Nc. Karayiannis et al., Diffusion of small molecules in disordered media: study of the effect of kinetic and spatial heterogeneities, CHEM ENG SC, 56(8), 2001, pp. 2789-2801
The diffusion of small molecules in disordered media has been studied by em
ploying kinetic Monte Carlo (KMC) simulations and the time-dependent effect
ive medium approximation (EMA). The simulations were conducted in a cubic l
attice, to the bonds of which were assigned rate constants governing the el
ementary jump events, according to a prescribed probability distribution fu
nction. Different distributions with a variance ranging from a very small v
alue, representative of a homogeneous medium, to a very large value, repres
entative of a highly disordered, heterogeneous medium, were studied. It was
found that the variance of the distribution of rate constants has a profou
nd effect on the diffusion process, giving rise to an anomalous, non-Fickia
n regime at short time scales. The higher the variance of the distribution,
the longer the duration of the anomalous regime and the smaller the value
of the diffusion coefficient in the long-time, Fickian regime. The EMA-base
d calculations are in excellent quantitative agreement with the simulation
findings, particularly for distributions of not too high variance. Simulati
ons were also performed on spatially correlated lattices, consisting of dom
ains within each of which the rate constants assume similar values. Spatial
correlations were found to strongly influence the diffusion process at sho
rt time scales, prolonging the duration of the anomalous regime; at long ti
me scales, however, spatially correlated lattices are characterized by the
same diffusivity as uncorrelated ones with the same rate constant distribut
ion. (C) 2001 Elsevier Science Ltd. All rights reserved.