Achieving optimal dispersion is essential for maximizing the performance of nanomaterials in various applications, including medicine, electronics, energy, and coatings. Poor dispersion can lead to agglomeration, where nanoparticles clump together, reducing their effectiveness and potentially causing issues such as reduced thermal and electrical conductivity or compromised mechanical properties.