Bimetallic catalysts can be prepared using various techniques, including co-precipitation, impregnation, and deposition-precipitation. Advanced methods such as atomic layer deposition and chemical vapor deposition are also employed to achieve precise control over the composition and structure of the bimetallic particles. The choice of method depends on the desired properties and the specific application.