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Research Portal of the TU Dresden

Dr.-Ing. Karl Alexander Kalina
Person

Affiliations

Chair of Computational and Experimental Solid Mechanics
- Academic Staff
- karl_alexander.kalina@tu-dresden.de

Identification Numbers

ORCID	0000-0001-6170-4069
Scopus author ID	57190814587

Related content

Research output
Activities
Prizes

Utilizing physics‐augmented neural networks to predict the material behavior according to Yeoh's law

Maurer, L., Eisenträger, S., Kalina, K. & Juhre, D., 12 Nov 2024, In: Proceedings in Applied Mathematics and Mechanics: PAMM.

Research output: Contribution to journal › Research article › Contributed › peer-review

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

Kalina, K. A., Brummund, J., Sun, W. & Kästner, M., 4 Oct 2024.

Research output: Preprint/Documentation/Report › Preprint

Fast descriptor-based 2D and 3D microstructure reconstruction using the Portilla-Simoncelli algorithm

Seibert, P., Rassloff, A., Kalina, K. & Kästner, M., 22 Jul 2024, (E-pub ahead of print) In: Engineering with computers. 19 p.

Research output: Contribution to journal › Research article › Contributed › peer-review

Viscoelasticity with physics-augmented neural networks: model formulation and training methods without prescribed internal variables

Rosenkranz, M., Kalina, K. A., Brummund, J., Sun, W. & Kästner, M., 6 May 2024, In: Computational Mechanics : solids, fluids, engineered materials, aging infrastructure, molecular dynamics, heat transfer, manufacturing processes, optimization, fracture & integrity. 2024, 6, 23 p.

Research output: Contribution to journal › Research article › Contributed › peer-review

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

Kalina, K. A., Gebhart, P., Brummund, J., Linden, L., Sun, W. & Kästner, M., Mar 2024, In: Computer Methods in Applied Mechanics and Engineering. 421, 116739.

Research output: Contribution to journal › Research article › Contributed › peer-review

View all research output (39)

Inverse design of spinodoid structures through Bayesian optimization

Otto, A. (Speaker), Raßloff, A. (Involved person), Seibert, P. (Involved person), Kalina, K. A. (Involved person), Gebhardt, U. (Involved person), Kästner, M. (Involved person)

25 Sept 2024

Activity: Talk or presentation at external institutions/events › Talk/Presentation › Contributed

Neural networks meet magneto-mechanics: A framework for automated model generation

Kalina, K. A. (Speaker), Brummund, J. (Involved person), Gebhart, P. (Involved person), Wallmersperger, T. (Involved person), Sun, W. (Involved person), Kästner, M. (Involved person)

25 Sept 2024 → 27 Sept 2024

Activity: Talk or presentation at external institutions/events › Talk/Presentation › Contributed

Constitutive modeling with physics-augmented neural networks

Kalina, K. A. (Speaker), Linden, L. (Involved person), Rosenkranz, M. (Involved person), Brummund, J. (Involved person), Klein, D. (Involved person), Weeger, O. (Involved person), Sun, W. (Involved person), Kästner, M. (Involved person)

26 Aug 2024 → 29 Aug 2024

Activity: Talk or presentation at external institutions/events › Talk/Presentation › Contributed

Application of physics-augmented neural networks to multiscale problems

Kalina, K. A. (Speaker), Brummund, J. (Involved person), Sun, W. (Involved person), Kästner, M. (Involved person)

21 Jul 2024 → 26 Jul 2024

Activity: Talk or presentation at external institutions/events › Talk/Presentation › Contributed

Neural networks meet phase-field: A hybrid fracture model

Dammaß, F. G. (Speaker), Kalina, K. A. (Involved person), Kästner, M. (Involved person)

Jul 2024

Activity: Talk or presentation at external institutions/events › Talk/Presentation › Contributed

View all activities (30)

Dr.-Klaus-Körper-Preis in Würdigung einer exzellenten Promotionsleistung in Angewandter Mathematik und Mechanik

Kalina, K. A. (Recipient), 10 Mar 2022

Prize: PhD Thesis Prize

View all prizes (1)