We describe massively parallel finite element computations of fluid dynamic
s for several crystal growth systems. Examples are presented of how large-s
cale numerical simulations have been used to gain insights to the workings
of several processes, specifically the melt growth of oxide crystals by the
Czochralski process and the solution growth of nonlinear optical crystals.
These systems are characterized by nonlinear interactions between field an
d interfacial phenomena - the transport of momentum, heat, and mass coupled
with solidification kinetics. Modern finite element methods show great pot
ential to provide the understanding needed to optimize these processes.