A model of non-Gaussian diffusion in heterogeneous media
arXiv:1711.09588 · doi:10.1088/1751-8121/aab15f
Abstract
Recent progresses in single particle tracking have shown evidences of non-Gaussian distribution of displacements in living cells, both near the cellular membrane and inside the cytoskeleton. A similar behavior has also been observed in granular media, 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.
References in corpus (10)
- Anomalous transport in the crowded world of biological cells
- Random Time-Scale Invariant Diffusion and Transport Coefficients
- Universal nature of particle displacements close to glass and jamming transitions
- "Diffusing diffusivity": A model for anomalous and "anomalous yet Brownian" diffusion
- Weak ergodicity breaking of receptor motion in living cells stemming from random diffusivity
- Non-universal tracer diffusion in crowded media of non-inert obstacles
- The Plasma Membrane is Compartmentalized by a Self-Similar Cortical Actin Meshwork
- Anomalous diffusion in time-fluctuating non-stationary diffusivity landscapes
- Tracer diffusion in a sea of polymers with binding zones: mobile vs frozen traps
- Velocity correlations in dense granular flows observed with internal imaging
Cited by in corpus (29)
- Diffusion-limited reactions in dynamic heterogeneous media
- Random diffusivity from stochastic equations: comparison of two models for Brownian yet non-Gaussian diffusion
- Two Coupled Mechanisms Produce Fickian, yet non-Gaussian Diffusion in Heterogeneous Media
- First passage statistics for diffusing diffusivity
- The Hitchhiker model for Laplace diffusion processes in the cell environment
- Brownian motion and beyond: first-passage, power spectrum, non-Gaussianity, and anomalous diffusion
- Heterogeneities Shape Passive Intracellular Transport
- Time-averaged MSD for switching diffusion
- Universal spectral features of different classes of random diffusivity processes
- On relation between generalized diffusion equations and subordination schemes
- Manifestations of Projection-Induced Memory: General Theory and the Tilted Single File
- Random coefficient autoregressive processes describe Brownian yet non-Gaussian diffusion in heterogeneous systems
- Superstatistical modelling of protein diffusion dynamics in bacteria
- A unifying approach to first-passage time distributions in diffusing diffusivity and switching diffusion models
- Non-Gaussian diffusion of mixed origins
- Fractional Fokker-Planck equation from non-singular kernel operators
- Non-Gaussian diffusion near surfaces
- Non-Gaussian displacement distributions in models of heterogeneous active particle dynamics
- Exact first-passage time distributions for three random diffusivity models
- Finite-energy Lévy-type motion through heterogeneous ensemble of Brownian particles
- Transport and phase separation of active Brownian particles in fluctuating environments
- Resetting by rescaling: exact results for a diffusing particle in one-dimension
- Temperature and friction fluctuations inside a harmonic potential
- Active particle in a harmonic trap driven by a resetting noise: an approach via Kesten variables
- Super-Gaussian, super-diffusive transport of multi-mode active matter
- Dynamically emergent correlations in a Brownian gas with diffusing diffusivity
- Exact height distribution in one-dimensional Edwards-Wilkinson interface with diffusing diffusivity
- Evaluating Gaussianity of heterogeneous fractional Brownian motion
- First passage time properties of diffusion with a broad class of stochastic diffusion coefficients