“…The objective is to understand, modify, and control the spin-density distributions in nanostructured graphene. Among the strategies for shaping graphene’s magnetic properties, doping with heteroatoms has emerged as a general method for tuning magnetic, electronic, optical, and transport properties [ 9 , 18 , 19 , 20 , 21 , 22 , 23 ]. Computational studies using density functional theory (DFT) revealed that doping GNRs with nitrogen, boron, or transition metal (TM) atoms at specific positions can induce thermodynamically stable ferromagnetic GNRs with spin-polarized edge carbons, depending on the edge geometry (zigzag or armchair), ribbon widths, location, and density of dopant atoms [ 9 , 20 , 21 , 24 , 25 , 26 , 27 ].…”