Tobias Lehrer

Tobias Lehrer, 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
Raum: 0106.02.631
tobias.lehrer@tum.de

vCard-Datei von TUMonline herunterladen

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

Forschungsgebiete

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

Forschungsprojekte

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

Lehre

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

Publikationen

Suche

Kein Ergebnis

Hinweis: Die „Schnellsuche“ findet nur Text in den angezeigten Feldern; nicht in Abstracts oder Schlagwörtern. Der Suchbegriff muss mindestens 3 Buchstaben lang sein.

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; 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 mehr… 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 mehr… BibTeX Volltext ( 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 mehr… 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 mehr… 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 mehr… 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 mehr… BibTeX Volltext ( DOI )