Evidence map›Paper›PMID 42318676›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2026

Microphase Rivet-Reinforced Interfaces in PTFE Composites: Enabling High Thermal Conductivity and Dimensional Stability for High-Frequency Substrates.

Hanyu Guo, Renke Li, Wei Gao, Yuting Kong, Yongfeng Li, Rong Chen, Hong Wu, Shaoyun Guo

Abstract read
In one paragraph

Article 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. Not yet cited in PubMed.

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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

8 authors.

Hanyu GuoState Key Laboratory of Advanced Polymer Materials, Polymer Research Institute of Sichuan University, Sichuan Provincial Engineering Research Center of Plastic/Rubber Complex Processing Technology, Chengdu, China.
Renke LiState Key Laboratory of Advanced Polymer Materials, Polymer Research Institute of Sichuan University, Sichuan Provincial Engineering Research Center of Plastic/Rubber Complex Processing Technology, Chengdu, China.
Wei GaoState Key Laboratory of Advanced Polymer Materials, Polymer Research Institute of Sichuan University, Sichuan Provincial Engineering Research Center of Plastic/Rubber Complex Processing Technology, Chengdu, China.
Yuting KongState Key Laboratory of Advanced Polymer Materials, Polymer Research Institute of Sichuan University, Sichuan Provincial Engineering Research Center of Plastic/Rubber Complex Processing Technology, Chengdu, China.
Yongfeng LiLuzhou North Cellulose Co., Ltd., Luzhou, China.
Rong ChenState Key Laboratory of Advanced Polymer Materials, Polymer Research Institute of Sichuan University, Sichuan Provincial Engineering Research Center of Plastic/Rubber Complex Processing Technology, Chengdu, China.
Hong WuState Key Laboratory of Advanced Polymer Materials, Polymer Research Institute of Sichuan University, Sichuan Provincial Engineering Research Center of Plastic/Rubber Complex Processing Technology, Chengdu, China.ORCID https://orcid.org/0000-0001-9972-0873
Shaoyun GuoState Key Laboratory of Advanced Polymer Materials, Polymer Research Institute of Sichuan University, Sichuan Provincial Engineering Research Center of Plastic/Rubber Complex Processing Technology, Chengdu, China.

Funding

National Natural Science Foundation of China 52233003National Natural Science Foundation of China 52373268Science and Technology Department of Sichuan Province 2025ZHCG0020
6 · The paper itself

Abstract

Heat dissipation remains a formidable challenge for polytetrafluoroethylene (PTFE) based high-frequency substrates, as the integration of thermally conductive fillers like hexagonal boron nitride (hBN) is often hindered by the intrinsic chemical inertness and ultra-low surface energy of PTFE. Herein, a soluble fluoroalkyl end-capped polyimide (FPI) precursor is developed. The amphipathic structure of FPI acts as an intermolecular bridge, facilitating the homogeneous dispersion of hydrophobic hBN within aqueous PTFE emulsions. Upon thermal imidization, in situ microphase "rivet" architectures evolve at the filler-matrix boundaries, replacing fragile van der Waals contacts with robust, mechanically anchored transitional zones. The topological interlocking significantly restricts the long-range segmental mobility of PTFE chains, yielding an exceptional thermal conductivity of 2.89 W/m·K (a 7.5-fold increase) alongside an ultralow copper-matched coefficient of thermal expansion (12 ppm/K). Remarkably, these breakthroughs are achieved while preserving superior dielectric properties (permittivity D

Indexed as

dielectric propertiesmicrophase rivetpolyimidepolytetrafluoroethylenethermal conductivity

Identifiers

PMID42318676
PMCPMC13393978

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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.