Bulletin of the American Physical Society
76th Annual Meeting of the Division of Fluid Dynamics
Sunday–Tuesday, November 19–21, 2023; Washington, DC
Session T28: Neural networks in surrogate modeling
4:25 PM–6:09 PM,
Monday, November 20, 2023
Room: 152A
Chair: Aakash Patil, Stanford University
Abstract: T28.00006 : Analysis of air-jet vortex-generator controlled SWBLI using deep encoder-decoder convolutional network*
5:30 PM–5:43 PM
Presenter:
Robin Sebastian
(RWTH Aachen University)
Authors:
Robin Sebastian
(RWTH Aachen University)
Saahith Velivolu
(FH Aachen)
Anne-Marie Schreyer
(RWTH Aachen University)
Firstly, we build the architecture and validate the network using a 2D test function. We evaluate the network by performing a parametric study before applying it on both unforced and forced AJVG-control cases.
*We gratefully acknowledge the support of the German Research Foundation in the framework of the Emmy-Noether Program (No. 326485414).
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