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2110.13440
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A deep learning driven pseudospectral PCE based FFT homogenization algorithm for complex microstructures
26 October 2021
Alexander Henkes
I. Caylak
R. Mahnken
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Papers citing
"A deep learning driven pseudospectral PCE based FFT homogenization algorithm for complex microstructures"
4 / 4 papers shown
Title
Deep Learning in Deterministic Computational Mechanics
L. Herrmann
Stefan Kollmannsberger
AI4CE
PINN
35
0
0
27 Sep 2023
Spiking neural networks for nonlinear regression
Alexander Henkes
Jason Eshraghian
Henning Wessels
29
26
0
06 Oct 2022
Three-dimensional microstructure generation using generative adversarial neural networks in the context of continuum micromechanics
Alexander Henkes
Henning Wessels
3DV
MedIm
AI4CE
15
38
0
31 May 2022
Physics informed neural networks for continuum micromechanics
Alexander Henkes
Henning Wessels
R. Mahnken
PINN
AI4CE
8
139
0
14 Oct 2021
1