IntelLabs / matsciml

Open MatSci ML Toolkit is a framework for prototyping and scaling out deep learning models for materials discovery supporting widely used materials science datasets, and built on top of PyTorch Lightning, the Deep Graph Library, and PyTorch Geometric.
MIT License
144 stars 20 forks source link

Default MACE atomic energies #248

Closed laserkelvin closed 3 months ago

laserkelvin commented 3 months ago

This PR replaces the default MACE atomic energies dictionary with the total free ion energy, instead of just a tensor of ones. Arguably this is more principled, but makes the default configuration a little more opinionated.