Arne Kaps

Arne Kaps, M.Sc.

Technische Universität München

Professur für Computational Mechanics (Prof. Duddeck)

Dienstort

Professur für Computational Mechanics (Prof. Duddeck)

Work:
Theresienstr. 90(0106)/II
80333 München

Tel.: +49 (89) 289 - 28658
Fax: fax +49 (89) 289 - 22933
Raum: 0106.02.631
arne.kaps@tum.de

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Curriculum Vitae

2020	Dokorand am Fachgebiet Computational Mechanics, Technische Universität München
2018-2020	Master of Science (M.Sc.) in Maschinenwesen, Technische Universität München
2014-2018	Bachelor of Science (B.Sc.) in Ingenieurwissenschaften, Technische Universität München

Forschungsgebiete

Multi-fidelity Optimization
Response Surface Methods
Crashworthiness
Sheet Metal Forming

Forschungsprojekte

Verbesserte Herstellbarkeitsbewertung von Blechteilen in der frühen Designphase durch Einsatz von maschinellem Lernen

Lehre

Semester	Curse
WiSe	Athens
WiSe	Seminar Structural Optimisation 2
SoSe	Computational Mechanics for Car Body Design
SoSe	Structural Mechanics Modeling

Publikationen

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2023

Kaps, Arne; Lehrer, Tobias; Lepenies, Ingolf; Wagner, Marcus; Duddeck, Fabian: Multi-fidelity optimization of metal sheets concerning manufacturability in deep-drawing processes. Structural and Multidisciplinary Optimization 66 (8), 2023 mehr… BibTeX Volltext ( DOI )
Lehrer, Tobias; Kaps, Arne; Lepenies, Ingolf; Duddeck, Fabian; Wagner, Marcus: 2S-ML: A simulation-based classification and regression approach for drawability assessment in deep drawing. International Journal of Material Forming 16 (5), 2023 mehr… BibTeX Volltext ( DOI )

2022

Czech, Catharina; Arne Kaps; Fabian Duddeck;: Robust multi-fidelity optimization approach exploiting data-driven, non-linear model order reduction. 8th International Symposium on Reliability Engineering and Risk Management, 2022, 357 - 363 mehr… BibTeX Volltext ( DOI )
Kaps, Arne; Lehrer, Tobias; Komeilizadeh, Koushyar; Duddeck, Fabian: Adaptation of multi-fidelity optimization schemes to nonlinear structural dynamics applications. 8th European Congress on Computational Methods in Applied Sciences and Engineering, 2022 mehr… BibTeX
Kaps, Arne; Czech, Catharina; Duddeck, Fabian: A hierarchical kriging approach for multi-fidelity optimization of automotive crashworthiness problems. Structural and Multidisciplinary Optimization 65 (4), 2022 mehr… BibTeX Volltext ( DOI )
Komeilizadeh, Koushyar; Kaps, Arne; Duddeck, Fabian: Isovolumetric adaptations to space-filling design of experiments. Optimization and Engineering 24 (2), 2022, 1267-1288 mehr… BibTeX Volltext ( DOI )
Lehrer, Tobias; Kaps, Arne; Daiminger, Tobias; Lepenies, Ingolf; Duddeck, Fabian; Wagner, Marcus: Analysis of Global Sensitivities for One-Step and Multi-step Deep-Drawing Simulations. 16th German LS-DYNA Forum, 2022Bamberg, Germany mehr… BibTeX

2021

Kaps, Arne; Komeilizadeh, Koushyar; Duddeck, Fabian: An Iso-volumetric Weighting Approach to Increase Efficiency of Stratified Samplings. 14th World Congress of Structural and Multidisciplinary Optimization, 2021 mehr… BibTeX