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A physics-informed neural network method for identifying parameters and predicting remaining life of fatigue crack growth

Wangwang Liao, Xiangyun Long, Chao Jiang

2024International Journal of Fatigue68 citationsDOI

Topics & Concepts

Artificial neural networkParis' lawEngineeringMaterials scienceForensic engineeringStructural engineeringComputer scienceArtificial intelligenceFracture mechanicsCrack closureNon-Destructive Testing TechniquesNuclear Engineering Thermal-HydraulicsModel Reduction and Neural Networks
A physics-informed neural network method for identifying parameters and predicting remaining life of fatigue crack growth | Litcius