Predicting Pattern Formation in Multilayer Networks.

Abstract:

:We investigate how the structure of interactions between coupled oscillators influences the formation of asynchronous patterns in a multilayer network by formulating a simple, general multilayer oscillator model. We demonstrate the analysis of this model in three-oscillator systems, illustrating the role of interactions among oscillators in sustaining differences in both the phase and amplitude of oscillations leading to the formation of asynchronous patterns. Finally, we demonstrate the generalizability of our model's predictions through comparison with a more realistic multilayer model. Overall, our model provides a useful approach for predicting the types of asynchronous patterns that multilayer networks of coupled oscillators which cannot be achieved by the existing methods which focus on characterizing the synchronous state.

journal_name

Bull Math Biol

authors

Hayes SM,Anderson KE

doi

10.1007/s11538-019-00682-1

subject

Has Abstract

pub_date

2019-12-20 00:00:00

pages

4

issue

1

eissn

0092-8240

issn

1522-9602

pii

10.1007/s11538-019-00682-1

journal_volume

82

pub_type

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