Turbulence control in plane Couette flow using low-dimensional neural ODE-based models and deep reinforcement learning
Author:
Funder
Office of Naval Research
Air Force Office of Scientific Research
Publisher
Elsevier BV
Subject
Fluid Flow and Transfer Processes,Mechanical Engineering,Condensed Matter Physics
Reference71 articles.
1. Dns-based predictive control of turbulence: an optimal benchmark for feedback algorithms;Bewley;J. Fluid Mech.,2001
2. Skin-friction reduction using periodic blowing through streamwise slits;Cheng;J. Fluid Mech.,2021
3. Near-wall structure of a turbulent boundary layer with riblets;Choi;J. Fluid Mech.,1989
4. Control of flow over a bluff body;Choi;Annu. Rev. Fluid Mech.,2008
5. Turbulent boundary-layer control with plasma actuators;Choi;Phil. Trans. R. Soc. A,2011
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