Kovaleski-Research-Lab
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meta_atom_rnn
meta_atom_rnn PublicTime-series models for learning wavefront propagation with 3x3 metasurface dataset
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PINN_DataVariety_SPIE2023
PINN_DataVariety_SPIE2023 PublicCode associated with "Impact of Data Variety on Physics-informed Neural Network Lens Design" presented at SPIE defense and Commercial Sensing 2023.
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Repositories
- Bra-ket-optics Public
- near_field_emulator Public
Neural network methods facilitating robust near field response prediction/emulation
- Intro_to_PINNs Public
Repository for the code associated with the lecture "Introduction to Physics Informed Neural Networks (PINNS)"
- viz-app Public
- diffractive_optical_model Public
- time_series_networks Public
Repository for time series network examples. Presented as a seminar Fall 2024.
- single_pillar_sim Public
An experiment that characterizes a single meta-atom pillar under local phase approximation (LPA). Establishes the relationship between meta-atom geometry and phase delay.
- meta_atom_rnn Public
Time-series models for learning wavefront propagation with 3x3 metasurface dataset
- surrogate_model Public
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