Using machine learning to parameterize moist convection: potential for modeling of climate, climate change and extreme events

Paul A. O'Gorman, John G. Dwyer

The parameterization of moist convection contributes to uncertainty in climate modeling and numerical weather prediction. Machine learning (ML) can be used to learn new parameteriz…