Dominik K. Klein

According to our database, Dominik K. Klein authored at least 10 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Stable Port-Hamiltonian Neural Networks.

Fabian J. Roth, Dominik K. Klein, Maximilian Kannapinn, Jan Peters, Oliver Weeger

CoRR, February, 2025

Neural networks meet hyperelasticity: A monotonic approach.

Dominik K. Klein, Mokarram Hossain, Konstantin Kikinov, Maximilian Kannapinn, Stephan Rudykh, Antonio J. Gil

CoRR, January, 2025

2024

Multiscale modeling of functionally graded shell lattice metamaterials for additive manufacturing.

Mohammad Shojaee, Iman Valizadeh, Dominik K. Klein, P. Sharifi, Oliver Weeger

Eng. Comput., June, 2024

Physics-augmented neural networks for constitutive modeling of hyperelastic geometrically exact beams.

Jasper O. Schommartz, Dominik K. Klein, Juan C. Alzate Cobo, Oliver Weeger

CoRR, 2024

Nonlinear electro-elastic finite element analysis with neural network constitutive models.

Dominik K. Klein, Rogelio Ortigosa, Jesús Martínez-Frutos, Oliver Weeger

CoRR, 2024

2023

Parametrised polyconvex hyperelasticity with physics-augmented neural networks.

Dominik K. Klein, Fabian J. Roth, Iman Valizadeh, Oliver Weeger

CoRR, 2023

Advanced discretization techniques for hyperelastic physics-augmented neural networks.

Marlon Franke, Dominik K. Klein, Oliver Weeger, Peter Betsch

CoRR, 2023

Neural networks meet hyperelasticity: A guide to enforcing physics.

Lennart Linden, Dominik K. Klein, Karl A. Kalina, Jörg Brummund, Oliver Weeger, Markus Kästner

CoRR, 2023

2022

Finite electro-elasticity with physics-augmented neural networks.

Dominik K. Klein, Rogelio Ortigosa, Jesús Martínez-Frutos, Oliver Weeger

CoRR, 2022

2021

Polyconvex anisotropic hyperelasticity with neural networks.

Dominik K. Klein, Mauricio Fernández, Robert J. Martin, Patrizio Neff, Oliver Weeger

CoRR, 2021