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 - present Doctoral Candidate at the Chair of Computational Solid Mechanics, TU Munich
2020 - 2023

Doctoral Candidate at the Laboratory of Finite-Element-Method, OTH Regensburg
2018 - 2020 Master of Science (M.Sc.) in Mechanical Engineering, OTH Regensburg
2014 - 2018 Bachelor 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