activity
20242026
most citedDistinguishing pairwise and higher-order interactions in coupled oscillators from time series

1 citations · 2 across the 7 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

nlin.AO2024★ 1 cited

Network inference applicable to both synchronous and desynchronous systems from oscillatory signals

Akari Matsuki, Hiroshi Kori, Ryota Kobayashi

Synchronization is ubiquitous in nature, which is mathematically described by coupled oscillators. Synchronization strongly depends on the interaction network, and the network play…

nlin.AO2024

Forecasting the Forced van der Pol Equation with Frequent Phase Shifts Using Reservoir Computing

Sho Kuno, Hiroshi Kori

We tested the performance of reservoir computing (RC) in predicting the dynamics of a certain non-autonomous dynamical system. Specifically, we considered a van del Pol oscillator…