Convection cells in vibrating granular media.

We present molecular dynamics simulations of granular material submitted to vibrations in a two-dimensional system. The direction of the motion relative to the walls depends on shear friction. We measure the strength of the convection velocity and find a characteristic resonance frequency as in experiments.