Identifying hidden patterns often requires a combination of experimental techniques and computational methods. Techniques such as spectroscopy, microscopy, and kinetic studies can provide detailed information about the catalyst and reaction intermediates. Advanced computational tools, including machine learning and data mining, can analyze large datasets to uncover patterns that are not immediately apparent.