Advancing global sea ice prediction capabilities using a fully-coupled climate model with integrated machine learning

William Gregory, Mitchell Bushuk, Yong-Fei Zhang +4

We showcase a hybrid modeling framework which embeds machine learning (ML) inference into the GFDL SPEAR climate model, for online sea ice bias correction during a set of global fu…