Non-Markovian diffusion and the adsorption-desorption process
E. K. Lenzi,
1,2
C. A. R. Yednak,
1,2
and L. R. Evangelista
1
1
Departamento de Física, Universidade Estadual de Maringá, Avenida Colombo 5790, 87020-900 Maringá, PR, Brazil
2
Dipartimento di Fisica, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy
Received 16 November 2009; published 13 January 2010
The non-Markovian diffusion of dispersed particles in a semi-infinite cell of an isotropic fluid limited by an
adsorbing-desorbing surface is theoretically investigated. The density of dispersed particles in the bulk is a
time dependent function and the time dependent density of surface particles is governed by a modified kinetic
equation with a time dependent kernel. In this framework, the densities of bulk and surface particles are
analytically determined, taking into account the conservation of the number of particles immersed in the
sample. This system exhibits anomalous diffusion behavior as well as memory effects in the adsorption-
desorption process. The results obtained here are expected to be useful to investigate the adsorption-desorption
phenomena of neutral as well as charged particles in an isotropic fluid in contact with a solid substrate when
the anomalous diffusion is present.
DOI: 10.1103/PhysRevE.81.011116 PACS numbers: 05.40.-a, 68.43.Mn, 66.10.C-, 47.57.J-
I. INTRODUCTION
One of the most common phenomena in the nature is the
diffusion which may be describe in terms of an stochastic
process. The kind of the diffusion process is related to the
properties of the medium and depends on the conditions im-
posed to the system. This manner, the diffusion may have an
usual behavior where the main characteristic is the square
mean displacement with a linear dependence on time, i.e.,
z - z
2
t 1, which reflects the Markovian nature of this
process or an anomalous behavior 2. The last case usually
occurs when the system present non-Markovian aspects such
as, for example, memory effects 3,4, long-range correla-
tions, and long-range interactions 5–7. A direct conse-
quence is an anomalous spreading of the system manifested
by the square mean displacement which has not linear de-
pendence on time or, in the case of Lévy distributions 8, is
not finite. These situations can be found, for instance, in
atom deposition into a porous substrate 9, diffusion of high
molecular weight polyisopropylacrylamide in nanopores
10, highly confined hard disk fluid mixtures 11, fluctuat-
ing particle fluxes 12, diffusion on fractals 13, ferrofluid
14, and colloids 15. Different diffusive behaviors may
also be exhibited by these systems such as the ones found in
6,7, for the case of long-range interaction, and in 16,17,
for active intracellular transport. This rich variety of situa-
tions may be investigated by several formalisms
2–4,18–20, in particular, by extensions of the diffusion
equation such as the fractional diffusion equations 3,4,21 or
by incorporating spatial and time dependence on the diffu-
sion coefficient. The conditions imposed to the system may
also lead us to an anomalous diffusion 22. A typical situa-
tion may be found in adsorption-desorption process by a sur-
face, governed by a typical balance equation characterizing a
chemical reaction of first kind Langmuir’s approximation,
when the conservation of the number of particles is imposed
22–24. For this case, the results for the momentum distri-
bution 22 show that the system exhibits anomalous diffu-
sion 2 behavior, according to the values of the characteris-
tic times entering the problem. More precisely, not only a
single subdiffusive or superdiffusive motion can be found,
but the system presents a multiple behavior that includes
both modes of subdiffusion and superdiffusion and, for large
times, the normal diffusive behavior. A system presenting
similar behavior can be found in the dynamics of vesicles
driven by adhesion gradients of a Langmuir monolayer 25.
In this scenario, the diffusion process of suspended or dis-
persed particles in an anisotropic media like liquid crystals
26 may be found suitable description. In fact, dispersions
of particles in an anisotropic host medium such as nematic
liquid crystals are responsible for a series of different physi-
cal scenarios deserving a more fundamental explanation
26. Among the systems recently considered, it is worth
mentioning the suspension of magnetic grains 27, silica
spheres 28, latex particles 29, oil droplets 30. All the
bulk effects in these systems have been object of attention in
the last few years.
In this paper, we investigate the adsorption-desorption
process of a system governed by an unusual diffusion equa-
tion which may recover, by suitable choice, several situations
such as the fractional diffusion equations 2–4, fractional
diffusion equations of distributed order 31,32 and Cattaneo
equation 33,34. We also consider here a modified kinetic
equation in which by a suitable choice for a temporal kernel
in the desorption rate can account for the relative importance
of physisorption or of chemisorption 23,24, according to
the time scale governing the adsorption phenomena. Indeed,
more realistic descriptions of the kinetics at the interface in
the framework of a first-order chemical reaction should be
developed by taking into account both the chemisorption and
the physisorption processes, because the actual position of
the molecule on the surface can have a memory of its incom-
ing state, eventually modifying the adsorption-desorption
rates. For this context, we found exact solutions in the
Laplace space and analyzed some representative situations.
These developments are performed in Sec. II while in Sec.
III our discussions and conclusions are presented.
II. PROBLEM
To mathematically formulate the problem we consider a
typical geometry for the sample such that the Cartesian ref-
PHYSICAL REVIEW E 81, 011116 2010
1539-3755/2010/811/0111167 ©2010 The American Physical Society 011116-1