The Lagrangian and symplectic structures of the Kuramoto oscillator model

Sherwin Kouchekian and Razvan Teodorescu, The Lagrangian and symplectic structures of the Kuramoto oscillator model

Summary

The document explores the Lagrangian and symplectic structures of the Kuramoto oscillator model, a key example of non-equilibrium phase transitions. It demonstrates that despite the original equations lacking a Lagrangian form, a variational description can be derived by considering the Kuramoto model as a mean-field classical spin model. The study also establishes connections between Kuramoto synchronization and the spin pairing mechanisms found in the semiclassical Gaudin model.

Keywords

  • Kuramoto model

  • non-equilibrium phase transitions

  • synchronization

  • Lagrangian structure

  • Heisenberg spin models

  • semiclassical Gaudin model

Main claims

  • The Kuramoto oscillator model can be variationally described as a mean-field classical twisted spin model on S2.

  • Perturbation analysis around unstable Kuramoto equilibria is equivalent to low-energy fluctuations of mean-field Heisenberg spin models.

  • Off-plane perturbations around Kuramoto equilibria are described by a semiclassical Gaudin model, linking oscillator synchronization to spin pairing mechanisms.

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Ⓒ Copyright 2025. All rights reserved.

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