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20192026
most citedA neural network multigrid solver for the Navier-Stokes equations

49 citations · 104 across the 12 of their papers we have counts for

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math.NA2026

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…