Local dimension and finite time prediction in spatiotemporal chaotic systems

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MetadadosDescriçãoIdioma
Autor(es): dc.contributorUniversidade Estadual Paulista (UNESP)-
Autor(es): dc.creatorFrancisco, Gerson-
Autor(es): dc.creatorMuruganandam, Paulsamy-
Data de aceite: dc.date.accessioned2025-08-21T16:16:23Z-
Data de disponibilização: dc.date.available2025-08-21T16:16:23Z-
Data de envio: dc.date.issued2022-04-29-
Data de envio: dc.date.issued2022-04-29-
Data de envio: dc.date.issued2003-01-01-
Fonte completa do material: dc.identifierhttp://dx.doi.org/10.1103/PhysRevE.67.066204-
Fonte completa do material: dc.identifierhttp://hdl.handle.net/11449/228456-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/11449/228456-
Descrição: dc.descriptionWe show how a recently introduced statistic [Patil et al., Phys. Rev. Lett. [Formula presented] 5878 (2001)] provides a direct relationship between dimension and predictability in spatiotemporal chaotic systems. Regions of low dimension are identified as having high predictability and vice versa. This conclusion is reached by using methods from dynamical systems theory and Bayesian modeling. In this work we emphasize on the consequences for short time forecasting and examine the relevance for factor analysis. Although we concentrate on coupled map lattices and coupled nonlinear oscillators for convenience, any other spatially distributed system could be used instead, such as turbulent fluid flows. © 2003 The American Physical Society.-
Descrição: dc.descriptionInstituto de Física Teórica Universidade Estadual Paulista, São Paulo, 01405-900-
Descrição: dc.descriptionInstituto de Física Teórica Universidade Estadual Paulista, São Paulo, 01405-900-
Formato: dc.format5-
Idioma: dc.languageen-
Relação: dc.relationPhysical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics-
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Título: dc.titleLocal dimension and finite time prediction in spatiotemporal chaotic systems-
Tipo de arquivo: dc.typelivro digital-
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