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Ultrasonics and Acoustic Wave PropagationAdditive Manufacturing Materials and ProcessesThermography and Photoacoustic Techniques

Regularized Expectation-Maximization Clustering Enhanced Laser Ultrasonic Imaging for Defects in Laser Additively Manufactured Components with High Surface Roughness

Mingtao Liu, Xue Bai, Fei Shao, Jian Ma

2026.1.1NDT & E INTERNATIONAL

DOI: 10.1016/j.ndteint.2026.103646

Abstract

Abstract is not available.

Citation format

LIU, Mingtao, et al. Regularized expectation-maximization clustering enhanced laser ultrasonic imaging for defects in laser additively manufactured components with high surface roughness. NDT & E INTERNATIONAL, 2026, 160: 103646.