A framework driven by physics-guided machine learning for process-structure-property causal analytics in additive manufacturing
Author:
Funder
National Institute of Standards and Technology
Publisher
Elsevier BV
Subject
Industrial and Manufacturing Engineering,Hardware and Architecture,Software,Control and Systems Engineering
Reference46 articles.
1. Design for additive manufacturing in customized products;Ko;Int J Precis Eng Manuf,2015
2. Design knowledge representation to support personalised additive manufacturing;Ko;Virtual Phys Prototyp,2015
3. Computational design of hierarchically structured materials;Olson;Science,1997
4. Linking process, structure, property, and performance for metal-based additive manufacturing: computational approaches with experimental support;Smith;Comput Mech,2016
5. Measurement science needs for real-time control of additive manufacturing powder bed fusion processes;Mani,2015
Cited by 7 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. A machine learning framework for intelligent prediction of ash fusion temperature characteristics;Fuel;2024-04
2. Melt Pool Size Prediction of Laser Powder Bed Fusion by Process and Image Feature Fusion;IEEE Transactions on Instrumentation and Measurement;2024
3. Physics-guided neural operator for data-driven composites manufacturing process modelling;Journal of Manufacturing Systems;2023-10
4. X-ray Diffraction Data Analysis by Machine Learning Methods—A Review;Applied Sciences;2023-09-04
5. In-situ monitoring of the melt pool dynamics in ultrasound-assisted metal 3D printing using machine learning;Virtual and Physical Prototyping;2023-08-31
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