<p>This study explores the potential of SiO₂ and Al₂O₃ nanoparticles (NPs) to enhance oil recovery in carbonate reservoirs through a novel hybrid low salinity water flooding (LSWF) approach. By evaluating four injection fluids—deionized (DI) water/SiO₂, DI/Al₂O₃, low salinity water (LSW)/SiO₂, and LSW/Al₂O₃—this research systematically examines their effects on rock surface wettability and interfacial tension. The findings reveal a key finding: the LSW/NP flooding process effectively balances NP-induced plugging and rock dissolution, thereby maintaining the pore structure integrity of carbonate rocks. SiO₂ NPs demonstrated a unique ability to shift rock wettability from oil-wet to intermediate-wet conditions, while Al₂O₃ NPs exhibited superior interfacial activity, significantly reducing interfacial tension. Notably, hydrophobic Al₂O₃ NPs achieved the most substantial reduction in capillary pressure, facilitating an earlier breakthrough and enhanced oil displacement efficiency. Among all injection fluids, LSW/Al₂O₃ emerged as the optimal choice, delivering faster and more efficient oil recovery compared to DI/NP systems. This study is pivotal in demonstrating the combined effects of LSW and tailored NP properties, offering a effective approach for enhanced oil recovery (EOR) in carbonate reservoirs. The findings underscore the importance of selecting appropriate NPs to optimize hybrid LSWF processes and provide practical guidance for the design of next-generation EOR technologies.</p>