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Title:

Benchmark of Aerodynamic Surrogate Models on Varying Training Datasets

Document type:
Konferenzbeitrag
Contribution type:
Textbeitrag / Aufsatz
Author(s):
Philipp Schlichter, Michaela Reck, Jutta Pieringer, Thomas Indinger
Abstract:
AI-based methods show huge potential assisting engineers in their pursuit to further improve vehicle aerodynamics. To aid future model selections it is important to test the performance of different surrogate models based on the provided training data size and shape. In this study, data of the simulated flow around the 2D NACA 8810 airfoil is used. To achieve the desired amount of varying data for the training and validation datasets the closure coefficients of the kw-SST RANS turbulence model...     »
Dewey Decimal Classification:
620 Ingenieurwissenschaften
Book / Congress title:
2023 JSAE Annual Congress (Spring)
Date of publication:
01.05.2023
Year:
2023
Language:
en
WWW:
https://tech.jsae.or.jp/paperinfo/en/content/p202301.328/
TUM Institution:
Lehrstuhl für Aerodynamik und Strömungsmechanik
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