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The Fortuin-Kasteleyn mapping between the Ising model and the site-bond correlated percolation model is shown to be only one of an infinite class of exact mappings. These new cluster representations are a result of "renormalized"…

高能物理 - 格点 · 物理学 2009-10-22 R. Brower , P. Tamayo

We introduce a new methodology for the analysis of the phenomenon of chaotic itinerancy in a dynamical system using the notion of entropy and a clustering algorithm. We determine systems likely to experience chaotic itinerancy by means of…

混沌动力学 · 物理学 2025-12-09 Nikodem Mierski , Paweł Pilarczyk

The tilings of lozenges in 2 dimensions and of rhomboedra in 3 dimensions are studied when they are constrained by fixed boundary conditions. We establish a link between those conditions and free or periodic boundary ones: the entropy is…

统计力学 · 物理学 2007-05-23 N. Destainville

We present results of monomer-resolved Monte Carlo simulations for a system of amphiphilic dendrimers of second generation. Our investigations validate a coarse-grained level description based on the zero-density limit effective…

软凝聚态物质 · 物理学 2012-09-27 Dominic A. Lenz , Bianca M. Mladek , Christos N. Likos , Gerhard Kahl , Ronald Blaak

A new Monte Carlo algorithm for 2-dimensional spin glasses is presented. The use of clusters makes possible global updates and leads to a gain in speed of several orders of magnitude. As an example, we study the 2-dimensional +/-J…

无序系统与神经网络 · 物理学 2009-11-07 J. Houdayer

A semi-regular tiling of the hyperbolic plane is a tessellation by regular geodesic polygons with the property that each vertex has the same vertex-type, which is a cyclic tuple of integers that determine the number of sides of the polygons…

组合数学 · 数学 2019-11-11 Basudeb Datta , Subhojoy Gupta

We used the dendrogram algorithm to decompose the surface density distributions of stars into hierarchical structures. These structures were tied to the multiscale structures of star clusters. A similar power-law for the mass-size relation…

星系天体物理 · 物理学 2024-07-30 J. W. Zhou , Pavel Kroupa , Sami Dib

A new method is presented which allows time averaged density matrices of closed quantum systems to be computed via a constraint overlap maximization. Due to its simplicity, this method can be combined with algorithms based on tensor…

量子物理 · 物理学 2015-03-06 Volckmar Nebendahl

Partial orders and directed acyclic graphs are commonly recurring data structures that arise naturally in numerous domains and applications and are used to represent ordered relations between entities in the domains. Examples are task…

机器学习 · 计算机科学 2021-12-21 Daniel Bakkelund

We present exact and asymptotic results for clusters in the one-dimensional totally asymmetric exclusion process (TASEP) with two different dynamics. The expected length of the largest cluster is shown to diverge logarithmically with…

统计力学 · 物理学 2009-11-07 O. Pulkkinen , J. Merikoski

A mixture of Gaussians fit to a single curved or heavy-tailed cluster will report that the data contains many clusters. To produce more appropriate clusterings, we introduce a model which warps a latent mixture of Gaussians to produce…

机器学习 · 计算机科学 2014-08-12 Tomoharu Iwata , David Duvenaud , Zoubin Ghahramani

A mixture of Gaussians fit to a single curved or heavy-tailed cluster will report that the data contains many clusters. To produce more appropriate clusterings, we introduce a model which warps a latent mixture of Gaussians to produce…

机器学习 · 统计学 2013-03-25 Tomoharu Iwata , David Duvenaud , Zoubin Ghahramani

A simple but powerful network model with $n$ nodes and $m$ partly overlapping layers is generated as an overlay of independent random graphs $G_1,\dots,G_m$ with variable sizes and densities. The model is parameterised by a joint…

概率论 · 数学 2020-11-04 Mindaugas Bloznelis , Lasse Leskelä

Classical probability distributions on sets of sequences can be modeled using quantum states. Here, we do so with a quantum state that is pure and entangled. Because it is entangled, the reduced densities that describe subsystems also carry…

量子物理 · 物理学 2020-12-10 Tai-Danae Bradley , E. Miles Stoudenmire , John Terilla

In this paper the influence of galaxy cluster halo environment on the deflection properties of its galaxies is investigated. For this purpose circular and elliptical projected cluster haloes obeying Einasto density profiles are multiply…

宇宙学与河外天体物理 · 物理学 2015-06-16 Alexander L. Poplavsky

A toy model of particles packings is presented, which consists in arranging hexagons on a triangular lattice according to local stability rules. The number of stable packings is analytically computed and found to grow exponentially with the…

统计力学 · 物理学 2015-06-25 R. Monasson , O. Pouliquen

The dynamical arrest of gels is the consequence of a well defined structural phase transition, leading to the formation of a spanning cluster of bonded particles. The dynamical glass transition, instead, is not accompanied by any clear…

软凝聚态物质 · 物理学 2016-07-21 Raffaele Pastore , Antonio de Candia , Anallisa Fierro , Massimo Pica Ciamarra , Antonio Coniglio

The conformational statistics of ring polymers in melts or dense solutions is strongly affected by their quenched microscopic topological state. The effect is particularly strong for non-concatenated unknotted rings, which are known to…

软凝聚态物质 · 物理学 2015-06-17 Angelo Rosa , Ralf Everaers

The entropy distribution of the intracluster medium and the shape of its confining potential well completely determine the X-ray properties of a relaxed cluster of galaxies, motivating us to explore the origin of intracluster entropy and to…

天体物理学 · 物理学 2009-11-07 G. Mark Voit , Michael L. Balogh , Richard G. Bower , Cedric G. Lacey , Greg L. Bryan

An agglomerative clustering of random variables is proposed, where clusters of random variables sharing the maximum amount of multivariate mutual information are merged successively to form larger clusters. Compared to the previous…

信息论 · 计算机科学 2017-02-27 Chung Chan , Ali Al-Bashabsheh , Qiaoqiao Zhou