Common dopant materials include transition metals, rare earth elements, and non-metals. For instance, doping with metals like palladium or platinum can enhance the catalytic activity of metal oxides. Rare earth elements such as cerium and lanthanum are often used to improve the thermal stability and oxygen storage capacity of catalysts. Non-metals like nitrogen or sulfur can be used to modify the electronic properties of carbon-based catalysts.