Evidence map›Paper›PMID 41701372›Full record

ArticleJournal of molecular modeling2026

Molecular dynamics of electric field enhanced water permeation through N-doped graphene.

Nour El Haq El Macouti, Mohamed El Bouanounou, Abdelmajid Assila, El-Kebir Hlil, Yahia Boughaleb, Abdelowahed Hajjaji, Said Laasri

Abstract read
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Article in Journal of molecular modeling, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

7 authors.

Nour El Haq El MacoutiEnergy Science Engineering Lab, Chouaib Doukkali University of El Jadida, National School of Applied Sciences, El Jadida, Morocco. elmacouti.nourelhaq@ucd.ac.ma.
Mohamed El BouanounouEnergy Science Engineering Lab, Chouaib Doukkali University of El Jadida, National School of Applied Sciences, El Jadida, Morocco.
Abdelmajid AssilaEnergy Science Engineering Lab, Chouaib Doukkali University of El Jadida, National School of Applied Sciences, El Jadida, Morocco.
El-Kebir HlilInstitut Néel, CNRS, Université J. Fourier, B. P. 166, 38042, Grenoble, France.
Yahia BoughalebEnergy Science Engineering Lab, Chouaib Doukkali University of El Jadida, National School of Applied Sciences, El Jadida, Morocco.
Abdelowahed HajjajiEnergy Science Engineering Lab, Chouaib Doukkali University of El Jadida, National School of Applied Sciences, El Jadida, Morocco.
Said LaasriEnergy Science Engineering Lab, Chouaib Doukkali University of El Jadida, National School of Applied Sciences, El Jadida, Morocco.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

contextNanoporous graphene has emerged as a promising platform for desalination because its atomic thickness and tunable pore chemistry can, in principle, overcome the conventional permeability-selectivity trade-off of polymeric reverse osmosis membranes. Here, we investigate water and ion transport through a single-layer pyridinic-N-doped nanoporous graphene membrane containing sub-nanometer pores with an effective diameter of ~ 2.75 Å, separating a saline feed from a pure permeate reservoir under an axial electric field of 0.05 V Å⁻

methodsWe performed non‑equilibrium classical molecular dynamics simulations of a slit‑pore desalination cell containing a pyridinic‑N‑doped nanoporous graphene membrane, explicit water, and NaCl electrolyte. Water was represented by a rigid four‑site TIP4P‑family model, and Na⁺/Cl⁻ parameters were chosen to be compatible with this water model. The N‑doped graphene sheet, patterned with ~ 2.75 Å pores and decorated at the rims by pyridinic-N, was modeled using an AIREBO/REBO‑type potential for C-C and C-N bonding. Electrostatics were treated with a particle-particle particle-mesh (PPPM) method under three‑dimensional periodic boundary conditions and van der Waals interactions were described by Lennard-Jones potentials with Lorentz-Berthelot mixing and an appropriate real‑space cutoff. A uniform external electric field of 0.05 V Å⁻

Indexed as

DesalinationIon rejectionMolecular dynamicsNanoporous grapheneNitrogen dopingWater transport

Identifiers

What Socratic holds

Textmetadata
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Registered trials

None linked

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 Socratic graph.