Evidence map›Paper›PMID 42227224›Full record

ReviewSmall (Weinheim an der Bergstrasse, Germany)2026

Tailoring Cobalt-Based Nanomaterials through Doping and Vacancy Engineering for Advanced Hydrogen Evolution Reaction (HER) and Oxygen Evolution Reaction (OER) Electrolysis.

Muzamil Ahmad, Kaili Wu, Ikram Ullah, Abdul Raouf, Adeel Ahmed, Raza Ullah, Nasim Ullah, Muhammad Adnan, Hailin Cong, Bing Yu

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in Small (Weinheim an der Bergstrasse, Germany), 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

10 authors.

Muzamil AhmadSchool of Chemistry and Chemical Engineering, School of Materials Science and Engineering, Shandong University of Technology, Zibo, China.
Kaili WuSchool of Chemistry and Chemical Engineering, School of Materials Science and Engineering, Shandong University of Technology, Zibo, China.
Ikram UllahSchool of Chemistry and Chemical Engineering, School of Materials Science and Engineering, Shandong University of Technology, Zibo, China.
Abdul RaoufSchool of Chemistry and Chemical Engineering, School of Materials Science and Engineering, Shandong University of Technology, Zibo, China.
Adeel AhmedSchool of Mechanical Engineering, Shandong University of Technology, Zibo, China.
Raza UllahSchool of Mechanical Engineering, Shandong University of Technology, Zibo, China.
Nasim UllahSchool of Mechanical Engineering, Shandong University of Technology, Zibo, China.
Muhammad AdnanSchool of Mechanical Engineering, Shandong University of Technology, Zibo, China.
Hailin CongSchool of Chemistry and Chemical Engineering, School of Materials Science and Engineering, Shandong University of Technology, Zibo, China.
Bing YuCollege of Chemistry and Chemical Engineering, College of Materials Science and Engineering, Institute of Biomedical Materials and Engineering, Qingdao University, Qingdao, China.ORCID https://orcid.org/0000-0003-2932-1118

Funding

Medical Plus Key Project of Qingdao University YX2024201National Key R&D Program of China 2024YFE0104100National Natural Science Foundation of China 22274083National Natural Science Foundation of China 22574089National Natural Science Foundation of China 62504148Science and Technology Planning Project of South District of Qingdao City 2022-4-005-YYShandong Provincial Natural Science Foundation ZR2022LZY022Shandong Provincial Natural Science Foundation ZR2023LZY005Shandong Provincial Natural Science Foundation ZR2024QB040State Key Laboratory of BioFibers and EcoTextiles of Qingdao University TSKT202101
6 · The paper itself

Abstract

Electrolysis of water is an environmentally conscious technique for synthesizing extremely pristine hydrogen, indispensable to accommodating the power and renewable source requirements of modern-day civilization. The real-world implications of the hydrogen evolution reaction (HER) and oxygen evolution reaction (OER) suffer from being restricted owing to their sluggish kinetics and dependence on catalysts incorporating noble metals (IrO

Indexed as

atomic dopingcobalt‐based nanomaterialselectrocatalysisHEROERvacancy engineering

Identifiers

PMID42227224
PMCPMC13360373

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.