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This study investigates the quantum effects in transverse-field Ising spin glass models with rotationally invariant random interactions. The primary aim is to evaluate the validity of a quasi-static approximation that captures the…

无序系统与神经网络 · 物理学 2025-10-10 Yoshinori Hara , Yoshiyuki Kabashima

Mean-field models of glasses that present a random first order transition exhibit highly non-trivial fluctuations. Building on previous studies that focused on the critical scaling regime, we here obtain a fully quantitative framework for…

无序系统与神经网络 · 物理学 2022-08-09 Giampaolo Folena , Giulio Biroli , Patrick Charbonneau , Yi Hu , Francesco Zamponi

In this paper we study the fluctuations of the probability distributions of the overlap in mean field spin glasses in the presence of a magnetic field on the De Almeida-Thouless line. We find that there is a large tail in the left part of…

无序系统与神经网络 · 物理学 2012-02-28 Giorgio Parisi , Federico Ricci-Tersenghi

We study the fluctuation problems at high temperature in the general mixed $p$-spin glass models under the weak external field assumption: $h= \rho N^{-\alpha}, \rho>0, \alpha \in [1/4,\infty]$. By extending the cluster expansion approach…

概率论 · 数学 2024-07-16 Partha S. Dey , Qiang Wu

Extensive simulations are made of link and spin overlaps in four and five dimensional Ising Spin Glasses (ISGs). Moments and moment ratios of the mean link overlap distributions (the variance, the kurtosis and the skewness) show clear…

无序系统与神经网络 · 物理学 2013-05-06 P. H. Lundow , I. A. Campbell

The Potts spin glass is an analogue of the Sherrington-Kirkpatrick model in which each spin can take one of $\kappa$ possible values, which we interpret as colors. It was suggested in arXiv:2310.06745 that the order parameter for this model…

概率论 · 数学 2025-03-12 Jean-Christophe Mourrat

We solve the fermionic version of the Ising spin glass for arbitrary filling \mu and temperature T taking into account replica symmetry breaking. Using a simple exact mapping from \mu to the anisotropy parameter D, we also obtain the…

统计力学 · 物理学 2009-10-31 H. Feldmann , R. Oppermann

To establish a unified framework for studying both discrete and continuous coupling distributions, we introduce the {\it binomial} spin glass, a class of models where the couplings are sums of $m$ identically distributed Bernoulli random…

无序系统与神经网络 · 物理学 2018-08-29 Mohammad-Sadegh Vaezi , Gerardo Ortiz , Martin Weigel , Zohar Nussinov

We consider the Sherrington-Kirkpatrick model of spin glasses at high-temperature and no external field, and study the problem of sampling from the Gibbs distribution $\mu$ in polynomial time. We prove that, for any inverse temperature…

概率论 · 数学 2024-02-19 Ahmed El Alaoui , Andrea Montanari , Mark Sellke

We introduce and analytically study a generalized p-spin glass like model that captures some of the main features of attractive glasses, recently found by Mode Coupling investigations, such as a glass/glass transition line and dynamical…

统计力学 · 物理学 2009-11-10 Antonio Caiazzo , Antonio Coniglio , Mario Nicodemi

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

A nearest-neighbor-interaction Ising spin glass, in the presence of an external magnetic field, is studied on different hierarchical lattices that approach the cubic lattice. The magnetic field is considered as uniform, or random (following…

统计力学 · 物理学 2009-06-10 Octavio R. Salmon , Fernando D. Nobre

We prove the existence of correlations between the equilibrium states at different temperatures of the multi-$p$-spin spherical spin-glass models with continuous replica symmetry breaking: there is no chaos in temperature in these models.…

无序系统与神经网络 · 物理学 2012-10-31 Tommaso Rizzo

We introduce a novel quantum spin-glass model, a Sherrington-Kirkpatrick model with a transverse mean-field type random magnet. We rigorously derive the exact expression of the free energy of this model at the entire parameter region. The…

统计力学 · 物理学 2024-10-07 Naoto Shiraishi

A recently introduced Renormalization Group approach to frustrated spin models is applied in three dimensions through Monte Carlo computations. A class of spin glass models is analysed, with correlated disorder variables given by a Z_2…

统计力学 · 物理学 2007-05-23 Leonardo Gnesi , Roberto Petronzio , Francesco Rosati

We develop a mean-field theory for random quantum spin systems using the spin coherent state path integral representation. After the model is reduced to the mean field one-body Hamiltonian, the integral is analyzed with the aid of several…

无序系统与神经网络 · 物理学 2007-11-20 Kazutaka Takahashi

In realistic spinglasses, such as CuMn, AuFe and EuSrS, magnetic atoms are located at random positions. Their couplings are determined by their relative positions. For such systems a field theory is formulated. In certain limits it reduces…

无序系统与神经网络 · 物理学 2009-10-31 Th. M. Nieuwenhuizen , C. N. A. van Duin

We introduce a new method, based on the recently developed random tensor theory, to study the p-spin glass model with non-Gaussian, correlated disorder. Using a suitable generalization of Gurau's theorem on the universality of the large N…

无序系统与神经网络 · 物理学 2013-03-04 Valentin Bonzom , Razvan Gurau , Matteo Smerlak

Following numerous earlier studies, extensive simulations and analyses were made on the continuous interaction distribution Gaussian model and the discrete bimodal interaction distribution Ising Spin Glass (ISG) models in dimension two…

无序系统与神经网络 · 物理学 2017-04-12 P. H. Lundow , I. A. Campbell

This paper describes a new method, HMM gauge likelihood analysis, or GLA, of detecting anomalies in discrete time series using Hidden Markov Models and clustering. At the center of the method lies the comparison of subsequences. To achieve…

机器学习 · 计算机科学 2020-09-22 Boris Lorbeer , Tanja Deutsch , Peter Ruppel , Axel Küpper
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