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We present a detailed description of the idea and procedure for the newly proposed Monte Carlo algorithm of tuning the critical point automatically, which is called the probability-changing cluster (PCC) algorithm [Y. Tomita and Y. Okabe,…

统计力学 · 物理学 2009-11-07 Yusuke Tomita , Yutaka Okabe

A random growth lattice filling model of percolation with touch and stop growth rule is developed and studied numerically on a two dimensional square lattice. Nucleation centers are continuously added one at a time to the empty sites and…

统计力学 · 物理学 2018-06-13 Bappaditya Roy , S. B. Santra

The class of random-cluster models is a unification of a variety of stochastic processes of significance for probability and statistical physics, including percolation, Ising, and Potts models; in addition, their study has impact on the…

概率论 · 数学 2007-05-23 Geoffrey Grimmett

We use scale invariant scattering theory to obtain the exact equations determining the renormalization group fixed points of the two-dimensional $CP^{N-1}$ model, for $N$ real. Also due to special degeneracies at $N=2$ and 3, the space of…

统计力学 · 物理学 2022-02-15 Youness Diouane , Noel Lamsen , Gesualdo Delfino

We develop an Ornstein--Zernike theory for the two-dimensional random-cluster model with $1 \leq q <4$ that also applies in its near-critical regime. In particular, we prove an asymptotic formula for the two-point function which holds…

概率论 · 数学 2025-10-21 Lucas D'Alimonte , Ioan Manolescu

In this communication with computer simulation we evaluate simple cubic random-site percolation thresholds for neighbourhoods including the nearest neighbours (NN), the next-nearest neighbours (2NN) and the next-next-nearest neighbours…

数学物理 · 物理学 2012-11-30 Lukasz Kurzawski , Krzysztof Malarz

We prove a long-standing conjecture on random-cluster models, namely that the critical point for such models with parameter $q\geq1$ on the square lattice is equal to the self-dual point $p_{sd}(q) = \sqrt q /(1+\sqrt q)$. This gives a…

概率论 · 数学 2013-11-28 Vincent Beffara , Hugo Duminil-Copin

The number of clusters per site $n(p)$ in percolation at the critical point $p = p_c$ is not itself a universal quantity---it depends upon the lattice and percolation type (site or bond). However, many of its properties, including…

统计力学 · 物理学 2017-11-22 Stephan Mertens , Iwan Jensen , Robert M. Ziff

We propose a new effective cluster algorithm of tuning the critical point automatically, which is an extended version of Swendsen-Wang algorithm. We change the probability of connecting spins of the same type, $p = 1 - e^{- J/ k_BT}$, in…

统计力学 · 物理学 2009-10-31 Yusuke Tomita , Yutaka Okabe

Computing mountain passes is a standard way of finding critical points. We describe a numerical method for finding critical points that is convergent in the nonsmooth case and locally superlinearly convergent in the smooth finite…

数值分析 · 数学 2011-06-14 Adrian S. Lewis , C. H. Jeffrey Pang

Critical transition points between symmetry-broken phases are characterized as fixed points in the renormalization group (RG) theory. We show that, following the standard Wilsonian procedure that traces out the large momentum modes, this…

强关联电子 · 物理学 2020-11-18 Boran Zhou , Rui Wang , Baigeng Wang

The conventional duality analysis is employed to identify a location of a critical point on a uniform lattice without any disorder in its structure. In the present study, we deal with the random planar lattice, which consists of the…

无序系统与神经网络 · 物理学 2015-06-11 Masayuki Ohzeki , Keisuke Fujii

Markov chain Monte Carlo methods provide an essential tool in statistics for sampling from complex probability distributions. While the standard approach to MCMC involves constructing discrete-time reversible Markov chains whose transition…

统计计算 · 统计学 2020-09-29 Joris Bierkens , Andrew Duncan

The two-dimensional Z(5) vector model is investigated through the determination of critical points and one critical index. To this purpose a new cluster algorithm has been developed valid for 2D Z(N) models with odd values of N. Results are…

高能物理 - 格点 · 物理学 2011-01-04 Oleg Borisenko , Gennaro Cortese , Roberto Fiore , Mario Gravina , Alessandro Papa

We use scale invariant scattering theory to exactly determine the renormalization group fixed points of a $q$-state Potts model coupled to an $r$-state Potts model in two dimensions. For integer values of $q$ and $r$ the fixed point…

统计力学 · 物理学 2023-01-16 Noel Lamsen , Youness Diouane , Gesualdo Delfino

We study nonequilibrium phase transitions of reaction-diffusion systems defined on randomly diluted lattices, focusing on the transition across the lattice percolation threshold. To develop a theory for this transition, we combine classical…

统计力学 · 物理学 2009-04-27 Man Young Lee , Thomas Vojta

We consider the Boolean model $Z$ on $\mathbb{R}^d$ with random compact grains, i.e. $Z := \bigcup_{i \in \mathbb{N}} (X_i + Z_i)$ where $\eta_t := \{X_1, X_2, \dots\}$ is a Poisson point process of intensity $t$ and $(Z_1, Z_2, \dots)$ is…

概率论 · 数学 2016-07-22 Sebastian Ziesche

The critical properties of the spin-1 two-dimensional Blume-Capel model on directed and undi- rected random lattices with quenched connectivity disorder is studied through Monte Carlo simulations. The critical temperature, as well as the…

统计力学 · 物理学 2015-05-18 F. P. Fernandes , F. W. S. Lima , J. A. Plascak

This paper is concerned with the detection of multiple change-points in the joint distribution of independent categorical variables. The procedures introduced rely on model selection and are based on a penalized least-squares criterion.…

统计理论 · 数学 2008-01-08 Nathalie Akakpo

In this paper, we present a cluster algorithm for the simulation of hard spheres and related systems. In this algorithm, a copy of the configuration is rotated with respect to a randomly chosen pivot point. The two systems are then…

统计力学 · 物理学 2008-02-03 Christophe Dress , Werner Krauth