Advances in experimental techniques and the ever-increasing fidelity of numerical simulations have led to an abundance of data describing fluid flows. This review discusses a …
Closed-loop turbulence control is a critical enabler of aerodynamic drag reduction, lift increase, mixing enhancement, and noise reduction. Current and future applications have …
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 …
We present the first closed-loop separation control experiment using a novel, model-free strategy based on genetic programming, which we call 'machine learning control'. The goal …
Data-driven methods have become an essential part of the methodological portfolio of fluid dynamicists, motivating students and practitioners to gather practical knowledge from a …
Research on active control for the delay of laminar–turbulent transition in boundary layers has made a significant progress in the last two decades, but the employed strategies have …
K Sasaki, S Piantanida, AVG Cavalieri… - Journal of Fluid …, 2017 - cambridge.org
Three methods are considered for estimating the downstream evolution of wavepackets in turbulent jets based on upstream measurements. The parabolised stability equations are …
We present an experimental study of reactive control of turbulent jets, in which we target axisymmetric coherent structures, known to play a key role in the generation of sound. We …
N Fabbiane, B Simon, F Fischer… - Journal of Fluid …, 2015 - cambridge.org
In boundary-layer flows, one may reduce skin-friction drag by delaying the onset of laminar- to-turbulent transition via the attenuation of small-amplitude Tollmien–Schlichting (TS) …