Deep-learning approach for predicting laser-beam absorptance in full-penetration laser keyhole welding
Author:
Funder
National Research Foundation of Korea
Publisher
The Optical Society
Subject
Atomic and Molecular Physics, and Optics
Reference17 articles.
1. Modeling of laser keyhole welding: Part I. mathematical modeling, numerical methodology, role of recoil pressure, multiple reflections, and free surface evolution
2. Modeling of laser keyhole welding: Part II. simulation of keyhole evolution, velocity, temperature profile, and experimental verification
3. Multiple reflection and its influence on keyhole evolution
4. Modelling of vapour flow in deep penetration laser welding
5. Implementation of real-time multiple reflection and Fresnel absorption of laser beam in keyhole
Cited by 10 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Prediction of surface reflectance using a deep learning model trained on synthetic surface images;Engineering Applications of Artificial Intelligence;2024-07
2. One camera-based laser keyhole welding monitoring system using deep learning;Journal of Manufacturing Processes;2023-10
3. CNN-Based Task State Estimation for Safer Automation of Oxy-Fuel Metal Cutting;2023 IEEE 19th International Conference on Automation Science and Engineering (CASE);2023-08-26
4. Deep learning based real-time and in-situ monitoring of weld penetration: Where we are and what are needed revolutionary solutions?;Journal of Manufacturing Processes;2023-05
5. Deep learning-based optical authentication using the structural coloration of metals with femtosecond laser-induced periodic surface structures;OPT EXPRESS;2023
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3