“…On the contrary, using predictive models can reduce greatly the cost and time. In the previous studies, several methods for predicting the surface tension have been proposed, including the parachor method [3][4][5][6] and its derivatives, the corresponding-states principle [7][8][9], the Monte Carlo simulation [10,11], the perturbation theory [12,13], and gradient theory [14][15][16][17][18][19][20][21][22][23] to mention only a few. Besides, Zuo and Stenby developed the Linear Gradient Theory (LGT) [24] based on the gradient theory, simplifying the density gradient in a mixture as linear, thus reduced the calculation time without losing accuracy.…”