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A deep learning driven pseudospectral PCE based FFT homogenization
  algorithm for complex microstructures

A deep learning driven pseudospectral PCE based FFT homogenization algorithm for complex microstructures

26 October 2021
Alexander Henkes
I. Caylak
R. Mahnken
ArXivPDFHTML

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
Deep Learning in Deterministic Computational Mechanics
L. Herrmann
Stefan Kollmannsberger
AI4CE
PINN
35
0
0
27 Sep 2023
Spiking neural networks for nonlinear regression
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
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
Physics informed neural networks for continuum micromechanics
Alexander Henkes
Henning Wessels
R. Mahnken
PINN
AI4CE
8
139
0
14 Oct 2021
1