The discovery of quantum materials, from unconventional superconductors to topological and correlated systems, has traditionally relied on a slow and fragmented loop between theory, computation, and experiment. Serendipity and brute force trial-and-error have played an important role in many important discoveries. In this talk, I will describe how Periodic Labs ...