authorea Authorea 10.22541/essoar.168055231.12155392/v1 Global Patterns of Bias in Ocean Mixing Parameterization Identified Through Unsupervised Machine Learning 0000-0002-1402-7066 Lele Ratnaksha

Scripps Institution of Oceanography, UC San Diego

0000-0002-1893-6224 Purkey Sarah G.

Scripps Institution of Oceanography, UCSD

0000-0002-7690-1185 MacKinnon Jennifer A

Scripps Institution of Oceanography

0000-0003-4005-9368 Nash Jonathan D

Oregon State University

3 4 2023 This preprint is available at https://doi.org/10.22541/essoar.168055231.12155392/v1 finescale parameterization gaussian mixture models internal waves microstructure measurements ocean turbulent mixing unsupervised machine learning