An infrastructure with user-centered presentation data model for integrated management of materials data and services

Abstract With scientific research in materials science becoming more data intensive and collaborative after the announcement of the Materials Genome Initiative, the need for modern data infrastructures that facilitate the sharing of materials data and analysis tools is compelling in the materials co...

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Autores principales:	Shilong Liu, Yanjing Su, Haiqing Yin, Dawei Zhang, Jie He, Haiyou Huang, Xue Jiang, Xuan Wang, Haiyan Gong, Zhuang Li, Hao Xiu, Jiawang Wan, Xiaotong Zhang
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2021
Materias:	Materials of engineering and construction. Mechanics of materials TA401-492 Computer software QA76.75-76.765
Acceso en línea:	https://doaj.org/article/fbe8a28e521d42e197563ee3d55874d9
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spelling	oai:doaj.org-article:fbe8a28e521d42e197563ee3d55874d92021-12-02T14:59:36ZAn infrastructure with user-centered presentation data model for integrated management of materials data and services10.1038/s41524-021-00557-x2057-3960https://doaj.org/article/fbe8a28e521d42e197563ee3d55874d92021-06-01T00:00:00Zhttps://doi.org/10.1038/s41524-021-00557-xhttps://doaj.org/toc/2057-3960Abstract With scientific research in materials science becoming more data intensive and collaborative after the announcement of the Materials Genome Initiative, the need for modern data infrastructures that facilitate the sharing of materials data and analysis tools is compelling in the materials community. In this paper, we describe the challenges of developing such infrastructure and introduce an emerging architecture with high usability. We call this architecture the Materials Genome Engineering Databases (MGED). MGED provides cloud-hosted services with features to simplify the process of collecting datasets from diverse data providers, unify data representation forms with user-centered presentation data model, and accelerate data discovery with advanced search capabilities. MGED also provides a standard service management framework to enable finding and sharing of tools for analyzing and processing data. We describe MGED’s design, current status, and how MGED supports integrated management of shared data and services.Shilong LiuYanjing SuHaiqing YinDawei ZhangJie HeHaiyou HuangXue JiangXuan WangHaiyan GongZhuang LiHao XiuJiawang WanXiaotong ZhangNature PortfolioarticleMaterials of engineering and construction. Mechanics of materialsTA401-492Computer softwareQA76.75-76.765ENnpj Computational Materials, Vol 7, Iss 1, Pp 1-8 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Materials of engineering and construction. Mechanics of materials TA401-492 Computer software QA76.75-76.765
spellingShingle	Materials of engineering and construction. Mechanics of materials TA401-492 Computer software QA76.75-76.765 Shilong Liu Yanjing Su Haiqing Yin Dawei Zhang Jie He Haiyou Huang Xue Jiang Xuan Wang Haiyan Gong Zhuang Li Hao Xiu Jiawang Wan Xiaotong Zhang An infrastructure with user-centered presentation data model for integrated management of materials data and services
description	Abstract With scientific research in materials science becoming more data intensive and collaborative after the announcement of the Materials Genome Initiative, the need for modern data infrastructures that facilitate the sharing of materials data and analysis tools is compelling in the materials community. In this paper, we describe the challenges of developing such infrastructure and introduce an emerging architecture with high usability. We call this architecture the Materials Genome Engineering Databases (MGED). MGED provides cloud-hosted services with features to simplify the process of collecting datasets from diverse data providers, unify data representation forms with user-centered presentation data model, and accelerate data discovery with advanced search capabilities. MGED also provides a standard service management framework to enable finding and sharing of tools for analyzing and processing data. We describe MGED’s design, current status, and how MGED supports integrated management of shared data and services.
format	article
author	Shilong Liu Yanjing Su Haiqing Yin Dawei Zhang Jie He Haiyou Huang Xue Jiang Xuan Wang Haiyan Gong Zhuang Li Hao Xiu Jiawang Wan Xiaotong Zhang
author_facet	Shilong Liu Yanjing Su Haiqing Yin Dawei Zhang Jie He Haiyou Huang Xue Jiang Xuan Wang Haiyan Gong Zhuang Li Hao Xiu Jiawang Wan Xiaotong Zhang
author_sort	Shilong Liu
title	An infrastructure with user-centered presentation data model for integrated management of materials data and services
title_short	An infrastructure with user-centered presentation data model for integrated management of materials data and services
title_full	An infrastructure with user-centered presentation data model for integrated management of materials data and services
title_fullStr	An infrastructure with user-centered presentation data model for integrated management of materials data and services
title_full_unstemmed	An infrastructure with user-centered presentation data model for integrated management of materials data and services
title_sort	infrastructure with user-centered presentation data model for integrated management of materials data and services
publisher	Nature Portfolio
publishDate	2021
url	https://doaj.org/article/fbe8a28e521d42e197563ee3d55874d9
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An infrastructure with user-centered presentation data model for integrated management of materials data and services

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