Show simple item record

dc.contributor.authorZhao, Jiuyang
dc.contributor.authorCole, Jacqui
dc.date.accessioned2022-05-09T09:11:49Z
dc.date.available2022-05-09T09:11:49Z
dc.date.issued2022-05-03
dc.date.submitted2021-05-03
dc.identifier.issn2052-4463
dc.identifier.others41597-022-01295-5
dc.identifier.other1295
dc.identifier.urihttps://www.repository.cam.ac.uk/handle/1810/336832
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.languageen
dc.publisherNature Publishing Group UK
dc.subjectData Descriptor
dc.subject/639/624/400
dc.subject/639/766/400
dc.subject/639/301/1019/1015
dc.subject/639/301/1019/385
dc.subjectdata-descriptor
dc.titleA database of refractive indices and dielectric constants auto-generated using ChemDataExtractor.
dc.typeArticle
dc.date.updated2022-05-09T09:11:49Z
prism.issueIdentifier1
prism.publicationNameSci Data
prism.volume9
dc.identifier.doi10.17863/CAM.84251
dcterms.dateAccepted2022-03-01
rioxxterms.versionofrecord10.1038/s41597-022-01295-5
rioxxterms.versionVoR
rioxxterms.licenseref.urihttp://creativecommons.org/licenses/by/4.0/
dc.contributor.orcidZhao, Jiuyang [0000-0002-2561-352X]
dc.contributor.orcidCole, Jacqui [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)


Files in this item

Thumbnail
Thumbnail
Thumbnail
Thumbnail

This item appears in the following Collection(s)

Show simple item record