Reconstructing the structure of directed and weighted networks of nonlinear oscillators

Physical Review. E
Francesco AlderisioMario di Bernardo

Abstract

The formalism of complex networks is extensively employed to describe the dynamics of interacting agents in several applications. The features of the connections among the nodes in a network are not always provided beforehand, hence the problem of appropriately inferring them often arises. Here, we present a method to reconstruct directed and weighted topologies of networks of heterogeneous nonlinear oscillators. We illustrate the theory on a set of representative examples.

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Citations

Sep 27, 2018·Physical Review. E·Gloria Cecchini, Björn Schelter
May 20, 2018·Physical Review. E·Rachel NicksStephen Coombes
Sep 2, 2019·Chaos·Daniel Alberto Burbano LombanaKevin M Lynch
Nov 5, 2020·Scientific Reports·Maria LombardiMario di Bernardo

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