Table 3 Band gap predictions vs. experimental results vs. DFT calculations (eV). \(\alpha ,\gamma\) denotes cubic system and orthorhombic system, respectively.

From: A geometric-information-enhanced crystal graph network for predicting properties of materials

Formular

Prediction

Expt.

DFT40

\(\alpha -{{{{{\rm{C}}}}}}{{{{{{\rm{H}}}}}}}_{3}{{{{{\rm{N}}}}}}{{{{{{\rm{H}}}}}}}_{3}{{{{{\rm{PbC}}}}}}{{{{{{\rm{l}}}}}}}_{3}\)

3.133

2.88–3.1341,42,43

3.090

\(\alpha -{{{{{\rm{C}}}}}}{{{{{{\rm{H}}}}}}}_{3}{{{{{\rm{N}}}}}}{{{{{{\rm{H}}}}}}}_{3}{{{{{\rm{Pb}}}}}}{{{{{\rm{B}}}}}}{{{{{{\rm{r}}}}}}}_{3}\)

2.007

2.33–2.3541,43

2.400

\(\alpha -{{{{{\rm{C}}}}}}{{{{{{\rm{H}}}}}}}_{3}{{{{{\rm{N}}}}}}{{{{{{\rm{H}}}}}}}_{3}{{{{{\rm{Pb}}}}}}{{{{{{\rm{I}}}}}}}_{3}\)

1.662

1.60–1.6144,45,46,47,48

1.810

\(\gamma -{{{{{\rm{CsPb}}}}}}{{{{{{\rm{I}}}}}}}_{3}\)

2.180

1.74

2.000

\(\gamma -{{{{{\rm{CsSn}}}}}}{{{{{{\rm{I}}}}}}}_{3}\)

1.381

1.30

1.340