# Reconstruction of 3-D pipeline defect profile based on MFL signals and hybrid neural networks

> Research article (Reliability Engineering & System Safety, 2025) · cited 13× · AI/ML

**Wikidata**: [openalex:W4407485539](https://www.wikidata.org/wiki/openalex:W4407485539)  
**Source**: https://4ort.xyz/entity/reconstruction-of-3-d-pipeline-defect-profile-based-on-mfl-signals-and-hybrid-neural-networks