“…In the equivalent circuit, R o is the ohmic resistance (total resistance of the electrolyte, separator, and electrical contacts), corresponding to the high-frequency intercept at Z' axis; R ct is the faradic charge-transfer resistance across the electrode/electrolyte interface, corresponding to the semicircle in the high-to-medium frequency region; Z W is the Warburg impedance related to ion diffusion in electrode, which is determined by the slope of the straight line at low-frequency region; and CPE is a constant phase element. [39,40] It is noted that the δ-MnO 2 /rGO electrode possesses much smaller R ct as compared to the δ-MnO 2 electrode, indicating a more efficient redox reaction in the 2D heterostructure. Moreover, the larger slope for the straight line of the δ-MnO 2 /rGO hybrid electrode suggests faster Zn 2+ ion diffusion in the hybrid electrode, agreeing well with the GITT results.…”