On the thermodynamic limit for a one-dimensional sandpile process
C. Maes, F. Redig, E. Saada, A. Van Moffaert

TL;DR
This paper constructs and analyzes the thermodynamic limit of a one-dimensional abelian sandpile model, demonstrating convergence to a unique invariant measure despite the non-local dynamics.
Contribution
It introduces a method to define an infinite volume Markov process for the 1D sandpile model and proves convergence to equilibrium.
Findings
Existence of a well-defined infinite volume process.
Convergence to a unique invariant measure.
Identification of 'good' configurations for local dynamics.
Abstract
Considering the standard abelian sandpile model in one dimension, we construct an infinite volume Markov process corresponding to its thermodynamic (infinite volume) limit. The main difficulty we overcome is the strong non-locality of the dynamics. However, using similar ideas as in recent extensions of the standard Gibbs formalism for lattice spin systems, we can identify a set of `good' configurations on which the dynamics is effectively local. We prove that every configuration converges in a finite time to the unique invariant measure.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsTheoretical and Computational Physics · Stochastic processes and statistical mechanics · Markov Chains and Monte Carlo Methods
