Benchmarking of machine learning ocean subgrid parameterizations in an idealized model

Andrew Ross1, Pavel Perezhogin2, Ziwei Li3,4, Carlos Fernandez-Granda2 and Laure Zanna4, (1)NYU, New York City, United States, (2)New York University, New York, United States, (3)Peking University, Beijing, China, (4)New York University, Courant Institute of Mathematical Sciences, New York, United States