Physics informed neural networks for continuum micromechanics A Henkes, H Wessels, R Mahnken PAMM 21 (1), e202100040, 2021 | 110 | 2021 |
The Neural Particle Method -- An Updated Lagrangian Physics Informed Neural Network for Computational Fluid Dynamics H Wessels, C Weißenfels, P Wriggers Computer Methods in Applied Mechanics and Engineering, 2020 | 106 | 2020 |
Generating virtual process maps of SLM using powder-scale SPH simulations JP Fürstenau, H Wessels, C Weißenfels, P Wriggers Computational Particle Mechanics 7 (4), 655-677, 2020 | 62 | 2020 |
Investigation of heat source modeling for selective laser melting H Wessels, T Bode, C Weißenfels, P Wriggers, TI Zohdi Computational Mechanics 63, 949-970, 2019 | 49 | 2019 |
Metal particle fusion analysis for additive manufacturing using the stabilized optimal transportation meshfree method H Wessels, C Weißenfels, P Wriggers Computer Methods in Applied Mechanics and Engineering 339, 91-114, 2018 | 44 | 2018 |
Three-dimensional microstructure generation using generative adversarial neural networks in the context of continuum micromechanics A Henkes, H Wessels Computer Methods in Applied Mechanics and Engineering 400, 115497, 2022 | 31 | 2022 |
Spiking neural networks for nonlinear regression A Henkes, JK Eshraghian, H Wessels Royal Society Open Science 11 (5), 231606, 2024 | 27 | 2024 |
Thermo-mechanical modeling for selective laser melting H Wessels Leibniz Universität Hannover, Institut für Kontinuumsmechanik; B 19/3, 2019 | 12 | 2019 |
Physics-informed neural networks for material model calibration from full-field displacement data D Anton, H Wessels arXiv preprint arXiv:2212.07723, 2022 | 11 | 2022 |
Identification of material parameters from full-field displacement data using physics-informed neural networks D Anton, H Wessels Researchgate Preprint, 2021 | 11 | 2021 |
Computational homogenization using convolutional neural networks H Wessels, C Böhm, F Aldakheel, M Hüpgen, M Haist, L Lohaus, ... Current trends and open problems in computational mechanics, 569-579, 2022 | 9 | 2022 |
Current trends and open problems in computational mechanics F Aldakheel, B Hudobivnik, M Soleimani, H Wessels, C Weißenfels, ... Springer, 2022 | 9 | 2022 |
Inferring displacement fields from sparse measurements using the statistical finite element method VB Narouie, H Wessels, U Römer Mechanical Systems and Signal Processing 200, 110574, 2023 | 8 | 2023 |
Current trends and open problems in computational mechanics S Kumar, DM Kochmann, F Aldakheel, B Hudobivnik, M Soleimani, ... Springer International Publishing, Cham, 2022 | 8 | 2022 |
Simulation von selective laser melting prozessen H Wessels, M Gieseke, C Weißenfels, S Kaierle, P Wriggers, L Overmeyer Additive Manufacturing Quantifiziert: Visionäre Anwendungen und Stand der …, 2017 | 6 | 2017 |
Reduced and all-at-once approaches for model calibration and discovery in computational solid mechanics U Römer, S Hartmann, JA Tröger, D Anton, H Wessels, M Flaschel, ... arXiv preprint arXiv:2404.16980, 2024 | 2 | 2024 |
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 | 1 | 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 |
Model order reduction for transient coupled diffusion-deformation of hydrogels G Agarwal, JH Urrea-Quintero, H Wessels, T Wick arXiv preprint arXiv:2403.08968, 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 |