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Perspectives on Systematic Cloud Microphysics Scheme Development With Machine Learning

Abstract Cloud microphysics—the collection of processes that govern the small‐scale formation, evolution, and interactions of liquid droplets and ice crystals in clouds and precipitation—remains a major source of uncertainty in weather and climate models. Although too small in scale to be explicitly...

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Detalles Bibliográficos
Principais autores: Kara D. Lamb, Clare E. Singer, Kaitlyn Loftus, Hugh Morrison, Margaret Powell, Joseph Ko, Jatan Buch, Arthur Z. Hu, Marcus vanLier Walqui, Pierre Gentine
Formato: Artigo
Idioma:Inglês
Publicado: American Geophysical Union (AGU) 2026-01-01
Series:Journal of Advances in Modeling Earth Systems
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Acceso en liña:https://doi.org/10.1029/2025MS005341
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