It is certainly an advantage to solve the Schrödinger equation efficiently. But this requires some approximations. In turn, these may affect the prediction of material properties substantially.
Using these calculations as a start, to find promising materials can help speed up discoveries. It is then necessary to test the actual materials experimentally to understand the effects of the used approximations on the actual properties.