Stochastic Parameterization of Moist Physics Using Probabilistic Diffusion Model

Deep-learning-based convection schemes have garnered significant attention for their notable improvements in simulating precipitation distribution and tropical convection in Earth system models. However, these schemes struggle to capture the stochastic nature of moist physics, which can degrade the...

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Bibliographic Details
Main Authors: Leyi Wang, Yiming Wang, Xiaoyu Hu, Hui Wang, Ruilin Zhou
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Atmosphere
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Online Access:https://www.mdpi.com/2073-4433/15/10/1219
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