The characterization of catalysts involves a range of techniques to understand their physical and chemical properties. Common methods include X-ray diffraction (XRD) for structural analysis, scanning electron microscopy (SEM) for surface morphology, and Fourier-transform infrared spectroscopy (FTIR) for identifying chemical bonds and functional groups.