Evidence map›Paper›PMID 42077916›Full record

ArticleACS omega2026

Molecular Dynamics Simulation of Surface Properties in Styrene-Based Unsaturated Cardanol Sulfonate Surfactants.

Weiyang Liu, Congying Lu, Minjia Xia, Xin Zhao, Zuxi Zhang, Ruihong Huang, Fan Ling Xiao, Wei Ding

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

8 authors.

Weiyang LiuKey Laboratory of Enhanced Oil Recovery, Ministry of Education, College of Petroleum Engineering, Northeast Petroleum University, Daqing, Heilongjiang 163318, China.
Congying LuHeilongjiang Key Laboratory of Oilfield Applied Chemistry and Technology of Daqing Normal University, Daqing, Heilongjiang 163712, China.ORCID https://orcid.org/0000-0002-5277-2155
Minjia XiaHeilongjiang Key Laboratory of Oilfield Applied Chemistry and Technology of Daqing Normal University, Daqing, Heilongjiang 163712, China.ORCID https://orcid.org/0009-0005-7616-7821
Xin ZhaoExploration and Development Research Institute of Daqing Oilfield Recovery Research Room 2, Daqing, Heilongjiang 163712, China.
Zuxi ZhangNortheast Petroleum University, College of Chemistry and Chemical Engineering, Oil and Gas Chemical Technology Provincial Key Laboratory, Daqing, Heilongjiang 163318, China.
Ruihong HuangNortheast Petroleum University, College of Chemistry and Chemical Engineering, Oil and Gas Chemical Technology Provincial Key Laboratory, Daqing, Heilongjiang 163318, China.
Fan Ling XiaoNortheast Petroleum University, College of Chemistry and Chemical Engineering, Oil and Gas Chemical Technology Provincial Key Laboratory, Daqing, Heilongjiang 163318, China.
Wei DingNortheast Petroleum University, College of Chemistry and Chemical Engineering, Oil and Gas Chemical Technology Provincial Key Laboratory, Daqing, Heilongjiang 163318, China.ORCID https://orcid.org/0000-0002-3209-6890

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The effects of blending ratio and molecular structure on the interfacial properties of styrene-based unsaturated cashew phenol sulfonate surfactants were systematically studied by molecular dynamics simulation. The research findings demonstrated that the single-benzene-ring system, characterized by its flexible molecular configuration, is capable of achieving vertical adsorption arrangement at the interface, forming high-density molecular packing layers, establishing stable hydrogen-bond networks, and significantly reducing surface tension. In the blending system, a higher proportion of the single-benzene-ring component facilitates the attainment of the optimal equilibrium between flexible chain segments and rigid structures, thereby enhancing the molecular arrangement order and solvation at the interface and further improving the overall performance. The synergistic effect of the quantity of hydrogen bonds and molecular spatial order is a crucial factor in regulating interfacial stability. This study offers important theoretical foundations and methodological support for the molecular design and performance optimization of biobased surfactants.

Identifiers

PMID42077916
PMCPMC13129813

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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.