How to validate machine-learned interatomic potentials

Joe D. Morrow, John L. A. Gardner, Volker L. Deringer

Machine learning (ML) approaches enable large-scale atomistic simulations with near-quantum-mechanical accuracy. With the growing availability of these methods there arises a need…