[BOOK][B] Machine learning control-taming nonlinear dynamics and turbulence

T Duriez, SL Brunton, BR Noack - 2017 - Springer
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 …

Mechanics of bluff body drag reduction during transient near-wake reversals

Y Haffner, J Borée, A Spohn… - Journal of Fluid …, 2020 - cambridge.org
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 …

Experimental and numerical analysis of the bi-stable turbulent wake of a rectangular flat-backed bluff body

Y Fan, C **a, S Chu, Z Yang, O Cadot - Physics of Fluids, 2020 - pubs.aip.org
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× …

Aerodynamic optimization of a generic light truck under unsteady conditions using gradient-enriched machine learning control

R Semaan, P Oswald, GY Cornejo Maceda… - Experiments in …, 2023 - Springer
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 …

Stabilization of the fluidic pinball with gradient-enriched machine learning control

GYC Maceda, Y Li, F Lusseyran… - Journal of Fluid …, 2021 - cambridge.org
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 …

Culinary fluid mechanics and other currents in food science

AJTM Mathijssen, M Lisicki, VN Prakash… - Reviews of Modern …, 2023 - APS
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 …

An empirical mean-field model of symmetry-breaking in a turbulent wake

JL Callaham, G Rigas, JC Loiseau, SL Brunton - Science Advances, 2022 - science.org
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 …

Effect of base blowing by a large-scale fluidic oscillator on the bistable wake behind a flat-back Ahmed body

D Veerasamy, AR Tajik, L Pastur, V Parezanović - Physics of Fluids, 2022 - pubs.aip.org
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) …

Simulations of the bi-modal wake past three-dimensional blunt bluff bodies

L Dalla Longa, O Evstafyeva… - Journal of Fluid …, 2019 - cambridge.org
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 …

Drag reduction of a car model by linear genetic programming control

R Li, BR Noack, L Cordier, J Borée, F Harambat - Experiments in Fluids, 2017 - Springer
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 …