Relating Topological Determinants of Complex Networks to Their Spectral Properties: Structural and Dynamical Effects

A key parameter for characterizing disease outbreaks and other types of dynamics on complex networks is the largest eigenvalue of the adjacency matrix. A new analysis presents a very general way of estimating it and a physical interpretation of its value.