This thesis investigated methanol synthesis via CO2 hydrogenation using two sets of catalysts. The first set consists of the traditional Cu/ZnO/Al catalysts and the second set involves In2O3 and ZrO2 catalysts. Concerning Cu/ZnO/Al, four samples were prepared via coprecipitation. The results showed that there is an optimum Al content (3.8 percent at.) for which a higher methanol formation rate is observed. The catalysts were characterized by N2 physisorption, titration with N2O, atomic absorption spectroscopy, ICP, XRD, XPS (CO2,NH3 and H2O)-TPD, CO2/H2-TPSR, TEM/HRTEM/EDS. A correlation was observed between the rate of methanol formation and the amount of surface oxygen vacancies on the catalyst. It was found that Al acts as a promoter in the generation of oxygen vacancies. Regarding the In2O3 systems, a screening was carried out and nine catalysts were selected. These solids were characterized using the following techniques: XRD, NH3- TPD, CO2-TPD, TPR-H2 and CO2/H2-TPSR. A classical molecular dynamics study was carried out investigating the effects of doping In2O3 and the interaction between In2O3 and ZrO2 and relating the results to the performance of the catalysts. The best catalytic performance was obtained for the new 0,6Pt-In2O3+6ZnZrO2 catalyst, and this performance was associated with the presence of vacancies. In addition, molecular dynamics calculations showed that both the physical mixture and the doping of In2O3 can promote the mobility of oxygen in the oxide lattice, facilitating the formation of oxygen vacancies. Thus, the two sets of catalysts studied show that oxygen vacancies play a central role in the formation of methanol from the hydrogenation of CO2. The information generated in this work will contribute to the development of promising catalysts for the future industrial exploitation of methanol generation from CO2.