Data-Driven Corrections of Low-Fidelity Computational Fluid Dynamics Simulations

Kiener, Anna (2025) Data-Driven Corrections of Low-Fidelity Computational Fluid Dynamics Simulations. DLR-Forschungsbericht. DLR-FB-2025-19. Dissertation. Technische Universität Braunschweig. doi: 10.57676/53kh-2t16.

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Item URL in elib:

https://elib.dlr.de/215085/

Document Type:

Monograph (DLR-Forschungsbericht, Dissertation)

Title:

Data-Driven Corrections of Low-Fidelity Computational Fluid Dynamics Simulations

Authors:

Authors	Institution or Email of Authors	Author's ORCID iD	ORCID Put Code
Kiener, Anna	UNSPECIFIED	UNSPECIFIED	UNSPECIFIED

DLR Supervisors:

Contribution	DLR Supervisor	Institution or E-Mail	DLR Supervisor's ORCID iD
Thesis advisor	Görtz, Stefan	UNSPECIFIED	https://orcid.org/0009-0007-5379-785X

Date:

2025

Open Access:

Yes

DOI:

10.57676/53kh-2t16

ISSN:

1434-8454

Status:

Published

Keywords:

Machine Learning, Coarse Grid Corrections, CFD, MLP, GNN, RL, RF

Institution:

Technische Universität Braunschweig

Department:

Fakultät für Machinenbau

HGF - Research field:

Aeronautics, Space and Transport

HGF - Program:

Aeronautics

HGF - Program Themes:

Efficient Vehicle

DLR - Research area:

Aeronautics

DLR - Program:

L EV - Efficient Vehicle

DLR - Research theme (Project):

L - Digital Technologies

Location:

Braunschweig

Institutes and Institutions:

Institute for Aerodynamics and Flow Technology > CASE, BS

Deposited By:

Bekemeyer, Philipp

Deposited On:

07 Jul 2025 11:09

Last Modified:

03 Sep 2025 11:12

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