Evidence map›Paper›PMID 42052698›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Advanced Multiscale Modeling for Revealing Anomalous Fluid Transport Induced by Confinement Interfacial Layer Reconstruction in Sub-10 nm Space.

Xiang Zhang, Bing Wei, Jingyi Wang, Runnan Wu

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

4 authors.

Xiang ZhangState Key Laboratory of Oil and Gas Reservoir Geology and Exploitation, Southwest Petroleum University, Chengdu, China.
Bing WeiState Key Laboratory of Oil and Gas Reservoir Geology and Exploitation, Southwest Petroleum University, Chengdu, China.ORCID https://orcid.org/0000-0001-7075-8210
Jingyi WangCollege of Chemistry and Chemical Engineering, Southwest Petroleum University, Chengdu, China.
Runnan WuState Key Laboratory of Oil and Gas Reservoir Geology and Exploitation, Southwest Petroleum University, Chengdu, China.

Funding

China Postdoctoral Science Foundation 2024M751715National Key R&D Program of China 2023YFE0120700National Natural Science Foundation of China 22202161National Natural Science Foundation of China 52274041Sichuan Science Fund for Distinguished Young Scholars 2023NSFSC1954
6 · The paper itself

Abstract

Fluid transportation in nanoconfined space is crucial for comprehensively understanding the distinctive flows in nano-porous media, particularly in shale and tight reservoirs. Nanoscale confinement induces substantial deviations in fluid apparent viscosity from the bulk state. These discrepancies are significantly influenced by interfacial layer effects, which have been widely recognized as the dominant contributors to viscosity amplification. However, existing theoretical models fail to adequately quantify the interfacial layer characteristics for confined fluids with dimensions less than 100 nm. By integrating the insights from experimental studies and molecular dynamics simulations, we developed an advanced mathematical model to characterize the interfacial properties of fluids confined in channels below 10 nm. Upon incorporating specific channel material properties, temperature conditions, and fluid characteristics into this model, it enables characterization of both the interfacial layer thickness and viscosity. Notably, the molecular interaction coefficient in this model demonstrates a strong linear correlation with alkane chain length, showing minimal dependence on channel dimensions but high sensitivity to temperature. The interfacial layer exhibits a 6.89-fold enhancement in viscosity compared to the bulk state at the channel height of 70 nm, establishing it as the predominant determinant of the anomalous transportation of nanoconfined fluid.

Indexed as

apparent viscosityinterfacial layer modelintermolecular interactionsmolecular dynamicsnanoconfined space

Identifiers

PMID42052698
PMCPMC13335607

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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.