The enhanced exchange-correlation energy in halogen decreases the bandgap and increases the PCE of perovskites.

Ge perovskites possess a similar absorption spectrum and carrier transport properties with Pb perovskites.

The theoretical PCE of Ge perovskites is close to that of Pb perovskites, and a little higher than Sn perovskites.