Equivariant Evidential Deep Learning for Interatomic Potentials

Zhongyao Wang, Taoyong Cui, Jiawen Zou +5

Uncertainty quantification (UQ) is critical for assessing the reliability of machine learning interatomic potentials (MLIPs) in molecular dynamics (MD) simulations, identifying ext…