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 | 108 | 2022 |
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 | 53 | 2023 |
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 | 34 | 2022 |
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 | 8 | 2023 |
Parametrized polyconvex hyperelasticity with physics-augmented neural networks DK Klein, FJ Roth, I Valizadeh, O Weeger Data-Centric Engineering 4, e25, 2023 | 8 | 2023 |
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 | 4 | 2024 |
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 | 4 | 2023 |