English

Prolonged hysteresis in the Kuramoto model with inertia and higher-order interactions

Adaptation and Self-Organizing Systems 2024-02-08 v3

Abstract

The inclusion of inertia in the Kuramoto model has been long reported to change the nature of phase transition, providing a fertile ground to model the dynamical behaviors of interacting units. More recently, higher-order interactions have been realized as essential for the functioning of real-world complex systems ranging from the brain to disease spreading. Yet, analytical insights to decipher the role of inertia with higher-order interactions remain challenging. Here, we study the Kuramoto model with inertia on simplicial complexes, merging two research domains. We develop an analytical framework in a mean-field setting using self-consistent equations to describe the steady-state behavior, which reveals a prolonged hysteresis in the synchronization profile. Inertia and triadic interaction strength exhibit isolated influence on system dynamics by predominantly governing, respectively, the forward and backward transition points. This work sets a paradigm to deepen our understanding of real-world complex systems such as power grids modeled as the Kuramoto model with inertia.

Keywords

Cite

@article{arxiv.2303.08363,
  title  = {Prolonged hysteresis in the Kuramoto model with inertia and higher-order interactions},
  author = {Narayan G. Sabhahit and Akanksha S. Khurd and Sarika Jalan},
  journal= {arXiv preprint arXiv:2303.08363},
  year   = {2024}
}

Comments

5+ pages, 2 figures. Comments welcome