Constructing fractional Gaussian fields from long-range divisible sandpiles on the torus

TL;DR

This paper explores the limiting behavior of long-range divisible sandpiles on the torus, revealing a transition from fractional Gaussian fields to bi-Laplacian fields depending on the parameter , and provides detailed spectral analysis of discrete fractional Laplacians.

Contribution

It introduces a new construction of fractional Gaussian fields via long-range sandpiles and analyzes the spectral properties of discrete fractional Laplacians on the torus.

Findings

For  , the limit is a fractional Gaussian field with parameter /2.

For  , the limit is a bi-Laplacian field.

Derived asymptotics for eigenvalues of discrete fractional Laplacians.

Abstract

In \cite{Cipriani2016}, the authors proved that, with the appropriate rescaling, the odometer of the (nearest neighbours) divisible sandpile on the unit torus converges to a bi-Laplacian field. Here, we study $\alpha$-long-range divisible sandpiles, similar to those introduced in \cite{Frometa2018}. We show that, for $\alpha \in (0,2)$, the limiting field is a fractional Gaussian field on the torus with parameter $\alpha/2$. However, for $\alpha \in [2,\infty)$, we recover the bi-Laplacian field. This provides an alternative construction of fractional Gaussian fields such as the Gaussian Free Field or membrane model using a diffusion based on the generator of L\'evy walks. The central tool for obtaining our results is a careful study of the spectrum of the fractional Laplacian on the discrete torus. More specifically, we need the rate of divergence of the eigenvalues as we let the side length of the discrete torus go to infinity. As a side result, we obtain precise asymptotics for the eigenvalues of discrete fractional Laplacians. Furthermore, we determine the order of the expected maximum of the discrete fractional Gaussian field with parameter $\gamma=\min \{\alpha,2\}$ and $\alpha \in \mathbb{R}_+\backslash\{2\}$ on a finite grid.