This article reviews the topic of computer simulation of the various p
rocesses that determine evolution of grain structure in polycrystallin
e thin films. The evolution typically begins with the nucleation of in
dividual crystals, which then grow until they impinge upon each other
and form a continuous film. The microstructures created depend on both
the nucleation conditions and the growth conditions. After impingemen
t, the grain boundaries so formed may migrate, which leads to grain gr
owth. If the grain size is small compared with the film thickness, the
n the grain structure and the grain growth process are three-dimension
al. As the grains grow to become larger than the film thickness, so th
at most grains traverse the entire thickness of the film, the microstr
ucture may approach the conditions for a two-dimensional description t
o apply. At this point, however, the surface energy associated with th
e two free surfaces of the film becomes comparable with the surface en
ergy of the grain boundaries, and the free surface may profoundly affe
ct the grain growth. One effect is that grooves may develop along the
lines where the grain boundaries meet the free surface, pinning the bo
undaries against further migration and leading to grain-growth stagnat
ion. Another possible effect is that differences in the free surface e
nergy for grains with different crystallographic orientation may provi
de a driving force for the migration of the boundaries that is additio
nal to that provided by grain boundary capillarity. Grains with favora
ble orientations will grow at the expense of grains with unfavorable o
rientations, leading to abnormal or secondary grain growth in which a
few grains grow very large by consuming the normal grains.