Dr.-Ing. Hagen Holthusen
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Physics-embedded neural networks, artificial intelligence, constitutive modeling, multi field analysis, model order reduction
Member at FAU MoD, Research Center for Mathematics of Data
Friedrich-Alexander-Universität Erlangen-Nürnberg
Department of Mechanical Engineering
Institute of Applied Mechanics (LTM)
Research Gate | ORCID | Google Scholar
News / Initiatives
FAU MoD Workshop L. Liverani / H. Holthusen, Talk: A Neural Network Companion to Inelasticity
Authors: Hagen Holthusen
Date: September, 2025
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AI in Mechanics
Authors: Hagen Holthusen
Date: June, 2025
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Publications
2026
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Accounting for plasticity: An extension of inelastic constitutive artificial neural networks
In: European Journal of Mechanics A-Solids 117 (2026), Article No.: 105998
ISSN: 0997-7538
DOI: 10.1016/j.euromechsol.2025.105998 - , , , :
The mechanics and physics of tofu: Understanding hydrated soft solids through feature networks
In: Journal of the Mechanics and Physics of Solids 213 (2026), Article No.: 106632
ISSN: 0022-5096
DOI: 10.1016/j.jmps.2026.106632 - , :
A complement to neural networks for anisotropic inelasticity at finite strains
In: Computer Methods in Applied Mechanics and Engineering 450 (2026), Article No.: 118612
ISSN: 0045-7825
DOI: 10.1016/j.cma.2025.118612
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