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The overlap distribution of the Sherrington-Kirkpatrick model on the Nishimori line has been proved to be self averaging for large volumes. Here we study the joint distribution of the rescaled overlaps around their common mean and prove…

数学物理 · 物理学 2023-06-27 Francesco Camilli , Pierluigi Contucci , Emanuele Mingione

We establish both a Boltzmann-Gibbs principle and a Parisi formula for the limiting free energy of an abstract GREM (Generalized Random Energy Model) which provides an approximation of the TAP (Thouless-Anderson-Palmer) free energies…

无序系统与神经网络 · 物理学 2024-01-25 Giulia Sebastiani , Marius Alexander Schmidt

We prove that the Parisi measure of the mixed p-spin model at zero temperature has infinitely many points in its support. This establishes Parisi's prediction that the functional order parameter of the Sherrington-Kirkpatrick model is not a…

概率论 · 数学 2021-06-18 Antonio Auffinger , Wei-Kuo Chen , Qiang Zeng

In this article we prove an algebraic identity which significantly generalizes the formula for sum of powers of consecutive integers involving Stirling numbers of the second kind. Also we have obtained a generalization of Newton-Girard…

组合数学 · 数学 2020-05-01 Sudip Bera , Sajal Kumar Mukherjee

In these short notes, we adapt and systematically apply Guerra's interpolation techniques on a class of disordered mean-field spin glasses equipped with crystal fields and multi-value spin variables. These models undergo the phenomenon of…

无序系统与神经网络 · 物理学 2025-05-12 Linda Albanese , Adriano Barra , Emilio N. M. Cirillo

Let $\pi$ be a cuspidal automorphic representation for $\mathrm{GL}(n)$ over a number field. We establish a conditional upper bound on the number of cuspidal isobaric summands in the symmetric $k$-th power lift of $\pi$, assuming that the…

数论 · 数学 2026-04-14 Kin Ming Tsang

This is a short review about recent methods and results, mostly for mean field spin glasses, based on interpolation and comparison schemes. In particular, the Parisi spontaneous replica symmetry breaking phenomenon is described in the frame…

无序系统与神经网络 · 物理学 2007-05-23 Francesco Guerra

Using Monte Carlo simulations, we study in detail the overlap distribution for individual samples for several spin-glass models including the infinite-range Sherrington-Kirkpatrick model, short-range Edwards-Anderson models in three and…

无序系统与神经网络 · 物理学 2014-10-29 Matthew Wittmann , B. Yucesoy , Helmut G. Katzgraber , J. Machta , A. P. Young

For integers $k \geq 3$ and $r\geq 2$, we show that for every $\alpha> 0$, there exists $\varepsilon > 0$ such that the union of $k$-uniform hypergraph on $n$ vertices with minimum codegree at least $\alpha n$ and a binomial random…

组合数学 · 数学 2022-11-07 Yulin Chang , Jie Han , Lubos Thoma

We study the Thouless-Anderson-Palmer (TAP) equations for spin glasses on the hypercube. First, using a random, approximately ultrametric decomposition of the hypercube, we decompose the Gibbs measure, $\langle\cdot\rangle_N$, into a…

概率论 · 数学 2020-04-17 Antonio Auffinger , Aukosh Jagannath

We consider vector spin glass models with self-overlap correction. Since the limit of free energy is an infimum, we use arguments analogous to those for generic models to show the following: 1) the averaged self-overlap converges; 2) the…

概率论 · 数学 2023-12-27 Hong-Bin Chen

The concept of replica symmetry breaking found in the solution of the mean-field Sherrington-Kirkpatrick spin-glass model has been applied to a variety of problems in science ranging from biological to computational and even financial…

无序系统与神经网络 · 物理学 2008-03-25 Helmut G. Katzgraber , Alexander K. Hartmann , A. P. Young

We present a large-scale simulation of the ground state interface properties of the diluted Sherrington-Kirkpatrick spin glass of Gaussian disorder for a broad range of the bond occupation probability $p$ using the strong disorder…

无序系统与神经网络 · 物理学 2022-11-09 Wenlong Wang

We consider a version of a Glauber dynamics for a p-spin Sherrington--Kirkpatrick model of a spin glass that can be seen as a time change of simple random walk on the N-dimensional hypercube. We show that, for any p>2 and any inverse…

概率论 · 数学 2007-07-17 Gerard Ben Arous , Anton Bovier , Jiri Cerny

We demonstrate how a Lorentz covariant formulation of the chiral p-form model in D=2(p+1) containing infinitely many auxiliary fields is related to a Lorentz covariant formulation with only one auxiliary scalar field entering a chiral…

高能物理 - 理论 · 物理学 2009-10-30 Paolo Pasti , Dmitri Sorokin , Mario Tonin

For the Edwards-Anderson Ising spin-glass model in three and four dimensions (3d and 4d) we have performed high statistics Monte Carlo calculations of those free-energy barriers $F^q_B$ which are visible in the probability density $P_J(q)$…

无序系统与神经网络 · 物理学 2009-10-31 Bernd A. Berg , Alain Billoire , Wolfhard Janke

We analyze the free energy and the overlaps in the 2-spin spherical Sherrington Kirkpatrick spin glass model with an external field for the purpose of understanding the transition between this model and the one without an external field. We…

无序系统与神经网络 · 物理学 2021-05-26 Jinho Baik , Elizabeth Collins-Woodfin , Pierre Le Doussal , Hao Wu

We introduce a Sherrington-Kirkpatrick spin-glass model with the addition of elastic degrees of freedom. The problem is formulated in terms of an effective four-spin Hamiltonian in the pressure ensemble, which can be treated by the replica…

无序系统与神经网络 · 物理学 2009-04-30 D. B. Liarte , S. R. Salinas , C. S. O. Yokoi

In this work, it is proved the complete expansion for the second moment of the overlap function for the Sherrington-Kirkpatrick model. It is a technical result which takes advantage of the cavity method and other induction arguments.

概率论 · 数学 2008-04-09 Sergio De Carvalho Bezerra

We present results of recent high-statistics Monte Carlo simulations of the Edwards-Anderson Ising spin-glass model in three and four dimensions. The study is based on a non-Boltzmann sampling technique, the multi-overlap algorithm which is…

无序系统与神经网络 · 物理学 2007-05-23 Wolfhard Janke , Bernd A. Berg , Alain Billoire