"Diffusing diffusivity": A model for anomalous and "anomalous yet Brownian" diffusion
arXiv:1404.3573 · doi:10.1103/PhysRevLett.113.098302
Abstract
Wang et al. [PNAS 106 (2009) 15160] have found that in several systems the linear time dependence of the mean-square displacement (MSD) of diffusing colloidal particles, typical of normal diffusion, is accompanied by a non-Gaussian displacement distribution (DisD), with roughly exponential tails at short times, a situation they termed "anomalous yet Brownian" diffusion. The diversity of systems in which this is observed calls for a generic model. We present such a model where there is "diffusivity memory" but no "direction memory" in the particle trajectory, and we show that it leads to both a linear MSD and a non-Gaussian DisD at short times. In our model, the diffusivity is undergoing a (perhaps biased) random walk, hence the expression "diffusing diffusivity". The DisD is predicted to be exactly exponential at short times if the distribution of diffusivities is itself exponential, but an exponential remains a good fit to the DisD for a variety of diffusivity distributions. Moreover, our generic model can be modified to produce subdiffusion.
5 pages, 3 figures
References in corpus (5)
- Anomalous transport in the crowded world of biological cells
- Universal nature of particle displacements close to glass and jamming transitions
- Single particle tracking in systems showing anomalous diffusion: the role of weak ergodicity breaking
- Nonergodic Subdiffusion from Brownian Motion in an Inhomogeneous Medium
- Fractional Brownian motion approach to polymer translocation: the governing equation of motion
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