Supported noble metals refer to noble metal catalysts that are dispersed on a support material. Noble metals such as platinum, palladium, rhodium, and gold are often used due to their excellent catalytic properties. The support material, typically oxides like alumina, silica, and titania, helps to increase the surface area and stabilize the metal particles, enhancing their catalytic efficiency.