Evidence map›Paper›PMID 42589752›Full record

ArticlePolymers2026

Enhancing Polymer Composite Thermal Conductivity by Liquid Metal and Carbon Fiber Dual Fillers.

Zhao Zhao, Yiwei Geng, Jingliang Li, Juan Zhang, Shuaifei Zhao

Abstract read
In one paragraph

Article in Polymers, 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
–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

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

5 authors.

Zhao ZhaoInstitute for Frontier Materials (IFM), Deakin University, Geelong, VIC 3216, Australia.
Yiwei GengInstitute for Frontier Materials (IFM), Deakin University, Geelong, VIC 3216, Australia.
Jingliang LiInstitute for Frontier Materials (IFM), Deakin University, Geelong, VIC 3216, Australia.
Juan ZhangInstitute for Polymer Composites, Jiangsu University of Technology, Changzhou 213001, China.
Shuaifei ZhaoInstitute for Frontier Materials (IFM), Deakin University, Geelong, VIC 3216, Australia.ORCID 0000-0002-7727-6676

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Polymers, including poly(vinylidene fluoride) (PVDF), have been widely used in daily life and industries, such as in membrane filtration, food packing and heat exchanging. However, pristine polymers suffer from inherently low thermal conductivity. Herein, thermally conductive poly(vinylidene fluoride) (PVDF) composites were prepared by incorporating eutectic gallium-indium (EGaIn) liquid metals (LMs) and carbon fibers (CFs) as dual fillers. The effects of the LMs and the CFs on the thermal and mechanical properties of the PVDF composites were characterized via thermal conductivity, morphology, crystallinity, and mechanical testing. The CFs improved the dispersion of the LM droplets within the PVDF matrix, forming continuous thermally conductive pathways, thereby enhancing the composite thermal conductivity. A maximum thermal conductivity of 0.40 W/(m·K), an increase of 154% over the pure PVDF, was achieved when 1 wt% CF was added to the PVDF composites containing 5 wt% LMs. Mechanical testing showed that the CFs compensated for the slight reduction in tensile strength due to the LM addition, yielding a tensile strength of 30 ± 3 MPa, slightly higher than that of the pure PVDF. Characterization analyses confirmed that the crystalline and chemical structure of the PVDF matrix were preserved after the filler addition, indicating minimal alteration of the PVDF matrix. These results suggest that the PVDF/LM/CF composites exhibit a balanced enhancement of the thermal conductivity and mechanical strength, making them potential candidates for thermal management applications. This study provides insights into designing high-performance polymer composites with dual functionality for advanced engineering applications.

Indexed as

carbon fiberseutectic gallium–indium liquid metalspolymer compositespoly(vinylidene fluoride)thermal conductivity

Identifiers

PMID42589752
PMCPMC13467940

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.