English

Unexpected upper critical dimension for spin glass models in a field predicted by the loop expansion around the Bethe solution at zero temperature

Disordered Systems and Neural Networks 2022-03-18 v2 Statistical Mechanics

Abstract

The spin-glass transition in a field in finite dimension is analyzed directly at zero temperature using a perturbative loop expansion around the Bethe lattice solution. The loop expansion is generated by the MM-layer construction whose first diagrams are evaluated numerically and analytically. The generalized Ginzburg criterion reveals that the upper critical dimension below which mean-field theory fails is DU8D_U \le 8, at variance with the classical result DU=6D_U = 6 yielded by finite-temperature replica field theory. Our expansion around the Bethe lattice has two crucial differences with respect to the classical one. The finite connectivity zz of the lattice is directly included from the beginning in the Bethe lattice, while in the classical computation the finite connectivity is obtained through an expansion in 1/z1/z. Moreover, if one is interested in the zero temperature (T=0T = 0) transition, one can directly expand around the T=0T = 0 Bethe transition. The expansion directly at T=0T = 0 is not possible in the classical framework because the fully connected spin glass does not have a transition at T=0T = 0, being in the broken phase for any value of the external field.

Keywords

Cite

@article{arxiv.2103.17080,
  title  = {Unexpected upper critical dimension for spin glass models in a field predicted by the loop expansion around the Bethe solution at zero temperature},
  author = {Maria Chiara Angelini and Carlo Lucibello and Giorgio Parisi and Gianmarco Perrupato and Federico Ricci-Tersenghi and Tommaso Rizzo},
  journal= {arXiv preprint arXiv:2103.17080},
  year   = {2022}
}

Comments

14 pages, 4 figures