Physics – Condensed Matter – Disordered Systems and Neural Networks
Scientific paper
2004-08-12
J. Stat. Mech.: Theor. Exp. (2005) P01008
Physics
Condensed Matter
Disordered Systems and Neural Networks
23 pages
Scientific paper
10.1088/1742-5468/2005/01/P01008
We study spin glasses with Kac type interaction potential for small but finite inverse interaction range $\gamma$. Using the theoretical setup of coupled replicas, through the replica method we argue that the probability of overlap profiles can be expressed for small $\gamma$ through a large-deviation functional. This result is supported by rigorous arguments, showing that the large-deviation functional provides at least upper bounds for the probability. Finally we analyze the rate function, in the vicinity of the critical point $T_c=1$ of mean field theory, and we study the free energy cost of overlap interfaces, assuming the validity of a gradient expansion for the rate functional.
Franz Silvio
Toninelli Fabio Lucio
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