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Machine learning-based fatigue life prediction of metal materials: Perspectives of physics-informed and data-driven hybrid methods

Haijie Wang, Bo Li, Jian‐Guo Gong, Fu‐Zhen Xuan

2023Engineering Fracture Mechanics250 citationsDOI

Topics & Concepts

Consistency (knowledge bases)Process (computing)Data-drivenData scienceComputer scienceProof of conceptSystems engineeringExperimental dataMachine learningArtificial intelligenceRisk analysis (engineering)Data miningEngineeringMedicineMathematicsStatisticsOperating systemFatigue and fracture mechanicsNon-Destructive Testing TechniquesProbabilistic and Robust Engineering Design
Machine learning-based fatigue life prediction of metal materials: Perspectives of physics-informed and data-driven hybrid methods | Litcius