materialsvirtuallab / m3gnet

Materials graph network with 3-body interactions featuring a DFT surrogate crystal relaxer and a state-of-the-art property predictor.
BSD 3-Clause "New" or "Revised" License
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mfi-M3GNet implementation is added #77

Closed kenko911 closed 1 month ago

kenko911 commented 2 months ago

Summary

The mfi-M3GNet model is now available by enabling the hyparameters for n_state_types and state_embedding_dim. Moreover, a variable "state_attr" is also available for performing calculations with multi-fidelity M3GNet.

Checklist

Tip: Install pre-commit hooks to auto-check types and linting before every commit:

pip install -U pre-commit
pre-commit install