CIF21 DIBBs: PD: Ontology-Enabled Polymer Nanocomposite Open Community Data Resource
CIF21 DIBBs: PD: Ontology-Enabled Polymer Nanocomposite Open Community Data Resource
批准号:
1640840
负责人:
Deborah McGuinness
金额:
$50.0万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2016
资助国家:
美国
项目状态:
已结题
起止时间:
2016-09-01 至 2019-08-31
中文摘要
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英文摘要
The project develops an open access data resource for the polymer nanocomposites community, facilitating faster nanocomposite design and insertion into advanced applications. The capability would support three major types of users: researchers interested in comparing their results in detail to other work; researchers exploring, discovering, and quantifying fundamental scientific principles that govern processing-structure-property (p-s-p) relationships; and materials designers interested in using nanocomposites for advanced applications. The resource would accelerate the comparison, exploration, and design of polymer nancomposite materials, for applications ranging from energy to healthcare.The goal is to create an open access, easy to use, persistent, flexible data resource for the polymer nanocomposites community that is scalable and will enable improved understanding of p-s-p relationships and design of commercially relevant polymer nanocomposites. The resource builds upon earlier work using the Material Data Curator System (MDCS) at the National Institute of Standards and Technology (NIST), and a prototype (NanoMine) developed through the NSF Division of Materials Research. A robust ontology will be integrated with an expanded version of the NanoMine prototype to create an open linked data community resource to support organization, integration, mining, and analysis services. Improved data analytics tools are integrated into NanoMine for quantitative image analysis, microstructure reconstruction, knowledge discovery, and materials design recommendation. A set of standards provide quality metrics for the data; these metrics will be integrated into the ontology and used to validate data at the time of data ingest. The project also leverages open source visualization tools and provides semantically enhanced browsing and visualization capabilities to aid users in discovery of new relationships. This award by the Advanced Cyberinfrastructure Division is jointly supported by the NSF Engineering Directorate (Division of Civil, Mechanical & Manufacturing Innovation), and the NSF Directorate for Mathematical & Physical Sciences (Division of Materials Research).
期刊论文(9)
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DOI:
10.1007/s00158-022-03224-x
发表时间:
2021-12
期刊:
Structural and Multidisciplinary Optimization
影响因子:
3.9
作者:
[Yu-Chin Chan;D. Da;Liwei Wang;Wei Chen]
通讯作者:
Yu-Chin Chan;D. Da;Liwei Wang;Wei Chen
DOI:
10.1115/1.4048629
发表时间:
2020-06
期刊:
ArXiv
影响因子:
--
作者:
[Yu-Chin Chan;Faez Ahmed;Liwei Wang;Wei Chen]
通讯作者:
Yu-Chin Chan;Faez Ahmed;Liwei Wang;Wei Chen
DOI:
10.1063/1.5046839
发表时间:
2018-11-01
期刊:
APL MATERIALS
影响因子:
6.1
作者:
[Zhao, He, Wang, Yixing, Brinson, L. Catherine]
通讯作者:
Brinson, L. Catherine
DOI:
10.1021/acsmacrolett.0c00264
发表时间:
2020-08-18
期刊:
ACS MACRO LETTERS
影响因子:
7.015
作者:
[Brinson, L. Catherine, Deagen, Michael, Hu, Bingyin]
通讯作者:
Hu, Bingyin
An Ontology for a Polymer Nanocomposite Community Data Resource
聚合物纳米复合材料社区数据资源本体
DOI:
10.1145/3091478.3098866
发表时间:
2017
期刊:
WebSci2017
影响因子:
--
作者:
[Rawte, Vipula, McCusker, James, Zhao, He, Brinson, L. Catherine, Chen, Wei, Schadler, Linda, McGuinness, Deborah L.]
通讯作者:
McGuinness, Deborah L.
共 6 条
Collaborative Research: Framework: Data: HDR: Nanocomposites to Metamaterials: A Knowledge Graph Framework
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批准号:1835648
-
项目类别:Standard Grant
-
资助金额:$144.82万
-
财政年份:2018
-
负责人:Deborah McGuinness
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依托单位:
海外基金