# Explainable machine-learning-based prediction of equivalent circulating density using surface-based drilling data

> Research article (Scientific Reports, 2024) · cited 12× · AI/ML

**Wikidata**: [openalex:W4401229305](https://www.wikidata.org/wiki/openalex:W4401229305)  
**Source**: https://4ort.xyz/entity/explainable-machine-learning-based-prediction-of-equivalent-circulating-density-using-surface-based-drilling-data