Karl A. Kalina

According to our database, Karl A. Kalina authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of four.

2024

Fast Reconstruction of Microstructures with Ellipsoidal Inclusions Using Analytical Descriptors.

Paul Seibert, Markus Husert, Maximilian P. Wollner, Karl A. Kalina, Markus Kästner

Comput. Aided Des., January, 2024

Neural networks meet anisotropic hyperelasticity: A framework based on generalized structure tensors and isotropic tensor functions.

Karl A. Kalina, Jörg Brummund, WaiChing Sun, Markus Kästner

CoRR, 2024

Viscoelasticty with physics-augmented neural networks: Model formulation and training methods without prescribed internal variables.

Max Rosenkranz, Karl A. Kalina, Jörg Brummund, WaiChing Sun, Markus Kästner

CoRR, 2024

2023

Neural network-based multiscale modeling of finite strain magneto-elasticity with relaxed convexity criteria.

Karl A. Kalina, Philipp Gebhart, Jörg Brummund, Lennart Linden, WaiChing Sun, Markus Kästner

CoRR, 2023

A comparative study on different neural network architectures to model inelasticity.

Max Rosenkranz, Karl A. Kalina, Jörg Brummund, Markus Kästner

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

FE^ANN - An efficient data-driven multiscale approach based on physics-constrained neural networks and automated data mining.

Karl A. Kalina, Lennart Linden, Jörg Brummund, Markus Kästner

CoRR, 2022