# Analysis of rate of penetration (ROP) prediction in drilling using physics-based and data-driven models

> Research article (Journal of Petroleum Science and Engineering, 2017) · cited 198× · AI/ML

**Wikidata**: [openalex:W2760335212](https://www.wikidata.org/wiki/openalex:W2760335212)  
**Source**: https://4ort.xyz/entity/analysis-of-rate-of-penetration-rop-prediction-in-drilling-using-physics-based-and-data-driven-models