Login / Signup
Alexander Henkes
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 6
Top Topics
Nonlinear Regression
Deep Learning
Detecting Outliers
Neural Network
Top Venues
CoRR
Eng. Appl. Artif. Intell.
</>
Publications
</>
David Anton
,
Jendrik-Alexander Tröger
,
Henning Wessels
,
Ulrich Römer
,
Alexander Henkes
,
Stefan Hartmann
Deterministic and statistical calibration of constitutive models from full-field data with parametric physics-informed neural networks.
CoRR
(2024)
Alexander Henkes
,
Leon Herrmann
,
Henning Wessels
,
Stefan Kollmannsberger
Generative adversarial networks enable outlier detection and property monitoring for additive manufacturing of complex structures.
Eng. Appl. Artif. Intell.
136 (2024)
Alexander Henkes
,
Henning Wessels
Three-dimensional microstructure generation using generative adversarial neural networks in the context of continuum micromechanics.
CoRR
(2022)
Alexander Henkes
,
Jason K. Eshraghian
,
Henning Wessels
Spiking neural networks for nonlinear regression.
CoRR
(2022)
Alexander Henkes
,
Henning Wessels
,
Rolf Mahnken
Physics informed neural networks for continuum micromechanics.
CoRR
(2021)
Alexander Henkes
,
Ismail Caylak
,
Rolf Mahnken
A deep learning driven pseudospectral PCE based FFT homogenization algorithm for complex microstructures.
CoRR
(2021)