A physics-informed operator regression framework for extracting data-driven continuum models

Ravi G. Patel, Nathaniel A. Trask, Mitchell A. Wood +1

The application of deep learning toward discovery of data-driven models requires careful application of inductive biases to obtain a description of physics which is both accurate a…