Geometry of contours and Peierls estimates in d=1 Ising models
M. Cassandro, P.A. Ferrari, I. Merola, E. Presutti

TL;DR
This paper develops a geometric framework using triangles to analyze one-dimensional long-range Ising models, providing a direct proof of phase transitions at low temperatures through Peierls bounds.
Contribution
It introduces a novel geometric description of spin configurations and establishes Peierls bounds for long-range interactions in 1D Ising models.
Findings
Proves phase transitions at low temperatures for the model
Establishes Peierls bounds using geometric contours
Provides a new geometric perspective on long-range interactions
Abstract
Following Fr\"ohlich and Spencer, we study one dimensional Ising spin systems with ferromagnetic, long range interactions which decay as , . We introduce a geometric description of the spin configurations in terms of triangles which play the role of contours and for which we establish Peierls bounds. This in particular yields a direct proof of the well known result by Dyson about phase transitions at low temperatures.
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