# Using Machine Learning for Enhancing the Understanding of Bullwhip Effect in the Oil and Gas Industry

> Research article (Machine Learning and Knowledge Extraction, 2019) · cited 15× · AI/ML

**Wikidata**: [openalex:W2971665115](https://www.wikidata.org/wiki/openalex:W2971665115)  
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