Evidence map›Paper›PMID 41622324›Full record

ArticleScientific reports2026

Remodelling hierarchical NiCo

Methawee Nukunudompanich, Theeranuch Nachaithong, Phatcharin Phumuen, Wassana Wannabut, Neeraphat Kunbuala, Supinya Nijpanich, Kongsak Pattarith, Yonrapach Areerob

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 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Hierarchical ZnO/NiCoACS omega · 2026
    Article
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.

Methawee NukunudompanichDepartment of Industrial Engineering, School of Engineering, King Mongkut's Institute of Technology Ladkrabang, Bangkok, 10520, Thailand.
Theeranuch NachaithongInstitute for Integrated Radiation and Nuclear Science, Kyoto University, 2-1010, Asahiro Nishi, Kumatori, Sennan-gun, Osaka, 590-0494, Japan.
Phatcharin PhumuenDepartment of Physics, Faculty of Science, Khon Kaen University, Khon Kaen, 40002, Thailand.
Wassana WannabutDepartment of Physics, Faculty of Science, Khon Kaen University, Khon Kaen, 40002, Thailand.
Neeraphat KunbualaDepartment of Biomedical Engineering, Tohoku University, Sendai, 980-8579, Japan.
Supinya NijpanichSynchrotron Light Research Institute (Public Organization), 111 University Avenue, Muang District, Nakhon Ratchasima, 30000, Thailand.
Kongsak PattarithDepartment of Chemistry, Faculty of Science, Buriram Rajabhat University, Buriram, 31000, Thailand.
Yonrapach AreerobDepartment of Industrial Engineering, School of Engineering, King Mongkut's Institute of Technology Ladkrabang, Bangkok, 10520, Thailand. yonrapach.ar@kmitl.ac.th.

Funding

King Mongkut's Institute of Technology Ladkrabang (KMITL) RE-KRIS/FF67/039
6 · The paper itself

Abstract

A hierarchical NiCo2O4@ZnS/MWCNT (NCO@Z-MWCNTs) nanocomposite was synthesized to serve as a platinum-free counter electrode for dye-sensitized solar cells (DSSCs). The nanocomposite comprised spinel NiCo2O4 nanorods, ZnS associated with the surface of the nanorods, and an interconnected multi-walled carbon nanotube (MWCNT) network, and it was synthesized via a low-temperature solution-based hydrothermal method. XRD confirmed the presence of cubic NiCo2O4 and zinc blende ZnS phases, while FESEM–EDS and XPS analyses verified the incorporation of ZnS and the formation of a conductive carbon framework interconnecting adjacent nanorods. ZnS, rather than acting as an isolated catalytic component, was considered to contribute additional sulfide-related surface sites and to modulate the interfacial electronic environment of the NiCo2O4 nanorods, which likely facilitated redox reactions involving the I−/I3− couple. Meanwhile, the MWCNT network established continuous electron transport pathways, effectively reducing interfacial resistance and enhancing charge-transfer efficiency. Thermogravimetric and electrochemical analyses revealed enhanced thermal stability, improved redox kinetics, and a significant reduction in charge-transfer resistance compared with pristine NiCo2O4.The optimized NCO@Z–MWCNT 9wt% counter electrode achieved a power conversion efficiency of 10.03% under AM 1.5 G illumination, exceeding that of the Pt reference device (9.6%). Overall, the improved performance was attributed to the combined contributions of ZnS surface modification and the conductive MWCNT network, which together enhanced charge transport and electrocatalytic activity. This work demonstrates a scalable strategy for developing cost-effective, durable, and high-performance counter electrodes for dye-sensitized solar cells.

Indexed as

Counter electrodesDye-sensitized solar cellsNiCo2O4@ZnS/MWCNT nanocomposite

Identifiers

PMID41622324
PMCPMC12916951

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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.