title: Multiple-scale theory of topology-driven patterns on directed networks.
abstract: Dynamical processes on networks are currently being considered in different domains of cross-disciplinary interest. Reaction-diffusion systems hosted on directed graphs are in particular relevant for their widespread applications, from computer networks to traffic systems. Due to the peculiar spectrum of the discrete Laplacian operator, homogeneous fixed points can turn unstable, on a directed support, because of the topology of the network, a phenomenon which cannot be induced on undirected graphs. A linear analysis can be performed to single out the conditions that underly the instability. The complete characterization of the patterns, which are eventually attained beyond the linear regime of exponential growth, calls instead for a full nonlinear treatment. By performing a multiple time scale perturbative calculation, we here derive an effective equation for the nonlinear evolution of the amplitude of the most unstable mode, close to the threshold of criticality. This is a Stuart-Landau equation the complex coefficients of which appear to depend on the topological features of the embedding directed graph. The theory proves adequate versus simulations, as confirmed by operating with a paradigmatic reaction-diffusion model.
authors.affiliation: Dipartimento di Matematica e Informatica, Università degli Studi di Firenze, viale Morgagni 67/a, 50134 Firenze, Italy.
authors.forename: Silvia
authors.initials: S
authors.lastname: Contemori
authors.affiliation: Dipartimento di Fisica e Astronomia, Università degli Studi di Firenze, CSDC and INFN, via G. Sansone 1, 50019 Sesto Fiorentino, Italy.
authors.forename: Francesca
authors.initials: F
authors.lastname: Di Patti
authors.affiliation: Dipartimento di Fisica e Astronomia, Università degli Studi di Firenze, CSDC and INFN, via G. Sansone 1, 50019 Sesto Fiorentino, Italy.
authors.forename: Duccio
authors.initials: D
authors.lastname: Fanelli
authors.affiliation: Dipartimento di Fisica e Astronomia, Università degli Studi di Firenze, via G. Sansone 1, 50019 Sesto Fiorentino, Italy.
authors.forename: Filippo
authors.initials: F
authors.lastname: Miele