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Few-shot fatigue damage evaluation of aircraft structure using neural augmentation and deep transfer learning

Changchang Che, Huawei Wang, Minglan Xiong, Shici Luo

2023Engineering Failure Analysis30 citationsDOI

Topics & Concepts

AutoencoderConvolutional neural networkTransfer of learningArtificial neural networkArtificial intelligenceJoint (building)Computer scienceParis' lawDeep learningStructural engineeringShot (pellet)Machine learningPattern recognition (psychology)EngineeringFracture mechanicsMaterials scienceCrack closureMetallurgyFatigue and fracture mechanicsStructural Health Monitoring TechniquesNon-Destructive Testing Techniques
Few-shot fatigue damage evaluation of aircraft structure using neural augmentation and deep transfer learning | Litcius