“…The catalytic hydrogenolysis of alkanes on transition-metal surfaces is used to decrease the chain length of n -alkanes and convert them into branched acyclic alkanes, which consequently increases the octane number of fuel. − Hydrogenolysis, however, is also considered an undesired side reaction in reforming and isomerization of petroleum refinery streams. − This reaction, furthermore, has been extensively studied for a range of cyclic and acyclic branched and nonbranched alkanes on Ir, Ru, Rh, and Pt supported catalysts varying in size. − Here, we use alkane hydrogenolysis as a probe reaction to demonstrate the rigorous determination of site requirements for a given surface reaction, expose artifacts associated with high coverage single crystal modelsproviding additional evidence for the utility of high-coverage nanoparticle modelsand therefore provide fundamental insights into modeling other reactions that occur on saturated surfaces, such as CO oxidation, ,,, NO reduction and oxidation, ,− ,, and C–O hydrogenolysis. ,− …”