Multi-fidelity Machine Learning Interatomic Potentials for Charged Point Defects

Xinwei Wang, Irea Mosquera-Lois, Aron Walsh

Machine learning interatomic potentials (MLIPs) can now reproduce the energy, forces and stresses of bulk materials with high accuracy compared to first-principles calculations. Th…