Reconstructing coupled time series in climate systems using three kinds of machine-learning methods

<p>Despite the great success of machine learning, its application in climate dynamics has not been well developed. One concern might be how well the trained neural networks could learn a dynamical system and what will be the potential application of this kind of learning. In this paper, three...

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Bibliographic Details
Main Authors: Y. Huang, L. Yang, Z. Fu
Format: Article
Language:English
Published: Copernicus Publications 2020-09-01
Series:Earth System Dynamics
Online Access:https://esd.copernicus.org/articles/11/835/2020/esd-11-835-2020.pdf