Catalysts function by providing an alternative reaction pathway with a lower activation energy. At high temperatures, catalysts must maintain their structural integrity and activity. Materials like ceramics and metal oxides are commonly used due to their thermal stability. These catalysts are often supported on inert materials to enhance their surface area and durability.