[HTML][HTML] A review on turbulent flow over rough surfaces: Fundamentals and theories

M Kadivar, D Tormey, G McGranaghan - International Journal of …, 2021 - Elsevier
Surface roughness can significantly influence the fluid dynamics and heat transfer in
convective flows by inducing perturbations in the velocity profile which affect surface drag …

Predicting the drag of rough surfaces

D Chung, N Hutchins, MP Schultz… - Annual Review of Fluid …, 2021 - annualreviews.org
Reliable full-scale prediction of drag due to rough wall-bounded turbulent fluid flow remains
a challenge. Currently, the uncertainty is at least 10%, with consequences, for example, on …

Predictive large-eddy-simulation wall modeling via physics-informed neural networks

XIA Yang, S Zafar, JX Wang, H Xiao - Physical Review Fluids, 2019 - APS
While data-based approaches were found to be useful for subgrid scale (SGS) modeling in
Reynolds-averaged Navier-Stokes (RANS) simulations, there have not been many attempts …

Large-eddy simulation of the atmospheric boundary layer

R Stoll, JA Gibbs, ST Salesky, W Anderson… - Boundary-Layer …, 2020 - Springer
Over the last 50 years the large-eddy simulation (LES) technique has developed into one of
the most prominent numerical tools used to study transport processes in the atmospheric …

The persistent challenge of surface heterogeneity in boundary-layer meteorology: a review

E Bou-Zeid, W Anderson, GG Katul, L Mahrt - Boundary-Layer Meteorology, 2020 - Springer
Atmospheric boundary-layer dynamics over heterogeneous surfaces is significant to a wide
array of geophysical and engineering applications. Yet, despite over five decades of intense …

Effects of spanwise spacing on large-scale secondary flows in rough-wall turbulent boundary layers

C Vanderwel, B Ganapathisubramani - Journal of Fluid Mechanics, 2015 - cambridge.org
Large-scale secondary flows can sometimes appear in turbulent boundary layers formed
over rough surfaces, creating low-and high-momentum pathways along the surface (Barros …

Prandtl's secondary flows of the second kind. Problems of description, prediction, and simulation

NV Nikitin, NV Popelenskaya, A Stroh - Fluid Dynamics, 2021 - Springer
The occurrence of turbulent pulsations in straight pipes of noncircular cross-section leads to
the situation, when the average velocity field includes not only the longitudinal component …

The effect of spanwise wavelength of surface heterogeneity on turbulent secondary flows

DD Wangsawijaya, R Baidya, D Chung… - Journal of Fluid …, 2020 - cambridge.org
The effect of spanwise wavelength of surface heterogeneity on turbulent secondary flows Page
1 J. Fluid Mech. (2020), vol. 894, A7. c The Author(s), 2020. Published by Cambridge University …

Friction factor decomposition for rough-wall flows: theoretical background and application to open-channel flows

VI Nikora, T Stoesser, SM Cameron… - Journal of Fluid …, 2019 - cambridge.org
A theoretically based relationship for the Darcy–Weisbach friction factor for rough-bed open-
channel flows is derived and discussed. The derivation procedure is based on the double …

Secondary motion in turbulent pipe flow with three-dimensional roughness

L Chan, M MacDonald, D Chung… - Journal of Fluid …, 2018 - cambridge.org
The occurrence of secondary flows is investigated for three-dimensional sinusoidal
roughness where the wavelength and height of the roughness elements are systematically …