113 citations · 133 across the 7 of their papers we have counts for
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nlin.AO2020
Machine Learning in Nonlinear Dynamical Systems
Sayan Roy, Debanjan Rana
In this article, we discuss some of the recent developments in applying machine learning (ML) techniques to nonlinear dynamical systems. In particular, we demonstrate how to build…
nlin.AO2018★ 3 cited
Reconstructing bifurcation behavior of a nonlinear dynamical system by introducing weak noise
Debraj Das, Sayan Roy, Shamik Gupta
For a model nonlinear dynamical system, we show how one may obtain its bifurcation behavior by introducing noise into the dynamics and then studying the resulting Langevin dynamics…