Accelerating Training of MLIPs Through Small-Cell Training

Jason A. Meziere, Yu Luo, Yi Zia +3

While machine-learned interatomic potentials have become a mainstay for modeling materials, designing training sets that lead to robust potentials is challenging. Automated methods…