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Curriculum Vitae

2019 Doctoral Candidate at the Chair of Computational Mechanics, Technische Universität München
2017-2019 Master of Science (M.Sc.) in Computational Science and Engineering, Technische Universität München
2013-2016 Bachelor of Science (B.Sc.) in Mechanical Engineering, Technische Universität München

Fields of Research

  • Data-driven model order reduction: intrusive and non-intrusive methods
  • Robustness analysis and optimization via model order reduction

Research Project

  • Multi-fidelity Failure Modeling and Optimization for Natural Fiber Structures in Complex Environments


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  • Go, Liang Sin; Jehle, Jonas S.; Rees, Marius; Czech, Catharina; Peldschus, Steffen; Duddeck, Fabian: Model order reduction techniques to identify submarining risk in a simplified human body model. Computer Methods in Biomechanics and Biomedical Engineering, 2023, 1-12 more… BibTeX Full text ( DOI )
  • Pretsch, Lisa; Arsenyev, Ilya; Czech, Catharina; Duddeck, Fabian: Interdisciplinary design optimization of compressor blades combining low- and high-fidelity models. Structural and Multidisciplinary Optimization 66 (4), 2023 more… BibTeX Full text ( DOI )


  • 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 )
  • Czech, Catharina; Seeber, Franziska; Khaloian Sarnaghi, Ani; Duddeck, Fabian: Quantification of spatial inhomogeneous material properties: Wooden laser scanned fibre deviations modelled by Gaussian processes. 8th European Congress on Computational Methods in Applied Sciences and Engineering, 2022 more… BibTeX
  • Czech, Catharina; Lesjak, Mathias; Bach, Christopher; Duddeck, Fabian: Data-driven models for crashworthiness optimisation: intrusive and non-intrusive model order reduction techniques. Structural and Multidisciplinary Optimization 65 (7), 2022 more… BibTeX Full text ( DOI )
  • 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 )


  • Czech, Catharina; Seeber, Franziska; Duddeck, Fabian; Khaloian Sarnaghi, Ani: Efficient uncertainty quantification for wood structures with inhomogeneous material properties via reduced order modeling. 1st International Conference on Computations for Science and Engineering, 2021 more… BibTeX


  • Czech, Catharina; Zidan, Mahmoud; Komeilizadeh, Koushyar; Duddeck, Fabian: Intrusive and non-intrusive approaches for data-driven modelling for impact and crash. 14th World Congress on Compuataional Mechanics, ECCOMAS Congress 2020, 2020Paris, France more… BibTeX