Laplacian renormalization group for heterogeneous networks
نویسندگان
چکیده
The renormalization group is the cornerstone of modern theory universality and phase transitions, a powerful tool to scrutinize symmetries organizational scales in dynamical systems. However, its network counterpart particularly challenging due correlations between intertwined scales. To date, explorations are based on hidden geometries hypotheses. Here, we propose Laplacian RG diffusion-based picture complex networks, defining both Kadanoff supernodes' concept, momentum space procedure, \emph{\'a la Wilson}, applying this scheme real networks natural parsimonious way.
منابع مشابه
Renormalization group for evolving networks.
We propose a renormalization group treatment of stochastically growing networks. As an example, we study percolation on growing scale-free networks in the framework of a real-space renormalization group approach. As a result, we find that the critical behavior of percolation on the growing networks differs from that in uncorrelated networks.
متن کاملA NUMERICAL RENORMALIZATION GROUP APPROACH FOR AN ELECTRON-PHONON INTERACTION
A finite chain calculation in terms of Hubbard X-operators is explored by setting up a vibronic Harniltonian. The model conveniently transformed into a form so that in the case of strong coupling a numerical renormalization group approach is applicable. To test the technique, a one particle Green function is calculated for the model Harniltonian
متن کاملRenormalization group on complex networks
In this article, I describe a renormalization group approach for complex networks, as applied by Rozenfeld et.al. in 1. A large number of naturally occuring networks are scale-free, i.e. display a powerlaw degree distribution 2. Moreover, many of these networks display both the small world property, and fractal characteristics. The RG approach demonstrates a transition between fractal and small...
متن کاملTime-Dependent Real-Space Renormalization Group Method
In this paper, using the tight-binding model, we extend the real-space renormalization group method to time-dependent Hamiltonians. We drive the time-dependent recursion relations for the renormalized tight-binding Hamiltonian by decimating selective sites of lattice iteratively. The formalism is then used for the calculation of the local density of electronic states for a one dimensional quant...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Nature Physics
سال: 2023
ISSN: ['1745-2473', '1745-2481']
DOI: https://doi.org/10.1038/s41567-022-01866-8