Graphycal Abstract: The impact of doping graphene with metals like Cu, Al, and Mn on its adsorption strength for arsenic (As) was computationally explored for industrial wastewater treatment. The results show that doped graphene outperforms undoped graphene, suggesting that doping can enhance the adsorptive properties of graphene for As removal.