Benchmarking of Fast and Interpretable UF Machine Learning Potentials

Pawan Prakash, Sam Dong, Richard G. Hennig

Machine learning interatomic potentials (MLIPs) have emerged as a powerful alternative to density functional theory (DFT) for molecular dynamics simulations, offering near-DFT accu…