Due to their high surface energy and surface area-to-volume ratio, nanoparticles tend to minimize their energy state by clustering together. This agglomeration can occur during synthesis, processing, or storage. Factors such as particle size, shape, and the nature of the surrounding medium can also play a role in the formation of agglomerates.