Towards hybrid and explainable data-driven models for forming processes: addressing the gap between simulation, process data, and model validation

Research Square

Authors 22

1. Daria Gelbich Aachen Manufacturing Technology Institute MTI

   RWTH Aachen University

   Affiliation as printed

   Manufacturing Technology Institute - MTI of RWTH Aachen University

2. Markus Schumann

   Technische Universität Darmstadt

   Affiliation as printed

   Institut für Produktionstechnik und Umformmaschinen (PTU), Technische Universität Darmstadt

3. Jonas Moske

   Technische Universität Darmstadt

   Affiliation as printed

   Institut für Produktionstechnik und Umformmaschinen (PTU), Technische Universität Darmstadt

4. Philipp Niemietz Aachen Manufacturing Technology Institute MTI

   RWTH Aachen University

   Affiliation as printed

   Manufacturing Technology Institute - MTI of RWTH Aachen University

5. Pascal Heinzelmann

   University of Stuttgart

   Affiliation as printed

   Institute for Metal Forming Technology, University of Stuttgart

6. Jonas Knoche

   University of Siegen

   Affiliation as printed

   Institute of Forming Technology, University of Siegen

7. E. Ortlieb

   Leibniz University Hannover

   Affiliation as printed

   Institute of Metal Forming and Metal Forming Machines, Leibniz University Hannover

8. Artem� Alimov
   Affiliation as printed

   Department of Hybrid Manufacturing

9. Marion Vogel

   Friedrich-Alexander-Universität Erlangen-Nürnberg

   Affiliation as printed

   Institute of Manufacturing Technology, Friedrich-Alexander-Universität Erlangen-Nürnberg

10. Christoph Hartmann

    Technical University of Munich

    Affiliation as printed

    Institute of Metal Forming and Casting, Technische Universität München

11. Christine Heinzel

    Leuphana University of Lüneburg

    Affiliation as printed

    nstitute for production technology and systems, Leuphana University of Lüneburg

12. Adili Yiming

    Technische Universität Dresden

    Affiliation as printed

    Chair of MachineTools Development and Adaptive Controls, Dresden University of Technology

13. Steffen Ihlenfeldt

    Technische Universität Dresden

    Affiliation as printed

    Chair of MachineTools Development and Adaptive Controls, Dresden University of Technology

14. Noomane Ben Khalifa

    Leuphana University of Lüneburg

    Affiliation as printed

    nstitute for production technology and systems, Leuphana University of Lüneburg

15. Wolfram Volk

    Technical University of Munich

    Affiliation as printed

    Institute of Metal Forming and Casting, Technische Universität München

16. M. Merklein

    Friedrich-Alexander-Universität Erlangen-Nürnberg

    Affiliation as printed

    Institute of Manufacturing Technology, Friedrich-Alexander-Universität Erlangen-Nürnberg

17. Sebastian Härtel

    Brandenburg University of Technology Cottbus-Senftenberg

    Affiliation as printed

    Department of Hybrid Manufacturing, Brandenburg University of Technology Cottbus-Senftenberg

18. Bernd‐Arno Behrens

    Leibniz University Hannover

    Affiliation as printed

    Institute of Metal Forming and Metal Forming Machines, Leibniz University Hannover

19. Prof. Dr. Bernd Engel

    University of Siegen

    Affiliation as printed

    Institute of Forming Technology, University of Siegen

20. Mathias Liewald

    University of Stuttgart

    Affiliation as printed

    Institute for Metal Forming Technology, University of Stuttgart

21. Peter Groche

    Technische Universität Darmstadt

    Affiliation as printed

    Institut für Produktionstechnik und Umformmaschinen (PTU), Technische Universität Darmstadt

22. Thomas Bergs Aachen Manufacturing Technology Institute MTI

    RWTH Aachen University

    Affiliation as printed

    Manufacturing Technology Institute - MTI of RWTH Aachen University