Enabling robust offline active learning for machine learning potentials using simple physics-based priors

Muhammed Shuaibi, Saurabh Sivakumar, Rui Qi Chen +1

Machine learning surrogate models for quantum mechanical simulations has enabled the field to efficiently and accurately study material and molecular systems. Developed models typi…