To overcome some of its limitations and gain a more comprehensive understanding of catalysts, XRD is often combined with other techniques such as TEM (Transmission Electron Microscopy) for detailed imaging, XPS (X-ray Photoelectron Spectroscopy) for surface analysis, and BET analysis for surface area measurement. These complementary techniques provide a fuller picture of the catalyst's properties.