Releases: materialsvirtuallab/matgl
Releases · materialsvirtuallab/matgl
v0.8.3
- Extend the functionality of ASE-interface for molecular systems and include more different ensembles. (@kenko911)
- Improve the dgl graph construction and fix the if statements for stress and atomwise training. (@kenko911)
- Refactored MEGNetDataset and M3GNetDataset classes with optimizations.
v0.8.2
- Add site-wise predictions for Potential. (@lbluque)
- Enable CLI tool to be used for multi-fidelity models. (@kenko911)
- Minor fix for model version for DIRECT model.
v0.8.1
- Fixed bug with loading of models trained with GPUs.
- Updated default model for relaxations to be the
M3GNet-MP-2021.2.8-DIRECT-PES model
.
v0.8.0
- Fix a bug with use of set2set in M3Gnet implementation that affected intensive models such as the formation energy
model. M3GNet model version is updated to 2 to invalidate previous models. Note that PES models are unaffected.
(@kenko911)
v0.7.1
- Minor optimizations for memory and isolated atom training (@kenko911)
v0.7.0
- MatGL now supports structures with isolated atoms. (@JiQi535)
- Fourier expansion layer and generalize cutoff polynomial. (@lbluque)
- Radial bessel (zeroth order bessel). (@lbluque)
v0.6.2
- Simple CLI tool
mgl
added.
v0.6.1
- Bug fix for training loss_fn.
v0.6.0
- Refactoring of training utilities. Added example for training an M3GNet potential.
v0.5.6
- Minor internal refactoring of basis expansions into
_basis.py
. (@lbluque)