The synthesis of core shell catalysts involves several methods, including co-precipitation, sol-gel techniques, chemical vapor deposition (CVD), and hydrothermal synthesis. The choice of method depends on the materials involved and the desired properties of the final catalyst. Each method has its advantages and limitations in terms of control over particle size, shell thickness, and uniformity.