Exploring the use of machine learning to parameterize vertical mixing in the ocean surface boundary layer

Junhong Liang1, Jianguo Yuan2, Xiaoliang Wan3, Jinliang Liu4, Bingqing Liu5, Mayank Tyagi3 and Hakun Jang3, (1)Louisiana State University, Department of Oceanography and Coastal Sciences, Baton Rouge, LA, United States, (2)Louisiana State University, Oceanography and Coastal Sciences, Baton Rouge, United States, (3)Louisiana State University, Baton Rouge, United States, (4)Louisiana State University, Department of Oceanography and Coastal Sciences, Baton Rouge, United States, (5)The Water Institute of the Gulf, Baton Rouge, United States