Efficient GPU-Accelerated Training of a Neuroevolution Potential with Analytical Gradients

Hongfu Huang, Junhao Peng, Kaiqi Li +2

Machine-learning interatomic potentials (MLIPs) such as neuroevolution potentials (NEP) combine quantum-mechanical accuracy with computational efficiency significantly accelerate a…