The As seen in Figure , the obtained model correctly describes the conversion-selectivity profiles of CO2 hydrogenation as well as the distribution of the reaction products (alkanes, alkenes, and alcohols). The profiles of the reaction products and reagents at other reaction conditions are also correctly described (see the supplementary material, Figures ). Thus, the KCNODE was successfully applied for describing the kinetics of CO2 hydrogenation to hydrocarbons over Fe-based catalysts and was able to predict reactant consumption and products formation as well as the hydrocarbon (and alcohol) distribution.