A model of non-Gaussian diffusion in heterogeneous media

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Abstract

Recent progress in single-particle tracking has shown evidence of the non-Gaussian distribution of displacements in living cells, both near the cellular membrane and inside the cytoskeleton. Similar behavior has also been observed in granular materials, turbulent flows, gels and colloidal suspensions, suggesting that this is a general feature of diffusion in complex media. A possible interpretation of this phenomenon is that a tracer explores a medium with spatio-temporal fluctuations which result in local changes of diffusivity. We propose and investigate an ergodic, easily interpretable model, which implements the concept of diffusing diffusivity. Depending on the parameters, the distribution of displacements can be either flat or peaked at small displacements with an exponential tail at large displacements. We show that the distribution converges slowly to a Gaussian one. We calculate statistical properties, derive the asymptotic behavior and discuss some implications and extensions.

Original languageEnglish
Article number145602
JournalJournal of Physics A: Mathematical and Theoretical
Volume51
Issue number14
DOIs
Publication statusPublished - 12 Mar 2018
Externally publishedYes

Keywords

  • diffusing diffusivity
  • intracellular transport
  • non-Gaussian diffusion
  • superstatistics

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