Selective laser cleaning of microbeads using deep learning

Abstract Laser cleaning is widely used industrially to remove surface contaminants with high precision. Conventional methods, however, lack real-time monitoring and feedback loops, often necessitating over-machining to ensure complete contaminant removal, which leads to inefficient energy use and po...

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Bibliografiske detaljer

Principais autores:	Yuchen Liu, James A. Grant-Jacob, Yunhui Xie, Fedor Chernikov, Michalis N. Zervas, Ben Mills
Format:	Artigo
Sprog:	Inglês
Udgivet:	Nature Portfolio 2025-04-01
Serier:	Scientific Reports
Fag:	Femtosecond laser Laser cleaning Neural network Real-time control
Online adgang:	https://doi.org/10.1038/s41598-025-99646-w
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