Professor
© TUD/NEFM
Professor for Computational and Experimental Solid Mechanics
NameProf. Dr.-Ing. habil. Markus Kästner
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Chair of Computational and Experimental Solid Mechanics
Visiting address:
Zeunerbau, Room 353 George-Bähr-Straße 3c
01069 Dresden
Research
Data-driven analysis of processes, materials and structures
- Microstructure characterisation and reconstruction
- Description of Process-Structure-Property (PSP) linkages
- Exploration of PSP linkages and inverse materials design
- Virtual Sensing und clustering for load and stress analysis
- Digital twins for predictive maintenance
Development of data- and model-driven modeling techniques
- Physics-constrained neural networks for material modeling
- Data-driven multi-scale modeling with automated data augmentation
- Phase-field modeling of fracture and structural evolution processes
- Modeling of coupled boundary value problems
Experimental characterization and modeling of materials
- Damage and failure of additively manufactured materials
- Process-dependent fatigue behavior of materials
- Inelastic, rate-dependent material behavior of polymers
- Damage and failure of fibre reinforced composites
- Magnetosensitive elastomers and fluids
- Parameter identification and experimental validation of material models
Selected projects
- DFG-Priority Programme SPP 2489 DaMic
- DFG-Research Training Group GRK 2868 D³
- AMTwin - Data-driven analysis of processes, materials and structures for additive manufacturing
- ePredict - Predictive maintenance for electromobility
- LRVTwin - a digital twin for light rail vehicles
- Drucksache - multiscale characterization and modeling of additively manufactured lattice structures
Publications
2021
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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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Determination of the entire stent surface area by a new analytical method, 2 Dec 2020, In: Materials. 13, 24, p. 1-11, 11 p., 5633Electronic (full-text) versionResearch output: Contribution to journal > Research article
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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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A diffuse modeling approach for embedded interfaces in linear elasticity, 1 Mar 2020, In: GAMM-Mitteilungen. 43, 1, e202000001Electronic (full-text) versionResearch output: Contribution to journal > Research article
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An efficient phase-field model for fatigue fracture in ductile materials, 2020, In: Engineering Fracture Mechanics. 02/2020Electronic (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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Hybrid fibre reinforced thermoplastic hollow structures with a multi-scale structured metal load introduction element, 2020, Proceedings 4th International Conference Hybrid Materials and Structures 2020 . Hausmann, J. M., Siebert, M., von Hehl, A. & Weidenmann, K. A. (eds.). DGM - Deutsche Gesellschaft für Materialkunde e.V., p. 138-143, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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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
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Numerical modeling of single-step thermoforming of a hybrid metal/FRP lightweight structure, 2020, ECCM 2018 - 18th European Conference on Composite Materials. Applied Mechanics LaboratoryResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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