The lattice Boltzmann method (LBM) is used to simulate viscous fluid f
low through a column of glass beads. The results suggest that the norm
alized velocity distribution is sensitive to the spatial resolution bu
t not the details of the packing. With increasing spatial resolution,
simulation results converge to a velocity distribution with a sharp pe
ak near zero. A simple argument is presented to explain this result. C
hanges in the shape of the distribution as a function of flow rate are
determined for low Reynolds numbers, and the large-velocity tail of t
he distribution is shown to depend on the packing geometry. The effect
of a finite Reynolds number on the apparent permeability is demonstra
ted and discussed in relation to previous results in the literature. C
omparison with velocity distributions from NMR (nuclear magnetic reson
ance) spectroscopy finds qualitative agreement after adjusting for dif
fusion effects in the NMR distributions, (C) 1998 American Institute o
f Physics.