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  The NOMAD Laboratory: From Data Sharing to Artificial Intelligence

Draxl, C., & Scheffler, M. (2019). The NOMAD Laboratory: From Data Sharing to Artificial Intelligence. JPhys Materials, 2(3):. doi:10.1088/2515-7639/ab13bb.

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基本情報

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アイテムのパーマリンク: https://hdl.handle.net/21.11116/0000-0003-52D9-C 版のパーマリンク: https://hdl.handle.net/21.11116/0000-000D-371C-7
資料種別: 学術論文

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:
Draxl_2019_J._Phys._Mater._2_036001.pdf (出版社版), 1013KB
ファイルのパーマリンク:
https://hdl.handle.net/21.11116/0000-0003-9DC5-E
ファイル名:
Draxl_2019_J._Phys._Mater._2_036001.pdf
説明:
-
OA-Status:
Gold
閲覧制限:
公開
MIMEタイプ / チェックサム:
application/pdf / [MD5]
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著作権日付:
2019
著作権情報:
The Author(s)

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作成者

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 作成者:
Draxl, Claudia1, 2, 著者           
Scheffler, Matthias1, 2, 著者           
所属:
1Theory, Fritz Haber Institute, Max Planck Society, ou_634547              
2IRIS Adlershof, Humboldt-Universität zu Berlin, Zum Großen Windkanal 6, 12489 Berlin, Germany, ou_persistent22              

内容説明

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キーワード: -
 要旨: The Novel Materials Discovery (NOMAD) Laboratory is a user-driven platform for sharing and exploiting computational materials science data. It accounts for the various aspects of data being a crucial raw material and most relevant to accelerate materials research and engineering. NOMAD, with the NOMAD Repository, and its code-independent and normalized form, the NOMAD Archive, comprises the worldwide largest data collection of this field. Based on its FAIR (findable accessible, interoperable, reusable) data infrastructure, various services are offered, comprising advanced visualization, the NOMAD Encyclopedia, and artificial-intelligence tools. The latter are realized in the NOMAD Analytics Toolkit. Prerequisite for all this is the NOMAD metadata, a unique and thorough description of the data, that are produced by all important computer codes of the community. Uploaded data are tagged by a persistent identifier (PID), and users can also request a DOI to make data citable. Developments and advancements of parsers and metadata are organized jointly with users and code developers. In this work, we review the NOMAD concept and implementation, highlight its orthogonality to and synergistic interplay with other data collections, and provide an outlook regarding ongoing and future developments.

資料詳細

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言語: eng - English
 日付: 2019-03-162019-02-132019-03-272019-05-13
 出版の状態: オンラインで出版済み
 ページ: 10
 出版情報: -
 目次: -
 査読: 査読あり
 識別子(DOI, ISBNなど): DOI: 10.1088/2515-7639/ab13bb
 学位: -

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訴訟

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Project information

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Project name : NoMaD - The Novel Materials Discovery Laboratory
Grant ID : 676580
Funding program : Horizon 2020 (H2020)
Funding organization : European Commission (EC)
Project name : TEC1p - Big-Data Analytics for the Thermal and Electrical Conductivity of Materials from First Principles
Grant ID : 740233
Funding program : Horizon 2020 (H2020)
Funding organization : European Commission (EC)

出版物 1

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出版物名: JPhys Materials
  その他 : Journal of Physics: Materials
種別: 学術雑誌
 著者・編者:
所属:
出版社, 出版地: Bristol : Institute of Physics Publishing
ページ: 10 巻号: 2 (3) 通巻号: 036001 開始・終了ページ: - 識別子(ISBN, ISSN, DOIなど): CoNE: https://pure.mpg.de/cone/journals/resource/2515-7639