Myopic self-avoiding fractional Brownian motion with a reflecting wall

POSTER

Abstract

Myopic self-avoiding fractional Brownian motion (FBM), also called FBM with

mean-density interactions, is the problem of a particle moving under the influence of

long-range correlated noise while trying to avoid already visited locations [1].

Here,we investigate FBM with mean-density interaction confined by a reflecting

boundary at the origin. Monte Carlo simulations reveal that the interplay of the reflect-

ing wall and the mean-density interaction qualitatively changes the process. Specif-

ically, the interaction cuts off the singularity observed in the probability density of

reflected FBM in the super diffusive regime [2]. For anomalous diffusion exponent

α >4/3, we find a fundamental breakdown of single-parameter scaling, creating two

distinct dynamical regimes separated by a time-dependent crossover length scale xcr(t).

Near the origin (x < xcr), the integrated probability density exhibits plateau behavior

with Pint(0, t) ∼ tα/4. Beyond the crossover length (x > xcr), the system recovers the

usual FBM scaling. For α < 4/3, in contrast, the process is interaction-dominated

both close to the wall and for large x. The resulting probability density follows one-

parameter scaling. We discuss consequences for applications of FBM, for example the

growth serotonergic axons in vertebrate brains [3].

Publication: [1] Jonathan House, Rashad Bakhshizada, Skirmantas Janusonis, Ralf Metzler, and Thomas
Vojta, Fractional Brownian motion with mean-density interaction: A myopic self-
avoiding fractional stochastic process, Phys. Rev. E 112, 034119 (2025).
[2] Alexander H. O. Wada and Thomas Vojta, Fractional Brownian motion with a reflecting
wall, Phys. Rev. E 97, 020102(R) (2018).
[3] Skirmantas Januˇsonis, Nils Detering, Ralf Metzler, and Thomas Vojta, Serotonergic Ax-
ons as Fractional Brownian Motion Paths: Insights Into the Self-Organization of Regional
Densities, Front. Comput. Neurosci. 14, 00056 (2020).

Presenters

  • Rashad Bakhshizada

    • Missouri University of Science & Technology

Authors

  • Rashad Bakhshizada

    • Missouri University of Science & Technology
  • Skirmantas Janusonis

    • University of California, Santa Barbara
    • University of California, Santa Barbara, Department of Psychological and Brain Sciences
  • Ralf Metzler

    • University of Potsdam
    • University of Potsdam, Institute of Physics and Astronomy
  • Thomas Vojta

    • Missouri University of Science & Technology