On the energy dissipation rate of ensemble eddy viscosity models of turbulence: Shear flows
This addresses a key issue in turbulence simulation for fluid dynamics, offering a more accurate and simpler alternative to classical models, though it appears incremental as an extension of ensemble methods.
The paper investigates whether ensemble eddy viscosity models over-diffuse solutions in turbulence modeling for shear flows, finding that this approach avoids over-diffusion and produces correct near-wall asymptotic behavior with lower complexity and greater accuracy.
Classical eddy viscosity models add a viscosity term with turbulent viscosity coefficient developed beginning with the Kolmogorov-Prandtl parameterization. Approximations of unknown accuracy of the unknown mixing lengths and turbulent kinetic energy are typically constructed by solving associated systems of nonlinear convection-diffusion-reaction equations with nonlinear boundary conditions. Often these over-diffuse so additional fixes are added such as wall laws or using different approximations in different regions (which must also be specified). Alternately, one can solve an ensemble of NSE's with perturbed data, compute the ensemble mean and fluctuation and simply compute directly the turbulent viscosity parameterization. This idea is recent, seems to be of lower complexity and greater accuracy and produces parameterizations with the correct near wall asymptotic behavior. The question then arises: Does this ensemble eddy viscosity approach over-diffuse solutions? This question is addressed herein.