[BOOK][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 …
Mechanics of bluff body drag reduction during transient near-wake reversals
A combination of passive and active methods is used to manipulate the symmetry of the
turbulent wake of an Ahmed body. Dedicated experiments to study the wake reversals …
turbulent wake of an Ahmed body. Dedicated experiments to study the wake reversals …
Experimental and numerical analysis of the bi-stable turbulent wake of a rectangular flat-backed bluff body
The wake dynamics of a rectangular flat-backed bluff body is studied using both the wind
tunnel experiment and Improved Delayed Detached Eddy Simulation (IDDES) at Re= 9.2× …
tunnel experiment and Improved Delayed Detached Eddy Simulation (IDDES) at Re= 9.2× …
Aerodynamic optimization of a generic light truck under unsteady conditions using gradient-enriched machine learning control
We present the first machine-learned multiple-input multiple-output aerodynamic feedback
control under varying operating conditions. Closed-loop control is relevant to many fluid …
control under varying operating conditions. Closed-loop control is relevant to many fluid …
Stabilization of the fluidic pinball with gradient-enriched machine learning control
We stabilize the flow past a cluster of three rotating cylinders–the fluidic pinball–with
automated gradient-enriched machine learning algorithms. The control laws command the …
automated gradient-enriched machine learning algorithms. The control laws command the …
Culinary fluid mechanics and other currents in food science
Innovations in fluid mechanics have been leading to better food since ancient history, while
creativity in cooking has inspired fundamental breakthroughs in science. This review …
creativity in cooking has inspired fundamental breakthroughs in science. This review …
An empirical mean-field model of symmetry-breaking in a turbulent wake
Improved turbulence modeling remains a major open problem in mathematical physics.
Turbulence is notoriously challenging, in part due to its multiscale nature and the fact that …
Turbulence is notoriously challenging, in part due to its multiscale nature and the fact that …
Effect of base blowing by a large-scale fluidic oscillator on the bistable wake behind a flat-back Ahmed body
The dynamics of the wake behind a flat-back Ahmed body are modified using a large-scale
fluidic oscillator, aiming at drag reduction and the reflectional symmetry breaking (RSB) …
fluidic oscillator, aiming at drag reduction and the reflectional symmetry breaking (RSB) …
Simulations of the bi-modal wake past three-dimensional blunt bluff bodies
The bi-modal behaviour of the turbulent flow past three-dimensional blunt bluff bodies is
simulated using wall-resolved large eddy simulations. Bi-modality (also called bi-stability) is …
simulated using wall-resolved large eddy simulations. Bi-modality (also called bi-stability) is …
Drag reduction of a car model by linear genetic programming control
We investigate open-and closed-loop active control for aerodynamic drag reduction of a car
model. Turbulent flow around a blunt-edged Ahmed body is examined at Re_ H ≈ 3 * 10^ 5 …
model. Turbulent flow around a blunt-edged Ahmed body is examined at Re_ H ≈ 3 * 10^ 5 …