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Spatiotemporal Pattern Extraction by Spectral Analysis of Vector-Valued Observables |
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| Authors: | Giannakis Dimitrios Ourmazd Abbas Slawinska Joanna Zhao Zhizhen |
| Affiliation: | 1.Courant Institute of Mathematical Sciences, New York University, New York, USA ;2.Department of Physics, University of Wisconsin-Milwaukee, Milwaukee, USA ;3.Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Champaign, USA ; |
| Abstract: | Journal of Nonlinear Science - We present a data-driven framework for extracting complex spatiotemporal patterns generated by ergodic dynamical systems. Our approach, called vector-valued spectral... |
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