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Unified fatigue life modelling and uncertainty estimation of Ni-based superalloy family with a supervised machine learning approach

Li Tan, Xiaofa Yang, Duoqi Shi, W.Q. Hao, Yongxian Fan

2022Engineering Fracture Mechanics38 citationsDOI

Topics & Concepts

Artificial intelligenceSupport vector machineGeneralizationComputer sciencePairwise comparisonMachine learningFeature (linguistics)Stability (learning theory)Feature selectionSuperalloyPattern recognition (psychology)MathematicsMaterials scienceMicrostructureLinguisticsMathematical analysisMetallurgyPhilosophyFatigue and fracture mechanicsNon-Destructive Testing TechniquesHigh Temperature Alloys and Creep
Unified fatigue life modelling and uncertainty estimation of Ni-based superalloy family with a supervised machine learning approach | Litcius