295 citations · 968 across the 13 of their papers we have counts for
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nlin.AO2016★ 17 cited
Learning Optimal Control of Synchronization in Networks of Coupled Oscillators using Genetic Programming-based Symbolic Regression
Julien Gout, Markus Quade, Kamran Shafi +2
Networks of coupled dynamical systems provide a powerful way to model systems with enormously complex dynamics, such as the human brain. Control of synchronization in such networke…
physics.data-an2016★ 142 cited
Prediction of Dynamical Systems by Symbolic Regression
Markus Quade, Markus Abel, Kamran Shafi +2
We study the modeling and prediction of dynamical systems based on conventional models derived from measurements. Such algorithms are highly desirable in situations where the under…