Evidence map›Paper›PMID 42819234›Full record

ArticleRSC advances2026

Bridging the permeability-selectivity gap: optimizing TFC membranes with graphene oxide, ZIF-8 MOF, and carbon nanotubes using Box-Behnken design, transport modeling, and CFD validation.

Mahmoud F Mubarak, Abeer El Shahawy, Mostafa Y Nassar, Elbadawy A Kamoun, Mohammed A Alkhalifah, Emad M Masoud

Abstract read
In one paragraph

Article in RSC advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Mahmoud F MubarakPetroleum Application Department, Egyptian Petroleum Research Institute Nasr City 11727 Cairo Egypt Fathy8753@epri.sci.eg.
Abeer El ShahawyDepartment of Civil Engineering, Environmental Engineering, Faculty of Engineering, Suez Canal University PO Box, 41522 Ismailia Egypt abeer_shahawi@eng.suez.edu.eg.ORCID https://orcid.org/0000-0003-2331-5040
Mostafa Y NassarDepartment of Chemistry, College of Science, King Faisal University Al-Ahsa 31982 Saudi Arabia mynassar@kfu.edu.sa ekamoun@kfu.edu.sa Malkalifah@kfu.edu.sa.ORCID https://orcid.org/0000-0002-5177-9777
Elbadawy A KamounDepartment of Chemistry, College of Science, King Faisal University Al-Ahsa 31982 Saudi Arabia mynassar@kfu.edu.sa ekamoun@kfu.edu.sa Malkalifah@kfu.edu.sa.
Mohammed A AlkhalifahDepartment of Chemistry, College of Science, King Faisal University Al-Ahsa 31982 Saudi Arabia mynassar@kfu.edu.sa ekamoun@kfu.edu.sa Malkalifah@kfu.edu.sa.
Emad M MasoudDepartment of Chemistry, Faculty of Science, Islamic University of Madinah Madinah 42351 Saudi Arabia emad.youssef@iu.edu.sa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

A novel thin-film composite (TFC) polyamide reverse osmosis membrane incorporating graphene oxide (GO), zeolitic imidazolate framework-8 (ZIF-8), and carboxylated carbon nanotubes (CNT-COOH) was fabricated by interfacial polymerization for brackish water desalination. Functionalized nanomaterials (0.05 wt% GO, 0.03 wt% ZIF-8, and 0.02 wt% CNT-COOH) were dispersed in the aqueous

Identifiers

PMID42819234
PMCPMC13625289

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.