Failure modes analysis of reinforced concrete beams under impact loads based on machine learning and SHAP approach
Qunjian Huang, Wenwei Wang, Yixing Tang, Kai Guo, Chang Zhou
Topics & Concepts
Random forestDecision treeFailure mode and effects analysisMachine learningArtificial neural networkComputer scienceStructural engineeringArtificial intelligenceExtreme learning machineSupport vector machineStirrupReinforced concreteBrittlenessReinforcementPredictive modellingGradient boostingShear (geology)Mode (computer interface)EngineeringKrigingBoosting (machine learning)Decision tree learningStructural Response to Dynamic LoadsInfrastructure Maintenance and MonitoringConcrete Corrosion and Durability