Cluster Expansion and Correlation Decay in 1D Long-Range Ising Model at Low Temperatures

arXiv Physics · · 2 min read · Natural Sciences

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Key Takeaways

  • A convergent low-temperature cluster expansion for the 1D long-range ferromagnetic Ising model with polynomial decay J(r)=$r^{-\alpha}$ for $\alpha \in (1,2]$ was developed.
  • The n-point correlations were studied.
  • The two-point correlation is algebraic with a decay rate of exactly $\alpha$.

Overview

This research presents a convergent low-temperature cluster expansion for the one-dimensional (1D) long-range ferromagnetic Ising model. The model specifically considers a system where the interaction strength $J(r)$ decays polynomially with distance $r$, defined as $J(r)=r^{-\alpha}$ for $\alpha \in (1,2]$. A key application of this expansion is the investigation of $n$-point correlations. The study explicitly characterizes the behavior of the two-point correlation, establishing its algebraic decay with a rate precisely determined by $\alpha$.

Research Context

The Ising model is a fundamental statistical mechanics model used to understand phase transitions and critical phenomena in magnetic systems. While short-range interactions are commonly studied, long-range interactions, where particles influence each other over large distances, introduce additional complexities. The one-dimensional long-range Ising model, particularly with a polynomial decay of interactions, offers a simplified yet rich system for exploring the effects of such interactions. Investigating its behavior at low temperatures is crucial for understanding the ground state properties and the onset of ordered phases.

Approach

The core of the methodology involves the development of a convergent low-temperature cluster expansion. This technique is a standard tool in statistical mechanics for analyzing systems at low temperatures, where it allows for a perturbative expansion around the ground state. The convergence of this expansion is critical for the validity of the results derived from it. The specific focus of this work is on a ferromagnetic Ising model, implying attractive interactions that favor alignment of spins. The long-range nature is quantified by the interaction parameter $\alpha$, which describes the rate at which $J(r)$ decreases with distance $r$, constrained to the interval $\alpha \in (1,2]$.

Findings

  • A convergent low-temperature cluster expansion was developed for the 1D long-range ferromagnetic Ising model with polynomial decay $J(r)=r^{-\alpha}$ for $\alpha \in (1,2]$.
  • The $n$-point correlations were investigated using this expansion.
  • The two-point correlation was determined to be algebraic in nature.
  • The rate of decay for the two-point correlation was found to be exactly $\alpha$.

Research Information

Institution
arXiv Physics
Original Study
View Publication
Source
arXiv Physics

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