Data Curation for Machine Learning Interatomic Potentials by Determinantal Point Processes

Joanna Zou, Youssef Marzouk

The development of machine learning interatomic potentials faces a critical computational bottleneck with the generation and labeling of useful training datasets. We present a nove…