Global properties of the energy landscape: a testing and training arena for machine learned potentials

Vlad Cărare, Fabian L. Thiemann, Joe Morrow +3

Machine learning interatomic potentials (MLIPs) have achieved remarkable accuracy on standard benchmarks, yet their ability to reproduce molecular kinetics -- critical for reaction…