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

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