Evidence map›Paper›PMID 41028955›Full record

ReviewAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

Probing the Dynamics Process of High-Entropy Alloy Catalysts: Fundamentals, Synthesis, and In Situ TEM Insights.

Haider Ali, Yan Xu, Xiao Han, Yue Lin

Abstract readReview
In one paragraph

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

4 authors.

Haider AliHefei National Research Center for Physical Sciences at the Microscale, University of Science and Technology of China, Hefei, Anhui, P. R. China.
Yan XuHefei National Research Center for Physical Sciences at the Microscale, University of Science and Technology of China, Hefei, Anhui, P. R. China.
Xiao HanHefei National Research Center for Physical Sciences at the Microscale, University of Science and Technology of China, Hefei, Anhui, P. R. China.
Yue LinHefei National Research Center for Physical Sciences at the Microscale, University of Science and Technology of China, Hefei, Anhui, P. R. China.ORCID https://orcid.org/0000-0001-5333-511X

Funding

China Postdoctoral Science Foundation 2023M743348China Postdoctoral Science Foundation 2024T170888Key Research Program of Frontier Science, Chinese Academy of Sciences ZDBS-LY-SLH003National Key R&D Program of China 2022YFB3807602National Natural Science Foundation of China 12274391National Natural Science Foundation of China 12404225National Natural Science Foundation of China 22321001National Natural Science Foundation of China 52122212Postdoctoral Fellowship Program of CPSF GZC20232511Youth Innovation Promotion Association of the Chinese Academy of Sciences 2020458
6 · The paper itself

Abstract

Catalysts play a crucial role in advancing green and clean energy technologies for a sustainable future. Among the various catalysts reported, high-entropy alloys (HEAs) stand out due to their superior stability and synergistic effects during catalytic processes, which arise from their complex composition and dynamic behavior. However, despite their promising potential, the incorporation of multiple elements (often more than four) with differing properties in HEA-based catalysts complicates their growth and challenges their synthesis. Recent development of delicate synthetic strategies and theoretical understanding promotes the effective construction of HEAs. Advances of visible characterization techniques contribute to the cognition for the formation and evolution mechanisms of HEAs and further facilitate the accurate design. This review aims to provide a comprehensive overview of current synthesis strategies for HEA-based catalysts while exploring their growth and evolution under real reaction conditions using in situ transmission electron microscopy (in situ TEM). First, the fundamental parameters, properties, and rational design principles of HEAs are examined to establish a detailed foundational understanding. Next, synthesis strategies for HEA-based catalysts, highlighting the most frequently employed methods. The third section focuses on the application of in situ TEM in elucidating the atomic-level mechanisms governing HEA formation. Finally, future opportunities are highlighted for designing next-generation HEA catalysts.

Indexed as

formation mechanismhigh entropy alloysin situ TEMmachine learning

Identifiers

PMID41028955
PMCPMC12677600

What OpenQuestion 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 OpenQuestion graph.