# Prediction of coating degradation based on “Environmental Factors–Physical Property–Corrosion Failure” two-stage machine learning

> Research article (npj Materials Degradation, 2025) · cited 15× · AI/ML

**Wikidata**: [openalex:W4411167304](https://www.wikidata.org/wiki/openalex:W4411167304)  
**Source**: https://4ort.xyz/entity/prediction-of-coating-degradation-based-on-environmental-factorsphysical-propertycorrosion-failure-two-stage-machine-lea