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Zhen-Dong Liu

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Open access Aug 2026

A method for improving ray distortion in ultrasonic weld simulation based on a ray-guided Fourier neural operator

Forward simulation of ultrasonic nondestructive testing in austenitic stainless steel welds remains challenging due to the material’s severe anisotropy and heterogeneity. Traditional ray-tracing methods are highly efficient but suffer from amplitude singularities in focal regions, whereas full-wavefield finite element...

Fei Shang, Zhong-Ren Li, Xi-Xi Qin et al. · 0 citations

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