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We consider the ferromagnetic $q$-state Potts model with zero external field in a finite volume and assume that the stochastic evolution of this system is described by a Glauber-type dynamics parametrized by the inverse temperature $\beta$.…

概率论 · 数学 2018-12-21 Francesca R. Nardi , Alessandro Zocca

We prove an inequality on decision trees on monotonic measures which generalizes the OSSS inequality on product spaces. As an application, we use this inequality to prove a number of new results on lattice spin models and their…

概率论 · 数学 2018-12-27 Hugo Duminil-Copin , Aran Raoufi , Vincent Tassion

A rigorous theorem due to Aizenman and Wehr asserts that there can be no latent heat heat in a two-dimensional system with quenched random impurities. We examine this result, and its possible extensions to higher dimensions, in the context…

统计力学 · 物理学 2009-10-31 John Cardy

Machine-learning (ML) models trained on Ising spin configurations have demonstrated surprising effectiveness in classifying phases of Potts models, even when processing severely reduced representations that retain only two spin states. To…

统计力学 · 物理学 2026-01-16 Yi-Lun Du , Nan Su , Konrad Tywoniuk

We consider the semi-infinite (q)-state Potts model. We prove, for large (q), the existence of a first order surface phase transition between the ordered phase and the the so-called "new low temperature phase" predicted in \cite{Li}, in…

统计力学 · 物理学 2015-06-24 Christophe Dobrovolny , Lahoussine Laanait , Jean Ruiz

We prove sharpness of the phase transition for the random-cluster model with $q \geq 1$ on graphs of the form $\mathcal{S} := \mathcal{G} \times S$, where $\mathcal{G}$ is a planar lattice with mild symmetry assumptions, and $S$ a finite…

概率论 · 数学 2021-12-17 Ioan Manolescu , Aran Raoufi

We consider the sum of dichromatic polynomials over non-separable rooted planar maps, an interesting special case of which is the enumeration of such maps. We present some known results and derive new ones. The general problem is equivalent…

统计力学 · 物理学 2009-10-31 R. J. Baxter

We show that color symmetry is preserved at high temperatures in the Potts spin glass model with $\kappa \ge 3$ colors. Our proof employs the second moment method applied to the balanced model with a suitable centering of the Hamiltonian,…

概率论 · 数学 2026-03-03 Heejune Kim

Within the canonical ensemble framework, this paper investigates the presence of higher-order transition signals in the $q$-state Potts model (for $q \geq 3$), using two geometric order parameters: isolated spins number and the average…

统计力学 · 物理学 2025-01-28 Wei Liu , Xin Zhang , Lei Shi , Kai Qi , Xiang Li , Fangfang Wang , Zengru Di

We consider the Potts spin glass with additional ferromagnetic interaction parametrized by $t$. It has long been observed that the Potts color symmetry breaking for the spin glass order parameter is closely related to the ferromagnetic…

无序系统与神经网络 · 物理学 2026-01-13 Hong-Bin Chen

We study a 7-state Potts glass model in three dimensions with first, second, and third neighbor interactions with a bimodal distribution of couplings by Monte Carlo simulations. Our results show the existence of a spin-glass transition at a…

无序系统与神经网络 · 物理学 2015-03-11 Takashi Takahashi , Koji Hukushima

A new algorithm is presented, which allows to calculate numerically the partition function Z_q of the d-dimensional q-state Potts models for arbitrary real values q>0 at any given temperature T with high precision. The basic idea is to…

统计力学 · 物理学 2009-11-10 A. K. Hartmann

We report on the image reconstruction (IR) problem by making use of the random chiral q-state Potts model, whose Hamiltonian possesses the same gauge invariance as the usual Ising spin glass model. We show that the pixel representation by…

无序系统与神经网络 · 物理学 2009-10-31 Domenico M. Carlucci , Jun-ichi Inoue

In this paper we study a continuum version of the Potts model. Particles are points in R^d, with a spin which may take S possible values, S being at least 3. Particles with different spins repel each other via a Kac pair potential. In mean…

概率论 · 数学 2009-11-13 A. De Masi , I. Merola , E. Presutti , Y. Vignaud

We implement a new and accurate numerical entropic scheme to investigate the first-order transition features of the triangular Ising model with nearest-neighbor ($J_{nn}$) and next-nearest-neighbor ($J_{nnn}$) antiferromagnetic interactions…

统计力学 · 物理学 2008-09-16 A. Malakis , N. G. Fytas , P. Kalozoumis

We apply a newly proposed Monte Carlo method, the Wang-Landau algorithm, to the study of the three-dimensional antiferromagnetic q-state Potts models on a simple cubic lattice. We systematically study the phase transition of the models with…

统计力学 · 物理学 2009-11-07 Chiaki Yamaguchi , Yutaka Okabe

The Q-state Potts model can be extended to noninteger and even complex Q in the FK representation. In the FK representation the partition function,Z(Q,a), is a polynomial in Q and v=a-1(a=e^-T) and the coefficients of this…

统计力学 · 物理学 2009-11-07 Seung-Yeon Kim , Richard J. Creswick

The Potts model is a generalization of the Ising model with $Q>2$ components. In the fully connected ferromagnetic Potts model, a first-order phase transition is induced by varying thermal fluctuations. Therefore, the computational time…

量子物理 · 物理学 2022-11-09 Shuntaro Okada , Masayuki Ohzeki , Kazuyuki Tanaka

We study, using transfer-matrix methods, the partition-function zeros of the square-lattice q-state Potts antiferromagnet at zero temperature (= square-lattice chromatic polynomial) for the special boundary conditions that are obtained from…

统计力学 · 物理学 2015-05-18 Jesús Salas , Alan D. Sokal

The zeros of the partition function of the ferromagnetic q-state Potts model with long-range interactions in the complex-q plane are studied in the mean-field case, while preliminary numerical results are reported for the finite 1d chains…

统计力学 · 物理学 2009-11-07 Zvonko Glumac , Katarina Uzelac