Evidence map›Paper›PMID 41243693›Full record

ReviewAdvanced materials (Deerfield Beach, Fla.)2026

Beyond Conventional Cooling: Advanced Micro/Nanostructures for Managing Extreme Heat Flux.

Yuankun Zhang, Huajie Li, Yuhang Zhou, Jun Ma, Keng-Te Lin, Han Lin, Chunsheng Guo, Baohua Jia

Abstract readReview
In one paragraph

Review in Advanced materials (Deerfield Beach, Fla.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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.

Yuankun ZhangCentre for Omniscale Thermal Management and Comprehensive Energy Utilization (OTM-EU), School of Airspace Science and Engineering, Shandong University, Weihai, 264209, China.
Huajie LiCentre for Omniscale Thermal Management and Comprehensive Energy Utilization (OTM-EU), School of Airspace Science and Engineering, Shandong University, Weihai, 264209, China.
Yuhang ZhouCentre for Omniscale Thermal Management and Comprehensive Energy Utilization (OTM-EU), School of Airspace Science and Engineering, Shandong University, Weihai, 264209, China.
Jun MaSchool of Science, Computing and Engineering Technologies, Swinburne University of Technology, Hawthorn, Victoria, 3122, Australia.
Keng-Te LinCenter for Atomaterials and Nanomanufacturing (CAN), School of Science, RMIT University, Melbourne, Victoria, 3000, Australia.
Han LinCenter for Atomaterials and Nanomanufacturing (CAN), School of Science, RMIT University, Melbourne, Victoria, 3000, Australia.
Chunsheng GuoCentre for Omniscale Thermal Management and Comprehensive Energy Utilization (OTM-EU), School of Airspace Science and Engineering, Shandong University, Weihai, 264209, China.
Baohua JiaCenter for Atomaterials and Nanomanufacturing (CAN), School of Science, RMIT University, Melbourne, Victoria, 3000, Australia.ORCID https://orcid.org/0000-0002-6703-477X

Funding

ARC through the Discovery Early Career Researcher Award scheme DE230100383ARC through the Discovery Project scheme FT220100559Australian Research Council DP250100980Australian Research Council FT210100806Industrial Transformation Research Hubs IH240100009Key Technology Research and Development Program of Shandong Province 2022SFGC0501Linkage Projects LP210100467Linkage Project scheme LP210200345National Natural Science Foundation of China 52406103Shenzhen Municipal Fundamental Research Program JCYJ20240813175900001Shenzhen Science and Technology Innovation Program GJHZ20240218113407015
6 · The paper itself

Abstract

The surge in device integration has escalated thermal losses, compromising performance and safety, necessitating advanced thermal management solutions with extraordinary heat flux capabilities to address power and heat dissipation challenges in high heat-flux electronics. Micro/nanostructures have emerged as promising solutions for targeted heat dissipation in electronics due to their outstanding performance, miniature footprint, and design flexibility. However, a comprehensive review of recent advancements in heat transfer control via micro/nanostructures and their current and potential applications for high heat-flux thermal management, particularly for electronic devices, remains lacking. This review systematically examines the fundamental heat transfer mechanisms enabled by micro/nanostructures at multiscales. A wide range of bio-inspired or engineered designs are highlighted as formidable candidates for highly efficient thermal and hydrodynamic metamaterials. Novel micro/nano-patterns that significantly contribute to the modulation of coupled heat transfer processes in practical applications for electronic thermal management are elaborated. Furthermore, the strengths and limitations of existing design and manufacturing methods for micro/nanostructures are comparatively summarized. Finally, key challenges and prospects of micro/nanostructure-based thermal management techniques are discussed, drawing insights from previous applications. This review underscores the transformative potential of micro/nanostructures in achieving reliable, sustainable, and targeted thermal management for high-performance electronic devices in the near future.

Indexed as

advanced design and manufacturingheat transfer mechanismmetamaterialmicro/nanostructurestargeted thermal management

Identifiers

PMID41243693
PMCPMC12822545

What OpenQuestion holds

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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.