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Mass scaling of the near-critical 2D Ising model using random currents

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arxiv 2105.13673 v3 pith:I7FRUN2H submitted 2021-05-28 math-ph cond-mat.stat-mechmath.MPmath.PR

classification math-phcond-mat.stat-mechmath.MPmath.PR
keywords modelrandomisinglbrackrbrackclustercorrelationfrac
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abstract

We examine the Ising model at its critical temperature with an external magnetic field $h a^{\frac{15}{8}}$ on $a\mathbb{Z}^2$ for $a,h >0$. A new proof of exponential decay of the truncated two-point correlation functions is presented. It is proven that the mass (inverse correlation length) is of the order of $h^\frac{8}{15}$ in the limit $h \to 0$. This was previously proven with CLE-methods in $\lbrack 1 \rbrack$. Our new proof uses instead the random current representation of the Ising model and its backbone exploration. The method further relies on recent couplings to the random cluster model $\lbrack 2 \rbrack$ as well as a near-critical RSW-result for the random cluster model $\lbrack 3 \rbrack$.

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