# A classification and quantitative assessment method for internal and external surface defects in pipelines based on ASTC-Net

> Research article (Advanced Engineering Informatics, 2024) · cited 16× · AI/ML

**Wikidata**: [openalex:W4393044188](https://www.wikidata.org/wiki/openalex:W4393044188)  
**Source**: https://4ort.xyz/entity/a-classification-and-quantitative-assessment-method-for-internal-and-external-surface-defects-in-pipelines-based-on-astc