Elucidating the Mechanisms of Ion Permeation through Sub-Nanometer Graphene Pores: Uncovering Free Energy Barriers via High-Throughput Molecular Simulations.

Andres F Ordorica, Peifu Cheng, Pavan Chaturvedi, Peter T Cummings, Piran R Kidambi

Abstract read

In one paragraph

Article in ACS nano, 2025. 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.

Molecular dynamics of electric field enhanced water permeation through N-doped graphene.Journal of molecular modeling · 2026
Article

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

5 authors.

Andres F OrdoricaDepartment of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, Tennessee 37212, United States.

Peifu ChengDepartment of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, Tennessee 37212, United States.ORCID 0000-0001-6010-6411

Pavan ChaturvediDepartment of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, Tennessee 37212, United States.

Peter T CummingsDepartment of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, Tennessee 37212, United States.ORCID 0000-0002-9766-2216

Piran R KidambiDepartment of Mechanical and Aerospace Engineering, University of Florida, Gainesville, Florida 32611, United States.ORCID 0000-0003-1546-5014

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Understanding ion transport through subnanometer graphene nanopores is critical for advancing nanoscale filtration technologies and uncovering the molecular mechanisms underlying selective ion permeation. Owing to their atomic thickness and tunable pore sizes, nanoporous graphene membranes serve as a model system for probing ion selectivity and hydration behavior under spatial confinement. This work investigates the transport of Na

Indexed as

constant potential methodgrapheneion selectivitymolecular dynamics simulationnanopores

Identifiers

PMID41105789

DOI10.1021/acsnano.5c13306

PMCPMC12752709

What OpenQuestion holds

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Read underepoch 390

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.