Though viewed as the ultimate aim of the materials community, inverse design is still a long way off. Solid-state materials design has always been driven by experimental study and scientific intuition. The traditional materials discovery process involves "trial-and-error" experimentation, which, given the vastness of the materials space, is not feasible if one wants to look for novel structures with specific properties rapidly.