Evidence map›Paper›PMID 40732801›Full record

ArticlePolymers2025

Titanate-Coupled Aluminum as an Interfacial Modifier for Enhanced Thermal and Mechanical Performance in Hybrid Epoxy Composites.

Hai-Long Cheng, Seul-Yi Lee, Na Chu, Se-Yeol Lee, Fan-Long Jin, Soo-Jin Park

Abstract read
In one paragraph

Article in Polymers, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

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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

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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

6 authors.

Hai-Long ChengDepartment of Polymer Materials, Jilin Institute of Chemical Technology, Jilin 132022, China.
Seul-Yi LeeDepartment of Mechanical Engineering, College of Engineering, Kyung Hee University, Yongin 17104, Republic of Korea.
Na ChuDepartment of Mechanical Engineering, College of Engineering, Kyung Hee University, Yongin 17104, Republic of Korea.
Se-Yeol LeeDepartment of Chemistry, Inha University, Incheon 22212, Republic of Korea.
Fan-Long JinDepartment of Polymer Materials, Jilin Institute of Chemical Technology, Jilin 132022, China.
Soo-Jin ParkDepartment of Mechanical Engineering, College of Engineering, Kyung Hee University, Yongin 17104, Republic of Korea.ORCID 0000-0002-6350-6135

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Thermally conductive polymer composites are essential for effective heat dissipation in electronic packaging, where both thermal management and mechanical reliability are critical. Although diglycidyl ether of bisphenol-A (DGEBA)-based epoxies exhibit favorable properties, their intrinsically low thermal conductivity limits broader applications. Incorporating conductive fillers, such as expanded graphite (EG) and metal powders, enhances heat transport but often compromises mechanical strength due to poor filler-matrix compatibility. In this study, we address this trade-off by employing a titanate coupling agent to surface-modify aluminum (Al) fillers, thereby improving interfacial adhesion and dispersion within the DGEBA matrix. Our results show that incorporating 10 wt% untreated Al increases thermal conductivity from 7.35 to 9.60 W/m·K; however, this gain comes at the cost of flexural strength, which drops to 18.29 MPa. In contrast, titanate-modified Al (Ti@Al) not only preserves high thermal conductivity but also restores mechanical performance, achieving a flexural strength of 35.31 MPa (at 5 wt% Ti@Al) and increasing impact strength from 0.60 to 1.01 kJ/m

Indexed as

aluminum nanoparticlesDGEBAexpanded graphiteimpact strengththermal conductivity

Identifiers

PMID40732801
PMCPMC12300918

What OpenQuestion holds

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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.