Dr.-Ing. Dominik Klein
Scientific staff (postdoc)
Contact
klein@cps.tu-...
work +49 6151 16-23075
Work
S4|10 402
Dolivostr. 15
64293
Darmstadt
Links
- Material modeling with Physics-Informed Neural Networks
- Material modeling for solid bodies
- Finite element methods
- Support of the lecture “Multiscale Methods in Computational Mechanics“
- Tutorial “Machine Learning in Solid Mechanics”
| 10 / 2014 – 02 / 2018 | B.Eng. in Mechanical Engineering, TH Bingen, Bachelor’s thesis: FEM implementation of a model for the softening of filled rubber |
| 04 / 2018 – 06 / 2020 | Student Research Assistant at the Cyber-Physical Simulation Group, the Institute of Structural Mechanics and Design, and the Institute for Solid Mechanics, TU Darmstadt |
| 04 / 2018 – 02 / 2021 | M.Sc. in Mechanics, TU Darmstadt, Master’s thesis: Investigation of the mathematical properties of anisotropic constitutive models based on artificial neural networks |
| 05 / 2021 – 11 / 2021 | Doctoral Student, Graduate School CE, TU Darmstadt |
| since 12 / 2021 | Research Assistant, Cyber-Physical Simulation, TU Darmstadt |
- 18th European Mechanics of Materials Conference (EMMC 18),
Oxford, United Kingdom, April 4-6, 2022 - GAMM AG Data Workshop 2021,
Geesthacht, Germany, December 15, 2021 (Virtual) - Kaiserslautern Applied and Industrial Mathematics Days (KLAIM 2021),
Kaiserslautern, Germany, October 11-13, 2021
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