A hybrid machine learning approach to determine the optimal processing window in femtosecond laser-induced periodic nanostructures-Reference-Cited by-同舟云学术

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A hybrid machine learning approach to determine the optimal processing window in femtosecond laser-induced periodic nanostructures

Published:2022-10 Issue: Volume:308 Page:117716
ISSN:0924-0136
Container-title:Journal of Materials Processing Technology
language:en
Short-container-title:Journal of Materials Processing Technology

Author:

Wang Bing,Wang Peng,Song Jie,Lam Yee Cheong,Song Haiying,Wang Yang,Liu Shibing

Funder

National Natural Science Foundation of China

Beijing University of Technology

Publisher

Elsevier BV

Subject

Industrial and Manufacturing Engineering,Metals and Alloys,Computer Science Applications,Modeling and Simulation,Ceramics and Composites

Reference42 articles.

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2. Microstructural evolution and surface properties of nanostructured Cu-based alloy by ultrasonic nanocrystalline surface modification technique;Amanov;Appl. Surf. Sci.,2016

3. Femtosecond laser structuring of materials: a review;Amoako;Appl. Phys. Res.,2019

4. A review on applications of artificial intelligence in modeling and optimization of laser beam machining;Bakhtiyari;Opt. Laser Technol.,2021

5. Multi-objective optimization of pulsed Nd: YAG Laser cutting process using entropy-based ANN-PSO model;Chaki;Lasers Manuf. Mater. Process.,2020

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1. A review of laser polishing on Ti6Al4V based on energy density;Journal of Materials Processing Technology;2024-10

2. Metrological Analysis with Covariance Features of Micro-Channels Fabricated with a Femtosecond Laser;Metrology;2024-08-01

3. Controlling the morphologies of femtosecond laser-induced periodic surface structure on silicon by combining deep learning with energy deposition model;Materials & Design;2024-06

4. Machine Learning Classification of Self-Organized Surface Structures in Ultrashort-Pulse Laser Processing Based on Light Microscopic Images;Micromachines;2024-04-02

5. Fabrication of high aspect ratio grooves on aluminium nitride by laser and chemical milling enhanced micro milling;Journal of Materials Processing Technology;2024-04

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