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Alexander Henkes
Alexander Henkes
Postdoctoral researcher
Bestätigte E-Mail-Adresse bei ethz.ch - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Physics informed neural networks for continuum micromechanics
A Henkes, H Wessels, R Mahnken
PAMM 21 (1), e202100040, 2021
972021
Three-dimensional microstructure generation using generative adversarial neural networks in the context of continuum micromechanics - Code
A Henkes
https://doi.org/10.5281/zenodo.6924532, 0
26*
Spiking neural networks for nonlinear regression
A Henkes, JK Eshraghian, H Wessels
arXiv preprint arXiv:2210.03515, 2022
242022
A deep learning driven pseudospectral PCE based FFT homogenization algorithm for complex microstructures
A Henkes, I Caylak, R Mahnken
Computer Methods in Applied Mechanics and Engineering 385, 114070, 2021
202021
Gan enables outlier detection and property monitoring for additive manufacturing of complex structures
A Henkes, L Herrmann, H Wessels, S Kollmannsberger
Available at SSRN 4627723, 2023
12023
A deep learning driven uncertain full‐field homogenization method
A Henkes, I Caylak, R Mahnken
PAMM 20 (1), e202000180, 2021
12021
Generative Adversarial Networks Enable Outlier Detection and Property Monitoring for Additive Manufacturing of Complex Structures
A Henkes, L Herrmann, H Wessels, S Kollmannsberger
Available at SSRN 4711476, 2024
2024
Generative adversarial networks for three‐dimensional microstructure generation
A Henkes, H Wessels
PAMM 22 (1), e202200064, 2023
2023
Physics informed neural networks for continuum micromechanics - Code
A Henkes
https://doi.org/10.5281/zenodo.6913329, 2022
2022
Artificial Neural Networks in Continuum Micromechanics
A Henkes
Dissertation, Braunschweig, Technische Universität Braunschweig, 2022, 2022
2022
Three-dimensional microstructure generation using generative adversarial neural networks in the context of continuum micromechanics
HW Alexander Henkes
Computer Methods in Applied Mechanics and Engineering 400, 115497, 2022
2022
Physics informed neural networks for continuum micromechanics
HW Alexander Henkes
https://arxiv.org/abs/2110.07374v1, 2021
2021
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