Diffusion in spatially and temporarily inhomogeneous media
H. Lehr
*
and F. Sague
´
s
Departament de Quı ´mica Fı ´sica, Universitat de Barcelona, 08028 Barcelona, Spain
J. M. Sancho
Departament d’Estructura i Constituents de la Materia, Universitat de Barcelona, 08028 Barcelona, Spain
Received 30 April 1996
In this paper we consider diffusion of a passive substance C in a temporarily and spatially inhomogeneous
two-dimensional medium. As a realization for the latter we choose a phase-separating medium consisting of
two substances A and B , whose dynamics is determined by the Cahn-Hilliard equation. Assuming different
diffusion coefficients of C in A and B , we find that the variance of the distribution function of the said
substance grows less than linearly in time. We derive a simple identity for the variance using a probabilistic
ansatz and are then able to identify the interface between A and B as the main cause for this nonlinear
dependence. We argue that, finally, for very large times the here temporarily dependent diffusion ‘‘constant’’
goes like t
-1/3
to a constant asymptotic value D
. The latter is calculated approximately by employing the
effective-medium approximation and by fitting the simulation data to the said time dependence.
S1063-651X9602111-3
PACS numbers: 64.60.My, 47.27.Sd
I. INTRODUCTION
Needless to say, diffusion is a very important physical
process and of major practical interest in many fields of sci-
ence, ranging from statistical optics to diffusion controlled
chemical reactions. Usually, when treating diffusion in liq-
uids, one considers the medium to be homogeneous, al-
though numerous examples exist where this assumption is
not appropriate.
In this contribution we would like to study the case where
the medium is no longer homogeneous, but has dynamically
evolving inhomogeneities. We have opted here to use as a
medium a solution of a dynamical equation corresponding to
a binary alloy phase separation problem, i.e. in this case the
well-known Cahn-Hilliard equation 1,2see, e.g., 3–5 for
more recent literature on the theoretical aspects and 6–8 on
the applied aspects of this subject. This equation describes
the phase separation following a quench of a nonmiscible
binary mixture with phases A and B ) inside its coexistence
curve. It is known see, e.g., 9 and references therein that
the solutions to this equation are very structured, their con-
figuration depending on the relative concentration of the
phases.
Despite the importance of the actual physical situation
that leads to the Cahn-Hilliard equation, it will serve here
more as a model for a dynamically evolving inhomogeneous
medium. Because of the properties mentioned it appears to
be an ideal candidate because we are able to study the diffu-
sion in a rather rigidly structured medium.
The idea for the study is now as follows. We assume that
the scalar C has different nonvanishing diffusion coefficients
in the phases A and B . If we mix these components the
diffusion coefficient at every space and time point will be
proportional to the amount of phase A and phase B present at
this point. Now, we let these concentrations or rather the
difference in molar fraction evolve in time according to the
Cahn-Hilliard equation. The question of interest then is the
temporal development of the mean-square displacement of
the dispersed scalar.
Therefore let us call the variable that according to the
Cahn-Hilliard equation describes the temporal development
of the difference in molar fraction
t
=
2
- +
3
-
2
. 1
with initial conditions being
r ,0 =
0
+ .
is a uniform random variable, whose actual range is not
of critical importance as long as its average vanishes. Here
we have chosen -0.1,0.1 .
0
is the average difference
in mole fraction. This average is an important parameter in-
sofar as it determines the configuration of the appearing
structures or inhomogeneities. So it is known, e.g., that for
0
=0.4( -0.4) droplets of B ( A ) in A ( B ) appear, while for
0
=0 one finds lamellar structures; see Fig. 1. The equilib-
rium stable states of this differential equation lie at
=1.
Figure 1 shows these three cases. Figure 1a depicts the
choice
0
=-0.4, Fig. 1b
0
=0.0, and Fig. 1c
0
=0.4 at
time t =200. The average size of the appearing structures
grows according to the Lifshitz-Slyozov time law 2, i.e.,
with t
1/3
. Due to the conservative nature of Eq. 1, though,
the total area occupied by the structures is constant. This
means that the number of the structures growing with t
1/3
has
to decrease with t
-2/3
. Considering now the interface i.e.,
the borders between zones of positive and negative ), one
*
Permanent address: I.N. Stranski Insitut, Sekretariat ER 1, Tech-
nische Universita ¨t Berlin, Straße d. 17, Juni 112, D-10 623 Berlin,
Germany.
PHYSICAL REVIEW E NOVEMBER 1996 VOLUME 54, NUMBER 5
54 1063-651X/96/545/50289/$10.00 5028 © 1996 The American Physical Society