Skip to content
Technical University of Munich
Picture of Tobias Lehrer

Tobias Lehrer, M.Sc.

Technical University of Munich

Associate Professorship of Computational Mechanics (Prof. Duddeck)

Place of employment

Associate Professorship of Computational Mechanics (Prof. Duddeck)

Theresienstr. 90(0106)/II
80333 München

Curriculum Vitae

2023 - PresentDoctoral Candidate at the Chair of Computational Solid Mechanics, TU Munich
2020 - 2023Doctoral Candidate at the Laboratory of Finite-Element-Method, OTH Regensburg
2018 - 2020Master of Science (M.Sc.) in Mechanical Engineering, OTH Regensburg
2014 - 2018Bachelor of Engineering (B.Eng.) in Mechanical Engineering, OTH Regensburg

Fields of Research

  • Machine Learning and Surrogate modeling
  • Data Augmentation, synthetic data, and generative AI
  • Sheet Metal Forming (Deep Drawing)
  • Sensitivity Analysis

Research Project

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

Teaching

Semester Course name
WiSe Seminar Structural Optimization 2
SoSe Computational Mechanics for Car Body Design
Sose Structural Mechanics Modeling

 

Publications

SearchNote: This “quick search” only finds text in the shown fields, not in abstracts or keywords. The search term must have at least 3 letters.

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; Stocker, Philipp; Duddeck, Fabian; Wagner, Marcus: Comparison of Low vs. High Dimensional Machine Learning Approaches for Sheet Metal Drawability Assessment. III. International Conference on Computational Science and AI in Industry, 2023 more… BibTeX
  • 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

  • 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
  • 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
  • Wagner, Marcus; Lehrer, Tobias; Franke, Markus; Al-Abadi, Ali; Gamil, Ahmed: A Tank Resonance Model for Power Transformers. 7th Advanced Research Workshop on Transformers, 2022 Baiona, Spain more… BibTeX

2021

  • Schmailzl, Anton; Käsbauer, Johannes; Martan, Jiří; Honnerová, Petra; Schäfer, Felix; Fichtl, Maximilian; Lehrer, Tobias; Prušáková, L.; Tesař, Jiří; Skála, J.; Honner, Milan; Hierl, Stefan: Measurement of Core Temperature through Semi-Transparent Polyamide 6 using Scanner-Integrated Pyrometer in Laser Welding. International Journal of Heat and Mass Transfer 146 (January), 2021 more… BibTeX Full text ( DOI )
To top