Alexander Henkes

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Nonlinear Regression

Detecting Outliers

Top Venues

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)