From first principles to machine learning: accelerating the design and discovery of hybrid organic–inorganic perovskites

Forward and inverse design workflows for Hybrid organic–inorganic perovskite (HOIP) discovery. The two workflows traverse the structure–property mapping in opposite directions toward the same target properties.