“…For example, self-assembled monolayers (SAMs) deposited from various precursors, such as thiols or amines, have been used to crowd the surface of metal catalyst particles in order to improve reactivity through steric and/or electronic effects. ,, Additionally, it has been shown that modifiers can be specifically designed to take advantage of π–π interactions between an aromatic reactant and modifier, leading to significantly higher yield in the selective hydrogenation of cinnamaldehyde . More recent work has explored the use of phosphonic acids (PAs) as surface modifiers, which typically deposit onto metal oxide catalysts and supports. − These studies have found that PA modifiers can enhance catalyst behavior by providing steric effects, improving catalyst stability, introducing additional active sites, or promoting the adsorption and subsequent reaction of an adsorbate. ,− Moreover, organic PA modifiers have been shown to be surprisingly stable (to >300 °C) under high-temperature hydrogenation conditions . They are also stable under hydrothermal conditions, though oxidizing conditions are known to degrade the organic ligands at temperatures near 200 °C. , …”