M.Sc. Dominik Klein

Scientific staff

Contact

work +49 6151 16-24377

Work S4|10 312
Dolivostr. 15
64293 Darmstadt

  • 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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