Evidence map›Paper›PMID 42512987›Full record

ArticleMicromachines2026

Decoupling Thermal and Hydraulic Performance in Cross-Flow Micro Heat Exchangers via Mixed-Geometry Channel Designs.

Quanyi Zhou, Zheng Chang, Qi Wang, Yuhao Dai, Lingjie Xu, Rongsheng Lin, Zenan Wu, Xianlei Chen, Wenfeng Wu

Abstract read
In one paragraph

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

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

9 authors.

Quanyi ZhouSchool of Naval Architecture and Maritime, Zhejiang Ocean University, Zhoushan 316022, China.
Zheng ChangSchool of Naval Architecture and Maritime, Zhejiang Ocean University, Zhoushan 316022, China.
Qi WangSchool of Naval Architecture and Maritime, Zhejiang Ocean University, Zhoushan 316022, China.
Yuhao DaiSchool of Naval Architecture and Maritime, Zhejiang Ocean University, Zhoushan 316022, China.
Lingjie XuSchool of Naval Architecture and Maritime, Zhejiang Ocean University, Zhoushan 316022, China.
Rongsheng LinJurong Energy (Xinjiang) Co., Ltd., Urumqi 841603, China.ORCID 0009-0009-5063-6000
Zenan WuZhoushan Institute of Calibration and Testing for Quality and Technology Supervision, Zhoushan 316022, China.
Xianlei ChenZhoushan Institute of Calibration and Testing for Quality and Technology Supervision, Zhoushan 316022, China.ORCID 0009-0002-7246-0607
Wenfeng WuSchool of Naval Architecture and Maritime, Zhejiang Ocean University, Zhoushan 316022, China.ORCID 0000-0002-8363-920X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cross-flow micro heat exchangers enable compact thermal management for high-density electronics, but their design is traditionally constrained by a strict trade-off between heat transfer and hydraulic resistance. To mitigate this limitation, we investigate the influence of mixed-geometry channel designs on the coupled thermal and hydraulic performance using a three-dimensional conjugate heat transfer model of water flowing through a stainless-steel micro-matrix with a 40-micrometer hydraulic diameter. Numerical simulations show that at low Reynolds numbers (100 to 200), corner-induced steady three-dimensional flow redistribution modifies the thermal boundary layer, causing convective and hydraulic performance to deviate from standard macroscale predictions. By expanding the transverse microchannel spacing from 10 to 60 μm, the Nusselt number increases from 1.15 to 2.07 while maintaining a nearly constant pressure gradient. These results provide geometric guidelines for designing high-efficiency microfluidic cooling systems by mitigating the traditional trade-off between heat-transfer enhancement and hydraulic resistance. Among the geometries evaluated, pure square channels maximize heat transfer, hybrid circular-square configurations optimize hydraulic efficiency, and triangular designs perform poorly due to high viscous drag. These results provide geometric guidelines for mitigating the traditional trade-off between heat-transfer enhancement and hydraulic resistance in microfluidic cooling systems.

Indexed as

conjugate heat transfercorner flow dynamicsmicrofluidicsmicro heat exchangermixed-geometry microchannelsthermal-hydraulic trade-off

Identifiers

PMID42512987
PMCPMC13414256

What OpenQuestion holds

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Registered trials

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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.