Estimating instantaneous surface momentum fluxes in boundary layers using a deep neural network

Within turbulent boundary layers, the relationship between instantaneous surface momentum fluxes and streamwise velocities is more complicated than that between their ensemble averages described by the law of the wall. Although these fluxes need to be considered in large eddy simulations, the conven...

Full description

Bibliographic Details
Main Authors: Junshi Ito, Hideaki Mouri
Format: Article
Language:English
Published: AIP Publishing LLC 2021-04-01
Series:AIP Advances
Online Access:http://dx.doi.org/10.1063/5.0044624