In this paper we present spectral algorithms for the solution of mesoscopic
equations describing a broad class of pattern formation mechanisms, focusi
ng oil a prototypical system of surface processes. These models are in prin
ciple stochastic integrodifferential equations and are derived directly fro
m microscopic lattice models, containing detailed information on particle-p
article interactions and particle dynamics. The enhanced computational effi
ciency and accuracy of spectral methods versus finite difference methods ar
e also described. (C) 2001 Academic Press.