Optimal data-driven models of forced dynamical systems: General approach and examples from climate

Optimal data-driven models of forced dynamical systems: General approach and examples from climate

Purpose. Purpose of this article is to review recent results (over the past three years) obtained at the Institute of Applied Physics (IAP RAS) relating of applications of the method for constructing optimal empirical models to climatic systems. Methods. This method, developed by the authors of the...

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Bibliographic Details
Main Authors: Mukhin, Dmitry Николаевич, Seleznev, Aleksei Фёдорович, Gavrilov, Andrey Сергеевич, Feigin, Aleksandr Markovich
Format: Article
Language:English
Published: Saratov State University 2021-07-01
Series:Известия высших учебных заведений: Прикладная нелинейная динамика
Subjects:
data-driven models
random dynamical systems
inverse modeling
time series analysis
climate modeling
Online Access:https://andjournal.sgu.ru/sites/andjournal.sgu.ru/files/text-pdf/2021/07/mukhin.pdf

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https://andjournal.sgu.ru/sites/andjournal.sgu.ru/files/text-pdf/2021/07/mukhin.pdf

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