The OpenCatalyst Project is a collaborative effort between Facebook AI Research (FAIR) and Carnegie Mellon University (CMU) aimed at leveraging machine learning to accelerate the discovery of new catalysts. Catalysts are substances that increase the rate of a chemical reaction without being consumed in the process. They are fundamental in various industrial processes, including energy storage, pharmaceuticals, and environmental protection.