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A database of refractive indices and dielectric constants auto-generated using ChemDataExtractor

The ability to auto-generate databases of optical properties holds great potential for advancing optical research, especially with regards to the data-driven discovery of optical materials. An optical property database of refractive indices and dielectric constants is presented, which comprises a to...

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Detalles Bibliográficos
Autores principales: Zhao, Jiuyang, Cole, Jacqueline M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9065060/
https://www.ncbi.nlm.nih.gov/pubmed/35504964
http://dx.doi.org/10.1038/s41597-022-01295-5
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author Zhao, Jiuyang
Cole, Jacqueline M.
author_facet Zhao, Jiuyang
Cole, Jacqueline M.
author_sort Zhao, Jiuyang
collection PubMed
description The ability to auto-generate databases of optical properties holds great potential for advancing optical research, especially with regards to the data-driven discovery of optical materials. An optical property database of refractive indices and dielectric constants is presented, which comprises a total of 49,076 refractive index and 60,804 dielectric constant data records on 11,054 unique chemicals. The database was auto-generated using the state-of-the-art natural language processing software, ChemDataExtractor, using a corpus of 388,461 scientific papers. The data repository offers a representative overview of the information on linear optical properties that resides in scientific papers from the past 30 years. Public availability of these data will enable a quick search for the optical property of certain materials. The large size of this repository will accelerate data-driven research on the design and prediction of optical materials and their properties. To the best of our knowledge, this is the first auto-generated database of optical properties from a large number of scientific papers. We provide a web interface to aid the use of our database.
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spelling pubmed-90650602022-05-04 A database of refractive indices and dielectric constants auto-generated using ChemDataExtractor Zhao, Jiuyang Cole, Jacqueline M. Sci Data Data Descriptor The ability to auto-generate databases of optical properties holds great potential for advancing optical research, especially with regards to the data-driven discovery of optical materials. An optical property database of refractive indices and dielectric constants is presented, which comprises a total of 49,076 refractive index and 60,804 dielectric constant data records on 11,054 unique chemicals. The database was auto-generated using the state-of-the-art natural language processing software, ChemDataExtractor, using a corpus of 388,461 scientific papers. The data repository offers a representative overview of the information on linear optical properties that resides in scientific papers from the past 30 years. Public availability of these data will enable a quick search for the optical property of certain materials. The large size of this repository will accelerate data-driven research on the design and prediction of optical materials and their properties. To the best of our knowledge, this is the first auto-generated database of optical properties from a large number of scientific papers. We provide a web interface to aid the use of our database. Nature Publishing Group UK 2022-05-03 /pmc/articles/PMC9065060/ /pubmed/35504964 http://dx.doi.org/10.1038/s41597-022-01295-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Data Descriptor
Zhao, Jiuyang
Cole, Jacqueline M.
A database of refractive indices and dielectric constants auto-generated using ChemDataExtractor
title A database of refractive indices and dielectric constants auto-generated using ChemDataExtractor
title_full A database of refractive indices and dielectric constants auto-generated using ChemDataExtractor
title_fullStr A database of refractive indices and dielectric constants auto-generated using ChemDataExtractor
title_full_unstemmed A database of refractive indices and dielectric constants auto-generated using ChemDataExtractor
title_short A database of refractive indices and dielectric constants auto-generated using ChemDataExtractor
title_sort database of refractive indices and dielectric constants auto-generated using chemdataextractor
topic Data Descriptor
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9065060/
https://www.ncbi.nlm.nih.gov/pubmed/35504964
http://dx.doi.org/10.1038/s41597-022-01295-5
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