Henning Wessels

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Computationally Tractable

Nonlinear Regression

Physical Models

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)
Ulrich Römer, Stefan Hartmann, Jendrik-Alexander Tröger, David Anton, Henning Wessels, Moritz Flaschel, Laura De Lorenzis
Reduced and All-at-Once Approaches for Model Calibration and Discovery in Computational Solid Mechanics. 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)
Gopal Agarwal, Jorge-Humberto Urrea-Quintero, Henning Wessels, Thomas Wick
Model order reduction for transient coupled diffusion-deformation of hydrogels. CoRR (2024)
Vahab B. Narouie, Henning Wessels, Ulrich Römer
Inferring Displacement Fields from Sparse Measurements Using the Statistical Finite Element Method. CoRR (2022)
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)
David Anton, Henning Wessels
Physics-Informed Neural Networks for Material Model Calibration from Full-Field Displacement Data. CoRR (2022)
Alexander Henkes, Henning Wessels, Rolf Mahnken
Physics informed neural networks for continuum micromechanics. CoRR (2021)
Henning Wessels, Christian Weißenfels, Peter Wriggers
The Neural Particle Method - An Updated Lagrangian Physics Informed Neural Network for Computational Fluid Dynamics. CoRR (2020)