Simon Stieber

Institute for Software & Systems Engineering
Phone: +49 821 598 2469
Room: 3052 (N)
Address: Universitätsstraße 6a, 86159 Augsburg

curriculum vitae

Curriculum Vitae

  • 2015 B.Sc. Computer Science (University of Applied Sciences Augsburg)
  • 2018 M.Sc. Computer Science (University Augsburg)

For a detailed CV please visit my  Website.

Research Interests

In general:

  • Deep Learning

  • Applications of Machine Learning for industrial use-cases (Part of Industry 4.0)

  • Automation and optimization of the manufacturing of carbon fiber composites

  • Fluid Dynamics

Current thesis topics:

CFRP simulations in different frameworks (German)


I am involved in the following research areas and projects:


Current Term

(applied filters: semester: current | lecturers: Simon Stieber | course types: all)
name semester type
Software für Industrie 4.0 summer semester 2023 Vorlesung
Seminar zu Robotik summer semester 2023 Seminar
Übung zu Software für Industrie 4.0 summer semester 2023 Übung





2023 | 2021 | 2020 | 2019


Simon Stieber, Niklas Schröter, Ewald Fauster, Marcel Bender, Alexander Schiendorfer and Wolfgang Reif. 2023. Inferring material properties from FRP processes via sim-to-real learning. DOI: 10.1007/s00170-023-11509-8
PDF | BibTeX | RIS | DOI


Jonas Wilfert, Niklas Paprotta, Oliver Kosak, Simon Stieber, Alexander Schiendorfer and Wolfgang Reif. 2021. A real-word realization of the AntNet routing algorithm with ActivityBots. DOI: 10.1109/ACSOS-C52956.2021.00072
PDF | BibTeX | RIS | DOI

Jonas Wilfert, Simon Stieber, Frederik Wilhelm and Wolfgang Reif. 2021. Genetic programming for fiber-threading for fiber-reinforced plastics. DOI: 10.1109/etfa45728.2021.9613726
PDF | BibTeX | RIS | DOI

Simon Stieber, Niklas Schroter, Ewald Fauster, Alexander Schiendorfer and Wolfgang Reif. 2021. PermeabilityNets: comparing neural network architectures on a sequence-to-instance task in CFRP manufacturing. DOI: 10.1109/icmla52953.2021.00116
PDF | BibTeX | RIS | DOI


Simon Stieber, Niklas Schröter, Alexander Schiendorfer, Alwin Hoffmann and Wolfgang Reif. 2020. FlowFrontNet: improving carbon composite manufacturing with CNNs.
PDF | BibTeX | RIS

Simon Stieber, Alwin Hoffmann, Alexander Schiendorfer, Wolfgang Reif, Matthias Beyrle, Jan Faber, Michaela Richter and Markus G. R. Sause. 2020. Towards real-time process monitoring and machine learning for manufacturing composite structures. DOI: 10.1109/ETFA46521.2020.9212097
PDF | BibTeX | RIS | DOI


Simon Stieber. 2019. Transfer learning for optimisation of carbon fiber reinforced polymer production. DOI: 10.19211/KUP9783737606974
PDF | BibTeX | RIS | DOI

Institute for Software & Systems Engineering

The Institute for Software & Systems Engineering (ISSE), directed by Prof. Dr. Wolfgang Reif, is a scientific institution within the Faculty of Applied Computer Science of the University of Augsburg. In research, the institute supports both fundamental and application-oriented research in all areas of software and systems engineering. In teaching, the institute facilitates the further development of the faculty's and university's relevant course offerings.