“…Dehydrocyclization reactions, a subset of dehydrogenation reactions that involve the further step of ring formation, are of high interest for the oil refining industry as a method to increase the octane number of fuels [18]. Dehydrocyclization requires high temperature (873 K for 1,3-pentadiene to cyclopentadiene [19]) or a catalyst, such as Ir or Ru complexes [20,21]; zeolite materials loaded with Co, Pt, Cu, Zn, Ga, or In metals [22][23][24]; or on Rh, Ir, Ni, Pd, Pt, Cu 3 Pt, or W carbide surfaces [25][26][27][28][29][30][31][32][33][34][35][36]. Most of the dehydrocyclization surface studies rely on surfaces that can catalyze the reaction at a temperature below thermal desorption [37][38][39].…”