Almost-everywhere singular (AES) distributions, usually referred to as
multifractal measures, provide an intermediate link between atomic di
stributions (distributions represented by a countable superposition of
Dirac's delta terms) and smooth regular distributions. This article s
houts how AES distributions can be rigorously treated in connection wi
th distributed-parameter models and presents closed-form expressions a
nd/or recursive, uniformly converging approximation methods for integr
al transforms (Laplace and Stieltjes). In particular, exact results ar
e obtained and discussed for linear and uniform nonlinear kinetics and
for transport schemes in the presence of continuous mixtures. The phy
sical origin of AES distributions in real systems is also detailed.