Evidence map›Paper›PMID 42499278›Full record

ReviewSmall methods2026

Functional Nanoengineering of Catalytic Environments for High-Efficiency Electrochemical Water Splitting.

Vanaraj Ramkumar, Michael Ruby Raj, Gopiraman Mayakrishnan, Seong Cheol Kim, Ick Soo Kim, Cadaiam Mohan Babu

Abstract readReview
In one paragraph

Review in Small methods, 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.

Vanaraj RamkumarDepartment of Molecular Analytics, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Thandalam, Chennai, Tamil Nadu, India.ORCID https://orcid.org/0000-0002-3863-3837
Michael Ruby RajSchool of Chemical Engineering, Yeungnam University, Gyeongsan, Republic of Korea.ORCID https://orcid.org/0000-0002-8561-7688
Gopiraman MayakrishnanNano Fusion Technology Research Group, Institute for Fiber Engineering and Science (IFES), Research Cluster for Social Implementation, Shinshu University, Ueda, Nagano, Japan.
Seong Cheol KimSchool of Chemical Engineering, Yeungnam University, Gyeongsan, Republic of Korea.
Ick Soo KimNano Fusion Technology Research Group, Institute for Fiber Engineering and Science (IFES), Research Cluster for Social Implementation, Shinshu University, Ueda, Nagano, Japan.
Cadaiam Mohan BabuDepartment of Chemical and Biomolecular Engineering, National University of Singapore, Singapore, Singapore.ORCID https://orcid.org/0000-0002-0052-052X

Funding

National Research Foundation of Korea RS-2025-22222973
6 · The paper itself

Abstract

The development of highly efficient water-splitting technologies relies on the precise control of catalytic environments at the nanoscale, where structural, electronic, and interfacial properties collectively determine catalytic performance. Recent advances in nanoengineered electrocatalysts, including noble-metal nanostructures, single-atom catalysts, defect-rich oxides, heterointerface-engineered systems, and carbon-supported multidimensional architectures, have revealed new opportunities for tailoring catalytic nanoenvironments to enhance hydrogen evolution reaction (HER) and oxygen evolution reaction (OER) kinetics. This review highlights emerging strategies for engineering functional catalytic environments that regulate charge transfer, optimize active-site exposure, facilitate mass transport, and improve structural robustness under practical electrochemical conditions. Particular attention is given to ultrathin oxyhydroxide layers, vacancy-mediated surfaces, lattice-distorted phases, and multicomponent heterostructures that exhibit superior activity and long-term durability. In addition, recent progress in operando characterization, theoretical modeling, and integrated electrode design is discussed to elucidate structure-function relationships governing catalytic performance. Finally, scalable synthesis approaches, engineered porous electrodes, and data-driven catalyst discovery are examined as promising pathways toward practical implementation. By connecting nanoscale materials engineering with functional electrocatalytic performance, this review provides critical insights into the rational design of catalytic nanoenvironments for next-generation water-splitting technologies.

Indexed as

electrospinninghydrogen evolution reaction (HER)nanocatalystoxygen evolution reaction (OER)renewable energywater splitting

Identifiers

PMID42499278
PMCPMC13505677

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.