A novel neural network-based alloy design strategy: Gated recurrent unit machine learning modeling integrated with orthogonal experiment design and data augmentation
Author:
Publisher
Elsevier BV
Subject
Metals and Alloys,Polymers and Plastics,Ceramics and Composites,Electronic, Optical and Magnetic Materials
Reference72 articles.
1. Ultrahigh strength and high electrical conductivity in copper;Lu;Science,2004
2. Microstructure and properties of Cu-Cr-Nb alloy with high strength, high electrical conductivity and good softening resistance performance at elevated temperature;Guo;Mater. Sci. Eng. A,2019
3. Co effects on Cu-Ni-Si alloys microstructure and physical properties;Zhao;J. Alloy. Compd.,2019
4. Machine-learning-revealed statistics of the particle-carbon/binder detachment in lithium-ion battery cathodes;Jiang;Nat. Commun.,2020
5. Identifying degradation patterns of lithium ion batteries from impedance spectroscopy using machine learning;Zhang;Nat. Commun.,2020
Cited by 16 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. Parameter Optimization of a Surface Mechanical Rolling Treatment Process to Improve the Surface Integrity and Fatigue Property of FV520B Steel by Machine Learning;Materials;2024-09-13
2. Instance segmentation from small dataset by a dual-layer semantics-based deep learning framework;Science China Technological Sciences;2024-08-20
3. Achieving high strength and high-electrical-conductivity of Cu-Ni-Si alloys via regulating nanoprecipitation behavior through simplified process;Journal of Materials Science & Technology;2024-08
4. A strategy for high-entropy copper alloys composition design assisted by deep learning based on data reconstruction and network structure optimization;Journal of Materials Research and Technology;2024-07
5. A review on copper alloys with high strength and high electrical conductivity;Journal of Alloys and Compounds;2024-06
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