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Recent advances in applying deep reinforcement learning for flow control: Perspectives and future directions
Deep reinforcement learning (DRL) has been applied to a variety of problems during the
past decade and has provided effective control strategies in high-dimensional and non …
past decade and has provided effective control strategies in high-dimensional and non …
Closed-loop turbulence control: Progress and challenges
Closed-loop turbulence control is a critical enabler of aerodynamic drag reduction, lift
increase, mixing enhancement, and noise reduction. Current and future applications have …
increase, mixing enhancement, and noise reduction. Current and future applications have …
[CARTE][B] Machine learning control-taming nonlinear dynamics and turbulence
This book is an introduction to machine learning control (MLC), a surprisingly simple model-
free methodology to tame complex nonlinear systems. These systems are assumed to be …
free methodology to tame complex nonlinear systems. These systems are assumed to be …
Coherent structures in wall-bounded turbulence
J Jiménez - Journal of Fluid Mechanics, 2018 - cambridge.org
This article discusses the description of wall-bounded turbulence as a deterministic high-
dimensional dynamical system of interacting coherent structures, defined as eddies with …
dimensional dynamical system of interacting coherent structures, defined as eddies with …
Anisotropic particles in turbulence
Anisotropic particles are common in many industrial and natural turbulent flows. When these
particles are small and neutrally buoyant, they follow Lagrangian trajectories while …
particles are small and neutrally buoyant, they follow Lagrangian trajectories while …
[HTML][HTML] Turbulent drag reduction by polymer additives: Fundamentals and recent advances
L ** - Physics of Fluids, 2019 - pubs.aip.org
A small amount of polymer additives can cause substantial reduction in the energy
dissipation and friction loss of turbulent flow. The problem of polymer-induced drag …
dissipation and friction loss of turbulent flow. The problem of polymer-induced drag …
[CARTE][B] Flow control
M Gad-el-Hak - 2000 - ui.adsabs.harvard.edu
The ability to actively or passively manipulate a flow field to bring about a desired change is
of immense technological and economical importance. This volume provides a thorough, up …
of immense technological and economical importance. This volume provides a thorough, up …
The fluid mechanics of microdevices—the Freeman scholar lecture
M Gad-el-Hak - 1999 - asmedigitalcollection.asme.org
Manufacturing processes that can create extremely small machines have been developed in
recent years. Microelectromechanical systems (MEMS) refer to devices that have …
recent years. Microelectromechanical systems (MEMS) refer to devices that have …
[CARTE][B] Fluid flow phenomena: a numerical toolkit
P Orlandi - 2012 - books.google.com
This book deals with the simulation of the incompressible Navier-Stokes equations for
laminar and turbulent flows. The book is limited to explaining and employing the finite …
laminar and turbulent flows. The book is limited to explaining and employing the finite …
DNS-based predictive control of turbulence: an optimal benchmark for feedback algorithms
Direct numerical simulations (DNS) and optimal control theory are used in a predictive
control setting to determine controls that effectively reduce the turbulent kinetic energy and …
control setting to determine controls that effectively reduce the turbulent kinetic energy and …