Scalable Bayesian Uncertainty Quantification for Neural Network Potentials: Promise and Pitfalls

Stephan Thaler, Gregor Doehner, Julija Zavadlav

Neural network (NN) potentials promise highly accurate molecular dynamics (MD) simulations within the computational complexity of classical MD force fields. However, when applied o…