Abstract
AbstractWith 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.
Publisher
Springer Science and Business Media LLC
Subject
Computer Science Applications,Mechanics of Materials,General Materials Science,Modelling and Simulation
Reference51 articles.
1. Westbrook, J. H. & Rumble, J. R., Jr. Computerized Materials Data Systems (National Bureau of Standards, 1983).
2. Cahn, R. W. The Coming of Materials Science (Pergamon, 2001).
3. Kalidindi, S. R. Data science and cyberinfrastructure: critical enablers for accelerated development of hierarchical materials. Int. Mater. Rev. 60, 150–168 (2015).
4. Kalidindi, S. R. & De Graef, M. Materials data science: current status and future outlook. Annu. Rev. Mater. Res. 45, 171–193 (2015).
5. Hill, J., Mannodi-Kanakkithodi, A., Ramprasad, R. & Meredig, B. Materials data infrastructure and materials informatics. in Computational Materials System Design (eds. Shin, D. & Saal, J.) 193–225 (Springer, 2018).
Cited by
16 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