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 and simulation of fracture in viscoelastic materials, 14 Dec 2021, In: Proceedings in applied mathematics and mechanics : PAMM. 21, 1Electronic (full-text) versionResearch output: Contribution to journal > Conference article
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Analysis of the remote laser cutting process induced damage in carbon fibre reinforced polymers, 1 Dec 2021, In: PAMM. 21, 1, e202100099Electronic (full-text) versionResearch output: Contribution to journal > Conference article
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Applicability of strain energy density criterion for fracture prediction of notched PLA specimens produced via fused deposition modeling, Dec 2021, In: Engineering fracture mechanics. 258, 108103Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Prediction of the anisotropic crack resistance of heterogeneous microstructures using a crack phase‐field model, Dec 2021Electronic (full-text) versionResearch output: Contribution to conferences > Paper
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Estimation of fatigue life for clinched joints with the Local Strain Approach incorporating the impact of cold forming to cyclic material properties, 15 Nov 2021, MATEC Web Conferences: 6th International Conference of Engineering Against Failure (ICEAF-VI 2021) . Vol. 349. 8 p., 04005Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Accessing pore microstructure–property relationships for additively manufactured materials, Nov 2021, In: GAMM-Mitteilungen / Gesellschaft für Angewandte Mathematik und Mechanik. 44, 4, e202100012Electronic (full-text) versionResearch output: Contribution to journal > Research article
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A data-driven approach for approximating non-linear dynamic systems using LSTM networks, Nov 2021, In: Procedia Structural Integrity. 38, C, 9 p.Electronic (full-text) versionResearch output: Contribution to journal > Conference article
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Modeling and simulation of interface failure in metal-composite hybrids, 29 Sep 2021, In: Composites Science and Technology. 214, 108965Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Analysis of process-induced damage in remote laser cut carbon fibre reinforced polymers, Sep 2021, In: Journal of Materials Processing Technology. 295, 117162Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Additive manufacturing applications of phase-field-based topology optimization using adaptive isogeometric analysis, 12 Aug 2021, In: GAMM-Mitteilungen / Gesellschaft für Angewandte Mathematik und Mechanik. 2021, e202190003, e202100013Electronic (full-text) versionResearch output: Contribution to journal > Research article
This information is provided by the FIS.