# Effective prediction of lost circulation from multiple drilling variables: a class imbalance problem for machine and deep learning algorithms

> Research article (Journal of Petroleum Exploration and Production Technology, 2021) · cited 35× · AI/ML

**Wikidata**: [openalex:W4200249858](https://www.wikidata.org/wiki/openalex:W4200249858)  
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