“…However, biomembrane systems, such as lipid bilayers, frequently exhibit poor mechanical properties, environmental stability, and working performance, thus failing to use efficient biomembranes to fabricate osmotic energy devices. Various biomimetic nanofluid material platforms, including membrane-based, − hydrogel-based, , and fiber-based − platforms, are currently studied, which involve homogeneous or blended zero–two-dimensional nanomaterials and three-dimensional polymer networks to construct nanostructures with customizable physical structure and chemical properties to enhance osmotic energy collection. Notably, for blended membranes coupled with polymers and functional nanomaterials (GO-SNF, , GO-ANF, GO/CNF, , MXene/CNF, and NB/ANF), the effect of nanomaterials on the charge density of the system and the geometric structure of the nanochannel has been widely investigated, and then the composition of fillers has substantially improved the ion-transport resistance and reduced the intrinsically high internal resistance of biomass materials .…”