On-the-Fly Active Learning of Interpretable Bayesian Force Fields for Atomistic Rare Events

Jonathan Vandermause, Steven B. Torrisi, Simon Batzner +4

Machine learned force fields typically require manual construction of training sets consisting of thousands of first principles calculations, which can result in low training effic…