“…Mo-based heterogeneous catalysts have garnered significant attention in the oxidation of thiophenic sulfides. , While bulk molybdenum oxides have demonstrated unsatisfactory ODS catalytic activity, dispersing molybdenum oxides nanoparticles on appropriate supports, such as metal oxides, molecular sieves and carbon materials, has yielded a substantial enhancement in catalytic performance. , Carbon materials, particularly graphene and CNTs, are promising supports for Mo-based catalysts due to their large surface area and lipophilic properties, which facilitate optimal contact with SCC in the oil phase. , Moreover, heteroatom-doped carbon materials offer a unique electron-donating ability, which guarantees a constant electrons supply to the active sites . In fact, ODS reaction involves two different processes with changing time scales: (1) physicochemical processes around the catalyst (mass transfer) and (2) chemical process at the catalytic active sites. , Almost all previous strategies for elevating ODS performance have focused on increasing the lipophilic property to improve the mass transfer of SCC and modifying the electronic structure to create efficient active sites .…”