A model of non-Gaussian diffusion in heterogeneous media

被引:67
|
作者
Lanoiselee, Yann [1 ]
Grebenkov, Denis S. [2 ]
机构
[1] Univ Paris Saclay, Ecole Polytech, CNRS, Lab Phys Mat Condensee,UMR 7643, F-91128 Palaiseau, France
[2] UMI 2615 CNRS IUM IITP RAS Steklov MI RAS Skoltec, Interdisciplinary Sci Ctr Poncelet, Bolshoy Vlasyevskiy Pereulok 11, Moscow 119002, Russia
关键词
non-Gaussian diffusion; diffusing diffusivity; intracellular transport; superstatistics; ANOMALOUS DIFFUSION; PARTICLE TRACKING; DYNAMICS; NONERGODICITY; FLUCTUATIONS; STATISTICS;
D O I
10.1088/1751-8121/aab15f
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Recent progress in single-particle tracking has shown evidence of the nonGaussian 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.
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页数:27
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