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Felix Fritzen

Prof. Dr.-Ing. Dipl.-Math. techn.

Data Analytics in Engineering
Institute of Applied Mechanics (MIB)


Universitätsstraße 32
70569 Stuttgart
Room: 2.332

Office Hours

on demand


The Heisenberg professorship for Data Analytics in Engineering is embedded into the Cluster of Excellence Data-Integrated Simulation Science (SimTech, EXC-2075 - DFG project number 390740016).

Scientific research topics include, but are not limited to:

  • data-driven surrogate models
  • uncertainty quantification for mechanical problems
  • image-based surrogate models
  • computational mechanics of materials
  • development of nonlinear model order reduction methods
  • high performance simulation of multiscale problems
  • microstructure modeling
  • material modeling


  • Participating Researcher
  • Coordinator PN 3


  • Doctoral Committee



  • Design of Physics-Aware Neural Networks: Symmetry constraints
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