journal article·2026-05-08Open access

Unified Understanding of Water Transport in Graphene Oxide-Modified Membranes for High-Flux and High-Selectivity Desalination Membranes

Yan A. S. da Campo, Ezequiel Lorenzett, Paulo A. Netz, Marcelo L. Pereira Junior, Claudia K. B. de Vasconcelos, Glaura G. Silva, Marcia C. Barbosa, Mateus H. Köhler

ACS Applied Nano Materials· Volume 9· Issue 18

Abstract

High Resolution Image Download MS PowerPoint Slide Understanding the mechanisms governing water transport in graphene oxide (GO) membranes remains a central challenge in the development of next-generation desalination materials. In this work, commercial polyamide reverse osmosis membranes were coated with GO using an in situ dynamic pressurization method, followed by a comprehensive characterization and performance evaluation. Experimentally, GO deposition altered surface morphology, reduced roughness, and increased hydraulic permeability by ∼25% while maintaining salt rejection above 90%. Raman spectroscopy confirmed the incorporation of GO, and AFM and SEM revealed smoothing of the ridge-and-valley structure characteristic of interfacially polymerized polyamide layers. To elucidate the molecular origins of these changes, we performed a systematic series of molecular dynamics (MD) simulations that isolate the effects of slit width, interlayer spacing, and commensurability in stacked GO galleries. The simulations demonstrate that enhanced permeability is linked to the formation of low-friction pathways, reduced hydrogen-bond (HB) structuring, and the emergence of preferential flow routes within GO nanochannels. High commensurability between adjacent slits increases dynamic coupling and suppresses bottlenecks, while geometric expansion of the channels accelerates water mobility without compromising ion exclusion. By integrating experimental observations with molecular-scale analysis, this study provides a unified mechanistic picture of water transport in GO-modified membranes. The synergy between surface smoothing, nanoscale alignment, and reduced interfacial friction explains the observed enhanced permeance and highlights how targeted control of GO morphology can be leveraged to optimize membrane performance. These findings establish a multiscale framework for the rational design of high-flux, high-selectivity desalination membranes based on graphene-derived materials.
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Research context

OpenAlex topics: Membrane Separation Technologies · Nanopore and Nanochannel Transport Studies · Membrane-based Ion Separation Techniques

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Departamento de Física

Universidade Federal de Santa Maria

Instituto de Química

Universidade Federal do Rio Grande do Sul

College of Technology, Department of Electrical Engineering

University of Brasília

Department of Materials Science and NanoEngineering

Rice University

CTNano-Centro de Tecnologia em Nanomateriais e Grafeno, Departamento de Química

Universidade Federal de Minas Gerais

Instituto de Física

Funding

Fundação de Apoio à Pesquisa do Distrito Federal · Conselho Nacional de Desenvolvimento Científico e Tecnológico · Coordenação de Aperfeiçoamento de Pessoal de Nível Superior

References (55)

Show source-provided references
1. 10.1038/ncomms1569710.1038/ncomms15697 ↗
2. 10.1126/sciadv.150032310.1126/sciadv.1500323 ↗
3. 10.1016/j.scitotenv.2018.12.07610.1016/j.scitotenv.2018.12.076 ↗
4. Uhlenbrook, S.; Connor, R. Others the United Nations World Water Development Report 2019: Leaving No One Behind ; UNESCO, 2019; Vol. 7, pp 1–201.
5. 10.1126/science.120048810.1126/science.1200488 ↗
6. 10.1038/srep2206910.1038/srep22069 ↗
7. 10.3390/membranes909011110.3390/membranes9090111 ↗
8. 10.1038/s41545-018-0004-z10.1038/s41545-018-0004-z ↗
9. 10.1038/ncomms961610.1038/ncomms9616 ↗
10. 10.1016/j.ces.2019.03.06210.1016/j.ces.2019.03.062 ↗
11. 10.1016/j.commatsci.2023.11230810.1016/j.commatsci.2023.112308 ↗
12. 10.1016/j.desal.2016.05.01710.1016/j.desal.2016.05.017 ↗
13. 10.1021/nl301285310.1021/nl3012853 ↗
14. 10.1021/am500777b10.1021/am500777b ↗
15. 10.1021/acsami.7b0530710.1021/acsami.7b05307 ↗
16. 10.1021/acs.jpcc.5c0873910.1021/acs.jpcc.5c08739 ↗
17. 10.1021/jp402141f10.1021/jp402141f ↗
18. 10.1063/5.003996310.1063/5.0039963 ↗
19. 10.1016/j.jwpe.2025.10906010.1016/j.jwpe.2025.109060 ↗
20. 10.1016/j.jclepro.2020.12052610.1016/j.jclepro.2020.120526 ↗
21. 10.1016/j.seppur.2020.11758610.1016/j.seppur.2020.117586 ↗
22. 10.1016/j.cpc.2021.10817110.1016/j.cpc.2021.108171 ↗
23. 10.1016/j.carbon.2017.01.09910.1016/j.carbon.2017.01.099 ↗
24. 10.1016/j.memsci.2019.11761110.1016/j.memsci.2019.117611 ↗
25. 10.1063/5.030281210.1063/5.0302812 ↗
26. 10.1016/j.apsusc.2017.09.07110.1016/j.apsusc.2017.09.071 ↗
27. 10.1021/j100308a03810.1021/j100308a038 ↗
28. 10.1016/0021-9991(77)90098-510.1016/0021-9991(77)90098-5 ↗
29. 10.1080/0026897840010120110.1080/00268978400101201 ↗
30. 10.1021/ez400135610.1021/ez4001356 ↗
31. 10.21577/0100-4042.2017020110.21577/0100-4042.20170201 ↗
32. 10.1021/ma000165s10.1021/ma000165s ↗
33. 10.1016/j.cej.2015.06.06310.1016/j.cej.2015.06.063 ↗
34. 10.1016/j.memsci.2013.06.00310.1016/j.memsci.2013.06.003 ↗
35. 10.1016/j.ces.2012.05.03310.1016/j.ces.2012.05.033 ↗
36. 10.53063/synsint.2021.11610.53063/synsint.2021.116 ↗
37. 10.1016/j.seppur.2018.08.07010.1016/j.seppur.2018.08.070 ↗
38. 10.1039/D1RA00278C10.1039/D1RA00278C ↗
39. 10.1021/acsapm.2c0009410.1021/acsapm.2c00094 ↗
40. 10.1063/1.501392610.1063/1.5013926 ↗
41. 10.1016/S0378-3812(01)00694-X10.1016/S0378-3812(01)00694-X ↗
42. 10.1039/D5NR00314H10.1039/D5NR00314H ↗
43. 10.1039/d3cp02967k10.1039/d3cp02967k ↗
44. 10.1126/science.121169410.1126/science.1211694 ↗
45. 10.1016/j.cocis.2010.10.00210.1016/j.cocis.2010.10.002 ↗
46. 10.1021/acs.jpcb.3c0310210.1021/acs.jpcb.3c03102 ↗
47. 10.1007/s12274-020-3173-210.1007/s12274-020-3173-2 ↗
48. 10.1021/jp067790510.1021/jp0677905 ↗
49. 10.1039/D3NA00948C10.1039/D3NA00948C ↗
50. 10.1063/1.274238510.1063/1.2742385 ↗
51. 10.1039/D0NR04912C10.1039/D0NR04912C ↗
52. 10.1021/ja073097z10.1021/ja073097z ↗
53. 10.1016/j.cplett.2021.13880810.1016/j.cplett.2021.138808 ↗
54. 10.1021/acsanm.1c0198210.1021/acsanm.1c01982 ↗
55. 10.1021/jp981034k10.1021/jp981034k ↗