Machine learning for numerical weather and climate modelling: a review

<p>Machine learning (ML) is increasing in popularity in the field of weather and climate modelling. Applications range from improved solvers and preconditioners, to parameterization scheme emulation and replacement, and more recently even to full ML-based weather and climate prediction models....

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Bibliographic Details
Main Authors: C. O. de Burgh-Day, T. Leeuwenburg
Format: Article
Language:English
Published: Copernicus Publications 2023-11-01
Series:Geoscientific Model Development
Online Access:https://gmd.copernicus.org/articles/16/6433/2023/gmd-16-6433-2023.pdf