Differentiable sampling of molecular geometries with uncertainty-based adversarial attacks

Daniel Schwalbe-Koda, Aik Rui Tan, Rafael Gómez-Bombarelli

Neural network (NN) interatomic potentials provide fast prediction of potential energy surfaces, closely matching the accuracy of the electronic structure methods used to produce t…