A phase transition and critical phenomenon for the two-dimensional random field Ising model

We study the random field Ising model in a two-dimensional box with side length N , where the external field is given by independent normal variables with mean 0 and variance \epsilon^{2} . Our primary result is the following phase transition at T = T_{c} : for \epsilon \ll N^{-7/8} the boundary influence (i.e., the difference between the spin averages at the center of the box with the plus and the minus boundary conditions) decays as N^{-1/8} and thus the disorder essentially has no effect on the boundary influence; for \epsilon \gg N^{-7/8} , the boundary influence decays as N^{- 1/8}e^{-\Theta(\epsilon^{8/7} N)} (i.e., the disorder contributes a factor of e^{-\Theta(\epsilon^{8/7} N)} to the decay rate). For a natural notion of correlation length, namely the minimal size of the box where the boundary influence shrinks by a factor of 2 from that with no external field, we also prove the following: as \epsilon\downarrow 0 the correlation length transitions from \Theta(\epsilon^{-8/7}) at T_{c} to e^{\Theta(\epsilon^{-4/3})} for T < T_{c} .

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Publication Details

Journal
Journal of the European Mathematical Society
Published
2026-06-17
DOI
https://doi.org/10.4171/jems/1793
Citations
1
Primary Topic
Stochastic processes and statistical mechanics
Type
preprint
Field-Weighted Citation Impact
0.00

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preprint

A phase transition and critical phenomenon for the two-dimensional random field Ising model

Fenglin Huang, Aoteng Xia, Jian Ding
1 citations
Journal of the European Mathematical Society
Stochastic processes and statistical mechanics
preprint

A phase transition and critical phenomenon for the two-dimensional random field Ising model

Fenglin Huang, Aoteng Xia, Jian Ding
preprint en
1 citations

Abstract

We study the random field Ising model in a two-dimensional box with side length N , where the external field is given by independent normal variables with mean 0 and variance \epsilon^{2} . Our primary result is the following phase transition at T = T_{c} : for \epsilon \ll N^{-7/8} the boundary influence (i.e., the difference between the spin averages at the center of the box with the plus and the minus boundary conditions) decays as N^{-1/8} and thus the disorder essentially has no effect on the boundary influence; for \epsilon \gg N^{-7/8} , the boundary influence decays as N^{- 1/8}e^{-\Theta(\epsilon^{8/7} N)} (i.e., the disorder contributes a factor of e^{-\Theta(\epsilon^{8/7} N)} to the decay rate). For a natural notion of correlation length, namely the minimal size of the box where the boundary influence shrinks by a factor of 2 from that with no external field, we also prove the following: as \epsilon\downarrow 0 the correlation length transitions from \Theta(\epsilon^{-8/7}) at T_{c} to e^{\Theta(\epsilon^{-4/3})} for T < T_{c} .

Journal of the European Mathematical Society
Peking University (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 98%
Stochastic processes and statistical mechanics
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A phase transition and critical phenomenon for the two-dimensional random field Ising model — Fenglin Huang, Aoteng Xia, et al. · Journal of the European Mathematical Society (2026) | TGRS Research Map | TGRS