ArticleMacromolecules2025
Optimizing Graphene Dispersion via Polymer Grafting.
Article in Macromolecules, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
What it found
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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.
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.
Who cites it
4 citing papers in PubMed.
- Morphological Constraints on Double Percolation and Toughening in Nanocarbon-Filled Epoxy-Poly(ether imide) IPN Nanocomposites.ACS omega · 2026Article
- A Molecular Dynamics Study on Mechanical and Tribological Properties of Polyimide Modified with Graphene: Size and Layer Effects.Polymers · 2026Article
- Carbon-Based Nanoplatforms in Diabetes: A New Paradigm in Diagnosis and Treatment.Annals of biomedical engineering · 2026Review
- Graphene oxide-modified PEEK composites: Properties and applications in orthopaedic repair - A review.Journal of orthopaedic translation · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The dispersion of graphene sheets within a polymer matrix is critical for the performance of graphene-reinforced polymer nanocomposites, particularly in achieving optimal percolation and electrical conductivity. However, accurately characterizing and controlling the dispersion of 2D graphene in polymer melts remains a significant challenge due to the complex and varied configurations that graphene sheets can adopt. Herein, we employ coarse-grained molecular dynamics simulations to investigate how the grafting density (
Identifiers
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Registered trials
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.