Fast prediction of propeller dynamic wake based on deep learning

C Li, B Liang, P Yuan, Q Zhang, Y Liu, B Liu… - Physics of Fluids, 2024 - pubs.aip.org
Efficiently predicting the wake of propellers is of great importance for achieving propeller
design optimization. In this work, the deep learning (DL) method called propeller wake …

Turbulence and vorticity decay of propulsion jets produced by ducted fans coated with a sharkskin-inspired surface

V Maldonado, GD Fernandes, A Mallory - Aerospace Science and …, 2025 - Elsevier
Turbulent jets are produced by many propulsion systems containing a ducted fan or rotor
operating at high speed. In this experimental study, the blades of a 12 cm diameter ducted …

An Investigation of the Aeroacoustic Properties of a Ducted Contra-Rotating Rotors UAV

Z Zhao, C Yang, W Jiang - 30th AIAA/CEAS Aeroacoustics Conference …, 2024 - arc.aiaa.org
Compared with open rotor UAVs, ducted contra-rotating rotors UAV has the advantages of
higher safety, lower noise and smaller size, especially suitable for compact space and low …