Using Deep Learning to Predict Systematic Model Error from Sea Ice Data Assimilation Increments in a Fully Coupled Climate Model

Gregory, William

Using Deep Learning to Predict Systematic Model Error from Sea Ice Data Assimilation Increments in a Fully Coupled Climate Model

William Gregory¹, Mitchell Bushuk², Yong-Fei Zhang¹ and Alistair Adcroft³, (1)Princeton University, Princeton, NJ, United States, (2)NOAA/Geophysical Fluid Dynamics Laboratory, Princeton, NJ, United States, (3)Princeton University, Program in Atmospheric and Oceanic Sciences, Princeton, United States