“…The Agrawal and Laverman 11 data for 10.8% CO 2 are also fairly good with 1.98 AAD% and 0.9449 R 2 while for 3% CO 2 the deviation is higher for higher temperatures. Le and Trebble 12 data are not in good agreement with the model, which is due to the inconsistency of the data highlighted by Riva et al 15 The statistical analysis of the model and experimental data in vapor-solid equilibrium is presented in Table 5. Figure 8 presents the quantitative analysis of the vapor phase and solid formation of CO 2 in the V-S region along with the validation using Pikaar et al 8 Here, the developed ANN model utilized Pikaar isotherm data at −63, −70, −80, −90, −100, and −120°C, which consisted of a total of 60 data points for training, testing, and validation.…”