Abstract
A stochastic model, validated by numerical simulations, is used to analyze granular convection. The vertical flow field is found to depend on the hyperbolic cosine of the horizontal coordinate and on a mixed linear-exponential function of the vertical coordinate. Separate cellular automata and particle dynamic simulations are included. Results agree with existing experimental studies and give predictions to be tested experimentally.
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