We employed the boxplot for the relative errors between the surrogate predictions and the rigorous simulations for the three outputs -recovery of CO2, purity of CO2 in the product flow, and energy consumption of the system. As shown in Figure , all outputs can be well predicted with relative errors smaller than 5%.