A Bayesian exchange-Monte-Carlo framework using the Ott-Antonsen analytical solution recovers Kuramoto model parameters from order-parameter time series, with accuracy limited by noise, system size, and a K-gamma identifiability degeneracy.
(1) is con- fined to an invariant manifold (the Ott-Antonsen man- ifold) under certain assumptions on g(ω) [22, 23]
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Bayesian estimation of coupling strength and heterogeneity in a coupled oscillator model from macroscopic quantities
A Bayesian exchange-Monte-Carlo framework using the Ott-Antonsen analytical solution recovers Kuramoto model parameters from order-parameter time series, with accuracy limited by noise, system size, and a K-gamma identifiability degeneracy.