Evidence map›Paper›PMID 42840240›Full record

ArticleNational science review2026

Topology-engineered metallic glass metamaterial-supported NiMo nanoglass catalysts for ultra-efficient water splitting.

Congrui Yang, Chaoqun Pei, Haibo Ke, Shilong Sun, Huaping Zhang, Di Ouyang, Lei Zhang, Huaping Ding, Yongyun Zhang, Yuyang Qian and 3 more

Abstract read
In one paragraph

Article in National science review, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

13 authors.

Congrui YangDepartment of Frontier Research, Songshan Lake Materials Laboratory, Dongguan 523808, China.
Chaoqun PeiDepartment of Frontier Research, Songshan Lake Materials Laboratory, Dongguan 523808, China.
Haibo KeDepartment of Frontier Research, Songshan Lake Materials Laboratory, Dongguan 523808, China.
Shilong SunDepartment of Frontier Research, Songshan Lake Materials Laboratory, Dongguan 523808, China.
Huaping ZhangDepartment of Frontier Research, Songshan Lake Materials Laboratory, Dongguan 523808, China.
Di OuyangDepartment of Metallic Materials Engineering, College of Materials Science and Engineering, Wuhan University of Technology, Wuhan 430074, China.
Lei ZhangDepartment of Mechanical Engineering, City University of Hong Kong, Hong Kong, China.
Huaping DingDepartment of Frontier Research, Songshan Lake Materials Laboratory, Dongguan 523808, China.
Yongyun ZhangDepartment of Frontier Research, Songshan Lake Materials Laboratory, Dongguan 523808, China.
Yuyang QianDepartment of Frontier Research, Songshan Lake Materials Laboratory, Dongguan 523808, China.
Baoan SunDepartment of Frontier Research, Songshan Lake Materials Laboratory, Dongguan 523808, China.
K C ChanResearch Institute for Advanced Manufacturing, Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong, China.
Wei-Hua WangDepartment of Frontier Research, Songshan Lake Materials Laboratory, Dongguan 523808, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Electrocatalytic water splitting represents a cornerstone for sustainable hydrogen production, yet its industrial implementation remains constrained by inherent trade-offs among activity, stability and mass transport efficiency. Achieving concurrent optimization of these properties in an integrated catalyst is challenging, as they are dictated by structures spanning multiple length scales. Here, we report a multiscale metamaterial catalyst design strategy that couples topology-engineered transport pathways with nanoglass heterointerface-regulated catalytic activity. Specifically, multiscale metamaterial catalysts (i.e. NiMo@Zr MMCs) are constructed by integrating micro-laser powder bed fusion-fabricated Zr-based metallic-glass triply periodic minimal surface scaffolds with pulsed-electrodeposition (PED)-derived NiMo nanoglass heterostructures. The Gyroid architecture provides enhanced permeability, efficient electrolyte/gas transport and mechanical robustness, while the abundant amorphous-amorphous interfaces within the NiMo nanoglass heterostructure optimize the local electronic environment and catalytic activity. Through the synergistic integration of topology engineering, metallic-glass scaffolds and nanoglass interface engineering, the resulting NiMo@G catalyst delivers record-low cell voltages for overall water splitting (1.438 V at 100 mA cm

Indexed as

additive manufacturingheterostructuremetamaterial catalystsoverall water splittingsuperhydrophilic/superaerophobic surface

Identifiers

PMID42840240
PMCPMC13639190

What OpenQuestion holds

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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.