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- W3156052162 abstract "Focal Area: Data acquisition and assimilation enabled by machine learning (ML), artificial intelligence (AI) and advanced methods. Science Challenge: Tropical cyclones can in- duce extreme water cycle events through dramatic precipitation and storm surge. More reliable models of intensity will translate into better prediction of the impact of extreme events in large scale Earth systems simulations. We demonstrate and describe AI/ML methodologies for rapid assimilation of new, in situ data products." @default.
- W3156052162 created "2021-04-26" @default.
- W3156052162 creator A5036884956 @default.
- W3156052162 date "2021-04-15" @default.
- W3156052162 modified "2023-09-27" @default.
- W3156052162 title "AUTOMATION IS ALL YOU NEED: FASTER EARTH SYSTEMS MODELS WITH AI/ML" @default.
- W3156052162 doi "https://doi.org/10.2172/1769679" @default.
- W3156052162 hasPublicationYear "2021" @default.
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