30 citations · 31 across the 4 of their papers we have counts for
4 papers · 1 filter
Long-horizon prediction of three-dimensional wall-bounded turbulence with CTA-Swin-UNet and resolvent analysis
Bo Chen, Yitong Fan, Jie Yao +1
Long-horizon prediction of three-dimensional (3D) wall-bounded turbulence with machine-learning methods remains a challenging task, due to the rapid accumulation of autoregressive…
Causal structures of turbulent skin-friction drag in wall-bounded turbulent flows
Yunchao Zhao, Yitong Fan, Weipeng Li
Understanding the mechanism of turbulent skin-friction drag (TSD) generation is of fundamental and practical importance for designing effective drag reduction strategies. However,…
Prediction of turbulent energy based on low-rank resolvent modes and machine learning
Yitong Fan, Bo Chen, Weipeng Li
A modelling framework based on the resolvent analysis and machine learning is proposed to predict the turbulent energy in incompressible channel flows. In the framework, the optima…
Decomposition of the mean friction drag on a NACA4412 airfoil under uniform blowing/suction
Yitong Fan, Marco Atzori, Ricardo Vinuesa +3
The application of drag-control strategies on canonical wall-bounded turbulence, such as periodic channel and zero- or adverse-pressure-gradient boundary layers, raises the questio…