GRACE-2L-OAM-L

Version: 0.5.2 Added: 2025-09-09 Published: 2025-09-09 26.4M parameters

Model overview

Interatomic potential: Energy with gradient-based forces and stress.

CPS 0.865 combines discovery, geometry optimization, and phonons. Inspect individual task results below.

Code license
ASL
Checkpoint license
ASL

Licenses are as declared by the submitter. Training dataset terms are listed separately below.

Model Info

Specifications

Architecture
gnn
Outputs
Energy with gradient-based forces and stress EFSG
Openness
Open source, open data OSOD

Discovery protocol

Training
structure to energy, force S2EF
Evaluation
initial structure to relaxed energy with structure relaxation IS2RE-SR

Training Set

MPtrj: 1.58M structures from 146k materials · MIT

OMat24: 101M structures from 3.23M materials · CC-BY-4.0

Subsampled Alexandria: 10.4M structures from 3.23M materials · CC-BY-4.0

Run this model

Use the submitted environment with the upstream instructions.

From a repository checkout, run uv run models/run_kappa.py --list-models to check checkpoint requirements. If this model requires one, add --checkpoint /path/to/checkpoint below. Then execute the printed command for a phonon smoke test in the model's isolated environment.

uv run models/run_kappa.py --model grace-2l-oam-l --print-cmd --dry-run

Select an available task above to inspect this model's results.

Model Authors

  1. Anton Bochkarev  ICAMS, Ruhr University Bochum  
  2. Yury Lysogorskiy  ICAMS, Ruhr University Bochum  
  3. Ralf Drautz  ICAMS, Ruhr University Bochum  

Trained By

  1. Yury Lysogorskiy  ICAMS, Ruhr University Bochum  
  2. Anton Bochkarev  ICAMS, Ruhr University Bochum  

Hyperparams

Dependencies