The document discusses various processes for extracting aluminum and magnesium from their oxide ores. It describes the direct carbothermal reduction process for aluminum extraction, which involves reacting alumina with carbon to form aluminum oxide and aluminum carbide, then transferring the liquid mixture to a lower zone for aluminum extraction. For magnesium extraction, it discusses the Mintek Thermal Magnesium Process, which operates at atmospheric pressure and 1600-1800°C in an AC submerged arc furnace. It also describes a multi-step solid oxide membrane process for magnesium involving electrolysis between 1150-1300°C and condensing magnesium vapor. The document concludes that direct carbothermal and solid oxide membrane processes can reduce energy requirements for aluminum and magnesium extraction compared to