A dispersant is commonly understood as an additive that prevents aggregation and promotes even particle dispersion and plays a critical role across a wide range of industries. From applications in coatings and pigments to advanced drug delivery systems and petroleum engineering, dispersants support long-term stability and performance of mixtures. A