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Higher-order interactions in Kuramoto oscillators with inertia
Patrycja Jaros1, Subrata Ghosh1,2, Dawid Dudkowski1
1Division of Dynamics, Lodz University of Technology, Stefanowskiego 1/15, 90-924 Lodz, Poland.
Physical Review. E
|September 19, 2023
Summary
Higher-order interactions in coupled phase oscillators reveal new collective states beyond pairwise coupling. Adjusting phase lag and interaction sign is crucial for emergent network dynamics.
Area of Science:
- Complex Systems
- Nonlinear Dynamics
- Network Science
Background:
- The dynamics of coupled oscillators are fundamental to many natural and engineered systems.
- Pairwise interactions are well-studied, but higher-order interactions can lead to novel emergent behaviors.
- Understanding these higher-order effects is key to fully characterizing complex network dynamics.
Purpose of the Study:
- To investigate the influence of higher-order interactions on the dynamical landscape of coupled phase oscillators.
- To identify new collective states emerging from higher-order coupling that are absent in pairwise interaction models.
- To explore the parameter space encompassing phase lag and coupling strength for both pairwise and higher-order interactions.
Main Methods:
- Utilized a network model of three coupled Kuramoto phase oscillators with inertia.
- Systematically varied phase lag and coupling strength (both pairwise and higher-order) across a broad range.
- Employed numerical simulations to identify and classify various collective states within the extended parameter space.
Main Results:
- Observed known states like synchronization, frequency chimera states, and rotating waves with distinct parameter boundaries.
- Discovered novel states, specifically the 2+1 antipodal point and 2+1 phase-locked states, driven by higher-order interactions.
- Demonstrated the critical importance of phase lag and the sign of higher-order coupling strength on emergent dynamics.
Conclusions:
- Higher-order interactions significantly expand the repertoire of collective states in oscillator networks.
- The interplay between phase lag and the nature of higher-order coupling dictates complex network behavior.
- Analytical support validates the numerical findings, highlighting the role of higher-order effects in oscillator dynamics.
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