Evidence map›Paper›PMID 41484359›Full record

ArticleScientific reports2026

Synergistic mechanisms of plant derived silica nanoparticles, gemini surfactants and low salinity water in enhanced oil recovery.

Ali Yarahmadi, Ghasem Zargar, Siavash Ashoori, Abbas Khaksar Manshad

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

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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.

Ali YarahmadiDepartment of Petroleum Engineering, Ahwaz Faculty of Petroleum Engineering, Petroleum University of Technology, Ahwaz, Iran.
Ghasem ZargarDepartment of Petroleum Engineering, Ahwaz Faculty of Petroleum Engineering, Petroleum University of Technology, Ahwaz, Iran. ghasemzargar59@gmail.com.
Siavash AshooriDepartment of Petroleum Engineering, Ahwaz Faculty of Petroleum Engineering, Petroleum University of Technology, Ahwaz, Iran.
Abbas Khaksar ManshadDepartment of Petroleum Engineering, Abadan Faculty of Petroleum Engineering, Petroleum University of Technology (PUT), Abadan, Iran.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Carbonate reservoirs pose substantial challenges for enhanced oil recovery (EOR) due to their inherently oil-wet surfaces and complex brine-rock interactions, necessitating environmentally benign yet high-efficiency solutions. To address this, a mechanistically designed ternary nanofluid system was developed, integrating Equisetum-derived nanosilica (NS), a novel cationic gemini surfactant (GS), and sulfate-enriched low-salinity brine (Na₂SO₄) to achieve multi-scale interfacial modification. Experimental procedures included comprehensive physicochemical characterization of the components, zeta potential and adsorption analyses, interfacial tension (IFT) measurements, contact angle (CA) evaluation, and spontaneous imbibition tests under controlled salinity conditions. Zeta potential results showed tunable surface charge from approximately - 70 mV to + 30 mV through sulfate-mediated adsorption and double-layer compression. The optimized ternary formulation achieved ultralow IFT of 0.51 mN/m at 5500 ppm Na₂SO₄ and significant wettability alteration with CA reduction from 138° to 34° at 2000 ppm Na₂SO₄. Langmuir adsorption modeling confirmed cooperative binding between NS and T14S3, and spontaneous imbibition demonstrated that the 2000 ppm Na₂SO₄ blend recovered 25.4% of OOIP, over twice the baseline brine performance. These results confirm that wettability alteration becomes the dominant recovery mechanism once IFT reaches the sub-1 mN/m range. The integration of NS, bio-based polymers, and low critical micelle concentration (CMC) GSs offers a potentially scalable and environmentally conscious framework for EOR, aligning with principles of resource efficiency and long-term reservoir management.

Indexed as

EORGemni surfactantsGreen nanoparticlesIFT reductionWettability alteration

Identifiers

PMID41484359
PMCPMC12864747

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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.