Knowledge-enhanced multimodal Fire Safety Agent with two-hop reasoning, evidence-tree RAG, open-set guardrails, and four-layer memory.
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Updated
Jun 8, 2026 - Python
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
🔥 A timeline of Hong Kong fire incidents and safety information
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.
An IoT system capable to detect fire, temperature rise and gas leakage. Trigger multiple alarms, if needed.
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.
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).
Open compilation of international duct cleaning standards, NFPA 96 compliance checklists, and industry best practices for commercial kitchen exhaust and HVAC maintenance.
Open compilation of international duct cleaning standards, NFPA 96 compliance checklists, and industry best practices for commercial kitchen exhaust and HVAC maintenance.
Integration tool for Ampac FireFinder PLUS. Reads Ampac FireFinder PLUS *.ffp Configuration Files and exports into human-readable csv and Excel workbooks
Commercial kitchen exhaust duct cleaning guide, NFPA 96 standards, manual vs robotic methods comparison
A simple imitation of crowd behavior in case of fire. Practice at Altai State Technical University Summer 2019.
MCP server for building, running, and analyzing CFAST fire simulation models with an LLM, built on PyCFAST
2025/ A mathematical modeling project that optimizes first-responder building sweep routes using m-TSP, AHP room prioritization, ODE smoke modeling, and victim-assistance timing for emergency evacuation scenarios.
Fire protection impairment management system — jurisdiction-aware compliance enforcement via state machine, audit-ready documentation
A high-reliability safety solution designed and simulated in Tinkercad. Features an Arduino/ESP32 logic core that integrates smoke and flame sensors with automated buzzer alerts and visual status indicators for real-time emergency monitoring.
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