template for the star array. Gold was then deposited onto the sample with a metal evaporator filling the voids created during electron beam lithography to form the gold stars. The samples were then analyzed for any changes in surface characteristics after being etched using atomic force microscopy, scanning electron microscopy and energy dispersive spectroscopy techniques. Scanning electron microscopy and energy dispersive results show that the gold stars remained intact on the substrate surface. There was no significant change in surface conditions between etched and unetched samples, indicating that the presence of gold did not enhance the etching of the gallium arsenide. Analysis with atomic force microscopy gave results that led to the same conclusion. The atomic force microscopy results did show that the surface was etched. Unetched samples had a relatively smooth surface while the etched samples exhibited a rough surface characteristic of etching. Through this research using these methods it was shown that gold does not influence the etching of gallium arsenide in chlorine plasma.