Interpreting and generalizing deep learning in physics-based problems with functional linear models

Amirhossein Arzani, Lingxiao Yuan, Pania Newell +1

Although deep learning has achieved remarkable success in various scientific machine learning applications, its opaque nature poses concerns regarding interpretability and generali…