Fabio Durastante

Walk Based Laplacians for Modeling Diffusion on Complex Networks

Abstract We develop a novel framework for modeling diffusion on complex networks by constructing Laplacian-like operators based on walks around a graph. Our approach introduces a parametric family of walk-based Laplacians that naturally incorporate memory effects by excluding or...