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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

Precise, efficient and flexible modeling of crystallizing elastomers based on physics-augmented neural networks

Friedrichs, K., Dammaß, F., Kalina, K. A. & Kästner, M., 18 Nov 2025.

Research output: Preprint/Documentation/Report › Preprint

When invariants matter: The role of I1 and I2 in neural network models of incompressible hyperelasticity

Dammaß, F., Kalina, K. A. & Kästner, M., Nov 2025, In: Mechanics of Materials. 210, 105443.

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

Inverse design of anisotropic microstructures using physics-augmented neural networks

Jadoon, A. A., Kalina, K. A., Rausch, M. K., Jones, R. & Fuhg, J. N., Oct 2025, In: Journal of the Mechanics and Physics of Solids. 203, 106161.

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

Neural networks meet phase-field: A hybrid fracture model

Dammaß, F., Kalina, K. A. & Kästner, M., 30 Mar 2025, In: Computer Methods in Applied Mechanics and Engineering. 440 (2025), 27 p., 117937.

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

Inverse design of spinodoid structures using Bayesian optimization

Raßloff, A., Seibert, P., Kalina, K. A. & Kästner, M., 19 Feb 2025, In: Computational mechanics : solids, fluids, engineered materials, aging infrastructure, molecular dynamics, heat transfer, manufacturing processes, optimization, fracture & integrity. (2025), 22 p., 104726.

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

View all research output (45)

Data-Driven Constitutive Modeling with Physics-Augmented Neural Networks

Kalina, K. A. (Speaker)

3 Nov 2025

Activity: Talk or presentation at external institutions/events › Keynote › Invited

Constitutive Modeling with Physics-Augmented Neural Networks

Kalina, K. A. (Speaker)

28 Oct 2025

Activity: Talk or presentation at external institutions/events › Keynote › Invited

A data-driven decoupled multiscale scheme for the modeling of structured magnetorheological elastomers

Roth, H. T. (Speaker), Gebhart, P. (Involved person), Kalina, K. A. (Involved person), Kästner, M. (Involved person), Wallmersperger, T. (Involved person)

30 Sept 2025

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

Structure-propery linkages and inverse design of spinodoid architected materials

Otto, A. (Speaker), Rosenkranz, M. (Involved person), Kalina, K. A. (Involved person), Kästner, M. (Involved person)

25 Sept 2025

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

Data-Driven Multiscale Modeling of Magnetorheological Elastomers using Physics-Augmented Neural Networks

Roth, H. T. (Speaker), Gebhart, P. (Involved person), Kalina, K. A. (Involved person), Kästner, M. (Speaker), Wallmersperger, T. (Involved person)

24 Sept 2025

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

View all activities (57)

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)