- Open Access
Nonlocal eddy viscosity for Reynolds stress and passive vector flux in turbulence
Phys. Rev. Fluids 10, 124601 – Published 3 December, 2025
DOI: https://doi.org/10.1103/lxjd-g9cl
Abstract
Local eddy viscosity and diffusivity models are widely used to understand and predict turbulent flows. However, local approximations in space and time are not always valid for actual turbulent flows. Recently, a nonlocal expression for the turbulent scalar flux was verified using the direct numerical simulation (DNS) of homogeneous isotropic turbulence with an inhomogeneous mean scalar. A model for the nonlocal eddy diffusivity was proposed and validated using the DNS data. In this study, using a similar approach, a nonlocal expression for the Reynolds stress and the passive vector flux was investigated using the DNS of homogeneous isotropic turbulence with an inhomogeneous passive vector. The Green's function for the passive vector fluctuation was evaluated to obtain the nonlocal eddy viscosity. The nonlocal expression for the passive vector flux agreed with the value directly obtained from the DNS. The nonlocal effects accounted for the overestimation of the passive vector flux by the local expression as well as the phenomenon of the countergradient diffusion appearing in some regions. A model for the nonlocal eddy viscosity was proposed systematically in a customary manner in the statistical theory of turbulence. The nonlocal eddy viscosity obtained from the model agreed well with the DNS values, including its temporal behavior, and the nonlocal model reproduced the passive vector flux. Because it was already known that the nonlocal eddy viscosity for the passive vector flux can also be applied to the Reynolds stress, these results indicate that the nonlocal eddy viscosity model is useful for gaining insight into momentum transport in turbulence.
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References (44)
- S. Corrsin, Limitations of gradient transport models in random walks and in turbulence, Adv. Geophys. 18A, 25 (1975).
- R. B. Stull, Review of non-local mixing in turbulent atmospheres: Transilient turbulence theory, Boundary-Layer Meteorol. 62, 21 (1993).
- R. B. Stull, Transilient turbulence theory. Part I: The concept of eddy mixing across finite distances, J. Atmos. Sci. 41, 3351 (1984).
- E. E. Ebert, U. Schumann, and R. B. Stull, Nonlocal turbulent mixing in the convective boundary layer evaluated from large-eddy simulation, J. Atmos. Sci. 46, 2178 (1989).
- J. E. Pleim and J. S. Chang, A non-local closure model for vertical mixing in the convective boundary layer, Atmos. Environ. Part A 26, 965 (1992).
- W. G. Large, J. C. McWilliams, and S. C. Doney, Oceanic vertical mixing: A review and a model with a nonlocal boundary layer parameterization, Rev. Geophys. 32, 363 (1994).
- R. Berkowicz and L. P. Prahm, On the spectral turbulent diffusivity theory for homogeneous turbulence, J. Fluid Mech. 100, 433 (1980).
- N. Romanof, Non-local models in turbulent diffusion, Z. Meteorol. 39, 89 (1989).
- N. Romanof, Non-local models for diffusion in atmospheric calm, Romanian J. Meteorol. 8, 37 (2006).
- A. Nakayama and S. Vengadesan, A non-local turbulent transport model, in Proceedings of Ninth Symposium on Turbulent Shear Flows, Kyoto, Japan (1993), p. 26-4-1.
- P. W. Egolf, Difference-quotient turbulence model: A generalization of Prandtl's mixing-length theory, Phys. Rev. E 49, 1260 (1994).
- A. Mani and D. Park, Macroscopic forcing method: A tool for turbulence modeling and analysis of closures, Phys. Rev. Fluids 6, 054607 (2021).
- Y. Shirian and A. Mani, Eddy diffusivity operator in homogeneous isotropic turbulence, Phys. Rev. Fluids 7, L052601 (2022).
- J. Liu, H. H. Williams, and A. Mani, Systematic approach for modeling a nonlocal eddy diffusivity, Phys. Rev. Fluids 8, 124501 (2023).
- D. L. O.-L. Lavacot, J. Liu, H. Williams, B. E. Morgan, and A. Mani, Non-locality of mean scalar transport in two-dimensional Rayleigh–Taylor instability using the macroscopic forcing method, J. Fluid Mech. 985, A47 (2024).
- A. N. Souza, T. Lutz, and G. R. Flierl, Statistical non-locality of dynamically coherent structures, J. Fluid Mech. 966, A44 (2023).
- G. R. Flierl and A. N. Souza, On the non-local nature of turbulent fluxes of passive scalars, J. Fluid Mech. 986, A8 (2024).
- V. V. Uchaikin, Fractional Derivatives for Physicists and Engineers, Volume I Background and Theory (Higher Education Press, Beijing, Springer, Heidelberg, 2013).
- M. Samiee, A. Akhavan-Safaei, and M. Zayernouri, A fractional subgrid-scale model for turbulent flows: Theoretical formulation and a priori study, Phys. Fluids 32, 055102 (2020).
- P. C. Di Leoni, T. A. Zaki, G. Karniadakis, and C. Meneveau, Two-point stress–strain-rate correlation structure and non-local eddy viscosity in turbulent flows, J. Fluid Mech. 914, A6 (2021).
- M. Samiee, A. Akhavan-Safaei, and M. Zayernouri, Tempered fractional LES modeling, J. Fluid Mech. 932, A4 (2022).
- S. H. Seyedi and M. Zayernouri, A data-driven dynamic nonlocal subgrid-scale model for turbulent flows, Phys. Fluids 34, 035104 (2022).
- S. H. Seyedi, A. Akhavan-Safaei, and M. Zayernouri, Dynamic nonlocal passive scalar subgrid-scale turbulence modeling, Phys. Fluids 34, 105122 (2022).
- R. Fang, D. Sondak, P. Protopapas, and S. Succi, Neural network models for the anisotropic Reynolds stress tensor in turbulent channel flow, J. Turbul. 21, 525 (2020).
- P. P. Mehta, Fractional and tempered fractional models for Reynolds-averaged Navier–Stokes equations, J. Turbul. 24, 507 (2023).
- R. H. Kraichnan, The structure of isotropic turbulence at very high Reynolds numbers, J. Fluid Mech. 5, 497 (1959).
- P. H. Roberts, Analytical theory of turbulent diffusion, J. Fluid Mech. 11, 257 (1961).
- R. H. Kraichnan, Direct-interaction approximation for shear and thermally driven turbulence, Phys. Fluids 7, 1048 (1964).
- R. H. Kraichnan, Eddy viscosity and diffusivity: Exact formulas and approximations, Complex Syst. 1, 805 (1987).
- F. Hamba, An analysis of nonlocal scalar transport in the convective boundary layer using the Green's function, J. Atmos. Sci. 52, 1084 (1995).
- F. Hamba, Analysis and modelling of non-local eddy diffusivity for turbulent scalar flux, J. Fluid Mech. 950, A38 (2022).
- A. Yoshizawa, Statistical analysis of the deviation of the Reynolds stress from its eddy-viscosity representation, Phys. Fluids 27, 1377 (1984).
- A. Yoshizawa, Hydrodynamic and Magnetohydrodynamic Turbulent Flows: Modelling and Statistical Theory (Kluwer, Dordrecht, 1998).
- F. Hamba, Non-local eddy diffusivity model based on turbulent energy density in scale space, J. Fluid Mech. 977, A11 (2023).
- F. Hamba, Scale-space energy density for inhomogeneous turbulence based on filtered velocities, J. Fluid Mech. 931, A34 (2022).
- F. Hamba, Analysis and modelling of non-local eddy diffusivity in turbulent channel flow, J. Fluid Mech. 1012, A21 (2025).
- F. Hamba, Nonlocal analysis of the Reynolds stress in turbulent shear flow, Phys. Fluids 17, 115102 (2005).
- J. Yang, T. Gotoh, H. Miura, and T. Watanabe, Statistical properties of an incompressible passive vector convected by isotropic turbulence, Phys. Rev. Fluids 4, 064601 (2019).
- J. Jiménez, A. A. Wray, P. G. Saffman, and R. S. Rogallo, The structure of intense vorticity in isotropic turbulence, J. Fluid Mech. 255, 65 (1993).
- Y. Yamazaki, T. Ishihara, and Y. Kaneda, Effects of wavenumber truncation on high-resolution direct numerical simulation of turbulence, J. Phys. Soc. Jpn. 71, 777 (2002).
- B. Weigand, J. R. Ferguson, and M. E. Crawford, An extended Kays and Crawford turbulent Prandtl number model, Int. J. Heat Mass Transfer 40, 4191 (1997).
- H. Kawamura, H. Abe, and Y. Matsuo, DNS of turbulent heat transfer in channel flow with respect to Reynolds and Prandtl number effects, Int. J. Heat Fluid Flow 20, 196 (1999).
- T. Fang, Understanding of the dissimilarity between momentum and scalar transfer in wall turbulence based on non-locality of eddy diffusivity, Ph.D. thesis, The University of Tokyo, 2025.
- E. Knobloch, The diffusion of scalar and vector fields by homogeneous stationary turbulence, J. Fluid Mech. 83, 129 (1977).