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- W3153644115 abstract "Focal Area(s): Development of dynamically consistent AI/ML methods that can integrate with the data assimilation cycle to improve the efficiency and effectiveness of state estimation and prediction at short to medium range forecast horizons. Science Challenge: This white paper addresses a first step toward complete integration of AI/ML and DA. Here, we address model emulation and its application to simple coupled atmosphere-ocean dynamics for use in data assimilation applications." @default.
- W3153644115 created "2021-04-26" @default.
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- W3153644115 date "2021-04-15" @default.
- W3153644115 modified "2023-09-27" @default.
- W3153644115 title "Integration of AI/ML with Data Assimilation for Earth System Prediction2" @default.
- W3153644115 doi "https://doi.org/10.2172/1769728" @default.
- W3153644115 hasPublicationYear "2021" @default.
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