Physics informed deep neural network embedded in a chemical transport model for the Amazon rainforest

Abstract Secondary organic aerosols (SOA) are fine particles in the atmosphere, which interact with clouds, radiation and affect the Earth’s energy budget. SOA formation involves chemistry in gas phase, aqueous aerosols, and clouds. Simulating these chemical processes involve solving a stiff set of...

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Main Authors: Himanshu Sharma, Manish Shrivastava, Balwinder Singh
פורמט: Article
שפה:English
יצא לאור: Nature Portfolio 2023-03-01
סדרה:npj Climate and Atmospheric Science
גישה מקוונת:https://doi.org/10.1038/s41612-023-00353-y