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Abstract: Deep-learned additive data assimilation for improving weather forecast skill (AGU25)

Deep-learned additive data assimilation for improving weather forecast skill

Chris Miller1, Matt Bender1, Joshua DaRosa1, Mohammad Ridhwaan Alam2, Nick Krall1, Kelsey Lieberman1, Nick Silverman3, Noah Brenowitz4, Laura Slivinski5 and Sergey Frolov5, (1)The MITRE Corporation, McLean, United States, (2)The MITRE Corporation, San Diego, United States, (3)The MITRE Corporation, Missoula, United States, (4)NVIDIA Corporation, Santa Clara, CA, United States, (5)NOAA/PSL, Boulder, United States