Generating Minimal Training Sets for Machine Learned Potentials

Jan Finkbeiner, Samuel Tovey, Christian Holm

This letter presents a novel approach for identifying uncorrelated atomic configurations from extensive data sets with a non-standard neural network workflow known as random networ…