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相关论文: Rigorous results on some simple spin glass models

200 篇论文

We determine explicit variational expressions for the free energy of mean-field spin glasses in a transversal magnetic field, whose glass interaction is given by a hierarchical Gaussian potential as in Derrida's Generalized Random Energy…

数学物理 · 物理学 2022-07-20 Chokri Manai , Simone Warzel

We uncover a new kind of entropic long range order in finite dimensional spin glasses. We study the link-diluted version of the Edwards-Anderson spin glass model with bimodal couplings (J=+/-1) on a 3D lattice. By using exact reduction…

无序系统与神经网络 · 物理学 2011-02-24 Maria Chiara Angelini , Federico Ricci-Tersenghi

Francesco Guerra and Fabio Toninelli have developped a very powerful technique to study the high temperature behaviour of the Sherrington-Kirkpatrick mean field spin glass model. They show that this model is asymptoticaly comparable to a…

概率论 · 数学 2007-05-23 Philippe Carmona

This paper constitutes the first part of a two-paper series devoted to the systematic study of vector spin glass models whose energy function involves a spin glass part and a general Mattis interaction part. In this paper, we focus on…

概率论 · 数学 2026-03-16 Hong-Bin Chen , Victor Issa

This paper constitutes the second part of a two-paper series devoted to the systematic study of vector spin glass models whose energy function involves a spin glass part and a general Mattis interaction part. In this paper, we focus on…

概率论 · 数学 2026-03-16 Hong-Bin Chen , Victor Issa

We consider vector spin glasses whose energy function is a Gaussian random field with covariance given in terms of the matrix of scalar products. For essentially any model in this class, we give an upper bound for the limit free energy,…

概率论 · 数学 2021-12-06 Jean-Christophe Mourrat

An approximate numerical approach to spin models is proposed, in which the original lattice is transformed into a tree. This method is applied to the Edwards-Anderson spin glass model in two and three dimensions. It captures the…

无序系统与神经网络 · 物理学 2007-05-23 Naoki Kawashima

Replica field theory is used to study the n-dependent free energy of the Ising spin glass in a first order perturbative treatment. Large sample-to-sample deviations of the free energy from its quenched average prove to be Gaussian,…

无序系统与神经网络 · 物理学 2010-01-23 Tamas Temesvari

The one-dimensional long-range Ising spin glass provides useful insights into the properties of finite dimensional spin glasses with short-range interactions. The defect energy renormalization group equations derived for it by Kotliar,…

无序系统与神经网络 · 物理学 2013-05-29 M. A. Moore

During the last years, through the combined effort of the insight, coming from physical intuition and computer simulation, and the exploitation of rigorous mathematical methods, the main features of the mean field Sherrington-Kirkpatrick…

无序系统与神经网络 · 物理学 2015-05-18 Adriano Barra , Aldo Di Biasio , Francesco Guerra

We consider the dynamics of a diluted mean-field spin glass model in the aging regime. The model presents a particularly rich heterogeneous behavior. In order to catch this behavior, we perform a **spin-by-spin analysis** for a **given…

无序系统与神经网络 · 物理学 2009-11-07 Andrea Montanari , Federico Ricci-Tersenghi

We show marginal stability of near-ground states in spherical spin glasses is equivalent to full replica symmetry breaking at zero temperature near overlap $1$. This connection has long been implicit in the physics literature, which also…

概率论 · 数学 2025-07-11 Mark Sellke

Considering the unphysical result obtained in the calculation of the free-energy cost for twisting the boundary conditions in a spin glass, we trace it to the negative multiplicities associated with the Parisi replica-symmetry breaking…

统计力学 · 物理学 2009-11-10 Cirano De Dominicis , Edouard Brezin

Spin systems with long-range interactions are "non-extensive" if the strength of the interactions falls off sufficiently slowly with distance. It has been conjectured for ferromagnets, and more recently for spin glasses, that, everywhere in…

无序系统与神经网络 · 物理学 2012-04-19 Matthew Wittmann , A. P. Young

We study the free energy of mixed $p$-spin spin glass models enriched with an additional magnetic field given by the canonical Gaussian field associated with a Ruelle probability cascade. We prove that this free energy converges to the…

概率论 · 数学 2020-09-30 Jean-Christophe Mourrat , Dmitry Panchenko

We consider a finite range spin glass model in arbitrary dimension, where the strength of the two-body coupling decays to zero over some distance $\gamma^{-1}$. We show that, under mild assumptions on the interaction potential, the…

统计力学 · 物理学 2009-11-10 Silvio Franz , Fabio Lucio Toninelli

A new powerful method to test the stability of the replica symmetric spin glass phase is proposed by introducing a replicon generator function g(v). Exact symmetry arguments are used to prove that its extremum is proportional to the inverse…

无序系统与神经网络 · 物理学 2007-05-23 T. Temesvari

Gibbs' measures in the Sherrington-Kirkpatrick type models satisfy two asymptotic stability properties, the Aizenman-Contucci stochastic stability and the Ghirlanda-Guerra identities, which play a fundamental role in our current…

概率论 · 数学 2015-05-28 Dmitry Panchenko

A growing body of evidence indicates that the sluggish low-temperature dynamics of glass formers (e.g. supercooled liquids, colloids or spin glasses) is due to a growing correlation length. Which is the effective field theory that describes…

We prove that the two cornerstones of mean-field spin glass theory -- the Parisi variational formula and the ultrametric organization of pure states -- break down under heavy-tailed disorder. For the mixed spherical $p$-spin model whose…

概率论 · 数学 2025-07-30 Taegyun Kim