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. 2025 Jul 28;15:27372. doi: 10.1038/s41598-025-11383-2

Table 2.

Nanomaterials based thin film nanocomposite membranes performances.

Polymer Inorganic filler NP conc. (g) Water flux (LMH) Main finding Ref
PES TiO2 5.00 34.30 Internal concentration remains a challenge in FO process 28
PSf ZIF-8 0.2 1.39

NPs became larger after PSS coating

ZIF-8 particles lost their stability due to degradation and agglomeration in water during PSS coating

29
PSf CNT 0.01 37.00

Increasing NP concentration affects the interfacial polymerization process and change the selectivity of the membranes

Full-scale application is limited by high fabrication costs and environmental concerns

24,30,31
PSf SiO2 0.05 22.50 A critical need for optimizing the silica nanoparticle loading was required, overloading of silica was not advantageous for FO performance and even has the negative impact on the membrane properties 30,32
PES MAX phase 0.025 7.57 No significant change observed in the porosity of membrane when varying the MAX content. While a dramatic change was witnessed in the pore size when increasing the MAX phase content from 0.025 to 0.075 wt% 26
CA MXene 4.00 125.10

The development of more facile and efficient techniques for the large-scale production of MXene-membranes are required

Tuning the membrane characteristics, and applications in real conditions are the major challenges

27