This study investigates the significant enhancement in photocatalytic performance achieved by modifying Fe₃O₄ nanoparticles with single-walled carbon nanotubes (SWCNTs). The combination of these two materials creates a synergistic influence, leading to improved charge separation and transfer. SWCNTs act as efficient electron acceptors, minimizi