Evidence map›Paper›PMID 41696336›Full record

ArticleACS omega2026

Pore-Scale Wettability Alteration in Green Surfactant Flooding: A Lattice Boltzmann Study on Contact Angle Dynamics.

Renqiang Liu, Chengli Zhang, Huifen Xia, Wenguo Ma

Abstract read
In one paragraph

Article in ACS omega, 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

4 authors.

Renqiang LiuSchool of Petroleum Engineering, Northeast Petroleum University, Daqing 163318, China.ORCID https://orcid.org/0009-0003-0933-1690
Chengli ZhangSchool of Petroleum Engineering, Northeast Petroleum University, Daqing 163318, China.
Huifen XiaSchool of Petroleum Engineering, Northeast Petroleum University, Daqing 163318, China.
Wenguo MaSchool of Petroleum Engineering, Northeast Petroleum University, Daqing 163318, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Green surfactants not only enhance crude oil recovery but also provide considerable environmental benefits. Nonetheless, the mechanisms of dynamic interfacial evolution at the mesoscopic scale remain inadequately understood. This study proposes a multicomponent multiphase pseudopotential MRT model based on the lattice Boltzmann method for three-dimensional contact angle simulation. The model accuracy was validated through Laplace tests for interfacial tension and static contact angle calibration. Results demonstrate that the model satisfies numerical accuracy requirements while effectively capturing the dynamic evolution of contact angles. Using this model, the dynamic wetting behavior on oil-wet and water-wet surfaces was systematically investigated, enabling visual tracking and quantitative analysis of contact angle evolution. Furthermore, by quantifying the correlation among the parameters

Identifiers

PMID41696336
PMCPMC12902970

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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.