关注
Dominik K. Klein
Dominik K. Klein
在 cps.tu-darmstadt.de 的电子邮件经过验证
标题
引用次数
引用次数
年份
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
1082022
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
532023
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
342022
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
82023
Parametrized polyconvex hyperelasticity with physics-augmented neural networks
DK Klein, FJ Roth, I Valizadeh, O Weeger
Data-Centric Engineering 4, e25, 2023
82023
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
42024
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
42023
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