14 citations · 16 across the 3 of their papers we have counts for
3 papers · 1 filter
Machine-learned flow estimation with sparse data -- exemplified for the rooftop of a UAV vertiport
Chang Hou, Luigi Marra, Guy Y. Cornejo Maceda +9
We propose a physics-informed data-driven framework for urban wind estimation. This framework validates and incorporates the Reynolds number independence for flows under various wo…
Topologically assisted optimization for rotor design
Tianyu Wang, Yannian Yang, Xuanwu Chen +4
We develop and apply a novel shape optimization exemplified for a two-blade rotor with respect to the figure of merit (). This topologically assisted optimization (TAO) contain…
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…