Predicting ablation-assisted nanosecond laser fabrication of glass optical diffusers by machine learning

We apply a machine learning (ML) approach to predict the properties of glass optical diffusers fabricated by ablation-assisted nanosecond laser machining. This ‘indirect’ laser machining utilizes the interaction between the glass substrate and ablated fragments which are produced by nanosecond laser...

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Bibliographic Details

Published in:	Results in Optics
Main Authors:	Ryoma Kawaoto, Tomotaro Namba, Yukiyoshi Ohtsuki, Feng Yan, Takashi Nakajima
Format:	Article
Language:	English
Published:	Elsevier 2025-12-01
Subjects:	Machine learning Neural network Optical diffuser Nanosecond laser pulse Laser ablation Glass substrate
Online Access:	http://www.sciencedirect.com/science/article/pii/S2666950125000938