Learning functional components of PDEs from data using neural networks

Torkel E. Loman, Yurij Salmaniw, Antonio Leon Villares +2

Partial differential equations often contain unknown functions that are difficult or impossible to measure directly, hampering our ability to derive predictions from the model. Wor…