Herein, a novel method was reported for the use of polyethersulfone (PES) membranes in catalytic reactions with an enhanced distribution and superior catalytic activity of palladium nanoparticles immobilized on the surface of the membranes. For this purpose, the surface of PES membrane was treated with plasma, and subsequently, the consequent oxygen-containing functional groups were reacted with APTES and 2-pyridinecarbaldehyde, respectively, to provide sites by which Pd could form complexes. The mean roughness as well as the surface and cross-sectional morphology were investigated using atomic force microscopy, scanning electron microscopy (SEM), and field-emission scanning electron microscopy (FESEM), respectively. Furthermore, SEM mapping was used to examine the palladium distribution on the surface of the membranes. Further characterizations of as-prepared Pd-loaded PES membranes conducted using EDX, ICP, and XRD analyses. The reduction of p-nitrophenol to p-aminophenol was also used as a model reaction to investigate the membranes' performance. The results, analyzed using UV-Vis instrument, demonstrated that the complete reduction of p-nitrophenol was achieved at a short time via Pd-chelated plasma-treated membrane. Furthermore, the rod-like and sphere-like structure of Pd was acquired as a result of palladium chelating with nitrogen-containing ligands, produced through the reaction between 2-pyridinecarbaldehyde and (3-Aminopropyl) triethoxysilane. It was observed that the rod-like structure of Pd exhibited a trivial catalytic activity in reduction of p-nitrophenol to p-aminophenol in contrast with the sphere-like structure, nonetheless. KEYWORDS catalytic reaction, chelating strategy, palladium nanoparticle, plasma treatment, polyethersulfone membrane 1 | INTRODUCTION Metal nanoparticles (MNPs) will play a focal role in the future of nanotechnology owing to their unexpected and unusual properties. 1 Metal nanoparticles represent different properties from bulk metals and possess much more applications arising from their individual physical and chemical properties. 2,3 Their high surface area to bulk ratio provides a special situation to make use of precious metals, such as platinum group metals, as catalysts in the nanoparticle form. 4-7 One of these metals is palladium which has recently displayed a rapid progress in the synthesis of organic materials. 8 Palladium shows a remarkably high potential for catalytic applications due to the formation of complexes, heterogeneous metal catalysts, and nanoparticles with ease. Even though selectivity, catalysis activity, etc, of metal nanocatalysts (catalysts based on nanoparticles) have been improved significantly, there are still innumerable problems, such as separation and reuse of these precious metals. 5,9 Therefore, the application of these nanocatalysts, eg, palladium, has been slightly limited. 9Maintaining high-catalytic activity under harsh conditions is considered as a big challenge for nanocatalysts without suitable support, commonly subject to change. 9...