Deeppipe: Theory-guided prediction method based automatic machine learning for maximum pitting corrosion depth of oil and gas pipeline
Jian Du, Jianqin Zheng, Yongtu Liang, Ning Xu, Qi Liao, Bohong Wang, Haoran Zhang
Topics & Concepts
Pipeline (software)Pipeline transportPitting corrosionFeature (linguistics)Mean squared errorComputer scienceCorrosionArtificial neural networkArtificial intelligenceApproximation errorEngineeringMachine learningAlgorithmMathematicsStatisticsMaterials scienceMechanical engineeringMetallurgyLinguisticsPhilosophyProgramming languageStructural Integrity and Reliability AnalysisHydrogen embrittlement and corrosion behaviors in metalsMaterial Properties and Failure Mechanisms