# Machine learning-based prediction of scale formation in produced water as a tool for environmental monitoring

> Research article (Results in Engineering, 2025) · cited 10× · AI/ML

**Wikidata**: [openalex:W4410083449](https://www.wikidata.org/wiki/openalex:W4410083449)  
**Source**: https://4ort.xyz/entity/machine-learning-based-prediction-of-scale-formation-in-produced-water-as-a-tool-for-environmental-monitoring