“…One is the need to seek other oxides like ZrO 2 to form a solid solution with In 2 O 3 ,− for stabilization and optimization of oxygen vacancies in In 2 O 3 . The other is the ability to load metals onto In 2 O 3 to form In 2 O 3 -supported metal catalysts. ,− The metal catalysts investigated thus far include palladium (Pd), ,− ,, platinum (Pt), ,− , nickel (Ni), ,− ruthenium (Ru), , rhodium (Rh), ,, gold (Au), ,, silver (Ag), , iridium (Ir), , and cobalt (Co). , Most of these metals are normally not active catalysts for CO 2 hydrogenation to methanol but are good for CO 2 methanation (CO 2 + 4H 2 ⇋ CH 4 + 2H 2 O, Δ H ° 298 K = −165.0 kJ/mol; Δ G ° 298 K = −113.5 kJ/mol) or for the reverse water gas shift reaction (RWGS; CO 2 + H 2 ⇋ CO + H 2 O, Δ H ° 298 K = +41.2 kJ/mol; Δ G ° 298 K = +28.6 kJ/mol). , The latter is also a competitive side reaction for CO 2 hydrogenation to methanol. Previous studies suggested that there is a strong interaction between In 2 O 3 and the metal; changing the electronic structure of the metal creates additional active metal/In 2 O 3 interfacial sites, making it become both highly active and selective toward CO 2 hydrogenation to methanol. ,, …”