# End-to-End graph neural network framework for precise localization of internal leakage valves in marine pipelines based on Intelligent graphs

> Research article (Advanced Engineering Informatics, 2025) · cited 21× · AI/ML

**Wikidata**: [openalex:W4412942483](https://www.wikidata.org/wiki/openalex:W4412942483)  
**Source**: https://4ort.xyz/entity/end-to-end-graph-neural-network-framework-for-precise-localization-of-internal-leakage-valves-in-marine-pipelines-based-