188754355857538, 0.0022567768153197052, 0.002362782536944405, 0.002442579402545549, 0.0025006831472552064, 0.0025406029526853675, 0.0025650021370989687, 0.0025758507939881835, 0.0025745670790995327, 0.0025621449033590184, 0.0025392666256365487, 0.002506400082451955, 0.0024638799886202087, 0.002411974209263232, 0.0023509358572594246, 0.002281042440538001, 0.002202623473395988, 0.002116078065995225, 0.002021884088053567, 0.0019206003792866658, 0.0018128634956861482, 0.0016993802464177344, 0.0015809172504070489, 0.0014582885009199525, 0.0013323418402488459, 0.0012039450222105284, 0.001073971989061124, 0.00094328974088289, 0.0008127461604434146, 0.0006831589722818395, 0.000555305963809569, 0.0004299165596867446, 0.00030766470709440915, 0.00018916307569415985, 7.495852115389705e-05, -3.447126927468769e-05, -0.0001387200295158228, -0.00023745411030686868, -0.0003304127016916973, -0.00041740712494613895, -0.0004983192323016501, -0.0005730989371428692, -0.0006417608996565784, -0.0007043803788143141, -0.0007610883144189087, -0.0008120656540437183, -0.0008575370543732819, -0.0008977640435690535, -0.000933037843804605], 'tau': [3.183098861837907e-10, 3.6981979389184375e-10, 4.296651970000014e-10, 4.991949716110661e-10, 5.799762732045814e-10, 6.73829859292637e-10, 7.828711280990148e-10, 9.095577982465993e-10, 1.0567453041218357e-09, 1.2277511554914825e-09, 1.4264297119950926e-09, 1.6572590578812206e-09, 1.9254419350869495e-09, 2.2370230096259967e-09, 2.5990251143928405e-09, 3.0196075392063408e-09, 3.5082499358463786e-09, 4.0759659831823704e-09, 4.7355516282655485e-09, 5.501873498576056e-09, 6.392203986047634e-09, 7.4266105554441314e-09, 8.6284080518427e-09, 1.0024684201937577e-08, 1.1646910153619273e-08, 1.3531649814989794e-08, 1.572138398085035e-08, 1.8265467821931247e-08, 2.122124331804277e-08, 2.46553317086603e-08, 2.8645135091930848e-08, 3.3280581017157705e-08, 3.866614939273242e-08, 4.4923227394687675e-08, 5.219284545396519e-08, 6.063885598975539e-08, 7.045162653547067e-08, 8.18523304979891e-08, 9.509793226106536e-08, 1.1048697899386403e-07, 1.283663297081852e-07, 1.4913897323290577e-07, 1.7327311131765623e-07, 2.0131271159292522e-07, 2.3388976824338165e-07, 2.717385467419493e-07, 3.157121337115874e-07, 3.6680166493779293e-07, 4.2615866491861276e-07, 4.95121001470958e-07, 5.752430403929998e-07, 6.683306798489567e-07, 7.764820541283094e-07, 9.021348242154285e-07, 1.048121121068073e-06, 1.2177313799901152e-06, 1.414788504883415e-06, 1.643734033992374e-06, 1.909728249260471e-06, 2.2187664856979993e-06, 2.5778142622978057e-06, 2.9949642802611095e-06, 3.4796188271704488e-06, 4.0427016983800004e-06, 4.696904412192386e-06, 5.456972268350295e-06, 6.34003669741371e-06, 7.366001391959495e-06, 8.55799092274697e-06, 9.942871951363633e-06, 1.1551858787141698e-05, 1.3421216937201075e-05, 1.5593080507174618e-05, 1.8116401876291777e-05, 2.104805505187363e-05, 2.445411757212488e-05, 2.841135985047106e-05, 3.300897553028396e-05, 3.835059185105573e-05, 4.455660533835447e-05, 5.176689546248101e-05, 6.0143977429910735e-05, 6.987666516937106e-05, 8.118432707385446e-05, 9.432183042020076e-05, 0.00010958528591021966, 0.00012731872181153783, 0.00014792183812892756, 0.00017185901558004583, 0.00019966978243198655, 0.00023198097511426587, 0.0002695208667004812, 0.0003131355817053446, 0.0003638081671758348, 0.00042268074992635397, 0.0004910802793274171, 0.0005705484358734414, 0.0006628763796491071, 0.0007701451219019288, 0.0008947724296697782, 0.001039567320662858, 0.001207793376679021, 0.0014032423025952358, 0.0016303193889066023, 0.0018941428040824097, 0.0022006589547238116, 0.002556776513665337, 0.0029705221369256186, 0.003451221379265274, 0.004009708886069791, 0.004658572599144552, 0.0054124374806602095, 0.006288295150200016, 0.007305886864711776, 0.008488148473480972, 0.009861727377118336, 0.011457583142477898, 0.013311685310971735, 0.01546582412842242, 0.01796855246977232, 0.020876280189014045, 0.024254545560271467, 0.028179492467478133, 0.03273958663753944, 0.03803760959974739, 0.04419297531398302, 0.05134442168298827, 0.059653137613624216, 0.06930639610902455, 0.08052177527915926, 0.09355206240861204, 0.10869095161604074, 0.1262796635268298, 0.14671463616200414, 0.1704564603909944, 0.1980402613475006, 0.2300877597987378, 0.267321285323429, 0.31058005714636217, 0.36083909958883875, 0.41923121847686545, 0.48707253384088184, 0.565892144397323, 0.6574665924299801, 0.7638599058869283, 0.8874701202156142, 1.0310833285077579, 1.197936478208809, 1.3917903297885794, 1.6170142218136567], 'y_inf': np.float64(2.8733857735939386e-07), 'm': 150, 'y_model': [121.42157029523035, 9179.525666190824, 2975.726476429233, 498.6851655758212, -259.9491289764196, -422.85448259506927, -399.337777067245, -328.13958886589353, -253.9960270095896, -189.67723586163515, -137.38916362300273, -96.05305452007187, -64.03734395491287, -39.344070141205925, -20.656524071725812, -6.566148147270825, 3.9055981077891078, 11.50798841808055, 16.955820779908734, 20.74757475366729, 23.27799455164191, 24.84916069800491, 25.7224868048952, 26.070401676249627, 26.039992515130457, 25.73658631371729, 25.242448853733435, 24.61905161137659, 23.907611011488587, 23.145518859948822, 22.352880805300707, 21.551813772327062, 20.750539157715505, 19.96221621120833, 19.188709780592998, 18.43429350480911, 17.701779731860732, 16.992913033049316, 16.308666060804875, 15.64643819156891, 15.01247266780036, 14.400640435588047, 13.813509649068452, 13.2481147182655, 12.706456940292309, 12.18568411957667, 11.685402405747137, 11.205161322577231, 10.746225965426895, 10.304446460273427, 9.881141220749152, 9.475739493993046, 9.086284346835221, 8.713721183287122, 8.357436616249444, 8.014539928400577, 7.68269713638616, 7.372087398932847, 7.0705733177803936, 6.787275294167847, 6.504117540240139, 6.246233878531976, 5.988784158049884, 5.7470126619906825, 5.5131666927911525, 5.29333255884634, 5.0806399456545766, 4.875059407883966, 4.676521111611827, 4.484920318031825, 4.304606209701691, 4.130409832854844, 3.9622013434537493, 3.8035876327992084, 3.6466786781460994, 3.4986272922284325, 3.3555320557590074, 3.2172389549140084, 3.08358832566121, 2.9544171350362287, 2.8295609752974364, 2.7112547423342197, 2.5944132669232043, 2.4814091466348134, 2.3720865745874185, 2.2682408083869463, 2.165737089574614, 2.0664843803380197, 1.9703484953113206, 1.8772015018780122, 1.7854029812867318, 1.6979459026186077, 1.611747118878402, 1.5295268164189992, 1.4472277607832449, 1.3686974125772495, 1.2925238335500155, 1.217522756536484, 1.1437554557800327, 1.0732707089199771, 1.003937941700031, 0.9358054167704007, 0.8697864000810204, 0.8058002783461758, 0.742973098343888, 0.6821003160129159, 0.622378979475266, 0.5638351531674365, 0.507157872223725, 0.4516379038671433, 0.3972917078042256, 0.3447160540121068, 0.29328457196538094, 0.2430060769295032, 0.1938862160319584, 0.14641626247088002, 0.09959758780334971, 0.05438526513165019, 0.009861895378093668, -0.03310435853398323, -0.07535575005887872, -0.11610358158742043, -0.15612065729318683, -0.19503039540424666, -0.23284703368980592, -0.26989522045641157, -0.3058535154814254, -0.34074068923905093, -0.37484469541969273, -0.4078918485443566, -0.4399039472511867, -0.47136845059315424, -0.5015765253546487, -0.531218306779865, -0.5598547393848454, -0.5877032632911909, -0.614761853044398, -0.6410305045489082, -0.6665110559492129, -0.6910506882939065, -0.7149749427431611, -0.7381256781639843, -0.7605105085601219, -0.782264992968788, -0.8032587271370761, -0.8235031003308051, -0.8430101980293643, -0.8618947636358518, -0.880153377484769, -0.8977844915077545, -0.9147022259406442, -0.9310041188230813, -0.9466926913304954, -0.9617717768174776, -0.9759749549096632, -0.9898036263363558, -1.0034074983064922, -1.0161650545409657, -1.0281301495445672, -1.0398456694788039, -1.0508016472341863, -1.0614763129443086, -1.071826568051748, -1.0810724802486897, -1.0900313149299936, -1.0986680044426584, -1.1066564420591434, -1.1143115774327377, -1.1216071602971371, -1.1280636501888945, -1.1344085446354337, -1.1401838076490436, -1.1454283341972473, -1.1503332771530472, -1.154883972755326, -1.1590682355830708, -1.1627680481610645, -1.1660176859357734, -1.1689306998983873, -1.171499825709289, -1.1737196442308573, -1.1755400313032578, -1.1770265362116497, -1.1781769745980493, -1.1789905742202533, -1.1794599202653873, -1.1796113578459015, -1.179446303754111, -1.178982427021241, -1.1781995984528553, -1.1771384138997818, -1.1757874674547124, -1.1741512971794783, -1.1722350911503148, -1.1700945750763543, -1.1676406198619065, -1.1649836401113014, -1.1620174227729068, -1.1588697904151832, -1.1554197280276117, -1.1518098258582414, -1.1479063834823762, -1.1438643442006355, -1.1395392712577623, -1.1350144847142671, -1.1303819515605653, -1.1254843850889371, -1.120411858209852, -1.1150846427046037, -1.109685660514344, -1.1040462606071246, -1.0982627252734756, -1.0923432114368017, -1.0862038161065901, -1.0799434378690265, -1.0735699943127102, -1.066998544909549, -1.060329075944845, -1.0535690577422414, -1.0466332978941755, -1.0396216139838734, -1.032449111834132, -1.0251236456056514, -1.0177440652050114, -1.0102264816138784, -1.0026685127565917, -0.9949871235465173, -0.9871901496075128, -0.9792854152193379, -0.9713672897883463, -0.963355126538187, -0.9551716406266249, -0.9470785720151408, -0.938828849547796, -0.9305143884416407, -0.9221421666831002, -0.9137189928715077, -0.9052514945125347, -0.8967461081951538, -0.8881327298636319, -0.879571215542391, -0.8709158740823021, -0.862175814422152, -0.853503341158398, -0.8447590964325722, -0.835951592135903, -0.8272253595417571, -0.8183805444754625, -0.8095600247047047, -0.8007032875853095, -0.7918810268947494, -0.782972491372157, -0.7741100165008336, -0.7652368722515879, -0.7563593996111432, -0.7474836751100887, -0.7386155093663574, -0.7297604469323512, -0.7209237673240866, -0.7121104871136122, -0.7032736286303287, -0.6944716363222115, -0.6856591894612081, -0.6768919343708202, -0.6681261688176275, -0.6594147990936857, -0.6506704417756098, -0.6420348872874457, -0.6332916194544487, -0.6247505462819559, -0.6159926375697438, -0.6074426937658547, -0.5990935296029815, -0.5905546420541364, -0.5822209953902642, -0.5737201475993041, -0.5654278311543625, -0.5569891699232697, -0.5487612211498449, -0.5407362188182263, -0.5325846740465807, -0.5243235953611332, -0.5162748859993981, -0.5081327175348321, -0.5002022358456694, -0.49219289200580046, -0.4843937742344033, -0.47652899400331045, -0.4688722899366247, -0.4611618120394249, -0.4534099259583407, -0.44586831256208354, -0.4382949832317624, -0.4309278374539615, -0.42353757992552893, -0.41613427289720206, -0.40893614788125054, -0.4015288502431365, -0.39452974874289737, -0.3873385244740132, -0.3803519001366252, -0.373380335122088, -0.3664309555085199, -0.35951043508103003, -0.35279050767073805, -0.34610173605096745, -0.33944980213883286, -0.33283998714470053, -0.326277182951198, -0.31990846008792323, -0.3134485520402138, -0.30718236182674236, -0.3009711024293307, -0.29481822183747647, -0.28860448194314586, -0.2825812097362943, -0.2766247718295777, -0.27073746770471824, -0.2649213434804835, -0.2590735362900648, -0.2534082045967094, -0.24772048716080472, -0.24221105115004785, -0.23668735225295742, -0.23124814179667302, -0.2258937890810395, -0.22062451601483987, -0.2153594595111458, -0.21018471249284987, -0.20509986637692093, -0.20003108480719528, -0.19505585796237873, -0.19017326885278754, -0.18538233682391678, -0.18055365933575343, -0.1758849870623332, -0.171248623156232, -0.16664915802736247, -0.16214682100590452, -0.15768563524047605, -0.15332155056797667, -0.14900199999445443, -0.1447789412932188, -0.14055586567027933, -0.1364313923575782, -0.13235908832791976, -0.12838354001145083, -0.12442023320943801, -0.12055434883717925, -0.11670679737687699, -0.11295661335637112, -0.10922983459987587, -0.10559974671521638, -0.10203029258528011, -0.09849018830321758, -0.09501406775804681, -0.09160213700801009, -0.08825447537276392, -0.08494349597191253, -0.08172514578064188, -0.07851942885868402, -0.07538091216885433, -0.07230898231067144, -0.06928009246032113, -0.06631805497677581, -0.06340078048605041, -0.06052970522713061, -0.057725714287171756, -0.0549498173895082, -0.05224149707237901, -0.04958188513564568, -0.04697160728375202, -0.04441114521520048, -0.04190084701360856, -0.03942595637402523, -0.0370171220391153, -0.03464492644137206, -0.032324198598338384, -0.030041916467848182, -0.027811550725021592, -0.025620861695044225, -0.02348207487705562, -0.021372820601666263, -0.019326375336174536, -0.01729056552304532, -0.01532716311422389, -0.013442083201934078, -0.011542439264761046, -0.009635041647718534, -0.007888919990149068, -0.006133459615023537, -0.004374507817050147, -0.0026891997434485234, -0.0010047008320900692, 0.0006083965678187881, 0.002154099100614277, 0.003696547606647925, 0.005173804476103446, 0.006644886419658438, 0.008106110305476071, 0.009503513275055232, 0.010840728648998682, 0.012167499430350856, 0.013480954464872087, 0.014736189601563976, 0.015976979707518223, 0.01720103228520822, 0.018369477917324493, 0.01948553952398901, 0.020619391466896734, 0.021668579515118105, 0.022732251586557263, 0.023746349434982866, 0.024741543273225645, 0.02571664212472747, 0.026645441433241445, 0.027554654778063264, 0.02844339469963615, 0.02931090234317603, 0.030135921529912547, 0.03094060693510648, 0.03172442405838397, 0.03248693902239698, 0.03321102088765204, 0.033930870654555155, 0.03461351745135266, 0.03527555370409164, 0.03591685187944742, 0.03653734976595689, 0.037137045018624464, 0.037715989916232436, 0.03827428634803977, 0.038812081041815535, 0.03932956104099565, 0.039826949435138655, 0.0403045013447551, 0.04076250015895147, 0.04120125402212857, 0.04162822773035517, 0.04202906292601285, 0.042417992522627415, 0.04278831958706478, 0.04314048958214346, 0.04347495313653597, 0.0437921641765744, 0.04409703639056275, 0.044384944278419526, 0.044660233617071485, 0.044918992274798404, 0.045161756610148804, 0.04539208181629693, 0.04560696866853014, 0.04580696136997511, 0.045997254051323995, 0.04617074581739971, 0.04633436990852609, 0.046482317983348495, 0.04662035701366268, 0.046745219745531766, 0.04685868824773347, 0.04696084411576928, 0.04705086950411805, 0.047130103005484404, 0.04719868365914063, 0.04725677228784386, 0.04730454891545866, 0.047342210335721634, 0.04736974522897492, 0.04738791781920229, 0.047396638388021224, 0.047396149795913264, 0.047386701786149676, 0.04736835073366295, 0.04734168424267143, 0.0473065063967088, 0.047262899232760475, 0.04721186884386827, 0.047152855292581335, 0.04708598522447556, 0.04701199933651926, 0.046930546597019146, 0.046842468634703316, 0.04674733819160367, 0.046645334987904505, 0.046537422838270566, 0.04642227666867227, 0.04630167154874192, 0.04617503381797184, 0.0460425686746862, 0.04590359574728728, 0.04576008584544078, 0.04561046026013402, 0.04545582397869531, 0.04529639234075609, 0.045131426237045434, 0.04496207356968625, 0.04478757960595351, 0.04460910983438947, 0.044425896194125326, 0.04423813386203533, 0.04404601960061994, 0.04384778768251036, 0.043651487448049614, 0.04344553824039142, 0.04323994149959773, 0.043025109999699176, 0.04281100852575777, 0.0425977803061812, 0.04237592868613499, 0.04215529094269198, 0.04192646902588989, 0.04168975194625592, 0.04146416708907174, 0.04122170803718065, 0.04098132510229522, 0.04074308073261726, 0.04049799004152708, 0.04025530284036504, 0.040006200586319735, 0.03975099075008206, 0.039498636217326265, 0.039249145446816125, 0.03898561570611509, 0.03873369583029641, 0.038468336111895436, 0.038206416267267666, 0.03793988300380734, 0.037676938865856234, 0.037409735974533884, 0.03713855397075112, 0.03687125013674133, 0.03659282086038702, 0.036325939766977365, 0.036048457900267776, 0.035775233246168416, 0.03549915584963976, 0.03522046774767617, 0.034939405114956745, 0.03465619788091241, 0.03437764578149, 0.03409716775662545, 0.033814974256757974, 0.033531269044622426, 0.03324624903484479, 0.03296010417696868, 0.03267301737874958, 0.032390987333590464, 0.03210243193761511, 0.03181905752451661, 0.0315296844199599, 0.031240180323314718, 0.030955998067097864, 0.0306665488238036, 0.03037737290688145, 0.0300885916008717, 0.029800319895395742, 0.02950783871224291, 0.029220999383589217, 0.028930334223883275, 0.02864075812993788, 0.028352352626279272, 0.028065194018704626, 0.027775066143688576, 0.027486493175912726, 0.027195415618491748, 0.026906168422831597, 0.026618794988689493, 0.02632946474627791, 0.02604224132144453, 0.025753439873075278, 0.025466949296400896, 0.025179226289706463, 0.024893990899650092, 0.02460783707056264, 0.024320982930348636, 0.024036904320344544, 0.023752391631257332, 0.023467636409114718, 0.023182820756581263, 0.02290111356115337, 0.022616621058060987, 0.02233542772824482, 0.022054687198686532, 0.021771797970512485, 0.021492439483014665, 0.021213932900021614, 0.02093383151849517, 0.020657432332529438, 0.020379764821772256, 0.020103487155411107, 0.01982868636940555, 0.019553154141417266, 0.01927935827030227, 0.01900736461320981, 0.018735097546709854, 0.018464846207272696, 0.018194618780985307, 0.017924599003207007, 0.01765690576908335, 0.017389666688884038, 0.01712303859496454, 0.016858981149973296, 0.016593966136172672, 0.016331706882515343, 0.01606882890978635, 0.0158088619193598, 0.015548579595515557, 0.01528976726151174, 0.015032516438719095, 0.014776911871705732, 0.014521573761338554, 0.014268102782610915, 0.014015174647050524, 0.013764303099285183, 0.013514217643201177, 0.01326506093573072, 0.013016966570081183, 0.01277373581737428, 0.012531626727282318, 0.012283759368016485, 0.012042128747940375, 0.011795404599615889, 0.011554971625715851, 0.01132057097426451, 0.011081701022958306, 0.010848895206296366, 0.01061216543677267, 0.010381504823447341, 0.010147418671246156, 0.009919382679518628, 0.009697147323956112, 0.009463377583400726, 0.00924414121125443, 0.009014215122756762, 0.008798313691578543, 0.008572508409256423, 0.008352744954087487, 0.008138768538781097, 0.007923248301206581, 0.007706515309772754, 0.007495595034732134, 0.007283709382785706, 0.007071150274364423, 0.006864373157414116, 0.006657119151800527, 0.0064554915549339805, 0.00624787325634328, 0.006051564248186979, 0.005849723738407835, 0.005648249948523892, 0.005452419956785485, 0.005257050843976975, 0.00506712478219661, 0.004873073994124225, 0.00468453001856006, 0.00449684902463825, 0.004310177291857718, 0.00412465110395827, 0.003940397076271127, 0.003761450589960271, 0.003579968652310991, 0.0034037798715030355, 0.0032254802135181643, 0.0030524370028342973, 0.0028810413460261513, 0.0027080936018609694, 0.002540313706185449, 0.002374388873764118, 0.0022073855245437497, 0.002042526513633152, 0.0018826607458265886, 0.001722113584212182, 0.001563812645066035, 0.0014077815748339485, 0.0012515592472815676, 0.0011001988184228594, 0.0009488242465155348, 0.0007999175782070465, 0.0006512942806333819, 0.0005073849867372915, 0.0003638822602601174, 0.00022097334211990227, 8.074870711303228e-05, -5.6816940001985626e-05, -0.00019354345526215587, -0.000327548524574051, -0.0004605436567551603, -0.0005907767535500653, -0.0007198561850404797, -0.0008476661865140006, -0.0009726381556063419, -0.0010962369814584206, -0.001218369771076056, -0.0013376352860437703, -0.0014553650976253543, -0.0015714861242286575, -0.0016859324335129103, -0.0017986449050343722, -0.0019095708931232914, -0.002017603283744031, -0.0021248611935541133, -0.002230209057898332, -0.0023336168505420814, -0.0024350594050207386, -0.002534516114390269, -0.0026319706408661357, -0.002728224548121586, -0.002822393111707737, -0.0029144742110214458, -0.0030051919153573836, -0.0030937703962872986, -0.0031808860475579614, -0.0032658304276085674, -0.0033492345175998297, -0.0034304525933518204, -0.0035100724490699847, -0.003588047996878339, -0.003664339033526112, -0.003738910924342191, -0.0038112593657090433, -0.003882330545370698, -0.00395160830726468, -0.004018662468077601, -0.004084329984484867, -0.004148546988451665, -0.004210536239931625, -0.004271036362102755, -0.0043296735972114826, -0.004386765919711611, -0.004441981064644842, -0.0044956134363857364, -0.004547635720686167, -0.004598025497911058, -0.004647243912385372, -0.004693840567379345, -0.004737956336734146, -0.00478175149685271, -0.004825008182651064, -0.004863931185656158, -0.004904055493425108, -0.004940118524634945, -0.004975533621350469, -0.005010134615926647, -0.0050424674045480905, -0.0050738734825193305, -0.005103091972309644, -0.005130247993583165, -0.005156427457918917, -0.005181516475722887, -0.005204593682393663, -0.00522652645009757, -0.005246544132118673, -0.005265378551155526, -0.005282396892053032, -0.005298206360445585, -0.00531229986082874, -0.005325170305990128, -0.005336762270001548, -0.0053470275901580586, -0.005355686723635982, -0.0053628414370638965, -0.005368890923440118, -0.00537345853028837, -0.005376640818269606, -0.005378597671217531, -0.005379204155258478, -0.005378516448586545, -0.005376523936322539, -0.005373317829836403, -0.005368730572468228, -0.005362984550344217, -0.005356162778055252, -0.005347936171876636, -0.005338465894191981, -0.005328011234655829, -0.005316109562973156, -0.005303291663049993, -0.005289323842867825, -0.005274223018514723, -0.005258008061744726, -0.00524069960664045, -0.005222319864276769, -0.00520289244582759, -0.005182050441806298, -0.005160592421257115, -0.0051381652038397976, -0.005114796375173831, -0.005090084025905374, -0.0050644719114485625, -0.005038436124686725, -0.005011125124558389, -0.004982552233203669, -0.004953656780553648, -0.004923554478234053, -0.0048927348041215984, -0.004861230691862541, -0.004828600614064252, -0.004795346926178202, -0.004761025370435998, -0.004726143908115228, -0.004690735653192602, -0.00465435424114186, -0.004617510645707305, -0.004579759241435953, -0.004541134468324587, -0.004502146613262203, -0.004462353839626746, -0.004422263134641365, -0.004381436092021318, -0.004339909575789085, -0.00429772092401266, -0.004255366469420285, -0.004211963102522411, -0.00416846200378134, -0.004124441718970538, -0.00407993935619804, -0.004034991818660579, -0.003989201939757083, -0.003943478276377241, -0.0038974181662700443, -0.0038506379182632346, -0.0038036015015635687, -0.003756343206954828, -0.0037088965735205316, -0.0036608971265725803, -0.0036127853056094473, -0.003564592367006057, -0.003515968673076617, -0.003466961264056392, -0.0034179846058306302, -0.0033690663215608244, -0.0033195209400549656, -0.0032701102871288863, -0.0032205151120938426, -0.0031707772425810265, -0.0031209374675537738, -0.0030710354814037786, -0.0030214288647195213, -0.0029715107269236325, -0.0029216424595908718, -0.002871858976976839, -0.0028218996143282208, -0.002772103328576603, -0.002722501087981526, -0.00267284661096376, -0.0026234562512487476, -0.0025740930361569823, -0.002524800441100708, -0.002475620343522428, -0.0024273308839467766, -0.0023787173694282803, -0.0023289150495102097, -0.002282633437175573, -0.0022329806739706717, -0.002186777385503179, -0.002137469446094568, -0.002091534217467626, -0.002044755591842513, -0.001997256648784068, -0.0019529554435509368, -0.0019061105280719463, -0.0018605837919269032, -0.0018163308567740182, -0.0017716132291394071, -0.0017281811704354339, -0.0016843919761971907, -0.001640344239489862, -0.0015976345174295034, -0.001554758289914787, -0.0015132138375150048, -0.0014729519198055545, -0.0014312783650622335, -0.0013909616735798401, -0.0013519494805876067, -0.0013117977930838128, -0.0012741662133095228, -0.0012355324757041463, -0.001198233641920551, -0.001161175011069294, -0.0011244142484682675, -0.0010889717108351548, -0.0010538602710679255, -0.0010191288509351318, -0.0009856861545275296, -0.0009526452313574012, -0.0009200468926563114, -0.0008879287538947809, -0.0008563252738326401, -0.0008259756117972733, -0.000795463356119885, -0.0007662024738501478, -0.0007375098394670218, -0.0007094073865111159, -0.0006819143868449244, -0.0006550475414759459, -0.000628821076941253, -0.0006037469698638087, -0.0005788119088972691, -0.0005545468292367625, -0.0005309570961405576, -0.000508046130684052, -0.00048581552058879826, -0.000464265130862009, -0.00044339321368279605, -0.0004231965170305633, -0.00040334796431492454, -0.00038450272209294913, -0.0003660239988715832, -0.0003479491307016202, -0.0003308313457649562, -0.0003141223436943635, -0.0002980824736103634, -0.0002826965976183744, -0.0002677414922427705, -0.0002534321711700605, -0.0002397505503691031, -0.0002265046405623566, -0.00021370686286137323, -0.0002015201073404013, -0.00018992289294686752, -0.00017875876749726772, -0.00016803206724811003, -0.00015786337186008464, -0.00014811875365093496, -0.00013879742635680695, -0.00012989681894190938, -0.00012150273961911052, -0.0001135070626676612, -0.00010590379243881687, -9.875820324085593e-05, -9.191181964359061e-05, -8.54958126336489e-05, -7.937075418651177e-05, -7.359321821946343e-05, -6.820124292797616e-05, -6.308057171643191e-05, -5.827251227637788e-05, -5.3764692761958356e-05, -4.950910700811419e-05, -4.556697643909946e-05, -4.185725275098258e-05, -3.837495337379513e-05, -3.5164032720900524e-05, -3.213635680883555e-05, -2.935377365262187e-05, -2.6740926343993566e-05, -2.433018476117749e-05, -2.2093302121218004e-05, -2.0036547499035636e-05, -1.81351324248789e-05, -1.638125485922378e-05, -1.4767041397134867e-05, -1.3284616187368069e-05, -1.1926162295601289e-05, -1.0683975668739693e-05, -9.550511937404669e-06, -8.512447958801843e-06, -7.575277810721931e-06, -6.720721251404354e-06, -5.943809927942779e-06, -5.243282864106089e-06, -4.612895785772101e-06, -4.043851647944423e-06, -3.5316497254411035e-06, -3.0741597618154553e-06, -2.6643654141570776e-06, -2.291452123584523e-06], 'MSE': 17039.64805018058, 'R_2': 0.8764045706185111, 'U_norm': [-209.41780872531993, -64.88850129463353, -0.06604467251160125, 0.07438974765811977, 0.04938884355879835, 0.0377535364284854, 44.19090712167233, 125.6916335799107, 111.13779770318612, 10.540312262314421, -0.01731421387562214, -0.012479534018904687, -0.005486205751549925, 0.0026419566347298242, 0.010633913130494927, 0.01425300901554071, 0.023497481766604714, -5.511162852561551, -10.095939400210991, -1.462156113830237, 0.027151199548260112, 0.033304388100879254, 0.034208839577396934, 0.033734355223197905, 0.03205204113842653, 0.030328511373636326, 0.028731697838895193, 0.027119519906795807, 0.025452739897467058, 0.02374829647512753, 0.0220274061675994, 0.17965458497514183, 0.06499488996436494, 0.017023840220322217, 0.015495332556631367, 0.014065914168473232, 0.012721697613208667, 0.011466980367010247, 0.01043166418184113, 0.00950471176769644, 0.00860786422325432, 0.0077330470365665855, 0.006977484070337353, 0.006298021852916539, 0.005668065161406401, 0.005061265650773653, 0.004443381289572615, 0.003900034993034338, 0.003394678290819814, 0.0029054101546028156, 0.0024436328725512702, 0.002010396952085358, 0.001607080741583504, 0.0012350965367921112, 0.0008956581763348428, 0.0005896136639028769, 0.00031734043627846647, 7.869655237048288e-05, -0.0001269815230401718, -0.0003008448731557324, -0.00044447239603429245, -0.0005597949840293496, -0.0006490120655731191, -0.0007145072367879381, -0.0007587681971639174, -0.0007843145093975088, -0.0007936353429060291, -0.0007891381893968571, -0.0007731086235694169, -0.0007476805232417159, -0.0007148157314460291, -0.0006762919042180642, -0.0006336972019699475, -0.000588430507293428, -0.0005417059523598587, -0.0004945606821704023, -0.00044786494359366476, -0.0004023337522110556, -0.0003585395417565702, -0.0003169253313139347, -0.0002778180573769406, -0.00024144180257491306, -0.0002079307215317611, -0.00017734151046559863, -0.00014966530403062386, -0.00012483890639903683, -0.00010275528160234466, -8.327324327651052e-05, -6.622629518677566e-05, -5.1430587142452456e-05, -3.8691962754962944e-05, -2.7812089879797175e-05, -1.859367880358647e-05, -1.0844808158470442e-05, -4.382393499250748e-06, 9.651535568228563e-07, 5.356015385953278e-06, 8.933737830479377e-06, 1.1826601605080172e-05, 1.4147514169382267e-05, 1.5994337443703422e-05, 1.7450568588826383e-05, 1.858629249459523e-05, 1.9459331128651823e-05, 2.011651967921953e-05, 2.0595048697629352e-05, 2.0923818992953038e-05, 2.1124765039129306e-05, 2.1214112071032363e-05, 2.120353969177086e-05, 2.110123352211989e-05, 2.0912813312094754e-05, 2.0642132055194054e-05, 2.0291946385308695e-05, 1.9864462377701138e-05, 1.9361764611564208e-05, 1.8786138578093556e-05, 1.8140298080915713e-05, 1.7427530099121904e-05, 1.6651770257311808e-05, 1.5817621030281424e-05, 1.4930324946121808e-05, 1.3995703121836098e-05, 1.3020069253792858e-05, 1.201012720248251e-05, 1.0972859601158318e-05, 9.91541306978857e-06, 8.844985194898188e-06, 7.768716388871904e-06, 6.693589618307271e-06, 5.626339473599462e-06, 4.573371632185804e-06, 3.540693467056894e-06, 2.533855451501778e-06, 1.5579033913155662e-06, 6.173410634455083e-07, -2.838974102578838e-07, -1.142466116249388e-06, -1.9556171962809355e-06, -2.7212026798056867e-06, -3.4376686524395876e-06, -4.104042076455191e-06, -4.719910450059296e-06, -5.285394511163469e-06, -5.8011140752711e-06, -6.268147532348845e-06, -6.6879851248086945e-06, -7.062477073204742e-06, -7.393777263056974e-06, -7.684284132909324e-06]}}\n" + "Error: dataFile not found. Check file path.\n" ] }, { "data": { "text/plain": [ - "0" + "2" ] }, - "execution_count": 24, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } diff --git a/pySIMsalabim/aux_funcs/DRT.py b/pySIMsalabim/aux_funcs/DRT.py index 8d22832..9779ab6 100644 --- a/pySIMsalabim/aux_funcs/DRT.py +++ b/pySIMsalabim/aux_funcs/DRT.py @@ -22,7 +22,7 @@ from pySIMsalabim.plots import plot_functions -DRT_VERSION = "0.9" +DRT_VERSION = "0.10" ######### References ############################################################################## @@ -35,6 +35,10 @@ # for quadratic programs’, Math. Prog. Comp., vol. 12, no. 4, pp. 637–672, Dec. 2020, # doi: 10.1007/s12532-020-00179-2. +# [3] T. H. Wan, M. Saccoccio, C. Chen, and F. Ciucci, ‘Influence of the Discretization Methods on the +# Distribution of Relaxation Times Deconvolution: Implementing Radial Basis Functions with DRTtools’, +# Electrochimica Acta, vol. 184, pp. 483–499, Dec. 2015, doi: 10.1016/j.electacta.2015.09.097. + ######### Class Definitions ####################################################################### @@ -333,7 +337,7 @@ def linear_fit(time, y_data, tau='Auto', y_inf='Auto', bounds=None, scaling=True Converts the linear fit problem to a convex quadratic program and minimises using the Operator Splitting Quadratic Program (OSQP) package solver [2]. Using a QP solver - was inspired by ADD REFERENCE + was inspired by the pyDRTtools package [3]. Parameters ---------- @@ -774,6 +778,7 @@ def plot_R_2(error_array, ylim=(0, 1.1), xaxis_label='Iteration', yaxis_label='$ def save_models_to_txt(path, fits, float_format='%.5e'): """ Save the tau and U values from a collection of DRT_Fit_Result objects to a txt file. + Stores y_inf as a # comment in the first line of the file. Parameters ---------- @@ -794,7 +799,9 @@ def save_models_to_txt(path, fits, float_format='%.5e'): for i in range(len(fits)): DRT_data[f'U_iter_{i+1}'] = fits[i].U DRT_data = pd.DataFrame(DRT_data) - pd.DataFrame(DRT_data).to_csv(path, sep=' ', float_format=float_format, index=False) + with open(path, 'w') as file: + file.write(f"# y_inf: {y_inf}\n") + pd.DataFrame(DRT_data).to_csv(file, sep=' ', float_format=float_format, index=False) def save_model_predictions_to_txt(path, fits, float_format='%.5e'): From 98bdd4cf6013bffe7009b3ee7ddcd797a19849ae Mon Sep 17 00:00:00 2001 From: joshedmundson Date: Tue, 10 Feb 2026 17:11:47 +0100 Subject: [PATCH 09/11] fix: allow user to pass all DRT optional arguments when conducting IS experiment --- pySIMsalabim/experiments/impedance.py | 22 ++++++++++++++++++---- 1 file changed, 18 insertions(+), 4 deletions(-) diff --git a/pySIMsalabim/experiments/impedance.py b/pySIMsalabim/experiments/impedance.py index eddab55..5566d20 100644 --- a/pySIMsalabim/experiments/impedance.py +++ b/pySIMsalabim/experiments/impedance.py @@ -941,15 +941,17 @@ def run_impedance_simu(zimt_device_parameters, session_path, f_min, f_max, f_ste tj_file_name_base, tj_file_name_ext = os.path.splitext(tJFile) dum_str = "" if UUID == "" else f"_{UUID}" tj_name = tj_file_name_base + dum_str + tj_file_name_ext - defaultDataFile = session_path + "/" + tj_name + defaultDataFile = os.path.join(session_path, tj_name) DRT_commands_args = { 'dataFile' : defaultDataFile, - 'DRTDirectory' : session_path + "/" + 'DRT_Saves', + 'DRTDirectory' : os.path.join(session_path, 'DRT_Saves'), 'timeCol' : 't', 'funcCol' : 'Jext', 'iters' : '50', - 'saveFormat' : 'txt' + 'saveFormat' : 'txt', + 'startIndex' : None, + 'startTime' : None } # Check if findDRT is true @@ -961,7 +963,7 @@ def run_impedance_simu(zimt_device_parameters, session_path, f_min, f_max, f_ste # If findDRT is true, update the default values in the default arguments list if findDRT: for key in list(cmd_pars_dict.keys()): - if key in DRT_commands_args: + if key in DRT_commands_args.keys(): DRT_commands_args[key] = cmd_pars_dict[key] # Remove from cmd_pars_dict cmd_pars_dict.pop(key) @@ -969,6 +971,18 @@ def run_impedance_simu(zimt_device_parameters, session_path, f_min, f_max, f_ste # Set UUID in DRT_commands_and_args DRT_commands_args['UUID'] = UUID + # Remove any unset optional keys to make the argument dictionary suitable for argparser in DRT.py + commands = list(DRT_commands_args.keys()) + for command in commands: + if DRT_commands_args[command] is None: + DRT_commands_args.pop(command) + + # If neither startIndex or startTime is set, set the startIndex to 1 + # This makes sure DRT analysis happens after the Heavyside Voltage step at index 0 + set_start = ('startIndex' in DRT_commands_args.keys()) or ('startTime' in DRT_commands_args.keys()) + if set_start is False: + DRT_commands_args['startIndex'] = '1' + # Handle remaining keys in `cmd_pars_dict` and add them to the cmd_pars list cmd_pars.extend({'par': key, 'val': value} for key, value in cmd_pars_dict.items()) ## Run impedance spectroscopy From 53a01c962d26eef059fb55090b08f25b488f2577 Mon Sep 17 00:00:00 2001 From: joshedmundson Date: Tue, 10 Feb 2026 17:13:51 +0100 Subject: [PATCH 10/11] fix: add more CL arguments to test_DRT.py to improve test coverage --- pySIMsalabim/tests/test_DRT.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/pySIMsalabim/tests/test_DRT.py b/pySIMsalabim/tests/test_DRT.py index 2ade73a..2ec4465 100644 --- a/pySIMsalabim/tests/test_DRT.py +++ b/pySIMsalabim/tests/test_DRT.py @@ -70,7 +70,8 @@ def log_gaussian(tau, mu, sig): 'funcCol': 'Jext', 'iters': '50', 'saveFormat': 'txt', - 'UUID': 'tag' + 'UUID': '', + 'startIndex': '0', } EXIT_CODE = drt.main(argv = DRT_commands_and_args_dict) From 3fb487bb9e5118a7c6fe2669446926beaff9b225 Mon Sep 17 00:00:00 2001 From: joshedmundson Date: Tue, 10 Feb 2026 17:17:22 +0100 Subject: [PATCH 11/11] doc: update change log to note the added test_DRT file --- docs/source/change_log.md | 1 + 1 file changed, 1 insertion(+) diff --git a/docs/source/change_log.md b/docs/source/change_log.md index 06d62a2..a0a4aa0 100644 --- a/docs/source/change_log.md +++ b/docs/source/change_log.md @@ -8,6 +8,7 @@ v1.05 - 2026-02-10 - JLE - plots/plots_functions.py: add plot_2x_2y to allow the user to plot a simple plot with between 1-2 curves (used in the DRT.py plotting functions) - Notebooks/DRT.py: showcase the DRT.py script in a notebook for examples of use - experiments/impedance.py: add code that allows a user running an IS experiment to automatically conduct DRT analysis on the resulting curve +- tests/test_DRT.py: add a pytest for the DRT module that tests all key code through the DRT.main() funciton. This allows for CLI testing. v1.04 - 2025-12-16 - VMLC-PV, SH ------------------------------------