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Bleh, Alexander and Nishi, Yasunari and Safayet, Rifat and Grabe, Cornelia and Knopp, Tobias (2023) Field inversion and Gene Expression Programming for data driven Turbulence Modelling. Deutscher Luft- und Raumfahrt Kongress 2023, 2023-09-19 - 2023-09-21, Stuttgart. doi: 10.5281/zenodo.17657935.
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Abstract
The presentation shows results from the DLR project AdaMant. Recent progress in the field of data-driven turbulence modelling achieved at the participating DLR institutes is outlined. The methods used include gradient-based approaches such as field inversion and direct field inversion as well as gene expression programming. Attention was also paid to the consideration of non-local effects in the ansatz functions.
| Item URL in elib: | https://elib.dlr.de/201712/ | ||||||||||||||||||||||||
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| Document Type: | Conference or Workshop Item (Speech) | ||||||||||||||||||||||||
| Title: | Field inversion and Gene Expression Programming for data driven Turbulence Modelling | ||||||||||||||||||||||||
| Authors: |
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| Date: | 19 September 2023 | ||||||||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||||||||
| Open Access: | No | ||||||||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||||||||
| In SCOPUS: | No | ||||||||||||||||||||||||
| In ISI Web of Science: | No | ||||||||||||||||||||||||
| DOI: | 10.5281/zenodo.17657935 | ||||||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||||||
| Keywords: | Machine Learning, CFD, Turbulence Modelling | ||||||||||||||||||||||||
| Event Title: | Deutscher Luft- und Raumfahrt Kongress 2023 | ||||||||||||||||||||||||
| Event Location: | Stuttgart | ||||||||||||||||||||||||
| Event Type: | national Conference | ||||||||||||||||||||||||
| Event Start Date: | 19 September 2023 | ||||||||||||||||||||||||
| Event End Date: | 21 September 2023 | ||||||||||||||||||||||||
| Organizer: | DGLR | ||||||||||||||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||||||
| HGF - Program: | Aeronautics | ||||||||||||||||||||||||
| HGF - Program Themes: | Clean Propulsion | ||||||||||||||||||||||||
| DLR - Research area: | Aeronautics | ||||||||||||||||||||||||
| DLR - Program: | L CP - Clean Propulsion | ||||||||||||||||||||||||
| DLR - Research theme (Project): | L - Virtual Engine, L - Virtual Aircraft and Validation | ||||||||||||||||||||||||
| Location: | Dresden , Göttingen , Köln-Porz | ||||||||||||||||||||||||
| Institutes and Institutions: | Institute of Propulsion Technology > Numerical Methodes Institute for Aerodynamics and Flow Technology > CASE, GO Institute of Software Methods for Product Virtualization > Enabling Software Technologies | ||||||||||||||||||||||||
| Deposited By: | Bleh, Alexander | ||||||||||||||||||||||||
| Deposited On: | 03 Jan 2024 15:17 | ||||||||||||||||||||||||
| Last Modified: | 15 Dec 2025 20:10 |
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