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Geometry unites synchrony, chimeras, and waves in nonlinear oscillator networks

Roberto C. Budzinski, Tung T. Nguyen, Jacqueline Đoàn, Ján Mináč, Terrence J. Sejnowski, Lyle Muller

2022Chaos An Interdisciplinary Journal of Nonlinear Science26 citationsDOIOpen Access PDF

Abstract

One of the simplest mathematical models in the study of nonlinear systems is the Kuramoto model, which describes synchronization in systems from swarms of insects to superconductors. We have recently found a connection between the original, real-valued nonlinear Kuramoto model and a corresponding complex-valued system that permits describing the system in terms of a linear operator and iterative update rule. We now use this description to investigate three major synchronization phenomena in Kuramoto networks (phase synchronization, chimera states, and traveling waves), not only in terms of steady state solutions but also in terms of transient dynamics and individual simulations. These results provide new mathematical insight into how sophisticated behaviors arise from connection patterns in nonlinear networked systems.

Topics & Concepts

Nonlinear systemSynchronization (alternating current)Kuramoto modelConnection (principal bundle)Computer scienceComplex systemOperator (biology)Topology (electrical circuits)Nonlinear dynamical systemsStatistical physicsControl theory (sociology)MathematicsPhysicsArtificial intelligenceGeometryCombinatoricsRepressorBiochemistryTranscription factorControl (management)Quantum mechanicsChemistryGeneNonlinear Dynamics and Pattern FormationSlime Mold and Myxomycetes ResearchNeural Networks Stability and Synchronization
Geometry unites synchrony, chimeras, and waves in nonlinear oscillator networks | Litcius