Karl A. Kalina

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Highly Nonlinear

Wavelet Transform

Top Venues

Comput. Aided Des.

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)
Paul Seibert, Markus Husert, Maximilian P. Wollner, Karl A. Kalina, Markus Kästner
Fast Reconstruction of Microstructures with Ellipsoidal Inclusions Using Analytical Descriptors. Comput. Aided Des. 166 (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)