Ar. Kerstein et Pa. Mcmurtry, MEAN-FIELD THEORIES OF RANDOM ADVECTION, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics, 49(1), 1994, pp. 474-482
Two mean-field theories of random advection are formulated for the pur
pose of predicting the probability density function (PDF) of a randoml
y advected passive scalar, subject to an imposed mean scalar gradient.
One theory is a generalization of the mean-field analysis used by Hol
zer and Pumir [Phys. Rev. E 47, 202 (1993)] to derive the phenomenolog
ical model of Pumir, Shraiman, and Siggia [Phys. Rev. Lett. 66, 2984 (
1991)] governing PDF shape in the imposed-gradient configuration. The
other theory involves a Langevin equation representing concentration t
ime history within a fluid element. Predicted PDF shapes are compared
to results of advection simulations by Holzer and Pumir. Both:theories
reproduce gross trends, but the Langevin theory provides the better r
epresentation of detailed features of the PDF's. An analogy is; noted
between the two theories and two widely used engineering models of tur
bulent mixing.