Hybrid FEM-NN models: Combining artificial neural networks with the finite element method

Sebastian K. Mitusch, Simon W. Funke, Miroslav Kuchta

We present a methodology combining neural networks with physical principle constraints in the form of partial differential equations (PDEs). The approach allows to train neural net…