109 citations · 848 across the 38 of their papers we have counts for
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math.NA2015★ 28 cited
Data-driven prediction strategies for low-frequency patterns of North Pacific climate variability
Darin Comeau, Zhizhen Zhao, Dimitrios Giannakis +1
The North Pacific exhibits patterns of low-frequency variability on the intra-annual to decadal time scales, which manifest themselves in both model data and the observational reco…
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…