Graphene oxide is an outstanding photocatalyst used in water splitting reaction. However, the oxidation–reduction state causes unstable photocatalytic efficiencies. Electronic structure calculations combined with nonadiabatic molecular dynamics (NAMD) are considered as an effective tool to decipher the catalytic nature in such materials, especially regarding their intrinsic electronic prop 
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