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
2018
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Two- and three-dimensional modeling approaches in magneto-mechanics: A quantitative comparison, 2018, In: Archive of Applied Mechanics. 89 (2018), p. 47-62, 16 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
2017
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Microscale Modeling and Simulation of Magnetorheological Elastomers, 2017, In: Proceedings in Applied Mathematics and Mechanics: PAMM. 17, 1, p. 27-30, 3 p.Electronic (full-text) versionResearch output: Contribution to journal > Conference article
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Modeling of magnetic hystereses in soft MREs filled with NdFeB particles, 2017, In: Smart Materials and Structures. 26, 10, p. 105019, 12 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
2016
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A numerical study on magnetostrictive phenomena in magnetorheological elastomers, 2016, In: Computational Materials Science. 124 (2016), p. 364-374, 11 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Microscale modeling and simulation of magnetorheological elastomers at finite strains: A study on the influence of mechanical preloads, 2016, In: International Journal of Solids and Structures. 102-103, p. 286-296, 11 p.Electronic (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