Refinery catalysts are specialized materials used in the petroleum refining process to accelerate chemical reactions and enhance the efficiency of converting crude oil into valuable products like gasoline, diesel, and jet fuel. These catalysts are crucial in optimizing process conditions, improving yield, and reducing unwanted by-products.