21.7k citations · 31.6k across the 143 of their papers we have counts for
3 papers · 2 filters
Diffusion on networked systems is a question of time or structure
Jean-Charles Delvenne, Renaud Lambiotte, Luis E. C. Rocha
Network science investigates the architecture of complex systems to understand their functional and dynamical properties. Structural patterns such as communities shape diffusive pr…
Random Walks on Stochastic Temporal Networks
Till Hoffmann, Mason A. Porter, Renaud Lambiotte
In the study of dynamical processes on networks, there has been intense focus on network structure -- i.e., the arrangement of edges and their associated weights -- but the effects…
Memory in network flows and its effects on spreading dynamics and community detection
Martin Rosvall, Alcides V. Esquivel, Andrea Lancichinetti +2
Random walks on networks is the standard tool for modelling spreading processes in social and biological systems. This first-order Markov approach is used in conventional community…