De Rham compatible Deep Neural Network FEM

14 January 2022

Papers citing "De Rham compatible Deep Neural Network FEM"

5 / 5 papers shown

Title
Discretization Error of Fourier Neural Operators S. Lanthaler Andrew M. Stuart Margaret Trautner 45 4 0 03 May 2024
Deep ReLU networks and high-order finite element methods II: Chebyshev emulation J. Opschoor Christoph Schwab 40 2 0 11 Oct 2023
Deep Operator Network Approximation Rates for Lipschitz Operators Ch. Schwab A. Stein Jakob Zech 33 9 0 19 Jul 2023
Neural and spectral operator surrogates: unified construction and expression rate bounds L. Herrmann Christoph Schwab Jakob Zech 51 9 0 11 Jul 2022
B-PINNs: Bayesian Physics-Informed Neural Networks for Forward and Inverse PDE Problems with Noisy Data Liu Yang Xuhui Meng George Karniadakis PINN 183 760 0 13 Mar 2020