Nanoparticle chips are composed of nanoparticles embedded on a substrate. These nanoparticles can be made from metals, oxides, or other compounds, and their nanoscale dimensions provide unique catalytic properties. The chips are designed to maximize the exposure of active sites, thus increasing the reaction rates.