Reconstructing the structure of directed and weighted networks of nonlinear oscillators.
basic_science · Level V
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- Record sourced from PubMed, PMID 28505733.
- Also identified by DOI 10.1103/PhysRevE.95.042302.
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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.