H. Huang et al., STRUCTURE FACTOR SCALING IN AGGREGATING SYSTEMS, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics, 57(1), 1998, pp. 875-880
We study the structure factor of evolving two-phase systems such as ag
gregating colloids and spinodally decomposing fluids. We interpret the
total structure factor as described well by the product of cluster-cl
uster and single-cluster structure factors, each with their own charac
teristic length, the mean cluster nearest-neighbor separation, and the
cluster size, respectively. Both length scales are thus relevant to t
he total structure factor. For systems with moderate to strong cluster
-cluster correlations, this product causes an apparent peak in the str
ucture factor. For compact clusters, i.e., clusters with a fractal dim
ension equal to the spatial dimension, this peak obeys the experimenta
lly observed scaling law. However, for fractal clusters the two length
scales evolve differently, hence scaling cannot occur. Despite this,
our simulations show an apparent scaling when the system is dense enou
gh so that the two length scales are comparable in magnitude. When thi
s occurs, each length scale eliminates the individual effect of the ot
her from the total structure factor leaving a peak. These results expl
ain both the lack of scaling early and the scaling observed latter in
experiments on aggregating colloids. An important conclusion is that t
he position of this peak q(m) does not represent a true length scale o
f the system.