- Pattern Formation in Shaken Granular Beds -

   - see Nature 574 (1997) pp. 574-6; (available online to subscribers) also review on pp. 541-2 by P. Umbanhowar

These are computational results for patterns from a simulation meant to mimic a shallow shaken granular layer (see also Chicago granular page and Austin granular page). All figures are 2D projections from simulations using 32767 particles.

Things to note:

Many patterns are possible, for example:

These patterns can be quite large scale (cell diameter >> particle diameter), while still
   possessing smaller scale structure.

The onset of these patterns starting from random initial conditions is fairly rapid. For
   example, plotted below is the progression over time from a random initial state.

The onset characteristics of the various patterns are not well understood. Below are onset
   data determined using auto-correlation analysis. Various different patterns are plotted
   as functions of V, which determines the strength of shaking of the simulated granular
   bed, and T, the period between successive shakes.

The patterns shown above are 2D projections; if one looks instead at densities of particles,
   one can find very large concentrations (as high as 300 particles deep) near the vertices of the
   patterns. Below is a plot of density versus position (one particle diameter occupies one unit
   on the horizontal scales).