Ultrasound classification of interacting flaws using finite element simulations and convolutional neural network - Niu, Sijun; Srivastava, Vikas (Engineering with computers, 2022)
Keywords: Artificial neural networks; CAE) and Design; Calculus of Variations and Optimal Control; Optimization; Classical Mechanics; Classification; Computer Science; Computer simulation; Computer-Aided Engineering (CAD; Control; Corrosion; Cracks; Finite element method; Flaw detection; Machine learning; Math. Applications in Chemistry; Mathematical and Computational Engineering; Neural networks; Original Article; Stress corrosion cracking; Systems Theory; Three dimensional printing; Time signals; Ultrasonic imaging; Validation studies; Corrosion; Neural networks; Pipelines; Non-destructive evaluation; Inline Inspection; Ultrasound; Finite element method; Flaw classification; NDT; Crack