Data-driven fatigue life prediction of corroded steel wires: A transfer learning on stacking interpretable model and feature sensitivity analysis
Tao Huang, Chunfeng Wan, Tingbin Liu, Yucheng Zhang, Xiangtao Lu, Youliang Ding, Hanwei Zhao, Changqing Miao, Songtao Xue
Topics & Concepts
InterpretabilityGeneralizationSensitivity (control systems)Structural engineeringHyperparameterStackingFeature (linguistics)EngineeringComputer scienceMachine learningArtificial intelligenceNonlinear systemBridge (graph theory)Transfer of learningBraceEnsemble forecastingKey (lock)Predictive modellingRobustness (evolution)Finite element methodTransfer (computing)MetamodelingData miningEnsemble learningData modelingPattern recognition (psychology)CorrosionExperimental dataKrigingMechanical stress and fatigue analysisFatigue and fracture mechanicsStructural Integrity and Reliability Analysis