Gerschütz, Benjamin
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Postal adress:
Martensstraße 9 91058 Erlangen Location: Paul-Gordan-Straße 5 91052 Erlangen (Röthelheim-Campus) |
Main Research Topics
- Adaptation of data-driven methods (data mining, machine learning) for use in the product development process
- Optimization of digital processes
Teaching
Practical courses:
- Technische Darstellungslehre II
Publications
2024
PADDME—Process Analysis for Digital Development in Mechanical Engineering
In: Processes 12 (2024), p. 173
ISSN: 2227-9717
DOI: 10.3390/pr12010173 , , , :
2023
Case-Based-Reasoning zur Vorhersage von Produkteigenschaften
Artificial Intelligence und Machine Learning in der CAE-basierten Simulation (Grafing b. München, 23. October 2023 - 24. October 2023) , , , :
AI4PD—Towards a Standardized Interconnection of Artificial Intelligence Methods with Product Development Processes
In: Applied Sciences 13 (2023), p. 3002
ISSN: 2076-3417
DOI: 10.3390/app13053002
URL: https://www.mdpi.com/2162180 , , :
Umsetzung der Digitalisierung in der Produktentwicklung
In: Zeitschrift für wirtschaftlichen Fabrikbetrieb 118 (2023), p. 163-168
ISSN: 0932-0482
DOI: 10.1515/zwf-2023-1027 , , :
Potentiale von Simulationsdatenmanagementsystemen zur KI-gestützten Vorhersage und Bewertung von Produkteigenschaften
In: Albert Roger Oswald, NAFEMS Deutschland (ed.): NAFMES Online-Magazin, Grafing b. München: NAFEMS, 2023, p. 26-31
(online publication) , , , , :
Digital Engineering Methods in Practical Use during Mechatronic Design Processes
In: Designs 7 (2023), p. 93
ISSN: 2411-9660
DOI: 10.3390/designs7040093 , , , , , , , , :
Ontology-based knowledge provision for decision support in product development
34th Symposium Design for X (DFX2023) (Radebeul, 14. September 2023 - 15. September 2023)
In: Dieter Krause, Kristin Paetzold-Byhain, Sandro Wartzack (ed.): Proceedings of the 34th Symposium Design for X (DFX2023) 2023
DOI: 10.35199/dfx2023.05
URL: https://www.designsociety.org/publication/46846/Ontology-based+knowledge+provision+for+decision+support+in+product+development , , , , :
2022
Enabling Initial Design-Checks of Parametric Designs Using Digital Engineering Methods
In: Proceedings of the Design Society 2 (2022), p. 405-414
ISSN: 2220-4342
DOI: 10.1017/pds.2022.42 , , , :
A Machine Learning-Based Approach for Quick Evaluation of Live Simulations in Embodiment Design
In: Proceedings of the Design Society 2 (2022), p. 1757-1766
ISSN: 2220-4342
DOI: 10.1017/pds.2022.178 , , , , :
2021
Towards Customized Digital Engineering: Herausforderungen und Potentiale bei der Anpassung von Digital Engineering Methoden für den Produktentwicklungsprozess
Stuttgarter Symposium für Produktentwicklung (SSP2021) (Stuttgart, 20. May 2021 - 20. May 2021)
In: Hansgeorg Binz, Bernd Bertsche, Dieter Spath, Daniel Roth (ed.): Stuttgarter Symposium für Produktentwicklung SSP 2021, Stuttgart: 2021
DOI: 10.18419/opus-11478 , , , , , , , , , :
A semantic web approach for structuring data-driven methods in the product development process
32nd DfX Symposium (Tutzing, 27. September 2021 - 28. September 2021)
In: Krause D, Paetzold K, Wartzack S (ed.): Proceedings of the 32nd Symposium Design for X (DFX2021) 2021
DOI: 10.35199/dfx2021.15
URL: https://www.archiv.mfk.tf.fau.de?file=pubmfk_61308fb5e68ca , , :
An adapted Method for Design Process Capturing to meet the challenges of digital product development
International Conference on Engineering Design (ICED21) (Gothenburg, Sweden, 16. August 2021 - 20. August 2021)
In: Proceedings of the International Conference on Engineering Design (ICED21) 2021
DOI: 10.1017/pds.2021.37
URL: https://www.cambridge.org/core/journals/proceedings-of-the-design-society/article/an-adapted-method-for-design-process-capturing-to-meet-the-challenges-of-digital-product-development/BA11953C36E8218B74F5CDA5A86471CA , , , :
Voraussetzungen für den Einsatz datengetriebener Methoden in der Produktentwicklung
32nd DfX Symposium (Tutzing, 27. September 2021 - 28. September 2021)
In: Krause D, Paetzold K, Wartzack S (ed.): Proceedings of the 32nd Symposium Design for X (DFX2021) 2021
DOI: 10.35199/dfx2021.13
URL: https://www.archiv.mfk.tf.fau.de?file=pubmfk_6130941de9b4e , , , , , , , , :
2019
A Review of Requirements and Approaches for Realistic Visual Perception in Virtual Reality
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.2019.195
URL: https://www.cambridge.org/core/journals/proceedings-of-the-international-conference-on-engineering-design/article/review-of-requirements-and-approaches-for-realistic-visual-perception-in-virtual-reality/7FBBB5E017B67176B13560FB193781F2#fndtn-information , , , :
Konzept zur Verbesserung des realitätsgetreuen, visuellen Erlebens in virtuellen Umgebungen durch Eye-Tracking
EEE 2019 (Dresden, 27. June 2019 - 28. June 2019)
In: Ralph H. Stelzer, Jens Krzywinski (ed.): Entwerfen Entwickeln Erleben in Produktentwicklung und Design 2019, Dresden: 2019
URL: https://www.archiv.mfk.tf.fau.de/?file=pubmfk_5d1b61692b697 , , , :