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Dominik K. Klein
Dominik K. Klein
Verified email at cps.tu-darmstadt.de
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Cited by
Year
Polyconvex anisotropic hyperelasticity with neural networks
DK Klein, M Fernández, RJ Martin, P Neff, O Weeger
Journal of the Mechanics and Physics of Solids 159, 104703, 2022
932022
Neural networks meet hyperelasticity: A guide to enforcing physics
L Linden, DK Klein, KA Kalina, J Brummund, O Weeger, M Kästner
Journal of the Mechanics and Physics of Solids 179, 105363, 2023
362023
Finite electro-elasticity with physics-augmented neural networks
DK Klein, R Ortigosa, J Martínez-Frutos, O Weeger
Computer Methods in Applied Mechanics and Engineering 400, 115501, 2022
292022
Advanced discretization techniques for hyperelastic physics-augmented neural networks
M Franke, DK Klein, O Weeger, P Betsch
Computer Methods in Applied Mechanics and Engineering 416, 116333, 2023
52023
Parametrized polyconvex hyperelasticity with physics-augmented neural networks
DK Klein, FJ Roth, I Valizadeh, O Weeger
Data-Centric Engineering 4, e25, 2023
32023
Multiscale modeling of functionally graded shell lattice metamaterials for additive manufacturing
M Shojaee, I Valizadeh, DK Klein, P Sharifi, O Weeger
Engineering with Computers, 1-18, 2023
22023
Nonlinear electro-elastic finite element analysis with neural network constitutive models
DK Klein, R Ortigosa, J Martínez-Frutos, O Weeger
arXiv preprint arXiv:2402.07007, 2024
12024
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Articles 1–7