# Training Physics‐Based Machine‐Learning Parameterizations With Gradient‐Free Ensemble Kalman Methods

> Research article (Journal of Advances in Modeling Earth Systems, 2022) · cited 45× · AI/ML

**Wikidata**: [openalex:W4293744237](https://www.wikidata.org/wiki/openalex:W4293744237)  
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