A tensile properties-related fatigue strength predicted machine learning framework for alloys used in aerospace
Jiangbo Fan, Zhangwei Wang, Changqi Liu, Duoqi Shi, Xiaoguang Yang
Topics & Concepts
Ultimate tensile strengthGradient boostingRobustness (evolution)AerospaceArtificial neural networkMaterials scienceFatigue limitComputer scienceDecision treeArtificial intelligenceStructural engineeringMachine learningComposite materialRandom forestEngineeringAerospace engineeringGeneBiochemistryChemistryFatigue and fracture mechanicsHydrogen embrittlement and corrosion behaviors in metalsNon-Destructive Testing Techniques