[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 …

Discovering causal relations and equations from data

G Camps-Valls, A Gerhardus, U Ninad, G Varando… - Physics Reports, 2023 - Elsevier
Physics is a field of science that has traditionally used the scientific method to answer
questions about why natural phenomena occur and to make testable models that explain the …

Attached eddy model of wall turbulence

I Marusic, JP Monty - Annual Review of Fluid Mechanics, 2019 - annualreviews.org
Modeling wall turbulence remains a major challenge, as a sufficient physical understanding
of these flows is still lacking. In an effort to move toward a physics-based model, AA …

Convolutional-network models to predict wall-bounded turbulence from wall quantities

L Guastoni, A Güemes, A Ianiro, S Discetti… - Journal of Fluid …, 2021 - cambridge.org
Two models based on convolutional neural networks are trained to predict the two-
dimensional instantaneous velocity-fluctuation fields at different wall-normal locations in a …

Coherent structures in wall-bounded turbulence

J Jiménez - Journal of Fluid Mechanics, 2018 - cambridge.org
This article discusses the description of wall-bounded turbulence as a deterministic high-
dimensional dynamical system of interacting coherent structures, defined as eddies with …

Super-resolution generative adversarial networks of randomly-seeded fields

A Güemes, C Sanmiguel Vila, S Discetti - Nature Machine Intelligence, 2022 - nature.com
Reconstruction of field quantities from sparse measurements is a problem arising in a broad
spectrum of applications. This task is particularly challenging when the mapping between …

Quadrant analysis in turbulence research: history and evolution

JM Wallace - Annual Review of Fluid Mechanics, 2016 - annualreviews.org
Quadrant analysis is a simple, but quite useful, turbulence data-processing technique that
has been widely used, principally in the investigation of turbulent shear flows. This article …

Effect of the computational domain on direct simulations of turbulent channels up to Reτ= 4200

A Lozano-Durán, J Jiménez - Physics of Fluids, 2014 - pubs.aip.org
The effect of domain size on direct numerical simulations of turbulent channels with periodic
boundary conditions is studied. New simulations are presented up to Re τ= 4179 in boxes …

[HTML][HTML] Turbulent drag reduction by polymer additives: Fundamentals and recent advances

L Xi - Physics of Fluids, 2019 - pubs.aip.org
A small amount of polymer additives can cause substantial reduction in the energy
dissipation and friction loss of turbulent flow. The problem of polymer-induced drag …

Two-point statistics for turbulent boundary layers and channels at Reynolds numbers up to δ+≈ 2000

JA Sillero, J Jiménez, RD Moser - Physics of Fluids, 2014 - pubs.aip.org
Two-point statistics are presented for a new direct simulation of the zero-pressure-gradient
turbulent boundary layer in the range Re θ= 2780–6680, and compared with channels in the …