Evidence map›Paper›PMID 41917217›Full record

ArticleScientific reports2026

The role of expandable graphite particle size and microstructure on the dielectric and thermal properties of polyethylene-based composites.

A Łapińska, A J Panas, N Grochowska, J Kotkowski, R Przesmycki, M Liszewska, Ł Osuchowski, Z Mierczyk, I Wyrębska, S Kowalczyk

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Article in Scientific reports, 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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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

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

10 authors.

A ŁapińskaFaculty of Advanced Technologies, and Chemistry, Military University of Technology, ul. gen. Sylwestra Kaliskiego 2, 00-908, Warszawa, Poland. anna.lapinska@wat.edu.pl.
A J PanasFaculty of Mechatronics, Armaments and Aerospace, Military University of Technology, ul. gen. Sylwestra Kaliskiego 2, 00-908, Warszawa, Poland.
N GrochowskaFaculty of Chemistry, Warsaw University of Technology, S. Noakowskiego 3, 00-664, Warsaw, Poland.
J KotkowskiFaculty of Advanced Technologies, and Chemistry, Military University of Technology, ul. gen. Sylwestra Kaliskiego 2, 00-908, Warszawa, Poland.
R PrzesmyckiFaculty of Electronics, Military University of Technology, ul. gen. Sylwestra Kaliskiego 2, 00-908, Warszawa, Poland.
M LiszewskaInstitute of Optoelectronics, Military University of Technology, ul. gen. Sylwestra Kaliskiego 2, 00-908, Warszawa, Poland.
Ł OsuchowskiInstitute of Optoelectronics, Military University of Technology, ul. gen. Sylwestra Kaliskiego 2, 00-908, Warszawa, Poland.
Z MierczykInstitute of Optoelectronics, Military University of Technology, ul. gen. Sylwestra Kaliskiego 2, 00-908, Warszawa, Poland.
I WyrębskaFaculty of Advanced Technologies, and Chemistry, Military University of Technology, ul. gen. Sylwestra Kaliskiego 2, 00-908, Warszawa, Poland.
S KowalczykFaculty of Chemistry, Warsaw University of Technology, S. Noakowskiego 3, 00-664, Warsaw, Poland.

Funding

Wojskowa Akademia Techniczna UGB 531-000100-W900-22
6 · The paper itself

Abstract

This work demonstrates the decisive role of expandable graphite (EG) particle size and processing route in tailoring the microstructure and multifunctional performance of linear low density polyethylene (LLDPE)-based composites. In the studies, the EG of low: 90 ml/g (EG096), medium: 350 ml/g (EG350), and high: 500 ml/g (EG500) expansion rates were chosen, which are related to the shortest, up to ~ 200 μm; medium, up to ~ 1 mm; and the longest vermicular structures, up to over 1 mm, after expansion. The main finding is that the EG096, with the shortest vermicular structure, produced the most homogeneous morphology, characterised by minimal voids and agglomeration. The highest dielectric performance was achieved by the sample containing 15 wt% of EG096, the most microporous system with the largest pore volume, combining an enhanced dielectric constant (ε' = 13 at 3.6 GHz) and dielectric loss. We propose that the microporosity of the EG enhances electromagnetic wave dissipation via multiple reflections and local dielectric losses, with short vermicular EG structures supporting a connected network that boosts microwave-frequency dielectric performance. Processing route strongly influenced dielectric behaviour, with hot pressing shown to preserve the vermicular structure better than extrusion. While the effect on thermal diffusivity and conductivity was less pronounced, the homogeneous microstructure remained attractive for thermal management, with EG096_20 extruded samples reaching λ = 0.86 W m

Identifiers

PMID41917217
PMCPMC13187438

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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.