Statistical Mechanics of a Two-Dimensional System with Long Range Interaction
David S. Dean, Giorgio Parisi

TL;DR
This paper investigates the statistical mechanics of a 2D lattice gas with long-range interactions, revealing a transition from a liquid to a glassy state with aging phenomena through analytic and Monte Carlo methods.
Contribution
It introduces a simplified geometric approach to analyze long-range interactions in a 2D lattice gas, combining analytic calculations with Monte Carlo simulations.
Findings
Identification of a dynamical transition between liquid and glassy states
Observation of aging behavior in two-time correlation functions
Simplification of the mathematical analysis due to geometric structure
Abstract
We analyse the statistical physics of a two dimensional lattice based gas with long range interactions. The particles interact in a way analogous to Queens on a chess board. The long range nature of the interaction gives the mathematics of the problem a simple geometric structure which simplifies both the analytic and numerical study of the system. We present some analytic calculations for the statics of the problem and also we perform Monte Carlo simulations which exhibit a dynamical transition between a high temperature liquid regime and a low temperature glassy regime exhibiting aging in the two time correlation functions.
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.
