In 2017 Manlio De Domenico introduced the family of diffusion distances and induced geometry as a tool for the analysis of the functional organisation of complex networks. Its natural generalisation to multilayer networks was still missing and with this work we filled the gap providing (i) a rigorous mathematical definition of the diffusion distance(s) and induced space(s) in the framework of multilayer networks, (ii) the extension of the diffusion distance definition w.r.t. different random walk dynamics, and (iii) a detailed analysis of the interplay between layer topology, inter-layer connectivity, layer-layer correlations (in terms of edge/partition overlapping), and random walk dynamics.
I had the great opportunity to contribute to muxViz, building the R package muxViz that now can be installed as easy as
devtools::install_github("manlius/muxViz") I built the package website using pkgdown (cf.
I had the great opportunity to contribute to muxViz, building the R package muxViz that now can be installed as easy as
devtools::install_github("manlius/muxViz") I built the package website using pkgdown (cf.