The response variable, Kd, was derived from the relationship Kd = Qe/Ce, where Qe represents the equilibrium adsorption capacity, and Ce is the equilibrium concentration of PFAS in the solution. Experimental data from the literature and synthetic data generated from isotherm models were used to populate the data matrix. The quadratic and higher-order polynomial regression RSM models are given as equations ( ) and (2).