期刊
NPJ COMPUTATIONAL MATERIALS
卷 7, 期 1, 页码 -出版社
NATURE RESEARCH
DOI: 10.1038/s41524-021-00557-x
关键词
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资金
- Ministry of Science and Technology
- Ministry of Industry and Information Technology
- University of Science and Technology Beijing (USTB)
- Shanghai University (SHU)
- Tsinghua University (THU)
- Sichuan University (SCU)
- Southwest Jiaotong University (SWJTU)
- Beijing University of Technology (BJUT)
- Beijing Institute of Technology (BIT)
- Central South University (CSU)
- Northwestern Polytechnical University (NPU)
- Shanghai Jiao Tong University (SJTU)
- Computer Network Information Center (CNIC) of the Chinese Academy of Sciences (CAS)
- Ningbo Institute of Materials Technology and Engineering (NIMTE) of CAS
- Academy of Mathematics and Systems Science (AMSS) of CAS
- Central Iron and Steel Research Institute (CISRI)
- Institute of Metal Research (IMR) of CAS
- Institute of Chemistry of CAS (ICCAS)
- Ningbo Institute of Information Technology Application of CAS
- Institute of High Energy Physics (IHEP) of CAS
- Beijing Computing Center
- National Supercomputer Center in Tianjin
- Beijing Institute of Aeronautical Materials (BIAM) of the Aero Engine Corporation of China (AECC)
- Tianjin Nanda General Data Technology Co., Ltd.
- National Key Research and Development Program of China [2016YFB0700500, 2018YFB0704300]
- Fundamental Research Funds for the University of Science and Technology Beijing [FRF-BD-19-012A]
- National Natural Science Foundation of China [61971031]
- MGED
With the announcement of the Materials Genome Initiative, scientific research in materials science has become more data intensive and collaborative. The need for modern data infrastructures, such as the Materials Genome Engineering Databases (MGED), is compelling in the materials community. MGED provides cloud-hosted services with features to simplify the process of collecting datasets, unify data representation forms, and accelerate data discovery with advanced search capabilities.
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.
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