Published October 29, 2018 | Version 1.1
Dataset Open

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

Gregoire, John1 ORCID icon
Stein, Helge1
Soedarmadji, Edwin1
Newhouse, Paul1
Guevarra, Dan1
  • 1. ROR icon California Institute of Technology

Citation

Gregoire, J., Stein, H., Soedarmadji, E., Newhouse, P., & Guevarra, D. (2018). HDF5 file containing JCAP images and absorption spectra for 179072 metal oxides (1.1) [Data set]. CaltechDATA. https://doi.org/10.22002/D1.1103

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.

Files

indeces_testset_C8SC03077D.txt
Files (1.7 GB)
Name Size
dataset_comp_image_spectra.h5
md5:e1d20cc9e3e799cbdeff4ea666c39a0a
1.7 GB Download
indeces_testset_C8SC03077D.txt
md5:34f2bcf81acee6dd7433636ec49a5b4d
401.0 kB Preview Download
indeces_trainset_C8SC03077D.txt
md5:f61d89b59a5484638019e69b62aea559
935.1 kB Preview Download

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

Additional details

Identifiers Related works Funding
Created:
September 8, 2022
Modified:
November 23, 2022