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Aulich, Marcel and Küppers, Fabian and Schmitz, Andreas and Voß, Christian (2019) Surrogate Estimations of Complete Flow Fields of Fan Stage Designs via Deep Neural Networks. In: Proceedings of the ASME Turbo Expo. ASME Turbo Expo 2019, 2019-06-17 - 2019-06-21, Phoenix, Arizona, USA. doi: 10.1115/GT2019-91258.
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| Item URL in elib: | https://elib.dlr.de/133429/ | ||||||||||||||||||||
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| Document Type: | Conference or Workshop Item (Speech) | ||||||||||||||||||||
| Title: | Surrogate Estimations of Complete Flow Fields of Fan Stage Designs via Deep Neural Networks | ||||||||||||||||||||
| Authors: |
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| Date: | June 2019 | ||||||||||||||||||||
| Journal or Publication Title: | Proceedings of the ASME Turbo Expo | ||||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||||
| Open Access: | No | ||||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||||
| In SCOPUS: | Yes | ||||||||||||||||||||
| In ISI Web of Science: | No | ||||||||||||||||||||
| DOI: | 10.1115/GT2019-91258 | ||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||
| Keywords: | Surrogate Models, Deep Learning, Artificial Neural Networks, Fan Design, Turbomachinery Optimisation, 3D Flow Field Estimation, Convolutional Layers | ||||||||||||||||||||
| Event Title: | ASME Turbo Expo 2019 | ||||||||||||||||||||
| Event Location: | Phoenix, Arizona, USA | ||||||||||||||||||||
| Event Type: | international Conference | ||||||||||||||||||||
| Event Start Date: | 17 June 2019 | ||||||||||||||||||||
| Event End Date: | 21 June 2019 | ||||||||||||||||||||
| Organizer: | The American Society of Mechanical Engineers | ||||||||||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||
| HGF - Program: | Aeronautics | ||||||||||||||||||||
| HGF - Program Themes: | other | ||||||||||||||||||||
| DLR - Research area: | Aeronautics | ||||||||||||||||||||
| DLR - Program: | L - no assignment | ||||||||||||||||||||
| DLR - Research theme (Project): | L - no assignment | ||||||||||||||||||||
| Location: | Köln-Porz | ||||||||||||||||||||
| Institutes and Institutions: | Institute of Propulsion Technology > Fan and Compressor | ||||||||||||||||||||
| Deposited By: | Aulich, Marcel | ||||||||||||||||||||
| Deposited On: | 13 Jan 2020 09:31 | ||||||||||||||||||||
| Last Modified: | 24 Apr 2024 20:36 |
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