Evidence map›Paper›PMID 41900672›Full record

ArticleMaterials (Basel, Switzerland)2026

Demulsification of Fluids Produced from Polymer Flooding in Oilfields: A Molecular Dynamics Simulation Study.

Qian Huang, Zhe Shen, Yuxin Xie, Lingyan Mu, Xueyuan Long, Jiang Meng, Xicheng Zhang, Ruilin Wang

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 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

8 authors.

Qian HuangSchool of Petroleum Engineering, Chongqing University of Science and Technology, Chongqing 401331, China.
Zhe ShenSchool of Petroleum Engineering, Chongqing University of Science and Technology, Chongqing 401331, China.
Yuxin XieSchool of Petroleum Engineering, Chongqing University of Science and Technology, Chongqing 401331, China.
Lingyan MuNan'an Branch, Chongqing Gas Group Co., Ltd., Chongqing 400060, China.
Xueyuan LongSchool of Safety Science and Engineering, Chongqing University of Science and Technology, Chongqing 401331, China.
Jiang MengSchool of Petroleum Engineering, Chongqing University of Science and Technology, Chongqing 401331, China.
Xicheng ZhangSchool of Petroleum Engineering, Chongqing University of Science and Technology, Chongqing 401331, China.
Ruilin WangSchool of Petroleum Engineering, Chongqing University of Science and Technology, Chongqing 401331, China.

Funding

National Natural Science Foundation of China 51904051National Natural Science Foundation of China 52302402Natural Science Foundation of Chongqing CSTB2024NSCQ-MSX1103
6 · The paper itself

Abstract

In this study, a combined approach of molecular dynamics (MD) simulations and experimental bottle tests was employed to systematically investigate the demulsification performance and underlying mechanisms of two distinct demulsifiers-Demulsifier X (SP/BP series and alcohol-initiated polyethers) and Demulsifier Y (AP/AE series and amine-initiated polyethers)-targeting polymer-containing oil-in-water (O/W) emulsions derived from heavy oil polymer flooding. Molecular models for heavy oil, saline water, partially hydrolyzed polyacrylamide (HPAM), and demulsifiers were constructed using BIOVIA Materials Studio software. Their dynamic behaviors at the oil-water interface were simulated within three distinct saline systems containing NaCl, CaCl

Indexed as

interfacial behaviormolecular dynamics simulationpolyether demulsifierpolymer flooding

Identifiers

PMID41900672
PMCPMC13027898

What OpenQuestion holds

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LicenceCC BY
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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.