Turbulence control in plane Couette flow using low-dimensional neural ODE-based models and deep reinforcement learning
Authors:
- Alec J. LinotALAlec J. Linot
- Kevin ZengKZKevin Zeng
- Michael D. GrahamMGMichael D. Graham
- 18 April 2023
- journal article
- research article
- Published by Elsevier in International Journal of Heat and Fluid Flow
- Vol. 101
Abstract
No abstract availableKeywords
All Related Versions
Funding Information
- Office of Naval Research (N00014-18-1-2865)
- Air Force Office of Scientific Research
This publication has 50 references indexed in Scilit:
- Model learning for robot control: a surveyCognitive Processing, 2011
- Critical assessment of turbulent drag reduction through spanwise wall oscillationsJournal of Fluid Mechanics, 2004
- A low-dimensional model for turbulent shear flowsNew Journal of Physics, 2004
- DNS-based predictive control of turbulence: an optimal benchmark for feedback algorithmsJournal of Fluid Mechanics, 2001
- Regeneration mechanisms of near-wall turbulence structuresJournal of Fluid Mechanics, 1995
- EmbedologyJournal of Statistical Physics, 1991
- Near-wall structure of a turbulent boundary layer with ribletsJournal of Fluid Mechanics, 1989
- Inertial manifolds for nonlinear evolutionary equationsJournal of Differential Equations, 1988
- Low-dimensional behaviour in the complex Ginzburg-Landau equationNonlinearity, 1988
- The Self-Intersections of a Smooth n-Manifold in 2n-SpaceAnnals of Mathematics, 1944