Scientists used machine learning to successfully re-create equations that govern how iron particles behave in the ocean. The technique, called symbolic regression, found 6 equations that work as well as older, more complex ones.
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Machine learning rediscovers equations governing ocean biogeochemistry

6 Equations discovered
Symbolic Regression Machine learning approach
Colloidal Iron Cycle Focus area