Nanoscale catalysts work by providing a surface where reactants can adsorb, react, and then desorb as products. The quantum effects at the nanoscale can also play a role, altering the electronic properties of the material and making it more reactive. The small size can lead to unique properties like plasmon resonance and enhanced catalytic activity.