Machine Learning of Vertical Fluxes by Unresolved Midlatitude Mesoscale Processes

Erisa Ismaili, Robert C. Jnglin Wills, Tom Beucler

Machine learning (ML) can represent processes unresolved in coarse-resolution Earth system models (ESMs) by learning from high-resolution climate data. Such ML parameterization app…