On the Quality of Uncertainty Estimates from Neural Network Potential Ensembles

Leonid Kahle, Federico Zipoli

Neural network potentials (NNPs) combine the computational efficiency of classical interatomic potentials with the high accuracy and flexibility of the ab initio methods used to cr…