| Physics informed neural networks for continuum micromechanics A Henkes, H Wessels, R Mahnken PAMM 21 (1), e202100040, 2021 | 155 | 2021 |
| 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 | 43* | |
| Spiking neural networks for nonlinear regression A Henkes, JK Eshraghian, H Wessels Royal Society Open Science 11 (5), 231606, 2024 | 41 | 2024 |
| 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 | 24 | 2021 |
| Deterministic and statistical calibration of constitutive models from full-field data with parametric physics-informed neural networks D Anton, JA Tröger, H Wessels, U Römer, A Henkes, S Hartmann arXiv preprint arXiv:2405.18311, 2024 | 4 | 2024 |
| 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 | 1 | 2023 |
| Generative adversarial networks for three‐dimensional microstructure generation A Henkes, H Wessels PAMM 22 (1), e202200064, 2023 | 1 | 2023 |
| A deep learning driven uncertain full‐field homogenization method A Henkes, I Caylak, R Mahnken PAMM 20 (1), e202000180, 2021 | 1 | 2021 |
| Optimal control of partial differential equations in PyTorch using automatic differentiation and neural network surrogates D Khimin, J Roth, A Henkes, T Wick arXiv preprint arXiv:2408.12404, 2024 | | 2024 |
| Generalization capabilities of MeshGraphNets to unseen geometries for fluid dynamics R Schmöcker, A Henkes, J Roth, T Wick arXiv preprint arXiv:2408.06101, 2024 | | 2024 |
| 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 |
| Case Study II: Application of Transdisciplinarity in the Context of Sustainable Product Development A Henkes, A Klingebiel, LA Innem, M Richters, NF Torkaman, P Hesse, ... Climate Protection, Resource Efficiency, and Sustainable Engineering …, 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 |
Henning WesselsInstitute of Applied Mechanics, Technische Universität BraunschweigVerified email at tu-braunschweig.de