A robust and stable hybrid neural network/finite element method for 2D flows that generalizes to different geometries

Robert Jendersie, Nils Margenberg, Christian Lessig +1

The deep neural network multigrid solver (DNN-MG) combines a coarse-grid finite element simulation with a deep neural network that corrects the solution on finer grid levels, there…