Xin Liu

Synthesizability, hardness, and stacking order in multicomponent transition metal carbides from machine-learned potentials

Abstract Multicomponent transition metal carbides are promising for extreme-environment applications, but identifying compositions that are both synthesizable and hard remains challenging. We fine-tune the MACE machine-learned interatomic potential on approximately 28,000 density...