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...

Full description

Saved in:

Bibliographic Details
Published in:	Engineering applications of artificial intelligence Vol. 160; no. Part C; p. 111893
Main Authors:	Allaire, Frédéric, Gatti, Filippo, Miorelli, Roberto, Dorval, Vincent, Laurent, Jérôme
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 27.11.2025 Elsevier
Series:	Engineering Applications of Artificial Intelligence
Subjects:	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
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!