Articles with "subgrid parametrizations" as a keyword



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A Posteriori Learning for Quasi‐Geostrophic Turbulence Parametrization

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Published in 2022 at "Journal of Advances in Modeling Earth Systems"

DOI: 10.1029/2022ms003124

Abstract: The use of machine learning to build subgrid parametrizations for climate models is receiving growing attention. State‐of‐the‐art strategies address the problem as a supervised learning task and optimize algorithms that predict subgrid fluxes based on… read more here.

Keywords: posteriori learning; parametrization; subgrid parametrizations; quasi geostrophic ... See more keywords