Catalytic reforming is a chemical process used in petroleum refineries to convert low-octane naphthas into high-octane reformate, a crucial component of gasoline. This process enhances the octane rating of fuels while producing hydrogen as a valuable byproduct, using a catalyst and high temperatures to facilitate the rearrangement of hydrocarbon molecules.