Scholar
Karl A. Kalina
Google Scholar ID: kMY11EwAAAAJ
Institute of Solid Mechanics, TU Dresden
Citations & Impact
Citations
1,090
H-index
18
i10-index
23
Publications
20
Co-authors
28
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Published multiple research papers covering topics such as neural network models for incompressible hyperelasticity, inverse design of anisotropic microstructures using physics-augmented neural networks, a hybrid fracture model combining neural networks with phase-field, etc.
Research Experience
- Postdoc in GRK 2868 D3 Graduate School.
Education
- No specific educational background information provided.
Background
- Research interests include data-driven simulation techniques, application of neural networks in solid mechanics, modeling and simulation of magnetically active materials, nonlinear FEM, homogenization methods, coupled field problems, material modeling, parameter identification, and characterization and reconstruction of microstructures.
Miscellany
- Teaches 'Material Theory' in the summer semester, 'Multiscale Numerical Modeling' in the winter semester, and supervises exercises in both basic and advanced study programs.
