English

Large deviations of the free energy in the p-spin glass spherical model

Disordered Systems and Neural Networks 2019-11-27 v3

Abstract

We investigate the behavior of the rare fluctuations of the free energy in the p-spin spherical model, evaluating the corresponding rate function via the G\"artner-Ellis theorem. This approach requires the knowledge of the analytic continuation of the disorder-averaged replicated partition function to arbitrary real number of replicas. In zero external magnetic field, we show via a one-step replica symmetry breaking (1RSB) calculation that the rate function is infinite for fluctuations of the free energy above its typical value, corresponding to an anomalous, super-extensive suppression of rare fluctuations. We extend this calculation to non-zero magnetic field, showing that in this case this very large deviation disappears and we try to motivate this finding in light of a geometrical interpretation of the scaled cumulant generating function.

Keywords

Cite

@article{arxiv.1909.06196,
  title  = {Large deviations of the free energy in the p-spin glass spherical model},
  author = {Mauro Pastore and Andrea Di Gioacchino and Pietro Rotondo},
  journal= {arXiv preprint arXiv:1909.06196},
  year   = {2019}
}

Comments

17 pages, 4 figures, better graphics