79 citations · 183 across the 12 of their papers we have counts for
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nlin.AO2022
Digital twins of nonlinear dynamical systems
Ling-Wei Kong, Yang Weng, Bryan Glaz +2
We articulate the design imperatives for machine-learning based digital twins for nonlinear dynamical systems subject to external driving, which can be used to monitor the ``health…
nlin.AO2021★ 79 cited
Anticipating synchronization with machine learning
Huawei Fan, Ling-Wei Kong, Ying-Cheng Lai +1
In applications of dynamical systems, situations can arise where it is desired to predict the onset of synchronization as it can lead to characteristic and significant changes in t…
nlin.AO2020★ 6 cited
Scaling law of transient lifetime of chimera states under dimension-augmenting perturbations
Ling-Wei Kong, Ying-Cheng Lai
Chimera states arising in the classic Kuramoto system of two-dimensional phase coupled oscillators are transient but they are "long" transients in the sense that the average transi…