Finite Element Method-enhanced Neural Network for Forward and Inverse Problems

Rishith Ellath Meethal, Birgit Obst, Mohamed Khalil +4

We introduce a novel hybrid methodology combining classical finite element methods (FEM) with neural networks to create a well-performing and generalizable surrogate model for forw…