No, duralumin does not consist of aluminum and copper.
Duralumin is an alloy made primarily of aluminum, with small amounts of copper, manganese, and sometimes a tiny amount of magnesium added. This combination of metals results in a material that is strong, lightweight, and resistant to corrosion.