Using noisy or incomplete data to discover models of spatiotemporal dynamics.
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DOI: 10.1103/physreve.101.010203
Abstract: Sparse regression has recently emerged as an attractive approach for discovering models of spatiotemporally complex dynamics directly from data. In many instances, such models are in the form of nonlinear partial differential equations (PDEs); hence… read more here.
Keywords: discover models; noisy incomplete; models spatiotemporal; using noisy ... See more keywords