Several analytical techniques are used to study the electronic structure of catalysts. X-ray photoelectron spectroscopy (XPS) provides information on the oxidation states and electronic environment of elements. Nuclear magnetic resonance (NMR) spectroscopy is used to understand the local electronic environment. Additionally, UV-Vis spectroscopy can provide insights into the electronic transitions and band gaps.