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

Danyang Di, Yu Bai, Hongyuan Fang, Bin Sun, Niannian Wang, Bin Li

2025Automation in Construction37 citationsDOI

Topics & Concepts

SiltationArtificial neural networkPipeline transportDrainageComputer scienceEngineeringGeologyCivil engineeringEnvironmental scienceGeotechnical engineeringPetroleum engineeringMarine engineeringArtificial intelligenceEnvironmental engineeringSedimentGeomorphologyEcologyBiologyImage and Signal Denoising MethodsGeophysical Methods and ApplicationsWater Systems and Optimization
Intelligent siltation diagnosis for drainage pipelines using weak-form analysis and theory-guided neural networks in geo-infrastructure | Litcius