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Sandpile avalanches in two dimensions are finite

Ahmed Bou-Rabee

Source record

Source: arXiv

Published: Oct 9, 2026

arXiv: 2610.13940

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Source abstract

In the abelian sandpile model on Zd\mathbb{Z}^d, a site with at least 2d2d grains topples by sending one grain to each neighbor. In a box [−L,L]d[-L,L]^d whose boundary absorbs grains, adding grains at random sites and toppling defines a Markov chain, and Athreya and Járai (2004) constructed the stationary state on Zd\mathbb{Z}^d as the limit of its stationary distributions as L→∞L\to\infty. By a formula of Dhar (1990), when a grain is added at the origin of a sandpile in the stationary state, the expected number of topplings at a site in the resulting avalanche is proportional to the Green function of simple random walk from the origin. This Green function is finite for d≥3d\geq3, where Járai and Redig (2008) proved that avalanches are almost surely finite, and infinite for d=2d=2. We prove that for d=2d=2 avalanches are nevertheless almost surely finite: the probability that an avalanche reaches distance RR is at most a negative power of log⁡R\log R. The proof follows the avalanche backward and reduces the question to an estimate for the uniform spanning tree, which we prove by a multiscale electrical argument.

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Sandpile avalanches in two dimensions are finite — Mathematical Frontier Network