Efficient Generation of Stable Linear Machine-Learning Force Fields with Uncertainty-Aware Active Learning

Valerio Briganti, Alessandro Lunghi

Machine-learning force fields enable an accurate and universal description of the potential energy surface of molecules and materials on the basis of a training set of ab initio da…