361 citations · 1.7k across the 58 of their papers we have counts for
4 papers · 1 filter
Data Based Identification and Prediction of Nonlinear and Complex Dynamical Systems
Wenxu Wang, Ying-Cheng Lai, Celso Grebogi
The problem of reconstructing nonlinear and complex dynamical systems from measured data or time series is central to many scientific disciplines including physical, biological, co…
Modelling, controlling, predicting blackouts
Chengwei Wang, Celso Grebogi, Murilo S. Baptista
The electric power system is one of the cornerstones of modern society. One of its most serious malfunctions is the blackout, a catastrophic event that may disrupt a substantial po…
Exact detection of direct links in networks of interacting dynamical units
Nicolás Rubido, Arturo C. Martí, Ezequiel Bianco-Martínez +3
The inference of an underlying network topology from local observations of a complex system composed of interacting units is usually attempted by using statistical similarity measu…
Predicting catastrophes in nonlinear dynamical systems by compressive sensing
Wen-Xu Wang, Rui Yang, Ying-Cheng Lai +2
An extremely challenging problem of significant interest is to predict catastrophes in advance of their occurrences. We present a general approach to predicting catastrophes in non…