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Model Error, Information Barriers, State Estimation and Prediction in Complex Multiscale Systems

Complex multiscale systems are ubiquitous in many areas. This research expository article discusses the development and applications of a recent information-theoretic framework as well as novel reduced-order nonlinear modeling strategies for understanding and predicting complex multiscale systems. T...

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Detalles Bibliográficos
Autores principales: Majda, Andrew J., Chen, Nan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7513168/
https://www.ncbi.nlm.nih.gov/pubmed/33265733
http://dx.doi.org/10.3390/e20090644