Physics-informed machine learning for composition-process-property alloy design: shape memory alloy demonstration

Sen Liu, Branden B. Kappes, Behnam Amin-ahmadi +3

Machine learning (ML) is shown to predict new alloys and their performances in a high dimensional, multiple-target-property design space that considers chemistry, multi-step proces…