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The ordered mesoporous Pd-Fe bimetallic nanoparticles immobilized on the reduced graphene oxide(Pd-Fe/rGO nanocomposites)were used in the present study for the decolorization of toxic brilliant green(BG)dye in aqueous phase.The decolorization process was modeled and optimized by artificial intelligence(AI)technologies that may revolutionize the human society.