Prediction of vacancy formation energies in Ni-based superalloys by density functional theory calculations and machine learning
Thermal vacancies play a critical role in high-temperature Ni-based superalloys, influencing elastic constants, creep resistance, oxidation resistance, etc. Local chemical variations in multicomponent alloys generate a broad distribution of vacancy formation energies, producing low-energy states that increase vacancy c...