Active learning of linearly parametrized interatomic potentials

Evgeny V. Podryabinkin, Alexander V. Shapeev

This paper introduces an active learning approach to the fitting of machine learning interatomic potentials. Our approach is based on the D-optimality criterion for selecting atomi…