Evaluation of uncertainty estimations for Gaussian process regression based machine learning interatomic potentials

Matthias Holzenkamp, Dongyu Lyu, Ulrich Kleinekathöfer +1

Uncertainty estimations for machine learning interatomic potentials (MLIPs) are crucial for quantifying model error and identifying informative training samples in active learning…