Evidence map›Paper›PMID 42467908›Full record

ReviewAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Non-Noble Metal Nanocatalysts for Hydrogen Evolution.

Lina Jaya Diguna, Gede Herry Arum Wijaya, Md Abdul Kuddus Sheikh, Tobias Haposan, Fidelis Stefanus Hubertson Simanjuntak, Arramel Arramel, Muhammad Danang Birowosuto, Konstantin Sergeevich Novoselov

Abstract readReview
In one paragraph

Review in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 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. Review
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.

Lina Jaya DigunaDepartment of Renewable Energy Engineering, Universitas Prasetiya Mulya, Tangerang, Indonesia.ORCID https://orcid.org/0000-0001-6834-0894
Gede Herry Arum WijayaDepartment of Renewable Energy Engineering, Universitas Prasetiya Mulya, Tangerang, Indonesia.ORCID https://orcid.org/0009-0001-4410-2792
Md Abdul Kuddus SheikhŁukasiewicz Research Network-PORT Polish Center for Technology Development, Wrocław, Poland.ORCID https://orcid.org/0000-0001-5681-9953
Tobias HaposanCenter of Excellence Applied Physics and Chemistry, Nano Center Indonesia, Tangerang, Indonesia.ORCID https://orcid.org/0000-0002-1907-6609
Fidelis Stefanus Hubertson SimanjuntakDepartment of Renewable Energy Engineering, Universitas Prasetiya Mulya, Tangerang, Indonesia.ORCID https://orcid.org/0009-0001-8098-7241
Arramel ArramelCenter of Excellence Applied Physics and Chemistry, Nano Center Indonesia, Tangerang, Indonesia.ORCID https://orcid.org/0000-0003-4125-6099
Muhammad Danang BirowosutoŁukasiewicz Research Network-PORT Polish Center for Technology Development, Wrocław, Poland.ORCID https://orcid.org/0000-0002-9997-6841
Konstantin Sergeevich NovoselovInstitute For Functional Intelligent Materials, National University of Singapore, Singapore, Singapore.ORCID https://orcid.org/0000-0003-4972-5371

Funding

Directorate of Research and Community ServiceMinistry of Education, Singapore EDUNC-33-18-279-V12Ministry of Higher Education, Science, and Technology, Republic of IndonesiaNational Science Center, Poland 2022/47/B/ST5/01966
6 · The paper itself

Abstract

Hydrogen is a promising clean energy vector with a pivotal role toward a sustainable and renewable energy future. The latest advancement in hydrogen evolution reaction is mainly governed through photocatalysis, thermocatalytic steam reforming, and electrocatalysis. Yet the reliance on noble metal catalysts, particularly platinum, remains a key challenge due to their high cost and scarcity. Recent advancements in material science and nanotechnology introduce non-noble metal-based nanocatalysts (transition metal phosphides, sulfides, carbides, and nitrides), offering advantages of earth abundance, cost-effectiveness, and tunable properties. This review explores the current progress and future prospects of non-noble metal-based nanocatalysts for hydrogen production. Advanced characterization tools, such as ultrafast pump-probe spectroscopy and scanning electrochemical microscopy, provide unprecedented insights into charge carrier dynamics and active site distributions, linking nanoscale structures to catalytic performance. Beyond electrocatalysis, the integration of photocatalytic and thermocatalytic systems with renewable feedstocks is highlighted as a pathway for broader sustainability goals. By addressing challenges in catalyst design, synthesis, and characterization, this work underscores the potential of non-noble metal-based nanocatalysts to rival noble metals, paving the way for transformative advancements in hydrogen production and energy technologies. This comprehensive analysis aims to bridge knowledge gaps and inspire innovative strategies for a sustainable clean hydrogen economy.

Indexed as

atomic dopingdefect engineeringhydrogen evolution reactionnanocatalystsnon‐noble metal

Identifiers

PMID42467908
PMCPMC13379265

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.