Maintaining colloidal stability is essential for ensuring the efficacy and safety of nanoparticle-based systems. For example, in drug delivery, unstable colloids can lead to aggregation, which can affect the bioavailability and therapeutic efficacy of the drug. In material sciences, aggregation can alter the optical, electrical, and mechanical properties of nanomaterials.