“…Analysis of variance (ANOVA) was applied to determine the significance of each design model, independent variables, and their interactions (Valicherla et al, 2016). A strong correlation coefficient, high F ‐value, nonsignificant lack of fit, high adjusted and anticipated R , 2 and high acceptable precision were used to choose the best model for each response (Mukherjee & Plakogiannis, 2010; Shahba et al, 2022). Response surfaces were constructed using the obtained equations to aid in the selection of the optimized formulation based on PS, PDI, ZP, EE (GFT), DL (GFT), EE (SIM), and DL (SIM).…”