Developing a new catalyst typically involves several stages: theoretical modeling, synthesis, characterization, and performance testing. Theoretical modeling helps predict the properties of potential catalysts, while synthesis involves creating the catalyst material. Characterization techniques like X-ray diffraction and spectroscopy are used to analyze the catalyst's structure, and performance testing assesses its efficacy in catalyzing the desired reaction.