Simple and efficient algorithms for training machine learning potentials to force data

Justin S. Smith, Nicholas Lubbers, Aidan P. Thompson +1

Abstract Machine learning models, trained on data from ab initio quantum simulations, are yielding molecular dynamics potentials with unprecedented accuracy. One limiting factor is…