Table 1 Datasets used in this work.

From: Improving deep learning model performance under parametric constraints for materials informatics applications

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)