Systematic Fine-Tuning of MACE Interatomic Potentials for Catalysis

Nima Karimitari, Jacob Clary, Derek Vigil-Fowler +3

Once trained, machine-learned interatomic potentials (MLIPs) provide a fast and accurate way to study catalytic reaction pathways, but their performance strongly depends on the tra…