/tools/mace-foundations

mace-foundations

ACEsuit/mace-foundations

197 stars21 forksShellWebsiteAdded February 4, 2026
summary

The MACE foundation models provide pre-trained machine learning models for materials chemistry, covering a wide range of chemical elements. These models are designed to predict molecular properties and improve stability during molecular dynamics simulations.

description

MACE foundation models (MP, OMAT, mh-1)

topics

chemistryforce-fieldsfoundation-modelsmachine-learningmaterials-informaticsmaterials-sciencemolecular-dynamics

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