Evidence map›Paper›PMID 41516909›Full record

ArticlePolymers2025

Molecular Dynamics Simulation and Experimental Study on the Mechanical Properties of Functionalized Graphene-Enhanced PEEK/PTFE.

Yan Wang, Jingjing Chen, Henan Tang, Bin Yang, Shijie Wang, Ning Wang

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.

Yan WangSchool of Mechanical Engineering, Shenyang University of Technology, Shenyang 110870, China.
Jingjing ChenSchool of Mechanical Engineering, Shenyang University of Technology, Shenyang 110870, China.
Henan TangSchool of Mechanical Engineering, Shenyang University of Technology, Shenyang 110870, China.
Bin YangSchool of Mechanical Engineering, Shenyang University of Technology, Shenyang 110870, China.ORCID 0000-0001-7454-6143
Shijie WangSchool of Mechanical Engineering, Shenyang University of Technology, Shenyang 110870, China.
Ning WangSchool of Mechanical Engineering, Shenyang University of Technology, Shenyang 110870, China.

Funding

Basic Scientific Research Foundation of Higher Education Institutions of the Educational Department of Liaoning Province LJ212410142137Liaoning Provincial Science and Technology Plan Collaborative Program 2024-BSLH-175, 2025110457-JH4/4800
6 · The paper itself

Abstract

The reinforcement mechanism of functionalized graphene nanosheets (GNS) on the mechanical properties of polyetheretherketone (PEEK)/polytetrafluoroethylene (PTFE) composites was investigated. Composite specimens were fabricated using PGNS, as well as GNS grafted with hydroxyl, carboxyl (-COOH) and amino functional groups, and mechanical characterizations were conducted on the prepared specimens. The results demonstrated that carboxyl-functionalized GNS (COOH-GNS) exhibited the most remarkable reinforcing effect on PEEK/PTFE composites, with its elastic modulus, tensile strength, yield strength and compressive modulus increased by 47.09%, 31.1%, 45.16% and 20.91%, respectively, compared with PGNS-reinforced composites. Combined with experimental measurements and molecular dynamics simulations, the reinforcement mechanism of this composite system was elucidated. The functional groups on the surface of GNS can induce interfacial interactions with the PEEK/PTFE matrix, by which the mobility of polymer molecular chains is restricted, the deformation and slippage of molecular chains are suppressed, and the interfacial bonding between GNS and the polymer matrix is simultaneously strengthened. The enhancement of interfacial binding energy, the reduction in free volume in the composite system, and the restriction of polymer molecular chain mobility were identified as the critical atomic-scale mechanisms responsible for the improvement of the macroscopic mechanical properties of the composites.

Indexed as

functionalized graphenemechanical propertiesmolecular dynamicspolyether ether ketonepolytetrafluoroethylene

Identifiers

PMID41516909
PMCPMC12788066

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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.