# Real-time prediction of multivariate ROP (rate of penetration) based on machine learning regression algorithms: Algorithm comparison, model evaluation and parameter analysis

> Research article (Energy Exploration & Exploitation, 2023) · cited 15× · AI/ML

**Wikidata**: [openalex:W4376875395](https://www.wikidata.org/wiki/openalex:W4376875395)  
**Source**: https://4ort.xyz/entity/real-time-prediction-of-multivariate-rop-rate-of-penetration-based-on-machine-learning-regression-algorithms-algorithm-c