Physically regularized machine learning emulators of aerosol activation

<p>The activation of aerosol into cloud droplets is an important step in the formation of clouds and strongly influences the radiative budget of the Earth. Explicitly simulating aerosol activation in Earth system models is challenging due to the computational complexity required to resolve the...

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Bibliographic Details
Main Authors: S. J. Silva, P.-L. Ma, J. C. Hardin, D. Rothenberg
Format: Article
Language:English
Published: Copernicus Publications 2021-05-01
Series:Geoscientific Model Development
Online Access:https://gmd.copernicus.org/articles/14/3067/2021/gmd-14-3067-2021.pdf