Evidence map›Paper›PMID 40659904›Full record

ArticleNature nanotechnology2025

Strain-induced crumpling of graphene oxide lamellas to achieve fast and selective transport of H

Pengxiang Zhang, Qian Wang, Yixin Zhang, Mo Lin, Xin Zhou, Ashish David, Andrey Ustyuzhanin, Musen Chen, Mikhail I Katsnelson, Maxim Trubyanov and 2 more

Abstract read
PubMed Publisher
In one paragraph

Article in Nature nanotechnology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Temperature-Dependent Swelling of Brodie Graphite Oxide in Liquid Primary Amides.The journal of physical chemistry. C, Nanomaterials and interfaces · 2026
    Article
  5. Review
  6. Article
  7. Review
  8. Sabatier principle in designing COScience advances · 2025
    Article
  9. 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

12 authors.

Pengxiang Zhang *Institute for Functional Intelligent Materials, National University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0000-0003-3761-6362
Qian Wang *Institute for Functional Intelligent Materials, National University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0009-0007-5250-9027
Yixin ZhangInstitute for Functional Intelligent Materials, National University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0009-0007-5036-1313
Mo LinInstitute for Functional Intelligent Materials, National University of Singapore, Singapore, Singapore.
Xin ZhouInstitute for Functional Intelligent Materials, National University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0000-0002-6431-731X
Ashish DavidMissouri University of Science and Technology, Rolla, MO, USA.ORCID http://orcid.org/0000-0003-3316-838X
Andrey UstyuzhaninInstitute for Functional Intelligent Materials, National University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0000-0001-7865-2357
Musen ChenInstitute for Functional Intelligent Materials, National University of Singapore, Singapore, Singapore.
Mikhail I KatsnelsonInstitute for Molecules and Materials, Radboud University, Nijmegen, the Netherlands.
Maxim TrubyanovInstitute for Functional Intelligent Materials, National University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0000-0001-6290-6201
Kostya S NovoselovInstitute for Functional Intelligent Materials, National University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0000-0003-4972-5371
Daria V AndreevaInstitute for Functional Intelligent Materials, National University of Singapore, Singapore, Singapore. daria@nus.edu.sg.ORCID http://orcid.org/0000-0003-0273-2064

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Graphene oxide (GO) membranes offer high selectivity and energy-efficient gas separation. However, their dense, layered structure and tortuous diffusion paths limit permeability, posing a barrier to industrial use. Here we present a method to enhance selectivity and permeability, maintaining the structural stability of such membranes. With an industrially friendly manufacturing method, we produce crumpled GO membranes with gas diffusion pathways controlled by a multidomain structure. These membranes achieve H

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What OpenQuestion holds

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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 OpenQuestion graph.