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20052023
most citedNonparametric forecasting of low-dimensional dynamical systems

109 citations · 848 across the 38 of their papers we have counts for

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math.DS2015

Data-driven spectral decomposition and forecasting of ergodic dynamical systems

Dimitrios Giannakis

We develop a framework for dimension reduction, mode decomposition, and nonparametric forecasting of data generated by ergodic dynamical systems. This framework is based on a repre…