Takip et
Dominik K. Klein
Dominik K. Klein
Doctoral student, Technical University of Darmstadt
cps.tu-darmstadt.de üzerinde doğrulanmış e-posta adresine sahip
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
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
1562022
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
932023
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
442022
Parametrized polyconvex hyperelasticity with physics-augmented neural networks
DK Klein, FJ Roth, I Valizadeh, O Weeger
Data-Centric Engineering 4, e25, 2023
262023
Pseudo-elastic cavitation model—part II: extension to cyclic behavior of transparent silicone adhesives
M Drass, N Bartels, J Schneider, D Klein
Glass Structures & Engineering 5, 67-82, 2020
172020
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
52025
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
Sistem, işlemi şu anda gerçekleştiremiyor. Daha sonra yeniden deneyin.
Makaleler 1–11