Navigating the Noise: Bringing Clarity to ML Parameterization Design with O(100) Ensembles

Jerry Lin, Sungduk Yu, Liran Peng +6

Machine-learning (ML) parameterizations of subgrid processes (here of turbulence, convection, and radiation) may one day replace conventional parameterizations by emulating high-re…