Correlated continuous-time random walks in external force fields.

We study the anomalous diffusion of a particle in an external force field whose motion is governed by nonrenewal continuous time random walks with correlated waiting times. In this model the current waiting time T_{i} is equal to the previous waiting time T_{i-1} plus a small increment. Based on the associated coupled Langevin equations the force field is systematically introduced. We show that in a confining potential the relaxation dynamics follows power-law or stretched exponential pattern, depending on the model parameters. The process obeys a generalized Einstein-Stokes-Smoluchowski relation and observes the second Einstein relation. The stationary solution is of Boltzmann-Gibbs form. The case of an harmonic potential is discussed in some detail. We also show that the process exhibits aging and ergodicity breaking.

[1]  J. Klafter,et al.  The restaurant at the end of the random walk: recent developments in the description of anomalous transport by fractional dynamics , 2004 .

[2]  J. Klafter,et al.  Equivalence of the fractional Fokker-Planck and subordinated Langevin equations: the case of a time-dependent force. , 2008, Physical review letters.

[3]  Karina Weron,et al.  Fractional Fokker-Planck dynamics: stochastic representation and computer simulation. , 2007, Physical review. E, Statistical, nonlinear, and soft matter physics.

[4]  Benoit B. Mandelbrot,et al.  Fractals and Scaling in Finance , 1997 .

[5]  E. Montroll,et al.  Anomalous transit-time dispersion in amorphous solids , 1975 .

[6]  Ralf Metzler,et al.  Diffusion on random-site percolation clusters: theory and NMR microscopy experiments with model objects. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

[7]  A. Chechkin,et al.  First passage behaviour of fractional Brownian motion in two-dimensional wedge domains , 2011, 1102.3633.

[8]  Enrico Scalas,et al.  The application of continuous-time random walks in finance and economics , 2006 .

[9]  C. F. van der Walle,et al.  Microrheology of bacterial biofilms in vitro: Staphylococcus aureus and Pseudomonas aeruginosa. , 2008, Langmuir : the ACS journal of surfaces and colloids.

[10]  E. Barkai,et al.  Distribution of time-averaged observables for weak ergodicity breaking. , 2007, Physical review letters.

[11]  G. Molchan Maximum of a Fractional Brownian Motion: Probabilities of Small Values , 1999 .

[12]  Chaoming Song,et al.  Modelling the scaling properties of human mobility , 2010, 1010.0436.

[13]  Lajos Takács On the Distribution of the Integral of the Absolute Value of the Brownian Motion , 1993 .

[14]  E. Cox,et al.  Physical nature of bacterial cytoplasm. , 2006, Physical review letters.

[15]  Golan Bel,et al.  Weak Ergodicity Breaking in the Continuous-Time Random Walk , 2005 .

[16]  R. Metzler,et al.  In vivo anomalous diffusion and weak ergodicity breaking of lipid granules. , 2010, Physical review letters.

[17]  R. Metzler,et al.  Random time-scale invariant diffusion and transport coefficients. , 2008, Physical review letters.

[18]  Barkai,et al.  From continuous time random walks to the fractional fokker-planck equation , 2000, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[19]  J. Klafter,et al.  The random walk's guide to anomalous diffusion: a fractional dynamics approach , 2000 .

[20]  Fogedby Langevin equations for continuous time Lévy flights. , 1994, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[21]  J. Klafter,et al.  Nonergodicity mimics inhomogeneity in single particle tracking. , 2008, Physical review letters.

[22]  Karina Weron,et al.  Modeling of subdiffusion in space-time-dependent force fields beyond the fractional Fokker-Planck equation. , 2008, Physical review. E, Statistical, nonlinear, and soft matter physics.

[23]  Paul Manneville,et al.  Instabilities, Chaos and Turbulence , 2010 .

[24]  A. Stanislavsky Fractional dynamics from the ordinary Langevin equation. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.

[25]  Ralf Metzler,et al.  Deriving fractional Fokker-Planck equations from a generalised master equation , 1999 .

[26]  M. Dentz,et al.  Modeling non‐Fickian transport in geological formations as a continuous time random walk , 2006 .

[27]  Igor M. Sokolov,et al.  Field-induced dispersion in subdiffusion. , 2006 .

[28]  M. Magdziarz,et al.  Correlated continuous-time random walks—scaling limits and Langevin picture , 2012 .

[29]  B. Mandelbrot,et al.  Fractional Brownian Motions, Fractional Noises and Applications , 1968 .

[30]  F. Jenko,et al.  Langevin approach to fractional diffusion equations including inertial effects. , 2007, Journal of Physical Chemistry B.

[31]  Ralf Metzler,et al.  Single particle tracking in systems showing anomalous diffusion: the role of weak ergodicity breaking. , 2010, Physical chemistry chemical physics : PCCP.

[32]  W. Marsden I and J , 2012 .

[33]  J. Klafter,et al.  Anomalous Diffusion and Relaxation Close to Thermal Equilibrium: A Fractional Fokker-Planck Equation Approach , 1999 .

[34]  Ericka Stricklin-Parker,et al.  Ann , 2005 .

[35]  Božidar V. Popović On an Ar(1) Time Series Model with Marginal Two Parameter Wright Inverse–Gamma Distribution , 2012 .

[36]  J. Theriot,et al.  Chromosomal Loci Move Subdiffusively through a Viscoelastic Cytoplasm , 2010 .

[37]  Igor M Sokolov,et al.  Continuous-time random walk with correlated waiting times. , 2009, Physical review. E, Statistical, nonlinear, and soft matter physics.

[38]  Y. Gliklikh The Langevin Equation , 1997 .

[39]  Mark M. Meerschaert,et al.  Correlated continuous time random walks , 2008, 0809.1612.

[40]  E. Revilla,et al.  A movement ecology paradigm for unifying organismal movement research , 2008, Proceedings of the National Academy of Sciences.

[41]  H. Risken Fokker-Planck Equation , 1984 .

[42]  E. Montroll,et al.  Random Walks on Lattices. II , 1965 .

[43]  Y. Garini,et al.  Transient anomalous diffusion of telomeres in the nucleus of mammalian cells. , 2009, Physical review letters.