# Solution gas-oil ratio estimation using histogram gradient boosting regression, machine learning, and mathematical models: a comparative analysis

> Research article (Energy Sources Part A Recovery Utilization and Environmental Effects, 2023) · cited 12× · AI/ML

**Wikidata**: [openalex:W4389145042](https://www.wikidata.org/wiki/openalex:W4389145042)  
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