Statistical Analysis of Droplet Epitaxal Nano-structure Growth Parameters - as Preliminary for Technological Support

A literature-based database has been investigated in order to establish strategic roadmap for nanostructure technology. Practically this is carried out by finding relationship between technology parameters and geometric properties of nanostructures produced by droplet epitaxial process. The crucial point is to deal with high-dimensionality of both technological and geometrical parameters of nanostructures. Principal component analysis and regression were used. Geometrical parameters were substituted with analytical fitting ones. Soft computing methods were also applied to find abovementioned relationships.