Organic–inorganic
hybrid materials (OIHMs), such as methylammonium
lead triiodide (MAPbI3), have a wide composition space
because of the various potential combinations of organic molecules
and inorganic cages. However, for unknown OHIMs, it is difficult to
predict what kind of crystal structure will be stable without any
experimental data. In this work, we report an efficient scheme for
predicting crystal structures and phase diagrams of MA–Pb–I
systems from first-principles calculations and genetic algorithms.
In our scheme, OIHMs are divided into organic molecules and inorganic
clusters. A pseudobinary phase diagram of MAI-PbI2 was
obtained by predicting structures at each composition. These results
indicated that only MAPbI3 and MA2PbI4 are stable phases, consistent with the experiments. In addition,
the electronic and optical properties of the predicted structures
were calculated and the solar cell performance was evaluated. Thus,
our method allowed us to search for unknown OIHMs without any experimental
data.