Show simple item record

dc.contributor.authorZhao, Jiuyang
dc.contributor.authorCole, Jacqueline M
dc.date.accessioned2022-06-07T08:13:38Z
dc.date.available2022-06-07T08:13:38Z
dc.date.issued2022-05-03
dc.identifier.issn2052-4463
dc.identifier.other35504964
dc.identifier.otherPMC9065060
dc.identifier.urihttps://www.repository.cam.ac.uk/handle/1810/337797
dc.description.abstractThe 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.
dc.languageeng
dc.publisherSpringer Science and Business Media LLC
dc.rightsAttribution 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.sourcenlmid: 101640192
dc.sourceessn: 2052-4463
dc.titleA database of refractive indices and dielectric constants auto-generated using ChemDataExtractor.
dc.typeArticle
dc.date.updated2022-06-07T08:13:38Z
prism.issueIdentifier1
prism.publicationNameSci Data
prism.volume9
dc.identifier.doi10.17863/CAM.85206
dcterms.dateAccepted2022-03-01
rioxxterms.versionofrecord10.1038/s41597-022-01295-5
rioxxterms.versionVoR
rioxxterms.licenseref.urihttps://creativecommons.org/licenses/by/4.0/
dc.contributor.orcidZhao, Jiuyang [0000-0002-2561-352X]
dc.contributor.orcidCole, Jacqueline M [0000-0002-1552-8743]
dc.identifier.eissn2052-4463
pubs.funder-project-idChina Scholarship Council (CSC) (PhD studentship)
pubs.funder-project-idRoyal Academy of Engineering (RCSRF1819\7\10)
pubs.funder-project-idChina Scholarship Council (PhD studentship)
cam.issuedOnline2022-05-03


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record

Attribution 4.0 International
Except where otherwise noted, this item's licence is described as Attribution 4.0 International