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2020 – today
- 2026
[i16]Hooman Danesh, Henning Wessels
:
Bayesian-guided inverse design of hyperelastic microstructures: Application to stochastic metamaterials. CoRR abs/2603.15917 (2026)- 2025
- [j2]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. Adv. Model. Simul. Eng. Sci. 12(1): 12 (2025) - [i15]Pallavi Sharma, Jorge-Humberto Urrea-Quintero, Bogdan Bogdan, Adrian-Dumitru Ciotec, Laura Vasilie, Henning Wessels, Matteo Skull:
Drivetrain simulation using variational autoencoders. CoRR abs/2501.17653 (2025) - [i14]Hesameddin Safari, Henning Wessels:
Physics-Informed Surrogates for Temperature Prediction of Multi-Tracks in Laser Powder Bed Fusion. CoRR abs/2502.01820 (2025) - [i13]Jorge-Humberto Urrea-Quintero, David Anton, Laura De Lorenzis, Henning Wessels:
Automated Constitutive Model Discovery by Pairing Sparse Regression Algorithms with Model Selection Criteria. CoRR abs/2509.16040 (2025) - [i12]Vahab B. Narouie, Jorge-Humberto Urrea-Quintero, Fehmi Cirak, Henning Wessels:
Unsupervised Constitutive Model Discovery from Sparse and Noisy Data. CoRR abs/2510.13559 (2025) - [i11]David Anton, Henning Wessels, Ulrich Römer, Alexander Henkes, Jorge-Humberto Urrea-Quintero:
Uncertainty quantification in model discovery by distilling interpretable material constitutive models from Gaussian process posteriors. CoRR abs/2510.22345 (2025) - 2024
- [j1]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: 108993 (2024) - [i10]Gopal Agarwal, Jorge-Humberto Urrea-Quintero, Henning Wessels, Thomas Wick:
Model order reduction for transient coupled diffusion-deformation of hydrogels. CoRR abs/2403.08968 (2024) - [i9]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 abs/2404.16980 (2024) - [i8]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 abs/2405.18311 (2024) - [i7]Vahab B. Narouie, Henning Wessels, Fehmi Cirak, Ulrich Römer:
Mechanical State Estimation with a Polynomial-Chaos-Based Statistical Finite Element Method. CoRR abs/2412.05037 (2024) - 2022
- [i6]Alexander Henkes, Henning Wessels:
Three-dimensional microstructure generation using generative adversarial neural networks in the context of continuum micromechanics. CoRR abs/2206.01693 (2022) - [i5]Alexander Henkes, Jason K. Eshraghian, Henning Wessels:
Spiking neural networks for nonlinear regression. CoRR abs/2210.03515 (2022) - [i4]David Anton, Henning Wessels:
Physics-Informed Neural Networks for Material Model Calibration from Full-Field Displacement Data. CoRR abs/2212.07723 (2022) - [i3]Vahab B. Narouie, Henning Wessels, Ulrich Römer:
Inferring Displacement Fields from Sparse Measurements Using the Statistical Finite Element Method. CoRR abs/2212.13467 (2022) - 2021
- [i2]Alexander Henkes, Henning Wessels, Rolf Mahnken:
Physics informed neural networks for continuum micromechanics. CoRR abs/2110.07374 (2021) - 2020
- [i1]Henning Wessels, Christian Weißenfels, Peter Wriggers:
The Neural Particle Method - An Updated Lagrangian Physics Informed Neural Network for Computational Fluid Dynamics. CoRR abs/2003.10208 (2020)
Coauthor Index
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