Classical diffusion of a particle in a one dimensional random potential

This thesis examines the topic of classical diffusion of a particle in the presence of disorder. The presence of disorder has the effect of subjecting the classical particle to an additional random potential and it is the form of this random potential that is of interest. We consider two forms of the random potential and calculate several disorder averaged quantities including the particles probability distribution which is described by the Fokker-Planck equation [1, 2] and the transport properties of the particle, including the mean-square displacement and the velocity and diffusion coefficients. The first part of the thesis deals with a random potential that is characterized by shortranged correlations and some constant term known as drift. This is a problem that was first formulated some thirty years ago by Sinai [3], who showed that for a particle with zero drift the mean-square displacement had the form (x\(^2\)(t)) ≈ ln\(^4\)(t). We employ a combination of Green’s functions, distribution functions and asymptotic matching to not only analytically re-produce this result, but also the expectation value of the probability distribution and all transport properties for an arbitrary value of drift, which is an original result. For the second half of the thesis we consider essentially the same problem again but with a random potential that has long-ranged logarithmic correlations. To solve the problem we use the renormalization and functional renormalization group techniques in an attempt to re-create known results in an effort to find a general method that can deal with such one-dimensional systems. We calculate the particles distribution function using a functional renormalization group approach, which we use to partially re-derive the phase transition in the first-passage time distribution.

[1]  Disordered XY models and Coulomb gases: renormalization via traveling waves , 1998, cond-mat/9802083.

[2]  S. Redner,et al.  Winning quick and dirty: the greedy random walk , 2004, cond-mat/0409060.

[3]  Exact results on Sinai's diffusion , 1998, cond-mat/9809111.

[4]  B. Derrida Random-energy model: An exactly solvable model of disordered systems , 1981 .

[5]  V. Yudson,et al.  Random walks in media with constrained disorder , 1985 .

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

[7]  Spectrum of the fokker-planck operator representing diffusion in a random velocity field , 1999, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[8]  Pierre Le Doussal,et al.  Functional renormalization group and the field theory of disordered elastic systems. , 2004, Physical review. E, Statistical, nonlinear, and soft matter physics.

[9]  M. Gell-Mann,et al.  QUANTUM ELECTRODYNAMICS AT SMALL DISTANCES , 1954 .

[10]  Harry Kesten,et al.  The limit distribution of Sinai's random walk in random environment , 1986 .

[11]  L. Arnold Random Dynamical Systems , 2003 .

[12]  K. Wilson The renormalization group: Critical phenomena and the Kondo problem , 1975 .

[13]  S. Majumdar,et al.  Exact asymptotic results for persistence in the Sinai model with arbitrary drift. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

[14]  R. Mazo On the theory of brownian motion , 1973 .

[15]  A. Comtet,et al.  Classical diffusion of a particle in a one-dimensional random force field , 1990 .

[16]  S. Sharma,et al.  The Fokker-Planck Equation , 2010 .

[17]  Irwin Oppenheim The Langevin equation with applications in physics, chemistry and electrical engineering , 1997 .

[18]  Zhang,et al.  Dynamic scaling of growing interfaces. , 1986, Physical review letters.

[19]  Joseph Lipka,et al.  A Table of Integrals , 2010 .

[20]  Distributions of the diffusion coefficient for the quantum and classical diffusion in disordered media , 1993, cond-mat/9402028.

[21]  The Statistical Theory of Mesoscopic Noise , 2002, cond-mat/0210284.

[22]  Aging and diffusion in low dimensional environments , 1997, cond-mat/9705249.

[23]  Creep in one dimension and phenomenological theory of glass dynamics , 1995, cond-mat/9501131.

[24]  C. Aslangul,et al.  Velocity and diffusion coefficient of a random asymmetric one-dimensional hopping model , 1989 .

[25]  Fragile vs. strong liquids: A saddles-ruled scenario , 1999, cond-mat/9910244.

[26]  Leo P. Kadanoff,et al.  Teaching the Renormalization Group. , 1978 .

[27]  L. Ioffe,et al.  Dynamics of interfaces and dislocations in disordered media , 1987 .

[28]  A. Houghton,et al.  Renormalization group equation for critical phenomena , 1973 .

[29]  On sums over trajectories for systems with Fermi statistics , 1956 .

[30]  J. Bernasconi,et al.  Excitation Dynamics in Random One-Dimensional Systems , 1981 .

[31]  Harry Kesten,et al.  A limit law for random walk in a random environment , 1975 .

[32]  J. Kaupužs SOME ASPECTS OF THE NON-PERTURBATIVE RENORMALIZATION OF THE φ4 MODEL , 2007, 0704.0142.

[33]  Philip W. Anderson,et al.  Localized Magnetic States in Metals , 1961 .

[34]  A. Petermann,et al.  La normalisation des constantes dans la théorie des quanta , 1952 .

[35]  I. Lerner Mesoscopic Fluctuations in Models of Classical and Quantum Diffusion , 1994, cond-mat/9411102.

[36]  DIFFUSION IN A RANDOM VELOCITY FIELD : SPECTRAL PROPERTIES OF A NON-HERMITIAN FOKKER-PLANCK OPERATOR , 1997, cond-mat/9704198.

[37]  R. Shankar Renormalization group approach to interacting fermions , 1994 .

[38]  D. Fisher,et al.  Random walkers in one-dimensional random environments: exact renormalization group analysis. , 1998, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[39]  D. Sherrington Stochastic Processes in Physics and Chemistry , 1983 .

[40]  Bertrand Delamotte,et al.  A Hint of renormalization , 2002, hep-th/0212049.

[41]  G. Uhlenbeck,et al.  On the Theory of the Brownian Motion , 1930 .

[42]  Statistical and dynamical properties of the discrete Sinai model at finite times , 1998, cond-mat/9809087.

[43]  Henri Orland,et al.  Quantum Many-Particle Systems , 1988 .

[44]  H. Fukuyama,et al.  Dynamics of the charge-density wave. I. Impurity pinning in a single chain , 1978 .

[45]  D. Carpentier,et al.  Glass transition of a particle in a random potential, front selection in nonlinear renormalization group, and entropic phenomena in Liouville and sinh-Gordon models. , 2001, Physical review. E, Statistical, nonlinear, and soft matter physics.

[46]  H. Risken Fokker-Planck Equation , 1996 .

[47]  Alexander Altland,et al.  Condensed Matter Field Theory , 2006 .

[48]  Topological transitions and freezing in XY models and Coulomb gases with quenched disorder: renormalization via traveling waves , 1999, cond-mat/9908335.

[49]  D. Huse,et al.  Pinning and roughening of domain walls in Ising systems due to random impurities. , 1985, Physical review letters.