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Mesh-free Eulerian Physics-Informed Neural Networks

Mesh-free Eulerian Physics-Informed Neural Networks

3 June 2022
F. A. Torres
M. Negri
Monika Nagy-Huber
M. Samarin
Volker Roth
    PINN
    AI4CE
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Papers citing "Mesh-free Eulerian Physics-Informed Neural Networks"

2 / 2 papers shown
Title
Efficient training of physics-informed neural networks via importance
  sampling
Efficient training of physics-informed neural networks via importance sampling
M. A. Nabian
R. J. Gladstone
Hadi Meidani
DiffM
PINN
71
222
0
26 Apr 2021
On the eigenvector bias of Fourier feature networks: From regression to
  solving multi-scale PDEs with physics-informed neural networks
On the eigenvector bias of Fourier feature networks: From regression to solving multi-scale PDEs with physics-informed neural networks
Sizhuang He
Hanwen Wang
P. Perdikaris
131
438
0
18 Dec 2020
1