Welding plays a pivotal role in industries ranging from manufacturing and construction to aerospace and energy production. As welded structures bear significant loads and stresses, the integrity of weld joints becomes paramount. Ensuring the reliability of these welds necessitates rigorous testing techniques that can identify potential defects and weaknesses. Recent