Fast Uncertainty Estimates in Deep Learning Interatomic Potentials

1 code implementation • 17 Nov 2022 • Albert Zhu, Simon Batzner, Albert Musaelian, Boris Kozinsky

This incurs a large computational overhead in both training and prediction that often results in order-of-magnitude more expensive predictions.

Active Learning Uncertainty Quantification