The integration of experimental, computational, and analytical tools is crucial for a comprehensive understanding of catalytic processes. For instance, DFT calculations can predict the most likely active sites on a catalyst, which can then be confirmed using TEM. Similarly, in situ spectroscopy can provide real-time data that can be validated and further explored using MD simulations.