Evidence map›Paper›PMID 42516737›Full record

ArticleFrontiers in chemistry2026

Photothermal conversion efficiency of saline nanofluids: coupled effects of Fe

Xiaojun Guo, Jia Liu, Zhiming Wu, Longjie Wang, Da Lin, Wenfeng Xiao, Xiao Song, Qianzhuo Zhu, Yuanrui Zhao, Yichuan Luo and 1 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Frontiers in chemistry, 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

11 authors.

Xiaojun GuoCollege of Mechanical and Electronic Engineering, Tarim University, Alar, China.
Jia LiuCollege of Mechanical and Electronic Engineering, Tarim University, Alar, China.
Zhiming WuCollege of Mechanical and Electronic Engineering, Tarim University, Alar, China.
Longjie WangCollege of Mechanical and Electronic Engineering, Tarim University, Alar, China.
Da LinCollege of Hydraulic and Architectural Engineering, Tarim University, Alar, China.
Wenfeng XiaoCollege of Hydraulic and Architectural Engineering, Tarim University, Alar, China.
Xiao SongCollege of Hydraulic and Architectural Engineering, Tarim University, Alar, China.
Qianzhuo ZhuCollege of Hydraulic and Architectural Engineering, Tarim University, Alar, China.
Yuanrui ZhaoCollege of Hydraulic and Architectural Engineering, Tarim University, Alar, China.
Yichuan LuoCollege of Hydraulic and Architectural Engineering, Tarim University, Alar, China.
Zhuangzhuang JiaCollege of Hydraulic and Architectural Engineering, Tarim University, Alar, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Nanofluids have shown great potential for enhancing solar photothermal conversion efficiency, yet most studies have focused on pure-water-based systems, and the coupled effects of nanoparticle mass fraction and salinity remain poorly understood. In this work, Fe

Indexed as

Fe3O4 nanoparticlesphotothermal conversionrandom forest regressionresponse surface methodologysaline nanofluid

Identifiers

PMID42516737
PMCPMC13402542

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.