Jörg Brummund

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Highly Nonlinear

Affine Invariant

Top Venues

Publications

Max Rosenkranz, Karl A. Kalina, Jörg Brummund, WaiChing Sun, Markus Kästner
Viscoelasticty with physics-augmented neural networks: Model formulation and training methods without prescribed internal variables. CoRR (2024)
Max Rosenkranz, Karl A. Kalina, Jörg Brummund, Markus Kästner
A comparative study on different neural network architectures to model inelasticity. CoRR (2023)
Lennart Linden, Dominik K. Klein, Karl A. Kalina, Jörg Brummund, Oliver Weeger, Markus Kästner
Neural networks meet hyperelasticity: A guide to enforcing physics. CoRR (2023)
Karl A. Kalina, Philipp Gebhart, Jörg Brummund, Lennart Linden, WaiChing Sun, Markus Kästner
Neural network-based multiscale modeling of finite strain magneto-elasticity with relaxed convexity criteria. CoRR (2023)
Karl A. Kalina, Lennart Linden, Jörg Brummund, Markus Kästner
- An efficient data-driven multiscale approach based on physics-constrained neural networks and automated data mining. CoRR (2022)