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Neural networks catching up with finite differences in solving partial
  differential equations in higher dimensions

Neural networks catching up with finite differences in solving partial differential equations in higher dimensions

14 December 2017
V. Avrutskiy
ArXivPDFHTML

Papers citing "Neural networks catching up with finite differences in solving partial differential equations in higher dimensions"

3 / 3 papers shown
Title
Training Image Derivatives: Increased Accuracy and Universal Robustness
Training Image Derivatives: Increased Accuracy and Universal Robustness
V. Avrutskiy
46
0
0
21 Oct 2023
HyperPINN: Learning parameterized differential equations with
  physics-informed hypernetworks
HyperPINN: Learning parameterized differential equations with physics-informed hypernetworks
Filipe de Avila Belbute-Peres
Yi-fan Chen
Fei Sha
PINN
14
38
0
28 Oct 2021
dNNsolve: an efficient NN-based PDE solver
dNNsolve: an efficient NN-based PDE solver
V. Guidetti
F. Muia
Y. Welling
A. Westphal
27
6
0
15 Mar 2021
1