On the use of a Transformer Neural Network to deconvolve ultrasonic signals

Keyphrases

• Ultrasonic Signal 100%
• Convolution Neural Network 100%
• Transformer Neural Network 100%
• Echo Patterns 66%
• Training Process 33%
• Low Signal-to-noise Ratio 33%
• Staircase 33%
• Complex Geometry 33%
• Speech Recognition 33%
• Carbon Steel 33%
• Wall Thickness 33%
• Transformer Model 33%
• Ultrasonic Technique 33%
• Novel Combinations 33%
• Thickness Gauging 33%
• Language Processing 33%
• ResNet50 33%
• Testing Process 33%
• AI Architecture 33%
• Neural Transformer 33%
• Pulse-echo Ultrasonic 33%
• Geometric Pattern 33%
• Convolution Neural Network Architectures 33%
• Safety-critical Industries 33%

Computer Science

• Convolutional Neural Network 100%
• Ultrasound 100%
• Transformer Neural Network 100%
• Training Process 25%
• Preprocessing 25%
• Neural Network Architecture 25%
• Speech Recognition 25%
• Artificial Intelligence 25%
• Residual Neural Network 25%
• Traditional Method 25%
• Postprocessing 25%
• Language Processing 25%
• Testing Process 25%
• Transformer Model 25%
• Signal-to-Noise Ratio 25%

Earth and Planetary Sciences

• Ultrasonics 100%
• Preprocessing 50%
• Artificial Intelligence 50%
• Speech Recognition 50%
• Carbon Steel 50%
• Accident Prevention 50%