Not as simple as we thought: a rigorous examination of data aggregation in materials informatics
Author:
Affiliation:
1. Department of Computer Science, University of Liverpool, UK
2. Department of Materials Science and Engineering, University of Utah, USA
Abstract
Funder
Engineering and Physical Sciences Research Council
Leverhulme Trust
National Science Foundation
Publisher
Royal Society of Chemistry (RSC)
Link
http://pubs.rsc.org/en/content/articlepdf/2024/DD/D3DD00207A
Reference38 articles.
1. Commentary: The Materials Project: A materials genome approach to accelerating materials innovation
2. The Open Quantum Materials Database (OQMD): assessing the accuracy of DFT formation energies
3. E.Blokhin and P.Villars , in The PAULING FILE Project and Materials Platform for Data Science: From Big Data Toward Materials Genome , ed. W. Andreoni and S. Yip , Springer International Publishing , Cham , 2018 , pp. 1–26 , 10.1007/978-3-319-42913-7_62-1
4. From DFT to machine learning: recent approaches to materials science–a review
5. Machine Learning Directed Search for Ultraincompressible, Superhard Materials
Cited by 2 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. Supervised machine learning for multi-principal element alloy structural design;Materials Science and Technology;2024-08-16
2. Semantics-Enabled Data Federation: Bringing Materials Scientists Closer to FAIR Data;Integrating Materials and Manufacturing Innovation;2024-04-09
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