Subsequent separation processes are needed after the pyrometallurgical treatment, with hydrometallurgical processes being preferred to recover these metals. Aluminum and lithium oxides typically become part of the slag and are not recovered. If aluminum is to be retrieved in its pure metallic form, the process must be conducted under vacuum conditions. Consequently, the output of this process comprises materials in the form of alloys, gases, and slag .