metadata
title: README
emoji: 🏢
colorFrom: green
colorTo: indigo
sdk: static
pinned: false
MatCraft - AI-Powered Materials Discovery
Accelerating materials science research with surrogate models, active learning, and multi-objective optimization.
🎯 What we publish here
- Datasets: 205k+ unified materials database (Materials Project + AFLOW + JARVIS)
- Models: Pre-trained surrogate models for 16 material domains
- Demos: Interactive Gradio spaces for materials discovery
🔗 Links
- Website: https://matcraft.ai
- Documentation: https://matcraft.ai/docs
📊 Use Cases
- ML researchers: Clean datasets with 30+ normalized properties
- Materials scientists: Fast property predictions without DFT
- Students & educators: Free access to real materials data
📝 Citation
If you use MatCraft data or models in your research, please cite:
@misc{matcraft2026, title={MatCraft: AI-Powered Materials Discovery Platform}, author={MatCraft Team}, year={2026}, url={https://matcraft.ai} }
📧 Contact
Questions? → contact@matcraft.ai