Uncertainty Quantification for Misspecified Machine Learned Interatomic Potentials

Danny Perez, Aparna P. A. Subramanyam, Ivan Maliyov +1

The use of high-dimensional regression techniques from machine learning has significantly improved the quantitative accuracy of interatomic potentials. Atomic simulations can now p…