Hydrogenation catalysts are typically made of transition metals such as nickel, palladium, or platinum. These metals can adsorb hydrogen molecules, dissociate them into atoms, and facilitate their addition to unsaturated bonds in organic molecules. Support materials like alumina or silica are often used to disperse the metal particles and increase the catalyst's surface area and stability.