An infrastructure with user-centered presentation data model for integrated management of materials data and services
| Autor: | Haiyan Gong, Jiawang Wan, Liu Shilong, Zhuang Li, Hao Xiu, Xiaotong Zhang, Haiyou Huang, Jie He, Dawei Zhang, Su Yanjing, Wang Xuan, Jiang Xue, Haiqing Yin |
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| Rok vydání: | 2021 |
| Předmět: |
010302 applied physics
Process (engineering) business.industry Data discovery Service management Computational intelligence Usability 02 engineering and technology 021001 nanoscience & nanotechnology External Data Representation 01 natural sciences Data science Computer Science Applications QA76.75-76.765 Data model Mechanics of Materials Modeling and Simulation 0103 physical sciences TA401-492 General Materials Science Computer software 0210 nano-technology business Materials of engineering and construction. Mechanics of materials Integrated management |
| Zdroj: | npj Computational Materials, Vol 7, Iss 1, Pp 1-8 (2021) |
| ISSN: | 2057-3960 |
| DOI: | 10.1038/s41524-021-00557-x |
| Popis: | 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. |
| Databáze: | OpenAIRE |
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