Risk-Controlled DFT Selection for Machine-Learned Interatomic Potentials

Kun Ryu, Yeo Jin Jung, Shyue Ping Ong +2

Automated materials discovery requires evaluating large pools of candidate configurations, with density functional theory (DFT) as a major throughput bottleneck. Pretrained machine…