Evidence map›Paper›PMID 42518404›Full record

ArticleACS omega2026

Selecting Stable Metal Oxide Nanoparticle Additives for Hydrocarbon Fuels through a Predictive Thermal Stability Phase Map.

Mehmet Selman Gökmen

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

1 author.

Mehmet Selman GökmenSeydişehir Vocational High School, Department of Motor Vehicles and Transportation Technologies, Necmettin Erbakan University, Konya 42090, Türkiye.ORCID https://orcid.org/0000-0001-5943-7504

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Metal oxide nanoparticles are widely investigated as fuel additives in internal combustion engines, where they can enhance combustion efficiency and reduce emissions; however, their practical use is fundamentally constrained by the colloidal instability of the resulting nanofuels, triggered by the drastic reduction in base fluid viscosity at elevated temperatures. This study presents a predictive framework that delineates the thermophysical kinetic stability boundaries for ten different metal oxide nanoparticles in hydrocarbon media (iso-octane and n-dodecane, representing gasoline and diesel surrogates), independent of chemical stabilization. While the analytical model covers a broad range of oxides, the theoretical stability boundaries were experimentally corroborated as an idealized baseline through dynamic light scattering (DLS) measurements using three representative nanoparticles (CeO

Identifiers

PMID42518404
PMCPMC13382718

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

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 Socratic graph.