We propose a simple method to extract the community structure of large networks. Our method is a heuristic method that is based on modularity optimization. It is shown to outperform all other known community detection methods in terms of computation time. Moreover, the quality of the communities detected is very good, as measured by the…
Journal of Statistical Mechanics: Theory and Experiment Template
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About the Journal of Statistical Mechanics: Theory and Experiment format
Journal of Statistical Mechanics: Theory and Experiment is a peer-reviewed journal published by IOP Publishing, covering Theoretical and Computational Physics, Quantum many-body systems, Advanced Thermodynamics and Statistical Mechanics. Over its lifetime it has published 6,324 papers, which have received 157,613 citations.
| Publisher | IOP Publishing |
|---|---|
| Reference style | Numbered (IOP) Numbered — [1], [2] in the text [1] Smith A, Jones B and Lee C 2023 A representative article title Journal of Statistical Mechanics: Theory and Experiment 12 45–58
Formats any DOI in Journal of Statistical Mechanics: Theory and Experiment style. No sign-up. |
| Publishes research in | Theoretical and Computational Physics Quantum many-body systems Advanced Thermodynamics and Statistical Mechanics Stochastic processes and statistical mechanics Complex Network Analysis Techniques |
| ISSN | 1742-5468 |
| Citation impact (2-yr) | 2.32 |
| h-index | 135 |
| i10-index | 2,783 |
| Top institutions publishing here | Centre National de la Recherche Scientifique |
| Journal website | iopscience.org |
| You get | A submission-ready PDF and the editable LaTeX source — ready to submit. |
Papers published in Journal of Statistical Mechanics: Theory and Experiment per year
Citation impact of Journal of Statistical Mechanics: Theory and Experiment by publication year
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Most-cited papers in Journal of Statistical Mechanics: Theory and Experiment
We carry out a systematic study of entanglement entropy in relativistic quantum field theory. This is defined as the von Neumann entropy S A = −Tr ρ A logρ A corresponding to the reduced density matrix ρ A of a subsystem A . For the case of a 1+1-dimensional critical system, whose continuum limit is…
We compare recent approaches to community structure identification in terms of sensitivity and computational cost. The recently proposed modularity measure is revisited and the performance of the methods as applied to ad hoc networks with known community structure, is compared. We find that the most accurate methods tend to be more computationally expensive, and that…
We study the unitary time evolution of the entropy of entanglement of a one-dimensional system between the degrees of freedom in an interval of length l and its complement, starting from a pure state which is not an eigenstate of the Hamiltonian. We use path integral methods of quantum field theory as well as explicit…
An algorithm for the simulation of the evolution of slightly entangled quantum states has been recently proposed as a tool to study time-dependent phenomena in one-dimensional quantum systems. Its key feature is a time-evolving block-decimation (TEBD) procedure to identify and dynamically update the relevant, conveniently small, subregion of the otherwise exponentially large Hilbert space. Potential…