Monotonic Gaussian process for physics-constrained machine learning with materials science applications

Anh Tran, Kathryn Maupin, Theron Rodgers

Physics-constrained machine learning is emerging as an important topic in the field of machine learning for physics. One of the most significant advantages of incorporating physics…