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Technical University of Munich
Technical University of Munich

Picture of Arne Kaps

Arne Kaps, M.Sc.

Technical University of Munich

Associate Professorship of Computational Mechanics (Prof. Duddeck)

Place of employment

Associate Professorship of Computational Mechanics (Prof. Duddeck)

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

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Curriculum Vitae

2019 Doctoral Candidate at the Chair of Computational Mechanics, Technische Universität München
2018-2020 Master of Science (M.Sc.) in Mechanical Engineering, Technische Universität München
2014-2018 Bachelor of Science (B.Sc.) in Mechanical Engineering, Technische Universität München

Fields of Research

  • Multi-fidelity Optimization
  • Response Surface Methods
  • Crashworthiness
  • Sheet Metal Forming

Research Project

  • Enhanced early stage prediction of manufacturability of sheet metal parts through machine learning

Teaching

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

Publications

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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 more… BibTeX Full text ( 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 more… BibTeX Full text ( 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 more… BibTeX Full text ( 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 more… 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 more… BibTeX Full text ( DOI )
  • Komeilizadeh, Koushyar; Kaps, Arne; Duddeck, Fabian: Isovolumetric adaptations to space-filling design of experiments. Optimization and Engineering 24 (2), 2022, 1267-1288 more… BibTeX Full text ( 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 more… 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 more… BibTeX
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