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Local Density of Activated Random Walk on $\mathbb{Z}$

Christopher Hoffman, Jacob Richey, Hyojeong Son

TL;DR

This work proves a local density theorem for the one-dimensional activated random walk started from a large point source: in a macroscopic window around the origin, the probability that a site hosts a sleeping particle after stabilization converges to the critical density $\rho_c$, uniformly in the window. The authors develop a novel two-phase IDLA-based framework, coupling two IDLA clusters and analyzing block densities via a driven-dissipative ARW on finite intervals, to show near-constancy of local sleeping probabilities and convergence of block densities to $\rho_c$. From these ingredients, they deduce that any subsequential local limit of the point-source laws, if it exists, is shift-invariant with density $\rho_c$, thereby confirming part of the Levine–Silvestri universality picture in 1D. The paper also outlines directions for extending the approach to higher dimensions and to multi-site statistics, strengthening the link between local structure and global criticality in ARW.

Abstract

We consider one-dimensional activated random walk (ARW) on $\mathbb{Z}$ started from a `point source' initial condition, with many particles at the origin and no other particles. We prove that, uniformly throughout a macroscopic window around the source, the probability that a site contains a sleeping particle after the configuration is stabilized is approximately the critical density. This represents a first step towards understanding the local structure of the critical stationary measure for ARW.

Local Density of Activated Random Walk on $\mathbb{Z}$

TL;DR

This work proves a local density theorem for the one-dimensional activated random walk started from a large point source: in a macroscopic window around the origin, the probability that a site hosts a sleeping particle after stabilization converges to the critical density , uniformly in the window. The authors develop a novel two-phase IDLA-based framework, coupling two IDLA clusters and analyzing block densities via a driven-dissipative ARW on finite intervals, to show near-constancy of local sleeping probabilities and convergence of block densities to . From these ingredients, they deduce that any subsequential local limit of the point-source laws, if it exists, is shift-invariant with density , thereby confirming part of the Levine–Silvestri universality picture in 1D. The paper also outlines directions for extending the approach to higher dimensions and to multi-site statistics, strengthening the link between local structure and global criticality in ARW.

Abstract

We consider one-dimensional activated random walk (ARW) on started from a `point source' initial condition, with many particles at the origin and no other particles. We prove that, uniformly throughout a macroscopic window around the source, the probability that a site contains a sleeping particle after the configuration is stabilized is approximately the critical density. This represents a first step towards understanding the local structure of the critical stationary measure for ARW.
Paper Structure (10 sections, 10 theorems, 64 equations)

This paper contains 10 sections, 10 theorems, 64 equations.

Key Result

Theorem 1.1

Fix $\varepsilon>0$. For any sequence of sites $i(n)\in \mathbb Z$ with we have where $\eta\sim\mathbb P_n$ is the final sleeping configuration of point-source ARW started from $n\delta_0$.

Theorems & Definitions (18)

  • Theorem 1.1
  • Proposition 1.2
  • Lemma 2.1: Abelian Property rolla2020activated
  • Theorem 3.1: Theorem 1 of Mittelstaedt19
  • Lemma 3.2
  • proof
  • Theorem 3.3: Theorem 1.1 of Ozdemir22
  • Lemma 3.4
  • proof
  • Lemma 3.5
  • ...and 8 more