Add project: MACE-MP

[Irratzo]

Project details:

• Project Name: MACE-MP
• Description: Pre-trained foundation models for materials chemistry
• Github URL: https://github.com/ACEsuit/mace-mp
• Category: uip
• Labels: uip, ml-iap, pre-trained, rep-learn, md
• License: MIT
• Package Managers: pypi:mace-torch

Additional context:

This entry is about the pre-trained MACE models series "MACE-MP", a universal potential.

Links.

Official.

• Preprint https://arxiv.org/abs/2401.00096
• MACE https://github.com/ACEsuit/mace
  • MACE on PyPI https://pypi.org/project/mace-torch/
  • MACE-MP https://github.com/ACEsuit/mace-mp
• MACE-MP in MACE docs https://mace-docs.readthedocs.io/en/latest/examples/foundation_models.html
• Social media
  • MACE-MP thread https://twitter.com/lars__schaaf/status/1748357565153427931

Inofficial implementations and adaptations of MACE and MACE-MP models.

• https://github.com/RokasEl/MACE-Models
• MACE in Atomate2 https://github.com/materialsproject/atomate2/pull/611
• https://github.com/RokasEl/mace-mp-umap
• https://github.com/RokasEl/hydromace
• https://github.com/materialsvirtuallab/matcalc