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Data-assisted reduced-order modeling of extreme events in complex dynamical systems

The prediction of extreme events, from avalanches and droughts to tsunamis and epidemics, depends on the formulation and analysis of relevant, complex dynamical systems. Such dynamical systems are characterized by high intrinsic dimensionality with extreme events having the form of rare transitions...

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Detalles Bibliográficos
Autores principales: Wan, Zhong Yi, Vlachas, Pantelis, Koumoutsakos, Petros, Sapsis, Themistoklis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5967742/
https://www.ncbi.nlm.nih.gov/pubmed/29795631
http://dx.doi.org/10.1371/journal.pone.0197704