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◆ Physical review. E2026-03-05· Noise (video)

Interplay between noise and higher-order interactions in the stochastic Kuramoto model: From enhancement to explosive transitions

Dong Yu, Yirui Tang, Yipeng Hu, Xuening Li, Xueqin Wang, Tianyu Li, Lulu Lu, Qiming Pei, Ya Jia

原始摘要(英文原文)· Original abstract
The interplay between noise and higher-order interactions shapes collective dynamics in complex systems. While noise is traditionally regarded as a disordering force, this study demonstrates its dual role in the Kuramoto model with simplicial complexes. By extending the Ott-Antonsen reduction to the stochastic domain, a low-dimensional mean-field theory is developed, yielding an exact effective potential landscape. This framework reveals that common pairwise-interaction noise acts constructively, creating a concave potential correction that enhances synchronization and significantly expands the bistable region. In contrast, the impact of higher-order interaction noise is strictly gated by the pairwise coupling, creating a singularity at incoherence that either expands the bistable region or structurally protects the pure synchronized state. Furthermore, the mechanism of noise-induced explosive synchronization is quantified via mean first-passage time theory, identifying the transition as a timescale competition between barrier crossing and observation window. These findings provide a thermodynamic framework for understanding noise-controlled switching in higher-order networks, demonstrating how noise, by reshaping the effective potential, governs synchronization transitions and enables abrupt ordering under certain conditions.
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Interplay between noise and higher-order interactions in the stochastic Kuramoto model: From enhancement to explosive transitions — 科研速览 Science Skim