metadata
title: Crash Intelligence Platform
emoji: 🛡️
colorFrom: green
colorTo: blue
sdk: static
pinned: false
short_description: AI crash material ranking and CAE card generation
Crash Intelligence Platform
Comprehensive automotive crash-material intelligence dashboard for recommending, ranking, and validating materials across steel, aluminum, magnesium, composites, polymers, foams, elastomers, and adhesives.
Dashboard modules
- Overview — KPI gauges, family crashworthiness, crash vs weight scatter, scenario×family heatmap
- Material Explorer — energy absorption, cost vs sustainability, stress–strain curves, property table
- Crash Scenario AI — top recommendations by scenario/component with intrusion–energy trade-offs
- Compare & Rank — multi-objective radar + weighted ranking
- Material Cards — draft LS-DYNA / Abaqus / PAM-CRASH / Radioss cards with download
- Validation — AI vs CAE parity, error distribution, certification ladder
- Data Library — browse/export dataset views
Live Space
https://huggingface.co/spaces/WellmatixGenAI/Crash-Intelligence
Local Streamlit (optional)
pip install -r requirements.txt
python -m utils.data_generator
streamlit run app.py