Data analytics approach for melt-pool geometries in metal additive manufacturing
Author:
Affiliation:
1. School of Materials Science and Engineering, Pusan National University, Busan, Korea
2. Materials Science and Technology Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
Funder
Ministry of Trade, Industry and Energy
Publisher
Informa UK Limited
Subject
General Materials Science
Link
https://www.tandfonline.com/doi/pdf/10.1080/14686996.2019.1671140
Reference27 articles.
1. Additive manufacturing of metals: a brief review of the characteristic microstructures and properties of steels, Ti-6Al-4V and high-entropy alloys
2. Real-time monitoring of laser powder bed fusion process using high-speed X-ray imaging and diffraction
3. Laser powder-bed fusion additive manufacturing: Physics of complex melt flow and formation mechanisms of pores, spatter, and denudation zones
4. Fluid and particle dynamics in laser powder bed fusion
5. Denudation of metal powder layers in laser powder bed fusion processes
Cited by 73 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. LPBF Processability of NiTiHf Alloys: Systematic Modeling and Single-Track Studies;Materials;2024-08-22
2. A Machine Learning Framework for Melt-Pool Geometry Prediction and Process Parameter Optimization in the Laser Powder-Bed Fusion Process;Journal of Engineering Materials and Technology;2024-08-06
3. Predictive modelling of laser powder bed fusion of Fe-based nanocrystalline alloys based on experimental data using multiple linear regression analysis;Heliyon;2024-08
4. Big data, machine learning, and digital twin assisted additive manufacturing: A review;Materials & Design;2024-08
5. Prediction of fracture toughness using small specimens based on machine learning;Theoretical and Applied Fracture Mechanics;2024-08
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