Coherent energy and force uncertainty in deep learning force fields

Peter Bjørn Jørgensen, Jonas Busk, Ole Winther +1

In machine learning energy potentials for atomic systems, forces are commonly obtained as the negative derivative of the energy function with respect to atomic positions. To quanti…