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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A macroscopic model for magneto‐active elastomers based on microscopic simulations, 2021, In: Proceedings in Applied Mathematics and Mechanics: PAMM. 20 (2020), 1, p. e202000208, 2 p.Electronic (full-text) versionResearch output: Contribution to journal > Conference article
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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
This information is provided by the FIS.
Conference Talks
2025
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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), Wallmersperger, T. (Involved person), Kästner, M. (Involved person) 27 May 2025 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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Anisotropic hyperelasticity meets physics-augmented neural networks Kalina, K. A. (Speaker), Brummund, J. (Involved person), Sun, W. (Involved person), Kästner, M. (Involved person) 7 Apr 2025 → 11 Apr 2025 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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Data-driven modeling of strain-induced crystallization based on physics-augmented neural networks Friedrichs, K. (Speaker), Dammaß, F. G. (Involved person), Kalina, K. A. (Involved person), Kästner, M. (Involved person) 7 Apr 2025 → 11 Apr 2025 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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Multiscale modeling of structured magnetorheological elastomers using physics-augmented neural networks Roth, H. T. (Speaker), Gebhart, P. (Involved person), Kalina, K. A. (Involved person), Wallmersperger, T. (Involved person), Kästner, M. (Involved person) 9 Apr 2025 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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Neural networks meet phase-field: Hybrid modelling of crack propagation Dammaß, F. G. (Speaker), Kalina, K. A. (Involved person), Kästner, M. (Speaker) 7 Apr 2025 Activity: Talk or presentation at external institutions/events > Talk/Presentation > Contributed
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