FAIRmat的分布式、基于模式的研究数据基础设施协调材料科学中的RDM

Markus Scheidgen, Sebastian Brückner, S. Brockhauser, L. Ghiringhelli, Felix Dietrich, Ahmed E. Mansour, José A. Márquez, Martin Albrecht, Heiko B. Weber, Silvana Botti, Martin Aeschlimann, Claudia Ambrosch-Draxl
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引用次数: 0

摘要

科学研究越来越以数据为中心,这就要求在管理、共享和发布数据方面付出更多的努力。NOMAD是一个基于网络的平台,为材料科学数据提供研究数据管理(RDM)。除了上传和共享文件等核心RDM功能外,NOMAD还自动从受支持的文件格式中提取结构化数据,并对这些格式中的数据进行规范化和转换。NOMAD提供了一个可扩展的框架,不仅可以管理文件,还可以管理结构化的、机器可操作的、协调的和可互操作的数据。这是使用特定领域过滤器、全面API、通过可定制的eln进行结构化数据输入、集成数据分析和机器学习工具的分面搜索的基础。NOMAD是免费的公共服务,也可以由研究机构运营。通过公共服务连接NOMAD装置将允许联邦数据基础设施在研究机构之间共享数据,并进一步协调大型研究领域(如材料科学)内的RDM。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
FAIR Research Data With NOMAD FAIRmat's Distributed, Schema-based Research-data Infrastructure to Harmonize RDM in Materials Science
Scientific research is becoming increasingly data centric, which requires more effort to manage, share, and publish data.NOMAD is a web-based platform that provides research data management (RDM) for materials-science data. In addition to core RDM functions like uploading and sharing files, NOMAD automatically extracts structured data from supported file formats, normalizes, and converts data from these formats. NOMAD provides an extendable framework for managing not just files, but structured machine-actionable harmonized and inter-operable data. This is the basis for a faceted search with domain-specific filters, a comprehensive API, structured data entry via customizable ELNs, integrated data-analysis and machine-learning tools. NOMAD is run as a free public service and can additionally be operated by research institutes. Connecting NOMAD installations through the public services will allow a federated data infrastructure to share data between research institutes and further harmonize RDM within a large research domain such as materials science.
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