A machine learning approach to predicting dynamical observables from network structure

Francisco A. Rodrigues, Thomas Peron, Colm Connaughton +2

Estimating the outcome of a given dynamical process from structural features is a key unsolved challenge in network science. The goal is hindered by difficulties associated to nonl…