Evidence map›Paper›PMID 42196358›Full record

ReviewInternational journal of molecular sciences2026

The Reinforcing Effect of Cluster Materials in the Combustion of Hydrocarbon Fuels.

Xiao Wang, Xiaogang Mu, Yue Zhang, Shenghui Wang, Rui Wang, Junda Wang

Abstract readReview
In one paragraph

Review in International journal of molecular sciences, 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

6 authors.

Xiao WangZhijian Lab, Rocket Force University of Engineering, Xi'an 710025, China.
Xiaogang MuZhijian Lab, Rocket Force University of Engineering, Xi'an 710025, China.
Yue ZhangZhijian Lab, Rocket Force University of Engineering, Xi'an 710025, China.
Shenghui WangZhijian Lab, Rocket Force University of Engineering, Xi'an 710025, China.ORCID 0009-0003-9658-2585
Rui WangZhijian Lab, Rocket Force University of Engineering, Xi'an 710025, China.
Junda WangZhijian Lab, Rocket Force University of Engineering, Xi'an 710025, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Hydrocarbon fuels are a vital component of the global energy supply, owing to their excellent energy density and high burnability. It has been demonstrated that the addition of atomically precise cluster materials to hydrocarbon fuels as additives is a promising approach to achieve breakthroughs in improving their combustion performance. Though cluster materials show great potential in boosting combustion performance, their large-scale synthesis, insufficient thermochemical stability, agglomeration and deactivation have constrained their practical applications. Hence, researchers have adopted strategies such as ligand-engineered stabilization, carrier-confined encapsulation, in situ synthesis and surface functionalization to enhance their stability and dispersion in complex combustion environments. Meanwhile, studies on the compatibility of cluster materials with hydrocarbon fuels have also played a crucial role in evaluating the engineering feasibility of cluster materials, including their dissolution and dispersion behavior, interfacial interactions, and long-term storage stability. With regard to performance enhancement, it has been demonstrated through numerous studies that the addition of clusters can have a massive impact on combustion efficiency, thermal stability and ignition performance. This article reviews the ways cluster materials can improve combustion performance via molecular design and synergistic effects, extending the existing research.

Indexed as

HydrocarbonsHydrocarbonscluster materialscluster stabilitycombustion enhancementfuel system compatibilityhydrocarbon fuel combustion

Identifiers

PMID42196358
PMCPMC13207971

What OpenQuestion holds

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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.