Evidence map›Paper›PMID 40777769›Full record

ReviewFundamental research2025

A multiscale perspective on cluster-based layered materials: Design and function optimization toward catalytic and energy storage applications.

Binbin Qian, Ke Xu, Dantong Zhang, Sridhar Komarneni, Dongfeng Xue

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in Fundamental research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

5 authors.

Binbin QianMultiscale Crystal Materials Research Center, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China.
Ke XuMultiscale Crystal Materials Research Center, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China.
Dantong ZhangMultiscale Crystal Materials Research Center, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China.
Sridhar KomarneniMaterials Research Institute and Department of Ecosystem Science and Management, 204 Energy and the Environment Laboratory, The Pennsylvania State University, University Park, PA 16802, USA.
Dongfeng XueMultiscale Crystal Materials Research Center, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Layered materials have become one of the focuses in chemistry and materials science due to their unique structural characteristics and highly tunable properties. Clusters with mesoscale dynamic structures can be introduced into layered materials as structural units or guests, endowing cluster-based layered materials with enhanced or emerging new properties different from those of the individual components. This review starts with a summary of the design and assembly strategies of typical cluster-based layered materials from a multiscale perspective, and then introduces the multiscale characterization and simulation platform. Additionally, we discuss the recent progress in the catalytic and energy storage application of cluster-based layered materials and summarize the current challenges and future directions in this field.

Indexed as

CatalysisClustersEnergy storageLayered materialsMultiscale

Identifiers

PMID40777769
PMCPMC12327831

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.