Physics-Informed Machine Learning for Optical Modes in Composites

Abantika Ghosh, Mohannad Elhamod, Jie Bu +3

We demonstrate that embedding physics-driven constraints into machine learning process can dramatically improve accuracy and generalizability of the resulting model. Physics-inform…