A Forecast Test for Reducing Dynamical Dimensionality of Model Emulators

A Forecast Test for Reducing Dynamical Dimensionality of Model Emulators

Abstract The climate system can be numerically represented by a set of physically based dynamical equations whose solution requires substantial computational resources. This makes computationally efficient, low dimensional emulators that simulate trajectories of the underlying dynamical system an at...

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Bibliographic Details
Main Authors: Tongtong Xu, Matthew Newman, Michael A. Alexander, Antonietta Capotondi
Format: Article
Language:English
Published: American Geophysical Union (AGU) 2024-01-01
Series:Journal of Advances in Modeling Earth Systems
Subjects:
model order reduction
balanced truncation
linear inverse model
auto‐regressive order 1 model
Online Access:https://doi.org/10.1029/2022MS003599

Internet

https://doi.org/10.1029/2022MS003599

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