# Rate of Penetration (ROP) Modeling Using Hybrid Models: Deterministic and Machine Learning

> Research article (Proceedings of the 6th Unconventional Resources Technology Conference, 2018) · cited 50× · AI/ML

**Wikidata**: [openalex:W2887021774](https://www.wikidata.org/wiki/openalex:W2887021774)  
**Source**: https://4ort.xyz/entity/rate-of-penetration-rop-modeling-using-hybrid-models-deterministic-and-machine-learning