Dataset

Carolina_Materials




Species content of dataset


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Name :
Carolina_Materials
ColabFit ID :
Description :
Carolina Materials contains structures used to train several machine learning models for the efficient generation of hypothetical inorganic materials. The database is built using structures from OQMD, Materials Project and ICSD, as well as ML generated structures validated by DFT.
Authors :
Yong Zhao, Mohammed Al-Fahdi, Ming Hu, Edirisuriya M. D. Siriwardane, Yuqi Song, Alireza Nasiri, Jianjun Hu
DOI :
10.60732/f2f98394 https://commons.datacite.org/doi.org/10.60732/f2f98394 https://doi.datacite.org/dois/10.60732%2Ff2f98394 https://doi.org/10.60732/f2f98394 Cite as: Zhao, Y., Al-Fahdi, M., Hu, M., Siriwardane, E. M. D., Song, Y., Nasiri, A., and Hu, J. "Carolina Materials." ColabFit, 2023. https://doi.org/10.60732/f2f98394.
For other citation formats, see the DataCite Fabrica page for this dataset.
Num. Configurations :
214,267
Num. Atoms :
3,168,298
Downloads :
49
Calculated Property Types :
cauchy_stress formation_energy
Elements :
Ag (0.85%) Al (1.59%) As (1.62%) Au (1.24%) B (1.74%) Ba (0.48%) Be (1.88%) Bi (0.87%) Br (2.2%) C (1.53%) Ca (0.74%) Cd (1.0%) Cl (2.32%) Co (1.45%) Cr (1.6%) Cs (0.44%) Cu (1.27%) F (2.64%) Fe (1.81%) Ga (1.47%) Ge (1.34%) H (7.54%) Hf (0.97%) Hg (0.98%) I (1.89%) In (1.04%) Ir (1.41%) K (1.51%) Li (1.91%) Mg (1.17%) Mn (1.41%) Mo (1.16%) N (1.79%) Na (2.25%) Nb (2.06%) Ni (1.65%) O (2.52%) Os (1.3%) P (1.93%) Pb (0.62%) Pd (1.2%) Po (0.01%) Pt (1.32%) Rb (0.59%) Re (1.37%) Rh (1.55%) Ru (1.37%) S (2.44%) Sb (1.33%) Sc (1.12%) Se (1.46%) Si (4.39%) Sn (1.07%) Sr (0.54%) Ta (1.12%) Tc (1.44%) Te (1.71%) Ti (3.15%) Tl (0.61%) V (2.32%) W (1.36%) Y (0.89%) Zn (1.25%) Zr (1.22%)
Methods :
DFT-PBE
Software :
VASP
Configuration Sets by Name :
Configuration Sets by ID :

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