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Development of a CNN-based integrated surrogate model in evaluating the damage of buried pipeline under impact loads, considering the soil spatial variability

Fengyuan Jiang, Sheng Dong

2025Reliability Engineering & System Safety21 citationsDOI

Topics & Concepts

Pipeline (software)Computer scienceSurrogate modelEngineeringEnvironmental scienceReliability engineeringGeotechnical engineeringCivil engineeringStructural engineeringMachine learningMechanical engineeringGeotechnical Engineering and Underground StructuresLandslides and related hazardsGeophysical Methods and Applications
Development of a CNN-based integrated surrogate model in evaluating the damage of buried pipeline under impact loads, considering the soil spatial variability | Litcius