Simulation trained CNN for accurate embedded crack length, location, and orientation prediction from ultrasound measurements
Sijun Niu, Vikas Srivastava
Topics & Concepts
Convolutional neural networkOrientation (vector space)Finite element methodSIGNAL (programming language)CuboidComputer scienceUltrasoundAcousticsStructural engineeringUltrasonic sensorArtificial intelligenceEngineeringMechanical engineeringGeometryMathematicsPhysicsProgramming languageNon-Destructive Testing TechniquesUltrasonics and Acoustic Wave PropagationStructural Health Monitoring Techniques