“…Presently, metal sulfides, , metal nitrides, metal phosphides, , and other metal or alloy catalysts − have been widely explored in the HDO processes of biomass derivates. Especially, supported noble metals (e.g., Pt, Pd, and Ru) are found to exhibit good catalytic performance in the HDO reactions of guaiacol, vanillin, and other model compounds. , As a relatively cheap noble metal, Ru shows excellent catalytic HDO performance. , Apart from the active metals, catalyst supports are also crucial for modulating the HDO performance of supported metal catalysts . It was reported that the incompletely coordinated oxophilic Ti 4+ and Zr 4+ cations close to the periphery of active Pd particles were beneficial to the formation of benzene in the HDO of phenol .…”