The synthesis of colloidal catalysts usually involves chemical methods such as reduction of metal salts, sol-gel processes, and thermal decomposition. These methods allow precise control over the size, shape, and composition of the nanoparticles. For instance, the Turkevich method is a widely used procedure for synthesizing gold nanoparticles by reducing gold chloride with sodium citrate.