Understanding multi-fidelity training of machine-learned force-fields

John L. A. Gardner, Hannes Schulz, Jean Helie +2

This study systematically investigates two multi-fidelity strategies used to train machine-learned force fields (MLFFs) -- pre-training/fine-tuning and multi-headed training -- and…