2.9k citations · 5.6k across the 52 of their papers we have counts for
55 papers
Aerodynamic Characterization of a Fan Array Wind Generator
Songqi Li, Yutong Liu, Zhutao Jiang +3
Experimental assessment of safe and precise flight control algorithms for unmanned aerial vehicles (UAVs) under gusty wind conditions requires the capability to generate a large ra…
Dynamic Feature-based Deep Reinforcement Learning for Flow Control of Circular Cylinder with Sparse Surface Pressure Sensing
Qiulei Wang, Lei Yan, Gang Hu +3
This study proposes a self-learning algorithm for closed-loop cylinder wake control targeting lower drag and lower lift fluctuations with the additional challenge of sparse sensor…
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…
A fast converging particle swarm optimization through targeted, position-mutated, elitism (PSO-TPME)
Tamir Shaqarin, Bernd R. Noack
We dramatically improve convergence speed and global exploration capabilities of particle swarm optimization (PSO) through a targeted position-mutated elitism (PSO-TPME). The three…
Trajectory-optimized cluster-based network model for the sphere wake
Chang Hou, Nan Deng, Bernd R. Noack
We propose a novel trajectory-optimized Cluster-based Network Model (tCNM) for nonlinear model order reduction from time-resolved data following Li et al. ["Cluster-based network m…