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A multi-algorithm integration machine learning approach for high cycle fatigue prediction of a titanium alloy in aero-engine

Siyao Zhu, Yue Zhang, Xin Chen, Yuhuai He, Xu We

2023Engineering Fracture Mechanics30 citationsDOI

Topics & Concepts

Random forestTitanium alloySupport vector machineLow-cycle fatigueMachine learningComputer scienceArtificial intelligenceAlgorithmFatigue testingRegressionAlloyMaterials scienceStructural engineeringEngineeringMetallurgyMathematicsStatisticsFatigue and fracture mechanicsNon-Destructive Testing TechniquesHydrogen embrittlement and corrosion behaviors in metals
A multi-algorithm integration machine learning approach for high cycle fatigue prediction of a titanium alloy in aero-engine | Litcius