Published October 29, 2018 | Version 1.1
Dataset Open

HDF5 file containing JCAP images and absorption spectra for 179072 metal oxides

Creators

  • 1. ROR icon California Institute of Technology

Description

HDF5 file contains an optical image, absorption spectrum, and composition for 179072 different metal oxide samples, as well as additional "blank" samples that characterize the background/substrate signal. The 2 txt files contain indeces of arrays in the h5 file that were used as the test and train sets for 10.1039/C8SC03077D.

Other

Related Publication:

Machine learning of optical properties of materials - predicting spectra from images and images from spectra

Stein, Helge Caltech

Soedarmadji, Edwin Caltech

Newhouse, Paul Caltech

Guevarra, Dan Caltech

Gregoire, John Caltech

Chemical Science

2018-10-25

https://doi.org/10.1039/C8SC03077D

eng

Files

indeces_testset_C8SC03077D.txt

Files (1.7 GB)

Name Size
md5:e1d20cc9e3e799cbdeff4ea666c39a0a
1.7 GB Download
md5:34f2bcf81acee6dd7433636ec49a5b4d
401.0 kB Preview Download
md5:f61d89b59a5484638019e69b62aea559
935.1 kB Preview Download

Additional details

Identifiers

CALTECHDATA_ID
1103

Related works

Is supplement to
10.1039/C8SC03077D (DOI)

Funding

USDOE Office of Science (SC), Basic Energy Sciences (BES) (SC-22)
:unav DE-SC0004993