Junzi Xia

Towards edge-deployable non-destructive testing: A hardware-aware lightweight framework for real-time phased array ultrasonic testing of girth welds

Phased Array Ultrasonic Testing (PAUT) for pipeline girth welds is transitioning to automated diagnostics. However, integrating deep learning into portable PAUT instruments is bottlenecked by conflicts between precision and limited computational resources. This paper proposes You...