# Combining physics-based and data-driven modeling in well construction: Hybrid fluid dynamics modeling

> Research article (Journal of Natural Gas Science and Engineering, 2021) · cited 46× · AI/ML

**Wikidata**: [openalex:W3217600002](https://www.wikidata.org/wiki/openalex:W3217600002)  
**Source**: https://4ort.xyz/entity/combining-physics-based-and-data-driven-modeling-in-well-construction-hybrid-fluid-dynamics-modeling