Data-Efficient Construction of High-Fidelity Graph Deep Learning Interatomic Potentials

Tsz Wai Ko, Shyue Ping Ong

Machine learning potentials (MLPs) have become an indispensable tool in large-scale atomistic simulations because of their ability to reproduce ab initio potential energy surfaces…