A simple formula for the critical temperature of D-dimensional Ising models

Abstract We propose a simple equation for the critical temperature (CT) of D -dimensional Ising models (on squared or not squared lattices). When 2 < D < ∞ , these models have no exact solution and even the simpler problem of locating the CT analytically remains a formidable task. The mean-field as well as the belief-propagation methods provide approximations that work only for large D , remaining quite unsatisfactory for D ≤ 4. Our simple equation represents a sort of ‘finite-dimensional’ generalization of such approaches. It provides a reasonable approximation for D = 2 and works pretty well for D ≥ 3 where, in general, outperforms other purely analytical methods. The equation is derived by using duality relations and heuristic arguments.

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Publication Details

Journal
Physica Scripta
Published
2024-12-23
DOI
https://doi.org/10.1088/1402-4896/ada2c3
Citations
1
Primary Topic
Theoretical and Computational Physics
Type
article
Field-Weighted Citation Impact
0.31
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article

A simple formula for the critical temperature of D-dimensional Ising models

Massimo Ostilli
1 citations
Physica Scripta
Theoretical and Computational Physics
0.31
article

A simple formula for the critical temperature of D-dimensional Ising models

Massimo Ostilli
article en
1 citations

Abstract

Abstract We propose a simple equation for the critical temperature (CT) of D -dimensional Ising models (on squared or not squared lattices). When 2 < D < ∞ , these models have no exact solution and even the simpler problem of locating the CT analytically remains a formidable task. The mean-field as well as the belief-propagation methods provide approximations that work only for large D , remaining quite unsatisfactory for D ≤ 4. Our simple equation represents a sort of ‘finite-dimensional’ generalization of such approaches. It provides a reasonable approximation for D = 2 and works pretty well for D ≥ 3 where, in general, outperforms other purely analytical methods. The equation is derived by using duality relations and heuristic arguments.

Physica ScriptaVol. 100(2)
Universidade Federal da Bahia (BR), Instituto Federal da Bahia (BR)
Openalex Percentile: Top 40%
Theoretical and Computational Physics
0.31
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