Fast development of nanotechnologies requires a search of new methods of studying the structure and stability of nanomaterials with detailed investigation of their structural units. This book discusses molecular dynamics simulation of noncrystalline silicon and silicon dioxide clusters with the size of 60 up to 975 atoms.