output
20022026
most citedMaps of random walks on complex networks reveal community structure

4.7k citations

Showing 2023 · physics.soc-phShow all

5 papers · 2 filters

physics.soc-ph2023★ 2 cited

Epidemic Forecast Follies

P. L. Krapivsky, S. Redner

We introduce a simple multiplicative model to describe the temporal behavior and the ultimate outcome of an epidemic. Our model accounts, in a minimalist way, for the competing inf…

physics.soc-ph2023★ 2 cited

A model for efficient dynamical ranking in networks

Andrea Della Vecchia, Kibidi Neocosmos, Daniel B. Larremore +2

We present a physics-inspired method for inferring dynamic rankings in directed temporal networks - networks in which each directed and timestamped edge reflects the outcome and ti…

physics.soc-ph2023★ 5 cited

The Magic of Networks Grown by Redirection

P. L. Krapivsky, S. Redner

We highlight intriguing features of complex networks that are grown by \emph{redirection}. In this mechanism, a target node is chosen uniformly at random from the pre-existing netw…

physics.soc-ph2023★ 11 cited

Heterogeneous message passing for heterogeneous networks

George T. Cantwell, Alec Kirkley, Filippo Radicchi

Message passing (MP) is a computational technique used to find approximate solutions to a variety of problems defined on networks. MP approximations are generally accurate in local…

physics.soc-ph2023★ 18 cited

Skill dependencies uncover nested human capital

Moh Hosseinioun, Frank Neffke, Letian Zhang +1

Modern economies require increasingly diverse and specialized skills, many of which depend on the acquisition of other skills first. Here we analyse US survey data to reveal a nest…