Evidence map›Paper›PMID 41535298›Full record

ArticleNature communications2026

Antigravity confined interfacial self-assembly approach for the synthesis and characterization of nanofilms.

Zhaohui Zhou, Jinmei Lei, Zhaoyang Zhang, Yeyun Chen, Qun Zhang, Gen Li, Shijie Yu, Lu Han, Xuan Zhou, Yi Fan and 4 more

Abstract read
In one paragraph

Article in Nature communications, 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

14 authors.

Zhaohui Zhou *State Key Laboratory of Enhanced Oil and Gas Recovery (PetroChina Research Institute of Petroleum Exploration & Development), Beijing, China.
Jinmei Lei *State Key Laboratory of Physical Chemistry of Solid Surfaces, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, China.
Zhaoyang ZhangState Key Laboratory of Physical Chemistry of Solid Surfaces, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, China.
Yeyun ChenShanghai Innovation Institute, Institute of Artificial Intelligence, Xiamen University, Xiamen, China.
Qun ZhangState Key Laboratory of Enhanced Oil and Gas Recovery (PetroChina Research Institute of Petroleum Exploration & Development), Beijing, China.
Gen LiDepartment of Petroleum Engineering, Northeast Petroleum University, Daqing, China.
Shijie YuState Key Laboratory of Physical Chemistry of Solid Surfaces, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, China.
Lu HanState Key Laboratory of Enhanced Oil and Gas Recovery (PetroChina Research Institute of Petroleum Exploration & Development), Beijing, China.
Xuan ZhouState Key Laboratory of Physical Chemistry of Solid Surfaces, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, China.
Yi FanState Key Laboratory of Physical Chemistry of Solid Surfaces, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, China.ORCID http://orcid.org/0000-0003-0607-146X
Ninghong JiaState Key Laboratory of Enhanced Oil and Gas Recovery (PetroChina Research Institute of Petroleum Exploration & Development), Beijing, China.
Bo ZhangState Key Laboratory of Enhanced Oil and Gas Recovery (PetroChina Research Institute of Petroleum Exploration & Development), Beijing, China.
Weifeng LvState Key Laboratory of Enhanced Oil and Gas Recovery (PetroChina Research Institute of Petroleum Exploration & Development), Beijing, China. lweifeng@petrochina.com.cn.
Xu HouState Key Laboratory of Physical Chemistry of Solid Surfaces, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, China. houx@xmu.edu.cn.ORCID http://orcid.org/0000-0002-9615-9547

Funding

National Natural Science Foundation of China (National Science Foundation of China) 52025132, T2241022, 21621091, 22021001, 22121001, 52303350 and 52304027
6 · The paper itself

Abstract

Gravitationally induced stratification during self-assembly often leads to density-driven vertical segregation, resulting in an inherent density gradient that severely limits the synthesis of metastable nanofilms requiring inverted architectures. Here we show an antigravity confined interfacial self-assembly approach based on a liquid-liquid interface formed between hydrophilic and hydrophobic porous membranes, where capillary forces suppress gravitational effects to enable precise molecular organization. Experimental data, supported by quantum chemistry, density functional theory, and Fick's first law, demonstrate that capillary forces enhance local concentration and interaction probability, yielding highly ordered, stable nanofilms. Our approach achieves a 17-fold increase in film area than gravity-limited methods and a 109-fold improvement over unconfined techniques. These nanofilms exhibit the stability and mechanical property, showing promise for green enhanced oil recovery and multifunctional material development. Furthermore, our strategy offers a paradigm for nanofilm mechanical characterization, paving the way for future advances in the design and application of nanomaterials.

Identifiers

PMID41535298
PMCPMC12913642

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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.