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Grabe, Cornelia (2025) The Potential of Data-Driven Turbulence Modeling for Industrially-Relevant Aerodynamic Applications. In: 16th Conference on Evolutionary and Deterministic Methods for Design, Optimization, and Control with Applications EUROGEN 2025. 16th Conference on Evolutionary and Deterministic Methods for Design, Optimization, and Control with Applications EUROGEN 2025, 2025-09-15 - 2025-09-18, Lahti, Finnland.
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Offizielle URL: https://www.lut.fi/en/eurogen-2025
Kurzfassung
This presentation will explore the integration of adjoint-based methods and machine learning for data-driven approaches to turbulence modeling. These innovative methods promise higher prediction accuracy, improving the effectiveness of turbulence models in design and optimization—a topic closely aligned with the conference’s focus on advancing computational engineering solutions.
| elib-URL des Eintrags: | https://elib.dlr.de/217306/ | ||||||||
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| Dokumentart: | Konferenzbeitrag (Vortrag) | ||||||||
| Titel: | The Potential of Data-Driven Turbulence Modeling for Industrially-Relevant Aerodynamic Applications | ||||||||
| Autoren: |
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| Datum: | 16 September 2025 | ||||||||
| Erschienen in: | 16th Conference on Evolutionary and Deterministic Methods for Design, Optimization, and Control with Applications EUROGEN 2025 | ||||||||
| Referierte Publikation: | Nein | ||||||||
| Open Access: | Nein | ||||||||
| Gold Open Access: | Nein | ||||||||
| In SCOPUS: | Nein | ||||||||
| In ISI Web of Science: | Nein | ||||||||
| Herausgeber: |
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| Status: | veröffentlicht | ||||||||
| Stichwörter: | data-driven turbulence modeling, RANS, CFD | ||||||||
| Veranstaltungstitel: | 16th Conference on Evolutionary and Deterministic Methods for Design, Optimization, and Control with Applications EUROGEN 2025 | ||||||||
| Veranstaltungsort: | Lahti, Finnland | ||||||||
| Veranstaltungsart: | internationale Konferenz | ||||||||
| Veranstaltungsbeginn: | 15 September 2025 | ||||||||
| Veranstaltungsende: | 18 September 2025 | ||||||||
| Veranstalter : | ECCOMAS | ||||||||
| HGF - Forschungsbereich: | Luftfahrt, Raumfahrt und Verkehr | ||||||||
| HGF - Programm: | Luftfahrt | ||||||||
| HGF - Programmthema: | Effizientes Luftfahrzeug | ||||||||
| DLR - Schwerpunkt: | Luftfahrt | ||||||||
| DLR - Forschungsgebiet: | L EV - Effizientes Luftfahrzeug | ||||||||
| DLR - Teilgebiet (Projekt, Vorhaben): | L - Digitale Technologien | ||||||||
| Standort: | Göttingen | ||||||||
| Institute & Einrichtungen: | Institut für Aerodynamik und Strömungstechnik > CASE, GO | ||||||||
| Hinterlegt von: | Grabe, Dr. Cornelia | ||||||||
| Hinterlegt am: | 08 Okt 2025 13:49 | ||||||||
| Letzte Änderung: | 08 Okt 2025 13:49 |
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