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Supermodeling: The Next Level of Abstraction in the Use of Data Assimilation

Data assimilation (DA) is a key procedure that synchronizes a computer model with real observations. However, in the case of overparametrized complex systems modeling, the task of parameter-estimation through data assimilation can expand exponentially. It leads to unacceptable computational overhead...

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Detalles Bibliográficos
Autores principales: Sendera, Marcin, Duane, Gregory S., Dzwinel, Witold
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7304721/
http://dx.doi.org/10.1007/978-3-030-50433-5_11