diffusion-capacity-of-single-and-interconnected-networks
https://github.com/tischieber/diffusion-capacity-of-single-and-interconnected-networks
Science Score: 44.0%
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Repository
Basic Info
- Host: GitHub
- Owner: tischieber
- Language: R
- Default Branch: main
- Size: 9.77 KB
Statistics
- Stars: 3
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 2
Metadata Files
README.md
Diffusion Capacity of Single and Interconnected Networks
Tiago A. Schieber, Laura C. Carpi, Panos M. Pardalos, Cristina Masoller, Albert Díaz-Guilera and Martín G. Ravetti
This repository represents an R framework of functions and examples for computing the Diffusion Capacity of Single and Interconnected Networks proposed by Schieber et al. in 2023.
Running and testing
Run functions.r file.
load("g_example.RData")
For the Single Layer Diffusion Capacity:
sldc(g_example)
returns the diffusion capacity of each network's vertice.
Multilayered Case:
load("layers.RData")
mldc(g_example,layers)
returns the Multilayer Diffusion Capacity or each network vertice in each layer. The "layers" variable is a list of indices in each layer. In this case, 2 layers the first containing 10 vertices and the second 90 vertices.
The Heat and Kuramoto Models
The heat and Kuramoto models can be easily implemented in R.
See heat_model.r
See kuramoto.r
Climate Network Data
The Climate Network Dataset can be freely downloaded from https://psl.noaa.gov/data/gridded/data.ncep.reanalysis.html
Owner
- Login: tischieber
- Kind: user
- Repositories: 2
- Profile: https://github.com/tischieber
Citation (CITATION.cff)
cff-version: 1.2.0
message: "If you use this code, please cite it as below."
authors:
- family-names: Schieber
given-names: Tiago
title: "Diffusion Capacity of Single and Interconnected Networks"
version: 1