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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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
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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
2025
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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 Sep 2025 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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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 Sep 2025 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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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 Sep 2025 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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When invariants matter: Invariant-based physics-augmented neural networks Dammaß, F. G. (Speaker), Friedrichs, K. (Involved person), Kalina, K. A. (Involved person), Kästner, M. (Involved person) 24 Sep 2025 Activity: Talk or presentation at external institutions/events > Keynote > Invited
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Modeling of Soft Materials with Physics-Augmented Neural Networks Kalina, K. A. (Speaker) 21 Sep 2025 → 24 Sep 2025 Activity: Talk or presentation at external institutions/events > Keynote > Invited
This information is provided by the FIS.
Awards
- 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
- Archive of Applied Mechanics
- 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 Material Forming
- Journal of the Mechanics and Physics of Solids
- Mechanics of Materials
- Mechanics of Time-Dependent Materials
- Technische Mechanik