49 citations · 78 across the 4 of their papers we have counts for
4 papers · 1 filter
xMLC -- A Toolkit for Machine Learning Control
Guy Y. Cornejo Maceda, François Lusseyran, Bernd R. Noack
xMLC is the second book of this `Machine Learning Tools in Fluid Mechanics' Series and focuses on Machine Learning Control (MLC). The objectives of this book are two-fold: First, p…
Stabilization of a multi-frequency open cavity flow with gradient-enriched machine learning control
Guy Y. Cornejo Maceda, Eliott Varon, François Lusseyran +1
We stabilize an open cavity flow experiment to 1% of its original fluctuation level. For the first time, a multi-modal feedback control is automatically learned for this configurat…
Stabilization of the fluidic pinball with gradient-enriched machine learning control
Guy Y. Cornejo Maceda, Yiqing Li, François Lusseyran +2
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 ro…
Contribution to the modeling of a liquid film flowing down inside a vertical circular tube
Samuel Ndoumbe, François Lusseyran, Boujema Izrar
This note focuses on the development of a 2D model of a thin liquid film flowing down inside a vertical pipe. This model is based on the large wavelength assumption and valid for h…