On the emergence of the Navier-Stokes-$\alpha$ model for turbulent channel flows
Ciprian Foias, Jing Tian, Bingsheng Zhang

TL;DR
This paper demonstrates how wall roughness in turbulent channel flows naturally leads to the emergence of the Navier-Stokes-$oldsymbol{ extalpha}$ model through a specific Reynolds averaging process, linking turbulence modeling to physical wall effects.
Contribution
It introduces a simple Reynolds averaging method that, due to wall roughness, transforms the Navier-Stokes equations into the Navier-Stokes-$oldsymbol{ extalpha}$ model, providing a physical basis for this turbulence model.
Findings
Wall roughness induces the Navier-Stokes-$\alpha$ model from Navier-Stokes equations.
Reynolds averaging linked to wall effects explains turbulence modeling.
Supports the Navier-Stokes-$\alpha$ model as a Reynolds-averaged turbulence model.
Abstract
In a series of papers (see \cite{CDT02} and the pertinent references therein) the 3D Navier-Stokes- model were shown to be a useful complement to the 3D Navier-Stokes equations; and in particular, to be a good Reynolds version of the latter equations. In this work, we introduce a simple Reynolds averaging which, due to the wall roughness, transforms the Navier-Stokes equations into the Navier-Stokes- model.
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