High-precision separation is critically important in a wide range of fields including water treatment, chemical processing, and energy systems. However, conventional polymeric nanofiltration membranes are still constrained by the inherent trade-off between selectivity and permeability. In this work, we present a two-step strategy for fabricating a mixed-matrix nanofiltration membrane that simultaneously achieves high flux and high selectivity. First, hydrophilic graphene oxide (GO) nanosheets were uniformly incorporated in situ into a poly(ether sulfone) (PES) ultrafiltration membrane via non-solvent-induced phase separation. The resulting membrane was then subjected to thermal annealing near its glass-transition temperature to activate segmental chain motion and induce controlled pore narrowing, thereby enabling efficient molecular sieving. Detailed studies on the thermal annealing process have shown that, compared with PES ultrafiltration (PES-UF) membranes, the introduction of GO nanosheets can increase the internal heat conduction rate of the membrane, enable the molecular chains to respond rapidly, and effectively reduce the shrinkage cavity temperature and time. In addition, the abundant oxygen-containing groups on the surface of GO nanosheets increase the hydrophilicity of the membrane and enhance its water permeability. As expected, the membrane obtained (PES-GO-NF membrane) has a high rejection for both organic molecules with a molecular weight of approximately 600 Da and salt ions, while maintaining a water permeability of 14.5 L m−2 h−1 bar−1, which is 1.7 times higher than that of the pristine PES nanofiltration (PES-NF) membrane. This work provides a new path for the preparation of high-performance separation membranes.
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