Machine learning methods for turbulence modeling in subsonic flows around airfoils

L Zhu, W Zhang, J Kou, Y Liu - Physics of Fluids, 2019 - pubs.aip.org
In recent years, the data-driven turbulence model has attracted widespread concern in fluid
mechanics. The existing approaches modify or supplement the original turbulence model by …

Comparing local energy cascade rates in isotropic turbulence using structure-function and filtering formulations

H Yao, M Schnaubelt, AS Szalay, TA Zaki… - Journal of Fluid …, 2024 - cambridge.org
Comparing local energy cascade rates in isotropic turbulence using structure-function and
filtering formulations Page 1 J. Fluid Mech. (2024), vol. 980, A42, doi:10.1017/jfm.2023.1066 …

Turbulent drag reduction over curved walls

J Banchetti, P Luchini, M Quadrio - Journal of Fluid Mechanics, 2020 - cambridge.org
This work studies the effects of skin-friction drag reduction in a turbulent flow over a curved
wall, with a view to understanding the relationship between the reduction of friction and …

Analysis of interscale energy transfer in a boundary layer undergoing bypass transition

H Yao, JP Mollicone, G Papadakis - Journal of Fluid Mechanics, 2022 - cambridge.org
The Kármán–Howarth–Monin–Hill equation is employed to study the production and
interscale energy transfer in a boundary layer undergoing bypass transition due to free …

Exact regularised point particle (ERPP) method for particle-laden wall-bounded flows in the two-way coupling regime

F Battista, JP Mollicone, P Gualtieri… - Journal of fluid …, 2019 - cambridge.org
The exact regularised point particle (ERPP) method is extended to treat the inter-phase
momentum coupling between particles and fluid in the presence of walls by accounting for …

Structure function tensor equations in inhomogeneous turbulence

D Gatti, A Chiarini, A Cimarelli… - Journal of Fluid …, 2020 - cambridge.org
Exact budget equations for the second-order structure function tensor. In a third example, the
AGKE are computed for a separating and reattaching flow. The process of spanwise-vortex …

Implicit large-eddy simulations of turbulent flow in a channel via spectral/hp element methods

R Wang, F Wu, H Xu, SJ Sherwin - Physics of Fluids, 2021 - pubs.aip.org
The spectral/hp element method [which is the hp-version finite element method, where h
denotes the h-version finite element method and p denotes the p-version finite element …

[HTML][HTML] Superhydrophobic surfaces to reduce form drag in turbulent separated flows

JP Mollicone, F Battista, P Gualtieri, CM Casciola - AIP Advances, 2022 - pubs.aip.org
The drag force acting on a body moving in a fluid has two components, friction drag due to
fluid viscosity and form drag due to flow separation behind the body. When present, form …

Energy cascade phenomena in temporal boundary layers

A Cimarelli, G Boga, A Pavan, P Costa… - Flow, Turbulence and …, 2024 - Springer
The geometrically complex mechanisms of energy transfer in the compound space of scales
and positions of wall turbulent flows are investigated in a temporally evolving boundary …

Multiscale dynamics in streamwise-rotating channel turbulence

R Hu, X Li, C Yu - Journal of Fluid Mechanics, 2023 - cambridge.org
In this paper the multiscale dynamics of streamwise-rotating channel turbulence is studied
through direct numerical simulations. Using the generalized Kolmogorov equation, we find …