Continuous-time random-walk model for anomalous diffusion in expanding media
arXiv:1706.06793 · doi:10.1103/PhysRevE.96.032117
Abstract
Expanding media are typical in many different fields, e.g. in Biology and Cosmology. In general, a medium expansion (contraction) brings about dramatic changes in the behavior of diffusive transport properties. Here, we focus on such effects when the diffusion process is described by the Continuous Time Random Walk (CTRW) model. For the case where the jump length and the waiting time probability density functions (pdfs) are long-tailed, we derive a general bifractional diffusion equation which reduces to a normal diffusion equation in the appropriate limit. We then study some particular cases of interest, including Lévy flights and subdiffusive CTRWs. In the former case, we find an analytical exact solution for the Green's function (propagator). When the expansion is sufficiently fast, the contribution of the diffusive transport becomes irrelevant at long times and the propagator tends to a stationary profile in the comoving reference frame. In contrast, for a contracting medium a competition between the spreading effect of diffusion and the concentrating effect of contraction arises. For a subdiffusive CTRW in an exponentially contracting medium, the latter effect prevails for sufficiently long times, and all the particles are eventually localized at a single point in physical space. This "Big Crunch" effect stems from inefficient particle spreading due to subdiffusion. We also derive a hierarchy of differential equations for the moments of the transport process described by the subdiffusive CTRW model. In the case of an exponential expansion, exact recurrence relations for the Laplace-transformed moments are obtained. Our results confirm the intuitive expectation that the medium expansion hinders the mixing of diffusive particles occupying separate regions. In the case of Lévy flights, we quantify this effect by means of the so-called "Lévy horizon".
36 pages, 4 figures (v2: corrected typos, improved notation, three new references and a new appendix)
References in corpus (20)
- The scaling laws of human travel
- Forecast and Control of Epidemics in a Globalized World
- Levy Flights in External Force Fields: Langevin and Fractional Fokker-Planck Equations, and their Solutions
- On reaction-subdiffusion equations
- A Fractional-Order Infectivity SIR Model
- The Continuous Time Random Walk, still trendy: Fifty-year history, state of art, and outlook
- Fractional Fokker-Planck dynamics: Numerical algorithm and simulations
- Non-Markovian Random Walks and Non-Linear Reactions: Subdiffusion and Propagating Fronts
- Reaction-subdiffusion and reaction-superdiffusion equations for evanescent particles performing continuous time random walks
- Diffusion of Cosmic Rays in Expanding Universe. (I)
- Inhomogeneous extragalactic magnetic fields and the second knee in the cosmic ray spectrum
- Diffusion of Cosmic Rays in the Expanding Universe. II. Energy Spectra of Ultra-High Energy Cosmic Rays
- Survival probability of an immobile target in a sea of evanescent diffusive or subdiffusive traps: a fractional equation approach
- Optimal search strategies of space-time coupled random walkers with finite lifetimes
- Pattern Formation on Networks with Reactions: A Continuous Time Random Walk Approach
- Diffusion in an expanding medium: Fokker-Planck equation, Green's function and first-passage properties
- Evanescent continuous time random walks
- A microscopic approach to nonlinear Reaction-Diffusion: the case of morphogen gradient formation
- Nonlinear degradation enhanced transport of morphogens performing subdiffusion
- Anomalous reaction-transport processes: the dynamics beyond the Mass Action Law
Cited by in corpus (15)
- Subdiffusion equation with Caputo fractional derivative with respect to another function
- Subdiffusion in an external force field
- Continuous time random walks and Fokker-Planck equation in expanding media
- Reaction-diffusion and reaction-subdiffusion equations on arbitrarily evolving domains
- Subdiffusion equation with fractional Caputo time derivative with respect to another function in modeling transition from ordinary subdiffusion to superdiffusion
- Ergodic property of random diffusivity system with trapping events
- Generalised fractional diffusion equations for subdiffusion on arbitrarily growing domains
- Continuous Time Random Walk in a velocity field: Role of domain growth, Galilei-invariant advection-diffusion, and kinetics of particle mixing
- Apparent superballistic dynamics in one-dimensional random walks with biased detachment
- Langevin picture of anomalous diffusion processes in expanding medium
- Encounter-controlled coalescence and annihilation on a one-dimensional growing domain
- The standard and the fractional Ornstein-Uhlenbeck process on a growing domain
- Lévy walk dynamics in non-static media
- Numerical algorithm for the model describing anomalous diffusion in expanding media
- Energetic particles and high-energy processes in cosmological filaments and their astronomical implications