# Intelligent siltation diagnosis for drainage pipelines using weak-form analysis and theory-guided neural networks in geo-infrastructure

> Research article (Automation in Construction, 2025) · cited 37× · AI/ML

**Wikidata**: [openalex:W4410286150](https://www.wikidata.org/wiki/openalex:W4410286150)  
**Source**: https://4ort.xyz/entity/intelligent-siltation-diagnosis-for-drainage-pipelines-using-weak-form-analysis-and-theory-guided-neural-networks-in-geo