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Organic materials database: An open-access online database for data mining

We present an organic materials database (OMDB) hosting thousands of Kohn-Sham electronic band structures, which is freely accessible online at http://omdb.diracmaterials.org. The OMDB focus lies on electronic structure, density of states and other properties for purely organic and organometallic co...

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Autores principales: Borysov, Stanislav S., Geilhufe, R. Matthias, Balatsky, Alexander V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5300202/
https://www.ncbi.nlm.nih.gov/pubmed/28182744
http://dx.doi.org/10.1371/journal.pone.0171501
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author Borysov, Stanislav S.
Geilhufe, R. Matthias
Balatsky, Alexander V.
author_facet Borysov, Stanislav S.
Geilhufe, R. Matthias
Balatsky, Alexander V.
author_sort Borysov, Stanislav S.
collection PubMed
description We present an organic materials database (OMDB) hosting thousands of Kohn-Sham electronic band structures, which is freely accessible online at http://omdb.diracmaterials.org. The OMDB focus lies on electronic structure, density of states and other properties for purely organic and organometallic compounds that are known to date. The electronic band structures are calculated using density functional theory for the crystal structures contained in the Crystallography Open Database. The OMDB web interface allows users to retrieve materials with specified target properties using non-trivial queries about their electronic structure. We illustrate the use of the OMDB and how it can become an organic part of search and prediction of novel functional materials via data mining techniques. As a specific example, we provide data mining results for metals and semiconductors, which are known to be rare in the class of organic materials.
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spelling pubmed-53002022017-02-28 Organic materials database: An open-access online database for data mining Borysov, Stanislav S. Geilhufe, R. Matthias Balatsky, Alexander V. PLoS One Research Article We present an organic materials database (OMDB) hosting thousands of Kohn-Sham electronic band structures, which is freely accessible online at http://omdb.diracmaterials.org. The OMDB focus lies on electronic structure, density of states and other properties for purely organic and organometallic compounds that are known to date. The electronic band structures are calculated using density functional theory for the crystal structures contained in the Crystallography Open Database. The OMDB web interface allows users to retrieve materials with specified target properties using non-trivial queries about their electronic structure. We illustrate the use of the OMDB and how it can become an organic part of search and prediction of novel functional materials via data mining techniques. As a specific example, we provide data mining results for metals and semiconductors, which are known to be rare in the class of organic materials. Public Library of Science 2017-02-09 /pmc/articles/PMC5300202/ /pubmed/28182744 http://dx.doi.org/10.1371/journal.pone.0171501 Text en © 2017 Borysov et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Borysov, Stanislav S.
Geilhufe, R. Matthias
Balatsky, Alexander V.
Organic materials database: An open-access online database for data mining
title Organic materials database: An open-access online database for data mining
title_full Organic materials database: An open-access online database for data mining
title_fullStr Organic materials database: An open-access online database for data mining
title_full_unstemmed Organic materials database: An open-access online database for data mining
title_short Organic materials database: An open-access online database for data mining
title_sort organic materials database: an open-access online database for data mining
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5300202/
https://www.ncbi.nlm.nih.gov/pubmed/28182744
http://dx.doi.org/10.1371/journal.pone.0171501
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