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 optimization
- 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
- Homogenization techniques for coupled problems
- Adaptive Isogeometric Analysis (IGA)
- Extended Finite Element Method (XFEM)
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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Phase-field modelling for fatigue crack growth under laser-shock-peening-induced residual stresses, Aug 2021, In: Archive of Applied Mechanics. 91, 8, p. 3709-3723, 15 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Reconstructing random heterogeneous media through differentiable optimization, Aug 2021, In: Computational Materials Science. 196, 110455Electronic (full-text) versionResearch output: Contribution to journal > Research article
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X-ray computer tomography (XCT) of fatigue damage in laser-machined versus milled carbon fiber reinforced polymer matrix composites, Jul 2021, In: Engineering fracture mechanics. 252, 107820Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Consideration of cyclic hardening and residual stresses in fatigue life calculations with the local strain approach, 7 Jun 2021, In: Archive of Applied Mechanics. 2021, 91, p. 3693-3707Research output: Contribution to journal > Research article
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Benchmark for the Coupled Magneto-Mechanical Boundary Value Problem in Magneto-Active Elastomers, May 2021, In: Materials. 14, 9, 11 p., 2380Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Projection Methods in Adaptive Isogeometric Analysis and its Application to Topology Optimization, 25 Jan 2021, In: Proceedings in applied mathematics and mechanics : PAMM. 20, 1Electronic (full-text) versionResearch output: Contribution to journal > Conference article
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Magneto-Mechanical Coupling in Magneto-Active Elastomers, 2 Jan 2021, In: Materials. 14, 2, p. 1-27, 27 p., 434Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Jump conditions in phase‐field modeling of interface fracture, Jan 2021Electronic (full-text) versionResearch output: Contribution to conferences > Paper
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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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A unified phase-field model of fracture in viscoelastic materials, 2021, In: Continuum mechanics and thermodynamics : analysis of complex materials and judicious evaluation of the environmentElectronic (full-text) versionResearch output: Contribution to journal > Research article
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