Table 1 Datasets used in this work.
Dataset | Data size | List of properties |
---|---|---|
OQMD15 | 345,134 | Formation energy (eV/atom), band gap (eV), stability (eV/atom), volume (A\(_3\)/atom) |
AFLOWLIB50 | 234,299 | Formation energy (eV/atom), density (grams/cm\(_3\)), volume (A\(_3\)/atom), band gap (eV) |
MP14 | 89,181 | Formation energy (eV/atom), band gap (eV), density (grams/cm\(_3\)), volume (A\(_3\)/lattice) |
JARVIS17 | 19,994 | Formation energy (eV/atom), gap OPT (eV), bulk modulus (GPa), shear modulus (GPa), gap TBMBJ (eV) |
Kingsbury experimental formation enthalpy (KEFE)51 | 2135 | Formation energy (eV/atom) |
Kingsbury experimental band gap (KEBG)51 | 4604 | Band gap (eV) |