Dataset

HME21_validation



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Name HME21_validation
Extended ID HME21_validation_TakamotoShinagawaMotokiNakagoLiKurataWatanabeYayamaIriguchiAsanoOnoderaIshiiKudoOnoSawadaIshitaniOngYamaguchiKataokaHayashiCharoenphakdeeIbuka__DS_vf8hkwxhibio_0
Description The validation set from HME21. The high-temperature multi-element 2021 (HME21) dataset comprises approximately 25,000 configurations, including 37 elements, used in the training of a universal NNP called PreFerential Potential (PFP). The dataset specifically contains disordered and unstable structures, and structures that include irregular substitutions, as well as varied temperature and density.
Authors So Takamoto
Chikashi Shinagawa
Daisuke Motoki
Kosuke Nakago
Wenwen Li
Iori Kurata
Taku Watanabe
Yoshihiro Yayama
Hiroki Iriguchi
Yusuke Asano
Tasuku Onodera
Takafumi Ishii
Takao Kudo
Hideki Ono
Ryohto Sawada
Ryuichiro Ishitani
Marc Ong
Taiki Yamaguchi
Toshiki Kataoka
Akihide Hayashi
Nontawat Charoenphakdee
Takeshi Ibuka
Elements Ca (2.99%)
Cl (2.43%)
Cu (2.55%)
Ir (2.29%)
K (2.17%)
Li (2.38%)
Mg (2.52%)
O (5.21%)
Pt (1.94%)
S (2.77%)
Zn (2.75%)
Pb (2.87%)
Pd (2.82%)
Cr (2.31%)
H (2.09%)
Ti (2.89%)
Ba (2.78%)
Co (2.31%)
Fe (4.56%)
In (2.74%)
Mn (2.86%)
N (2.12%)
Na (2.39%)
P (2.25%)
Rh (2.69%)
V (3.09%)
Ag (2.63%)
Al (2.34%)
Au (3.15%)
Mo (3.21%)
Si (2.61%)
Ru (2.51%)
Sc (2.87%)
Sn (2.41%)
F (2.34%)
C (2.25%)
Ni (2.93%)
Number of Data Objects 2,498
Number of Configurations 2,498
Number of Atoms 69,420
Links https://doi.org/10.1038/s41467-022-30687-9
https://doi.org/10.6084/m9.figshare.19658538.v2
Configuration Sets by Name (None)
Configuration Sets by ID (None)
Data Objects
ColabFit ID DS_vf8hkwxhibio_0
Files colabfitspec.json

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