Dworschak, Fabian

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Postal adress:
Martensstraße 9 91058 Erlangen Location: Fürther Straße 246c 90429 Nürnberg (AEG-Gelände) |
Main Research Topics
- Automated adapted design
- Machine learning for product development
- Systems Engineering
- Model-based Systems Engineering
Awards
- ICED19 Reviewers' Favourite Award (Design Society)
Publications
2022
Reinforcement Learning for Engineering Design Automation
In: Advanced Engineering Informatics 52 (2022), Article No.: 101612
ISSN: 1474-0346
DOI: 10.1016/j.aei.2022.101612
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2021
Model and Knowledge Representation for the Reuse of Design Process Knowledge Supporting Design Automation in Mass Customization
In: Applied Sciences (2021), Article No.: 9825
ISSN: 2076-3417
DOI: 10.3390/app11219825
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Application of reinforcement learning for the optimization of clinch joint characteristics
In: Production Engineering (2021)
ISSN: 0944-6524
DOI: 10.1007/s11740-021-01098-4
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2019
Integrating The Mechanical Domain Into Seed Approach
International Conference on Engineering Design (ICED19) (Delft, 5. August 2019 - 8. August 2019)
In: Proceedings of the 22nd International Conference on Engineering Design (ICED19), Cambridge, United Kingdom: 2019
DOI: 10.1017/dsi.2019.265
URL: https://www.cambridge.org/core/journals/proceedings-of-the-international-conference-on-engineering-design/article/integrating-the-mechanical-domain-into-seed-approach/12CFBB086E1FA0D1FCAF8477EE91B6B2
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On Simulation Knowledge Acquisition Using Gaussian Processes for the Design of Electric Motors
29th CIRP Design 2019 (Póvoa de Varzim, 8. May 2019 - 10. May 2019)
In: Putnik, Goran D. (ed.): Procedia CIRP Volume 84 2019
DOI: 10.1016/j.procir.2019.04.266
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Konzept für den MBSE-Einsatz zur automatisierten Individualisierung von komplexen Produkten
30. DfX-Symposium (Jesteburg, 18. September 2019 - 19. September 2019)
In: Dieter Krause, Kristin Paetzold, Sandro Wartzack (ed.): Beiträge zum 30. DfX-Symposium, Hamburg: 2019
DOI: 10.35199/dfx2019.24
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2018
Szenario-Analyse zur Digitalisierung und Automatisierung des Produktentwicklungsprozesses
16. Gemeinsames Kolloquium Konstruktionstechnik (Bayreuth, 11. October 2018 - 12. October 2018)
In: Rieg, F.; Brökel, K.; Scharr, G.; Grote, K.; Müller, N.; Lohrengel, A.; Nagarajah, A.; Corves, B. (ed.): Tagungsband 16. Gemeinsames Kolloquium Konstruktionstechnik 2018
URL: https://www.archiv.mfk.tf.fau.de?file=pubmfk_5bd181f721146
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Scenario analysis and potential identification to structure of the roadmap to autonomous design
11th Graz Symposium VIRTUAL VEHICLE (Graz, 15. May 2018 - 16. May 2018)
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Einsatz von Process-Mining zur Erweiterung der semantischen Produktbeschreibung
29. DfX-Symposium (Tutzing, 25. September 2018 - 26. September 2018)
In: Krause, D.; Paetzold, K.; Wartzack S. (ed.): Design for X. Beiträge zum 29. DfX-Symposium 2018
URL: https://www.archiv.mfk.tf.fau.de?file=pubmfk_5bac82179766d
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