Density functional theory (DFT) and time-dependent DFT calculations have been performed on a set of 34 titanium dioxide clusters ((TiO2) n with n 125) to investigate structural and electronic properties of nanostructured TiO 2 (nano-TiO 2 ) materials. The investigated clusters include models of the three low-energy polymorphic forms of TiO 2 anatase, rutile, and brookite. A systematic comparison of clusters of increasing size show clear trends for emerging bulk properties in the investigated systems as the surface-to-bulk ratio changes from small clusters dominated by undercoordinated surface atoms to more realistic model nano-crystals with significant bulk components. Differences and similarities in terms of atomic coordination, structural stability, and electronic properties for the three different polymorphic forms of nano-TiO 2 are discussed. The calculations provide evidence for emerging polymorphism with increasing cluster sizes so that the different TiO 2 forms can be clearly distinguished based on structural characteristics associated with the local bonding environment of the constituent atoms.