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  On mesoscopic, finite-size populations of stochastic coupled oscillators

Buendía, V. (2023). On mesoscopic, finite-size populations of stochastic coupled oscillators. In III Conference of the Italian Society of Statistical Physics (SIFS 2023).

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Buendía, V1, Author                 
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1Department of Computational Neuroscience, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_3017468              

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 Abstract: Coupled oscillators have a wide range of applications in statistical mechanics. Often, systems under study might present several scales of description. In this case, each unit of the system might be as well composed by a finite number of oscillators. However, standard mean-field theories only deal with populations in the thermodynamic limit, which lead to deterministic solutions for the order parameters. In this talk, I will introduce a novel approach to tackle this problem, which applies to any population of oscillators subject to stochastic white noise. I will apply the theory to the stochastic Kuramoto model deriving formally the multiplicative noise emerging in the mesoscopic limit, as well as finding deterministic finite-size corrections. I will show how these results allow us to derive, for the first time, almost-exact closed solutions for the stochastic Kuramoto model, as well as new insights in the critical transition to synchrony.

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 Dates: 2023-06
 Publication Status: Published online
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Title: III Conference of the Italian Society of Statistical Physics (SIFS 2023)
Place of Event: Parma, Italy
Start-/End Date: 2023-06-21 - 2023-06-23

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Title: III Conference of the Italian Society of Statistical Physics (SIFS 2023)
Source Genre: Proceedings
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