# Computational prediction of the drilling rate of penetration (ROP): A comparison of various machine learning approaches and traditional models

> Research article (Journal of Petroleum Science and Engineering, 2021) · cited 65× · AI/ML

**Wikidata**: [openalex:W4200285150](https://www.wikidata.org/wiki/openalex:W4200285150)  
**Source**: https://4ort.xyz/entity/computational-prediction-of-the-drilling-rate-of-penetration-rop-a-comparison-of-various-machine-learning-approaches-and