Dr.-Ing. Karl Kalina
© TUD/NEFM
Dr.-Ing. Karl Kalina
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Chair of Computational and Experimental Solid Mechanics
Visiting address:
Zeunerbau, Room 356 George-Bähr-Straße 3c
01069 Dresden
Research
- Data-driven simulation techniques
- Usage of neural networks in solid mechanics
- Modeling and simulation of magnetoactive materials
- Nonlinear FEM, homogenisation methods
- Coupled Problems, constitutive modeling, parameter identification
- Charectirization and reconstruction of microstructures
- Postdoc in RTG 2868 D3 Graduiertenkolleg 2868
- ResearchGate, GoogleScholar
Teaching
- Lecture Materialtheorie in summer term
- Lecture Mehrskalige numerische Modellierung in winter term
- Tutorials for basic and advanced courses
Publications
2021
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Particle Interactions in Magneto‐Active Elastomers: Experiments and Simulations, 2021, In: Proceedings in Applied Mathematics and Mechanics: PAMM. 20 (2020), 1, p. e202000277, 2 p.Electronic (full-text) versionResearch output: Contribution to journal > Conference article
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Thermodynamically consistent constitutive modeling of isotropic hyperelasticity based on artificial neural networks, 2021, In: Proceedings in Applied Mathematics and Mechanics: PAMM. 21, 1, p. e202100144, 3 p.Electronic (full-text) versionResearch output: Contribution to journal > Conference article
2020
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Corrigendum: Field-induced interactions in magneto-active elastomers—a comparison of experiments and simulations (2020 Smart Mater. Struct. 29 085026), 6 Oct 2020, In: Smart materials and structures. Vol. 29. p. 119501Electronic (full-text) versionResearch output: Contribution to specialist publication > Corrections (errata and retractions)
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A macroscopic model for magnetorheological elastomers based on microscopic simulations, 1 Jun 2020, In: International journal of solids and structures. 193-194, p. 200-212, 13 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Field-induced interactions in magneto-active elastomers - A comparison of experiments and simulations, 2020, In: Smart Materials and Structures. 29, 8, 9 p., 085026Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Multiscale modeling and simulation of magneto-active elastomers based on experimental data, 2020, In: Physical Sciences Reviews. 2020, p. 20200012, 31 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
2019
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Development of a Macro-Model for Magnetorheological Elastomers based on Microscopic Simulations, 2019, In: Proceedings in Applied Mathematics and Mechanics: PAMM. 19 (2019), 1, p. e201900288, 3 p.Electronic (full-text) versionResearch output: Contribution to journal > Conference article
2018
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A quantitative comparison of two- and three-dimensional modeling approaches for magnetorheological elastomers, 2018, In: Proceedings in Applied Mathematics and Mechanics: PAMM. 18 (2018), 1, p. e201800179, 2 p.Electronic (full-text) versionResearch output: Contribution to journal > Conference article
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Modeling and Simulation of Hysteresis Effects in Magnetorheological Elastomers, 2018, In: Proceedings in Applied Mathematics and Mechanics: PAMM. 18 (2018), 1, p. e201800319, 2 p.Electronic (full-text) versionResearch output: Contribution to journal > Conference article
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Reversible magnetomechanical collapse: virtual touching and detachment of rigid inclusions in a soft elastic matrix, 2018, In: Soft MatterElectronic (full-text) versionResearch output: Contribution to journal > Research article
This information is provided by the FIS.
Conference Talks
2026
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Viscoelasticity with Physics-Augmented Neural Networks: Model Formulation and Training Strategies Kalina, K. A. (Speaker), Riemer, B. (Involved person), Brummund, J. (Involved person), Linden, L. (Involved person), Klein, D. (Involved person), Weeger, O. (Involved person), Kästner, M. (Involved person) 19 Jul 2026 → 24 Jul 2026 Activity: Talk or presentation at external institutions/events > Keynote > Invited
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A precise, efficient and flexible physics-augmented neural network model for strain-induced crystallization Friedrichs, K. (Speaker), Dammaß, F. G. (Involved person), Kalina, K. A. (Involved person), Kästner, M. (Involved person) 23 Jul 2026 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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Data-Driven Surrogate Modeling of Elasticity and Yield Behavior in Spinodoid Architected Materials Otto, A. (Speaker), Fritzen, F. (Involved person), Keshav, S. (Involved person), Kalina, K. A. (Involved person), Kästner, M. (Involved person) 23 Jul 2026 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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Macroscale modeling of structured magnetorheological elastomers Roth, H. T. (Speaker), Gebhart, P. (Involved person), Kalina, K. A. (Involved person), Wallmersperger, T. (Involved person), Kästner, M. (Involved person) 21 Jul 2026 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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Precise, efficient and flexible modeling of crystallizing elastomers based on physics-augmented neural networks Friedrichs, K. (Speaker), Dammaß, F. G. (Involved person), Kalina, K. A. (Involved person), Kästner, M. (Involved person) 28 May 2026 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
This information is provided by the FIS.
Awards
- Richard-von-Mises Awardee in appreciation for excellent scientific achievements in Applied Mathematics and Mechanics 2026
- DAAD research scholarship for young scientists with doctorates (04/23 – 09/23)
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TU Dresden Postdoc starter kit (01/23 – 09/24)
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Dr.-Klaus-Körper Awardee in appreciation for an excellent dissertation in Applied Mathematics and Mechanics 2022
Activity as a reviewer for scientific project proposals
Activity as a reviewer for scientific journals
- Acta Mechanica
- Archive of Applied Mechanics
- Archives of Computational Methods in Engineering
- Cement and Concrete Composites
- Computational Mechanics
- Computer Methods in Applied Mechanics and Engineering
- Data-Centric Engineering
- European Journal of Mechanics - A/Solids
- Examples and Counterexamples
- International Journal for Numerical Methods in Engineering
- International Journal of Engineering Science
- International Journal of Material Forming
- International Journal of Solids and Structures
- Journal of the Mechanics and Physics of Solids
- Mechanics of Materials
- Mechanics of Time-Dependent Materials
- Proceedings in Applied Mathematics and Mechanics
- Technische Mechanik