Ott-Antonsen ansatz for the D-dimensional Kuramoto model: a constructive approach

TL;DR

This paper develops a constructive method to derive the Ott-Antonsen ansatz for the D-dimensional Kuramoto model, simplifying the connection between the order parameter and the distribution function, extending the 2D approach to higher dimensions.

Contribution

The paper introduces a new, simpler constructive approach to derive the Ott-Antonsen ansatz for the D-dimensional Kuramoto model using hyperspherical harmonics, improving upon previous methods.

Findings

Provides a new ansatz based on hyperspherical harmonics

Simplifies the relation between order parameter and distribution

Extends the Ott-Antonsen framework to higher dimensions

Abstract

Kuramoto's original model describes the dynamics and synchronization behavior of a set of interacting oscillators represented by their phases. The system can also be pictured as a set of particles moving on a circle in two dimensions, which allows a direct generalization to particles moving on the surface of higher dimensional spheres. One of the key features of the 2D system is the presence of a continuous phase transition to synchronization as the coupling intensity increases. Ott and Antonsen proposed an ansatz for the distribution of oscillators that allowed them to describe the dynamics of the transition's order parameter with a single differential equation. A similar ansatz was later proposed for the D-dimensional model by using the same functional form of the 2D ansatz and adjusting its parameters. In this paper we develop a constructive method to find the ansatz, similarly to the procedure used in 2D. The method is based on our previous work for the 3D Kuramoto model where the ansatz was constructed using the spherical harmonics decomposition of the distribution function. In the case of motion in a D-dimensional sphere the ansatz is based on the hyperspherical harmonics decomposition. Our result differs from the previously proposed ansatz and provides a simpler and more direct connection between the order parameter and the ansatz.