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Defect-parameterized physics-informed neural network for forward and inverse modeling of laser ultrasonic wavefield

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Accurate and efficient non-destructive evaluation (NDE) techniques are essential for ensuring the structural integrity of metallic components, where surface defects, as one of the most common types, can severely compromise fatigue life and mechanical performan... ...