Machine Learning Classification of Self-Organized Surface Structures in Ultrashort-Pulse Laser Processing Based on Light Microscopic Images

In ultrashort-pulsed laser processing, surface modification is subject to complex laser and scanning parameter studies. In addition, quality assurance systems for monitoring surface modification are still lacking. Automated laser processing routines featuring machine learning (ML) can help overcome...

Полное описание

Библиографические подробности

Главные авторы:	Robert Thomas, Erik Westphal, Georg Schnell, Hermann Seitz
Формат:	Artigo
Язык:	Inglês
Опубликовано:	MDPI AG 2024-04-01
Серии:	Micromachines
Предметы:	machine learning analysis automated classification nano- and microstructures femtosecond laser self-organized
Online-ссылка:	https://www.mdpi.com/2072-666X/15/4/491
Метки:	Добавить метку Нет меток, Требуется 1-ая метка записи!