A new data-driven probabilistic fatigue life prediction framework informed by experiments and multiscale simulation
Zhun Liang, Xishu Wang, Yinan Cui, Xu We, Yue Zhang, Yuhuai He
Topics & Concepts
SuperalloyProbabilistic logicMaterials scienceRandomnessMicroscale chemistryFracture mechanicsStructural engineeringParis' lawMonte Carlo methodVibration fatigueLüders bandFatigue testingComputer scienceMicrostructureCrack closureEngineeringArtificial intelligenceComposite materialMathematicsStatisticsMathematics educationFatigue and fracture mechanicsNon-Destructive Testing TechniquesMechanical stress and fatigue analysis