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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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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. |
format | Online Article Text |
id | pubmed-5300202 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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