First-principles DFT methods complement the experimental study of the binary oxides V2O5-based nanostructures. We begin this chapter with a short discussion of the results of the corresponding bulk crystal and nanosheet property calculations. This information is important for understanding the structure and properties of binary oxide-based nanotubes and nanowires.