MACE-OMAT-0 OpenMat Foundation Model
Foundation model trained on the OpenMat corpus covering all 118 elements. Designed for broad materials discovery and screening applications with good generalization across diverse chemical spaces.
| Version | 1.0.0 |
|---|---|
| Creator | ACEsuit |
| Delivery | executable |
| Requirements | ram: 8GB; disk: 500MB |
Features
- Single-point energy calculations
- Force predictions
- Stress tensor calculations
- Geometry optimization
- Periodic boundary conditions
- All 118 elements supported
- Optimized for materials discovery
Keywords
openmatmaterials-discoveryuniversal-potentialall-elementsfoundation-modelscreening
Citation
Batatia, I., et al. (2024). MACE-Universal: Universal Foundation Models for Chemistry and Materials.