Coupling Physics in Machine Learning to Predict Properties of High-temperatures Alloys

Jian Peng, Yukinori Yamamoto, Jeffrey A. Hawk +2

High-temperature alloy design requires a concurrent consideration of multiple mechanisms at different length scales. We propose a workflow that couples highly relevant physics into…