Uncertainty-aware prediction of shear strength in reinforced concrete deep beams using quantile machine learning and explainable artificial intelligence
Hung La, Nguyen-Vu Luat, Kihak Lee, Tan Nguyen
Topics & Concepts
InterpretabilityMachine learningArtificial intelligenceQuantileCategorical variableRobustness (evolution)Computer scienceSupport vector machineBoosting (machine learning)Reinforced concreteUncertainty quantificationPredictive modellingArtificial neural networkShear strength (soil)Genetic programmingExtreme learning machineStructural engineeringGeneralizationConsistency (knowledge bases)Reliability (semiconductor)Monotonic functionDeep learningComputationEngineeringStructural health monitoringStructural Behavior of Reinforced ConcreteStructural Health Monitoring TechniquesInnovative concrete reinforcement materials