# Machine Learning-Driven Prediction of Corrosion Inhibitor Efficiency: Emerging Algorithms, Challenges, and Future Outlooks

> Research article (Arabian Journal for Science and Engineering, 2025) · cited 10× · AI/ML

**Wikidata**: [openalex:W4412430456](https://www.wikidata.org/wiki/openalex:W4412430456)  
**Source**: https://4ort.xyz/entity/machine-learning-driven-prediction-of-corrosion-inhibitor-efficiency-emerging-algorithms-challenges-and-future-outlooks