In operando active learning of interatomic interaction during large-scale simulations

Max Hodapp, Alexander Shapeev

A well-known drawback of state-of-the-art machine-learning interatomic potentials is their poor ability to extrapolate beyond the training domain. For small-scale problems with ten…