Ikuti
Dominik K. Klein
Dominik K. Klein
Email yang diverifikasi di cps.tu-darmstadt.de
Judul
Dikutip oleh
Dikutip oleh
Tahun
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
1492022
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
872023
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
432022
Parametrized polyconvex hyperelasticity with physics-augmented neural networks
DK Klein, FJ Roth, I Valizadeh, O Weeger
Data-Centric Engineering 4, e25, 2023
242023
Nonlinear electro-elastic finite element analysis with neural network constitutive models
DK Klein, R Ortigosa, J Martínez-Frutos, O Weeger
Computer Methods in Applied Mechanics and Engineering 425, 116910, 2024
112024
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
112023
Multiscale modeling of functionally graded shell lattice metamaterials for additive manufacturing
M Shojaee, I Valizadeh, DK Klein, P Sharifi, O Weeger
Engineering with Computers 40 (3), 2019-2036, 2024
102024
Physics-augmented neural networks for constitutive modeling of hyperelastic geometrically exact beams
JO Schommartz, DK Klein, JCA Cobo, O Weeger
Computer Methods in Applied Mechanics and Engineering 435, 117592, 2025
42025
Stable Port-Hamiltonian Neural Networks
FJ Roth, DK Klein, M Kannapinn, J Peters, O Weeger
arXiv preprint arXiv:2502.02480, 2025
2025
Neural networks meet hyperelasticity: A monotonic approach
DK Klein, M Hossain, K Kikinov, M Kannapinn, S Rudykh, AJ Gil
arXiv preprint arXiv:2501.02670, 2025
2025
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