There are several methods for synthesizing nanoscale catalysts, including chemical vapor deposition, sol-gel processes, hydrothermal synthesis, and physical methods such as ball milling. Each method has its advantages and limitations, and the choice of synthesis technique depends on the desired properties and applications of the catalyst.