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Information geometry and synchronization phase transition in the Kuramoto model
Artem Alexandrov1, Alexander Gorsky2
1Moscow Institute of Physics and Technology, Dolgoprudny 141700, Russia and Laboratory of Complex Networks, Brain and Consciousness Research Center, Moscow, Russia.
Abstract:
We discuss how the synchronization in the Kuramoto model can be treated in terms of information geometry. We argue that the Fisher information is sensitive to synchronization transition; specifically, components of the Fisher metric diverge at the critical point. Our approach is based on the recently proposed relation between the Kuramoto model and geodesics in hyperbolic space.
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