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This paper proposes an organized generalization of Newman and Girvan's modularity measure for graph clustering. Optimized via a deterministic annealing scheme, this measure produces topologically ordered graph clusterings that lead to…

机器学习 · 统计学 2010-09-08 Fabrice Rossi , Nathalie Villa-Vialaneix

We describe random loop models and their relations to a family of quantum spin systems on finite graphs. The family includes spin 1/2 Heisenberg models with possibly anisotropic spin interactions and certain spin 1 models with…

数学物理 · 物理学 2013-08-23 Daniel Ueltschi

We investigate generating functions for the integrals over world-sheet tori appearing in closed-string one-loop amplitudes of bosonic, heterotic and type-II theories. These closed-string integrals are shown to obey homogeneous and linear…

高能物理 - 理论 · 物理学 2020-01-22 Jan E. Gerken , Axel Kleinschmidt , Oliver Schlotterer

Given a set of variables and the correlations among them, we develop a method for finding clustering among the variables. The method takes advantage of information implicit in higher-order (not just pairwise) correlations. The idea is to…

统计力学 · 物理学 2015-05-13 L. S. Schulman

In this work, we analysed young stellar clusters with spatial and kinematic coherence in the Orion star-forming complex. For this study, we selected a sample of pre-main sequence candidates using parallaxes, proper motions and positions on…

We study the improvement of simulations of QCD with dynamical Wilson fermions by combining the Hybrid Monte Carlo algorithm with parallel tempering. As an indicator for decorrelation we use the topological charge.

高能物理 - 格点 · 物理学 2015-06-25 E. -M. Ilgenfritz , Werner Kerler , H. Stüben

After deriving the classical Ward identity for the variation of the action under a change of the modulus of the torus we map the problem of the sphere with four sources to the torus. We extend the method previously developed for computing…

高能物理 - 理论 · 物理学 2018-09-26 Pietro Menotti

The stability problem of non-Abelian monopoles with respect to "Brandt-Neri-Coleman type" variations reduces to that of a pure gauge theory on the two-sphere. Each topological sector admits exactly one stable monopole charge, and each…

高能物理 - 理论 · 物理学 2015-05-27 Peng-Ming Zhang , Peter A. Horvathy , John Rawnsley

The recent developments in the study of topological multi-boundary entanglement in the context of 3d Chern-Simons theory (with gauge group $G$ and level $k$) suggest a strong interplay between entanglement measures and number theory. The…

高能物理 - 理论 · 物理学 2026-03-17 Siddharth Dwivedi

Graph clustering is the process of grouping vertices into densely connected sets called clusters. We tailor two mathematical programming formulations from the literature, to this problem. In doing so, we obtain a heuristic approximation to…

机器学习 · 计算机科学 2023-10-31 Pierre Miasnikof , Mohammad Bagherbeik , Ali Sheikholeslami

Community detection and orthogonal group synchronization are both fundamental problems with a variety of important applications in science and engineering. In this work, we consider the joint problem of community detection and orthogonal…

机器学习 · 统计学 2022-09-19 Yifeng Fan , Yuehaw Khoo , Zhizhen Zhao

Localized static solutions of the 2D-O(3) model are investigated in a representation with the 3-vector field $\vec Phi$ split into the unit vector $\hat Phi$ and the modulus $\Phi$. As in the nonlinear version of the model this allows for…

高能物理 - 唯象学 · 物理学 2009-10-31 G. Holzwarth

A chiral $p_x+ip_y$ superconductor on a square lattice with nearest and next-nearest hopping and pairing terms is considered. Gap closures, as various parameters of the system are varied, are found analytically and used to identify the…

超导电性 · 物理学 2013-11-27 Antonio Russo , Sudip Chakravarty

Inspired by the well known sine-Gordon equation, we present a symmetric coupled system of two real scalar fields in $1+1$ dimensions. There are three different topological soliton solutions which be labelled according to their topological…

斑图形成与孤子 · 物理学 2019-06-19 Mohammad Mohammadi , Nematollah Riazi

Rigidity Percolation is a crucial framework for describing rigidity transitions in amorphous systems. We present a new, efficient algorithm to study central-force Rigidity Percolation in two dimensions. This algorithm combines the Pebble…

软凝聚态物质 · 物理学 2026-02-12 Nina Javerzat , Daniele Notarmuzi

Witten's top Chern class is a particular cohomology class on the moduli space of Riemann surfaces endowed with r-spin structures. It plays a key role in Witten's conjecture relating to the intersection theory on these moduli spaces. Our…

代数几何 · 数学 2014-11-11 Sergei Shadrin , Dimitri Zvonkine

Monte Carlo studies of pure glue SU(3) gauge theory using the overlap-based topological charge operator have revealed a laminar structure in the QCD vacuum consisting of extended, thin, coherent, locally 3-dimensional sheets of topological…

高能物理 - 理论 · 物理学 2008-11-26 H. B. Thacker

We investigate the scaling of the largest critical percolation cluster on a large d-dimensional torus, for nearest-neighbor percolation in high dimensions, or when d>6 for sufficient spread-out percolation. We use a relatively simple…

概率论 · 数学 2007-05-23 Markus Heydenreich , Remco van der Hofstad

In this paper we construct explicitly an infinite number of Hopfions (static, soliton solutions with non-zero Hopf topological charges) within the recently proposed 3+1-dimensional, integrable and relativistically invariant field theory.…

高能物理 - 理论 · 物理学 2009-10-31 H. Aratyn , L. A. Ferreira , A. H. Zimerman

Quasi-periodic quantum spin chains were recently found to support many topological phases in the finite magnetization sectors. They can simulate strong topological phases from class A in arbitrary dimension that are characterized by first…

介观与纳米尺度物理 · 物理学 2020-10-14 Yifei Liu , Emil Prodan