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The Curie-Weiss Model

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Metastability

Part of the book series: Grundlehren der mathematischen Wissenschaften ((GL,volume 351))

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Abstract

Most systems of interest in statistical physics are extremely high-dimensional, and become infinite-dimensional in the thermodynamic limit. Hence, their metastable behaviour cannot be read off from the energy of paths alone, because a true interplay between energy and entropy of paths takes place. This makes the analysis of such systems hard. A promising strategy is the reduction of this complexity via a mapping to a low-dimensional state space in the spirit of the coarse-graining and lumping explained in Chap. 9. In this chapter we deal with the Curie-Weiss model at finite temperature in large volumes. Section 13.1 defines the model and introduces the coarse-graining. Section 13.2 solves the coarse-grained model and proves the theorems describing its metastable behaviour.

La simplicité affectée est une imposture délicate.  (François de La Rochefoucauld, Réflexions)

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References

  1. Bovier, A., Eckhoff, M., Gayrard, V., Klein, M.: Metastability in stochastic dynamics of disordered mean-field models. Probab. Theory Relat. Fields 119, 99–161 (2001)

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Bovier, A., den Hollander, F. (2015). The Curie-Weiss Model. In: Metastability. Grundlehren der mathematischen Wissenschaften, vol 351. Springer, Cham. https://doi.org/10.1007/978-3-319-24777-9_13

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