Professor
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
- 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
- DFG-Priority Program SPP 2013
Publications
2021
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Phase-field modelling for fatigue crack growth under laser-shock-peening-induced residual stresses , 2021, In: Archive of Applied MechanicsElectronic (full-text) versionResearch output: Contribution to journal > Research article
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Phase-Field Simulation of Crack Propagation at Adhesive Interfaces in Brittle Materials , 2021, In: Proceedings in applied mathematics and mechanics : PAMMElectronic (full-text) versionResearch output: Contribution to journal > Conference article
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Reconstructing random heterogeneous media through differentiable optimization , 2021, In: Computational Materials ScienceElectronic (full-text) versionResearch output: Contribution to journal > Research 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 (2021), 1, p. e202100144, 3 p.Electronic (full-text) versionResearch output: Contribution to journal > Conference article
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X-ray computer tomography (XCT) of fatigue damage in laser-machined versus milled carbon fiber reinforced polymer matrix composites , 2021, In: Engineering fracture mechanicsElectronic (full-text) versionResearch output: Contribution to journal > Research 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 (2020)Electronic (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