Symmetric Branching Random Walks in Random Media: Comparing Theoretical and Numerical Results

TL;DR

This paper investigates symmetric branching random walks in random media, comparing theoretical predictions with numerical simulations, and demonstrates that intermittency phenomena can be observed over finite time intervals in various models.

Contribution

It provides an analysis of branching random walks in diverse random media, introduces an algorithm for simulation, and compares effects in homogeneous and non-homogeneous environments.

Findings

Intermittency can be observed in finite time intervals.

Simulation results align with theoretical expectations.

Effects vary with medium type and lattice dimension.

Abstract

We consider a continuous-time branching random walk on a multidimensional lattice in a random branching medium. It is theoretically known that, in such branching random walks, large rare fluctuations of the medium may lead to anomalous properties of a particle field, e.g., such as intermittency. However, the time intervals on which this intermittency phenomenon can be observed are very difficult to estimate in practice. In this paper, branching media containing only a finite and non-finite number of branching sources are considered. The evolution of the mean number of particles with a random point perturbation and one initial ancestor particle at a lattice point is described by an appropriate Cauchy problem for the evolutionary operator. We review some the previous results about the long-time behavior of the medium-averaged moments $\langle m_{n}^{p}\rangle$, $p\geq 1$, $n\geq 1$ for the particle population at every lattice point as well as the total one over the lattice and present an algorithm for the simulation of branching random walks under various assumptions about the medium, including the medium randomness. The effects arising in random non-homogeneous and homogeneous media are then compared and illustrated by simulations based on the potential with Weibull-type upper tail. A wide range of models under different assumptions on a branching medium, a configuration of branching sources, and a lattice dimension were considered during the comparison. The simulation results indicate that intermittency can be observed in random media even over finite time intervals.