# Robust Data-Driven Machine-Learning Models for Subsurface Applications: Are We There Yet?

> Research article (Journal of Petroleum Technology, 2021) · cited 13× · AI/ML

**Wikidata**: [openalex:W3175227865](https://www.wikidata.org/wiki/openalex:W3175227865)  
**Source**: https://4ort.xyz/entity/robust-data-driven-machine-learning-models-for-subsurface-applications-are-we-there-yet