Prediction and interpretation of bond strength between FRP bars and fiber reinforced concrete using machine learning and Shapley Additive exPlanations Analysis
Yixun Yu, Shihong Li, Luchen Wang, Guijun Xian
Topics & Concepts
Fibre-reinforced plasticBar (unit)Structural engineeringBoosting (machine learning)Bond strengthMachine learningComputer scienceDecision treeArtificial neural networkBondArtificial intelligenceGeneralizationSupport vector machineGradient boostingMaterials scienceCompressive strengthCarbon fiber reinforced polymerMathematicsRandom forestFlexural strengthAerospaceTree (set theory)Reinforced concreteCompatibility (geochemistry)FiberUltimate tensile strengthPredictive modellingAlgorithmTest dataStructural Behavior of Reinforced ConcreteInnovative concrete reinforcement materialsConcrete Corrosion and Durability