Dominik K. Klein

According to our database, Dominik K. Klein authored at least 6 papers between 2021 and 2024.

Collaborative distances:

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

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