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We discuss the interrelation between phase transitions in interacting lattice or continuum models, and the existence of infinite clusters in suitable random-graph models. In particular, we describe a random-geometric approach to the phase…

概率论 · 数学 2007-05-23 H. -O. Georgii

A class of nonequilibrium models with short-range interactions and sequential updates is presented. The models describe one dimensional growth processes which display a roughening transition between a smooth and a rough phase. This…

凝聚态物理 · 物理学 2009-10-28 Uri Alon , Martin Evans , Haye Hinrichsen , David Mukamel

We study countable graphs that -- up to isomorphism and with probability one -- arise from a random process, in a similar fashion as the Rado graph. Unlike in the classical case, we do not require that probabilities assigned to pairs of…

组合数学 · 数学 2026-01-23 Ziemowit Kostana , Jarosław Swaczyna , Agnieszka Widz

A random graph model on a host graph H is said to be 1-independent if for every pair of vertex-disjoint subsets A,B of E(H), the state of edges (absent or present) in A is independent of the state of edges in B. For an infinite connected…

组合数学 · 数学 2022-08-12 Victor Falgas-Ravry , Vincent Pfenninger

Discontinuous percolation transitions and the associated tricritical points are manifest in a wide range of both equilibrium and non-equilibrium cooperative phenomena. To demonstrate this, we present and relate the continuous and first…

无序系统与神经网络 · 物理学 2013-05-30 Golnoosh Bizhani , Maya Paczuski , Peter Grassberger

In this note we discuss vacant set level set percolation on a transient weighted graph. It interpolates between the percolation of the vacant set of random interlacements and the level set percolation of the Gaussian free field. We employ…

概率论 · 数学 2019-04-17 Alain-Sol Sznitman

We discuss numerically the non-perturbative effects in exponential random graphs which are analogue of eigenvalue instantons in matrix models. The phase structure of exponential random graphs with chemical potential for 4-cycles and degree…

高能物理 - 理论 · 物理学 2021-05-19 Alexander Gorsky , Olga Valba

The uniform even subgraph is intimately related to the Ising model, the random-cluster model, the random current model, and the loop $\mathrm{O}$(1) model. In this paper, we first prove that the uniform even subgraph of $Z^d$ percolates for…

概率论 · 数学 2025-06-02 Ulrik Thinggaard Hansen , Boris Kjær , Frederik Ravn Klausen

Percolation is the simplest fundamental model in statistical mechanics that exhibits phase transitions signaled by the emergence of a giant connected component. Despite its very simple rules, percolation theory has successfully been applied…

统计力学 · 物理学 2015-06-09 Abbas Ali Saberi

In this paper we study percolation on a roughly transitive graph G with polynomial growth and isoperimetric dimension larger than one. For these graphs we are able to prove that p_c < 1, or in other words, that there exists a percolation…

概率论 · 数学 2017-08-03 Elisabetta Candellero , Augusto Teixeira

Consider a uniformly random regular graph of a fixed degree $d\ge3$, with $n$ vertices. Suppose that each edge is open (closed), with probability $p(q=1-p)$, respectively. In 2004 Alon, Benjamini and Stacey proved that $p^*=(d-1)^{-1}$ is…

概率论 · 数学 2008-08-27 Boris Pittel

The traditional node percolation map of directed networks is reanalyzed in terms of edges. In the percolated phase, edges can mainly organize into five distinct giant connected components, interfaces bridging the communication of nodes in…

无序系统与神经网络 · 物理学 2009-11-13 M. Angeles Serrano , Paolo De Los Rios

Given a symmetric $n\times n$ matrix $P$ with $0 \le P(u, v)\le 1$, we define a random graph $G_{n, P}$ on $[n]$ by independently including any edge $\{u, v\}$ with probability $P(u, v)$. For $k\ge 1$ let $\mathcal{A}_k$ be the property of…

组合数学 · 数学 2020-12-23 Tony Johansson

A comparison technique for finite random walks on finite graphs is introduced, using the well-known interlacing method. It yields improved return probability bounds. A key feature is the incorporation of parts of the spectrum of the…

概率论 · 数学 2010-06-04 Florian Sobieczky

A graph homomorphism between two graphs is a map from the vertex set of one graph to the vertex set of the other graph, that maps edges to edges. In this note we study the range of a uniformly chosen homomorphism from a graph G to the…

概率论 · 数学 2007-06-21 Itai Benjamini , Ariel Yadin , Amir Yehudayoff

We propose an approach to calculate the critical percolation threshold for finite-sized Erdos-Renyi digraphs using minimal Hamiltonian cycles. We obtain an analytically exact result, valid non-asymptotically for all graph sizes, which…

统计力学 · 物理学 2014-05-12 Michelle Rudolph-Lilith , Lyle E. Muller

We investigate first passage percolation on inhomogeneous random graphs. The random graph model G(n,kappa) we study is the model introduced by Bollob\'as, Janson and Riordan, where each vertex has a type from a type space S and edge…

概率论 · 数学 2016-11-14 István Kolossváry , Júlia Komjáthy

We consider a class of random, weighted networks, obtained through a redefinition of patterns in an Hopfield-like model and, by performing percolation processes, we get information about topology and resilience properties of the networks…

统计力学 · 物理学 2015-05-30 Elena Agliari , Claudia Cioli , Enore Guadagnini

We introduce a correlated static model and investigate a percolation transition. The model is a modification of the static model and is characterized by assortative degree-degree correlation. As one varies the edge density, the network…

统计力学 · 物理学 2015-05-13 Sang-Woo Kim , Jae Dong Noh

The spectral properties of traditional (dyadic) graphs, where an edge connects exactly two vertices, are widely studied in different applications. These spectral properties are closely connected to the structural properties of dyadic…

社会与信息网络 · 计算机科学 2025-06-23 Hao Tian , Shengmin Jin , Reza Zafarani