PHYSICAL REVIEW E 89, 052145 (2014)
Colored-noise Fokker-Planck equation for the shear-induced self-diffusion process
of non-Brownian particles
Laura J. Lukassen
*
and Martin Oberlack
†
Graduate School of Excellence Computational Engineering, TU Darmstadt and Department of Mechanical Engineering,
Chair of Fluid Dynamics, TU Darmstadt, Germany
(Received 21 November 2013; published 29 May 2014)
In the literature, it is pointed out that non-Brownian particles tend to show shear-induced diffusive behavior
due to hydrodynamic interactions. Several authors indicate a long correlation time of the particle velocities
in comparison to Brownian particle velocities modeled by a white noise. This work deals with the derivation
of a Fokker-Planck equation both in position and velocity space which describes the process of shear-induced
self-diffusion, whereas, so far, this problem has been described by Fokker-Planck equations restricted to position
space. The long velocity correlation times actually would necessitate large time-step sizes in the mathematical
description of the problem in order to capture the diffusive regime. In fact, time steps of specific lengths pose
problems to the derivation of the corresponding Fokker-Planck equation because the whole particle configuration
changes during long time-step sizes. On the other hand, small time-step sizes, i.e., in the range of the velocity
correlation time, violate the Markov property of the position variable. In this work we regard the problem of
shear-induced self-diffusion with respect to the Markov property and reformulate the problem with respect to
small time-step sizes. In this derivation, we regard the nondimensionalized Langevin equation and develop a new
compact form which allows us to analyze the Langevin equation for all time scales of interest for both Brownian
and non-Brownian particles starting from a single equation. This shows that the Fokker-Planck equation in
position space should be extended to a colored-noise Fokker-Planck equation in both position and colored-noise
velocity space, which we will derive.
DOI: 10.1103/PhysRevE.89.052145 PACS number(s): 05.40.−a, 05.10.Gg, 47.55.Kf , 47.27.W−
I. INTRODUCTION
Non-Brownian particles in shear flow have become a
considerably discussed topic throughout the literature. As
the name implies, non-Brownian particles do not perform
the well-known Brownian motion, which is an infinitely
short correlated motion due to the molecule pushes of the
surrounding solvent. Still, also non-Brownian particles are
found to perform diffusive motion. This type of diffusion
has been found to occur for particles with negligible inertia
in Stokes flow in the absence of any kind of Brownian or
turbulent diffusion [1]. Indeed, the so-called shear-induced
self-diffusion results from hydrodynamic interactions between
particles in the flow. This remarkable phenomenon has been
subject to various theoretical, experimental, and numerical
works, which are summarized below. The starting point of
theoretical considerations is the two-particle interaction of
purely hydrodynamically interacting particles with negligible
inertia in Stokes flow as described by Batchelor and Green [2],
[3] and in a review by Morris [4]. Though a viscous fluid is
considered, mathematically this implies fore-aft symmetry of
particle pair trajectories and reversibility [2–5].
From a theoretical point of view, this fore-aft symmetry
and reversibility is refracted, the reasons being manifold, cf.
Refs. [4,6–8], including surface roughness [9,10], weak
Brownian motion and interparticle forces [5], and inertia [11].
The underlying process of shear-induced self-diffusion was
evaluated experimentally, see, e.g., Refs. [1,12,13]. Numerical
considerations can be found in, e.g., Refs. [14–17] using the
*
lukassen@gsc.tu-darmstadt.de
†
oberlack@fdy.tu-darmstadt.de
Stokesian dynamics method [18] and in, e.g., Ref. [7] using
so-called accelerated Stokesian dynamics [19]. Further, Pine
et al. [20] compare experimental data with numerical results
obtained by the Stokesian dynamics method. Even though
Drazer et al. [15] use a repulsive force in their simulation,
they argue that the diffusive behavior should also follow in the
case of purely hydrodynamically interacting particles. In the
present paper, which focuses on theoretical derivations, we
also regard the case of purely hydrodynamically interacting
particles and follow the assumptions in Refs. [7,8] that enough
many-particle interactions suffice to create diffusive behavior.
The common models to describe particle flows either refer
to an equation of motion (Langevin equation or Langevin-like
equation) or the corresponding Fokker-Planck equation. One
essential part of the present work is an asymptotics of the
equation of motion in Sec. II, which includes the analysis for
Brownian and non-Brownian particles for all apparent time
scales, here the inertial relaxation time scale and the time scale
of configurational changes, in a single starting equation. The
asymptotics to be discussed here can be placed in a context
of other asymptotics, e.g., Refs. [11,18,21–23], whereby we
derive a new compact form which includes all other cases as
special cases.
The corresponding Fokker-Planck equation depends on the
time scale of interest and differs from the Brownian to the
non-Brownian case. The basic version of the Fokker-Planck
equation derived for Brownian particles provides an equation
in position-velocity space (also indicated as phase space
distribution), cf. Refs. [21,24,25]. Under the assumption that
the velocity relaxes to equilibrium on a smaller time scale
than the position, this form can be reduced to position space
(Smoluchowski equation) [24,25]. Further, the reduction of the
1539-3755/2014/89(5)/052145(15) 052145-1 ©2014 American Physical Society