Ultrasonic non-destructive testing (NDT) represents an indispensable technique for evaluating the integrity of materials and components without causing damage. This method leverages high-frequency sound waves to scan materials, generating echoes that reveal internal flaws, defects, or structural changes. Examining these echoes provides invaluable i