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Causal dilated convolutional neural networks for automatic inspection of ultrasonic signals in non-destructive evaluation and structural health monitoring

Stefano Mariani, Quentin Rendu, Matteo Urbani, Claudio Sbarufatti

2021Mechanical Systems and Signal Processing80 citationsDOIOpen Access PDF

Topics & Concepts

Convolutional neural networkLamb wavesStructural health monitoringPattern recognition (psychology)Ultrasonic sensorArtificial intelligenceComputer scienceFeature (linguistics)Artificial neural networkSIGNAL (programming language)Complement (music)Range (aeronautics)Deep learningBaseline (sea)EngineeringAcousticsStructural engineeringSurface wavePhysicsPhenotypeChemistryGeologyAerospace engineeringComplementationTelecommunicationsLinguisticsGeneProgramming languagePhilosophyOceanographyBiochemistryUltrasonics and Acoustic Wave PropagationNon-Destructive Testing TechniquesThermography and Photoacoustic Techniques
Causal dilated convolutional neural networks for automatic inspection of ultrasonic signals in non-destructive evaluation and structural health monitoring | Litcius