Spectroscopic techniques like Raman spectroscopy and Infrared spectroscopy generate large datasets that contain information about the chemical states of catalysts. GMMs can be used to deconvolute these spectra into individual components, each representing different chemical species or environments. This helps in identifying the active sites and understanding the nature of the catalytic process at a molecular level.
