Metamodeling elastic wave propagation using a mixed factorized Fourier encoder–decoder for online laser-ultrasound testing in additive manufacturing

Laser-ultrasound (LU) testing has emerged as a promising technique for characterizing the polycrystalline microstructure of metal components produced by wire-laser additive manufacturing (WLAM), with potential for real-time online application. Numerical models simulating elastic waves propagation pr...

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Vydáno v:	Engineering applications of artificial intelligence Ročník 160; číslo Part C; s. 111893
Hlavní autoři:	Allaire, Frédéric, Gatti, Filippo, Miorelli, Roberto, Dorval, Vincent, Laurent, Jérôme
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Ltd 27.11.2025 Elsevier
Edice:	Engineering Applications of Artificial Intelligence
Témata:	Acoustics Additive manufacturing Artificial Intelligence Computer Science Deep learning Laser-ultrasound Machine Learning Mechanics Modeling and Simulation Optics Physics Polycrystalline media Surface acoustic waves Surrogate modeling Deep learning Polycrystalline media Additive manufacturing Surrogate modeling Laser-ultrasound Surface acoustic waves modeling simulation anisotropy elastic waves neural network non-destructive testing Laser guided waves
ISSN:	0952-1976
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