A centralized data repository is a system where data is stored and managed in a single location. In the context of catalysis, it involves compiling all relevant data—such as experimental results, computational studies, and literature references—into one accessible database. This repository enables researchers to efficiently access and share information, thereby accelerating the pace of discovery and innovation.