We study agitated frictional disks in two dimensions with the aim of developing a scaling theory for their diffusion over time. As a function of the area fraction φ and mean-square velocity fluctuations v² the mean-square displacement of the disks d² spans four to five orders of magnitude. The motion evolves from a subdiffusive form to a complex diffusive behavior at long times. The statistics of dⁿ at all times are multiscaling, since the probability distribution function (PDF) of displacements has very broad wings. Even where a diffusion constant can be identified it is a complex function of φ and v². By identifying the relevant length and time scales and their interdependence one can rescale the data for the mean-square displacement and the PDF of displacements into collapsed scaling functions for all φ and v². These scaling functions provide a predictive tool, allowing one to infer from one set of measurements (at a given φ and v²) what are the expected results at any value of φ and v² within the scaling range.
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Hentschel et al. (2019) studied this question.
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