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Synthesis, optical imaging, and absorption spectroscopy data for 179072 metal oxides.

ABSTRACT: Optical absorption spectroscopy is an important materials characterization for applications such as solar energy generation. This data descriptor describes the to date (Dec 2018) largest publicly available curated materials science dataset for near infrared to near UV (UV-Vis) light absorbance, composition and processing properties of metal oxides. By supplying the complete synthesis and processing history of each of the 179072 samples from 99965 unique compositions we believe the dataset will enable the community to develop predictive models for materials, such as prediction of optical properties based on composition and processing, and ultimately serve as a benchmark dataset for continued integration of machine learning in materials science. The dataset is also a resource for identifying materials composition and synthesis to attain specific optical properties.

SUBMITTER: Stein HS

PROVIDER: S-EPMC6437643 | biostudies-literature | 2019 Mar

REPOSITORIES: biostudies-literature

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Synthesis, optical imaging, and absorption spectroscopy data for 179072 metal oxides.

Stein Helge S HS Soedarmadji Edwin E Newhouse Paul F PF Dan Guevarra Gregoire John M JM

Scientific data 20190327 1

Optical absorption spectroscopy is an important materials characterization for applications such as solar energy generation. This data descriptor describes the to date (Dec 2018) largest publicly available curated materials science dataset for near infrared to near UV (UV-Vis) light absorbance, composition and processing properties of metal oxides. By supplying the complete synthesis and processing history of each of the 179072 samples from 99965 unique compositions we believe the dataset will e ...[more]

PMID: 30918263

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