Math 2.0

Statistical mechanics, structure of matter Lattice spin systems Example

Curie–Weiss model

Builds on Ising modelMean-field theory

Example

Let N≥1N \ge 1, J>0J > 0, h∈ℝh \in \R, and let β≥0\beta \ge 0 be the inverse temperature. A configuration is σ=(σ1,…,σN)∈{−1,+1}N\sigma = (\sigma_1, \dots, \sigma_N) \in \set{-1, +1}^N. Its energy is HN(σ)=−J2N∑i,j=1Nσiσj−h∑i=1Nσi.H_N(\sigma) = -\frac{J}{2N} \sum_{i, j = 1}^{N} \sigma_i \sigma_j - h \sum_{i=1}^{N} \sigma_i. The Curie–Weiss model is the probability measure on {−1,+1}N\set{-1, +1}^N proportional to e−βHN(σ)e^{-\beta H_N(\sigma)}. It is the Ising model on the complete graph, with the coupling scaled by 1/N1/N.

Remarks

The energy depends on σ\sigma only through the magnetization mN=1N∑iσim_N = \frac{1}{N} \sum_i \sigma_i, since HN=−N(JmN2/2+hmN)H_N = -N (J m_N^2 / 2 + h m_N). This makes the free energy computable exactly as N→∞N \to \infty. The limit magnetization solves the equation m=tanh⁡(β(Jm+h))m = \tanh(\beta (J m + h)). For h=0h = 0 this equation has only the solution m=0m = 0 when βJ≤1\beta J \le 1, and two further solutions ±m∗≠0\pm m^* \ne 0 when βJ>1\beta J > 1. So the critical point is βc=1/J\beta_c = 1/J, and below the critical temperature the magnetization concentrates near ±m∗\pm m^*. It is the model behind mean-field theory, and its critical exponents are the mean-field ones.

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Further reading

  1. Web https://en.wikipedia.org/wiki/Curie%E2%80%93Weiss_law
About this page
TagA6GX2K5YFB
URIm2://A6GX2K5YFB
Kindexample
WritingW0 stub
MSC82B20, 82B26
Instance ofLattice model
UsesIsing model, Mean-field theory
Changed3 November 2026

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