“…[12][13][14][15] One example of such lattice with geometrical frustration is the Hollandite lattice, 16,17 which is the crystal structure of some transition metal oxides as in the case of α-MnO 2 . 16,18,19 This manganese oxide has recently attracted considerable attention from both experimental and theoretical condensed matter research communities [20][21][22][23][24][25][26][27][28][29] because of its large number of applications as a catalyst for oxygen reduction reaction 30 , microbial fuel cells 31 , electrode materials for Li-ion batteries 32 , lithium-air batteries 29,[33][34][35][36] and in supercapacitors 37 , etc.. Hollandite-type compounds display pores with a diameter of ∼4.6 Å, (see Fig.1(a)). These large channels can accommodate cations such as K + , Na + , and Ba 2+ , leading to non-stoichiometric compounds such as K 1.5 19 The presence of these impurities makes it hard to determine their composition, in particular the water content.…”