Knowledge-enhanced multimodal Fire Safety Agent with two-hop reasoning, evidence-tree RAG, open-set guardrails, and four-layer memory.

A NetLogo simulation of crowd evacuation from a hypothetical fire emergency at The Float @ Marina Bay, Singapore.

Probabilistic fire risk assessment framework

Python interface for building, running, and analyzing CFAST fire simulation models

Professional Digital Twin Dashboard for Fire Safety Pump Room Monitoring and Real-time Operations Control

Independent community investigation of the 2025 Wang Fuk Court fire in Tai Po, Hong Kong (159+ deaths). Evidence collection, FDS fire simulation, and technical analysis.

🔥 A timeline of Hong Kong fire incidents and safety information

NZ building-code compliance pre-check (v1: commercial fire egress, NZBC C/AS2). Draw a 2D floor plan → located means-of-escape violations, via a deterministic JTS/JGraphT engine + an LLM rule-codification pipeline. Design-aid, not a legal sign-off.

An IoT system capable to detect fire, temperature rise and gas leakage. Trigger multiple alarms, if needed.

Agent Skill for NIST Fire Dynamics Simulator (FDS) - Generate, review, debug, and optimize FDS input files with AI agents. Based on NIST SP 1019 (FDS 6.10.1).

Detects the NFPA 72 T3/T4 alarm patterns on a micro:bit V2, then strobes to alert deaf and hard-of-hearing users. Works with any existing smoke alarm - no pairing, no ML.

Free permit-ready egress window drawings for building inspectors. IRC R310 compliant. Site plan, floor plan, cross-section, code compliance table. Just open, edit, print to PDF, and submit with your permit application.

Open compilation of international duct cleaning standards, NFPA 96 compliance checklists, and industry best practices for commercial kitchen exhaust and HVAC maintenance.

Fire protection impairment management system — jurisdiction-aware compliance enforcement via state machine, audit-ready documentation

Integration tool for Ampac FireFinder PLUS. Reads Ampac FireFinder PLUS *.ffp Configuration Files and exports into human-readable csv and Excel workbooks

A simple imitation of crowd behavior in case of fire. Practice at Altai State Technical University Summer 2019.

Commercial kitchen exhaust duct cleaning guide, NFPA 96 standards, manual vs robotic methods comparison

MCP server for building, running, and analyzing CFAST fire simulation models with an LLM, built on PyCFAST

基于 YOLOv8 的消防安全风险分析与预警系统，支持图片、视频、摄像头检测与风险统计展示。