Bickel, Sebastian
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Postanschrift:
Martensstraße 9 91058 Erlangen Standort: Paul-Gordan-Straße 5 91052 Erlangen (Röthelheim-Campus)  Büro 00.028 |
Forschungsschwerpunkte
- FE-Plausibilitätsprüfungen
- wissensbasierte Assistenzsysteme
Patente
- Drehrichtungsabhängiges Gesperre für eine Orthese und Orthese mit einem
solchen Gesperre (Prioritätsbegründende Patentanmeldung: PCT/EP2023/083782)
Erfinder: , , , , , , ,
Veröffentlichungen
2024
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Symbol Detection in Mechanical Engineering Sketches: Experimental Study on Principle Sketches with Synthetic Data Generation and Deep Learning
In: Applied Sciences 14 (2024), Art.Nr.: 6106
ISSN: 2076-3417
DOI: 10.3390/app14146106
BibTeX: Download - , , , :
Integration of product development data for further ontological utilization
DESIGN 2024
DOI: 10.1017/pds.2024.49
BibTeX: Download
2023
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Detection of Plausibility and Error Reasons in Finite Element Simulations with Deep Learning Networks
In: Algorithms 16 (2023), S. 209
ISSN: 1999-4893
DOI: 10.3390/a16040209
BibTeX: Download - , , :
DETECTION OF SINGULARITIES IN FINITE ELEMENT SIMULATIONS: A 3D DEEP LEARNING APPROACH
ASME 2023 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC-CIE 2023 (Boston, MA, 20. August 2023 - 23. August 2023)
In: Proceedings of the ASME Design Engineering Technical Conference 2023
DOI: 10.1115/DETC2023109720
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FROM SKETCHES TO GRAPHS: A DEEP LEARNING BASED METHOD FOR DETECTION AND CONTEXTUALISATION OF PRINCIPLE SKETCHES IN THE EARLY PHASE OF PRODUCT DEVELOPMENT
In: Proceedings of the Design Society 3 (2023), S. 1975-1984
ISSN: 2220-4342
DOI: 10.1017/pds.2023.198
BibTeX: Download - , , :
A Novel Shape Retrieval Method for 3D Mechanical Components Based on Object Projection, Pre-Trained Deep Learning Models and Autoencoder
In: Computer-Aided Design 154 (2023), Art.Nr.: 103417
ISSN: 0010-4485
DOI: 10.1016/j.cad.2022.103417
URL: https://www.archiv.mfk.tf.fau.de?file=pubmfk_636e532582e1b
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2022
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A New Projection Based Method for the Classification of Mechanical Components Using Convolutional Neural Networks
17th International Design Conference, DESIGN 2022 (Online, 23. Mai 2022 - 26. Mai 2022)
In: Proceedings of the Design Society 2022
DOI: 10.1017/pds.2022.152
URL: https://www.cambridge.org/core/journals/proceedings-of-the-design-society/article/new-projection-based-method-for-the-classification-of-mechanical-components-using-convolutional-neural-networks/BEF06D3E3B7D49CB17F180E22CD75869
BibTeX: Download - , , :
ResNet networks for plausibility detection in Finite Element simulations
NordDesign 2022: How Product and Manufacturing Design Enable Sustainable Companies and Societies (Copenhagen, 16. August 2022 - 18. August 2022)
In: N.H. Mortensen, C.T. Hansen, M. Deininger (Hrsg.): Proceedings of NordDesign 2022: How Product and Manufacturing Design Enable Sustainable Companies and Societies 2022
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Generating Digital Twins for Path-Planning of Autonomous Robots and Drones Using Constrained Homotopic Shrinking for 2D and 3D Environment Modeling
In: Applied Sciences 13 (2022), S. 105
ISSN: 2076-3417
DOI: 10.3390/app13010105
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Enabling Initial Design-Checks of Parametric Designs Using Digital Engineering Methods
In: Proceedings of the Design Society 2 (2022), S. 405-414
ISSN: 2220-4342
DOI: 10.1017/pds.2022.42
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2021
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Detection and Classification of Symbols in Principle Sketches using Deep Learning
International Conference on Engineering Design (ICED21) (Göteburg, 16. August 2021 - 19. August 2021)
In: Cambridge University Press (Hrsg.): Proceedings of the International Conference on Engineering Design (ICED21) 2021
DOI: 10.1017/pds.2021.118
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A function-oriented surface reconstruction framework for reverse engineering
In: CIRP Annals - Manufacturing Technology 70 (2021), S. 135-138
ISSN: 0007-8506
DOI: 10.1016/j.cirp.2021.04.016
BibTeX: Download - , , , :
Approach and application to transfer heterogeneous simulation data from finite element analysis to neural networks
In: Journal of Computational Design and Engineering Volume 8 (2021), S. 298–315
ISSN: 2288-4300
DOI: 10.1093/jcde/qwaa079
URL: https://academic.oup.com/jcde/advance-article/doi/10.1093/jcde/qwaa079/6032726?guestAccessKey=65243e47-4004-4e43-b8cf-c234ac13affe
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2020
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Comparing CAD part models for geometrical similarity: A concept using machine learning algorithms
CIRPe 2020 - 8th CIRP Global Web Conference - (, 14. Oktober 2020 - 16. Oktober 2020)
DOI: 10.1016/j.procir.2021.01.065
URL: https://www.sciencedirect.com/science/article/pii/S2212827121000895
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2019
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Konzept zur Erkennung von Singularitäten in FE-Simulationen mittels Machine-Learning Algorithmen
37. CADFEM ANSYS Simulation Conference 2019 (Kassel, 16. Oktober 2019 - 17. Oktober 2019)
In: 37. CADFEM ANSYS Simulation Conference (22719) 2019
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How Do Digital Engineering and Included AI Based Assistance Tools Change the Product Development Process and the Involved Engineers
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.2019.263
URL: https://www.archiv.mfk.tf.fau.de?file=pubmfk_5d5126503e7a3
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2018
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Methodology for plausibility checking of structural mechanics simulations using Deep Learning on existing simulation data
13th Biennial Norddesign Conference, NordDesign 2018 (Linköping, 14. August 2018 - 17. August 2018)
In: Proceedings of NordDesign 2018 2018
URL: https://www.archiv.mfk.tf.fau.de/?file=pubmfk_5bc5820375d8d
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