Evidence map›Paper›PMID 41164082›Full record

ArticleNanoscale advances2026

Controlled adsorption of polyurethane onto chlorine-modified carbon nanotubes for enhanced mechanical and electrical properties of nanocomposites.

Yadienka Martinez-Rubi, Hao Li, Kiran Mungroo, Michael B Jakubinek, Behnam Ashrafi, Zygmunt J Jakubek, Liliana Gaburici, Christopher Kingston

Abstract read
In one paragraph

Article in Nanoscale advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
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.

Yadienka Martinez-RubiQuantum and Nanotechnologies Research Centre, National Research Council Canada Ottawa ON Canada Yadienka.Martinez-Rubi@nrc-cnrc.gc.ca.ORCID https://orcid.org/0000-0002-1548-6504
Hao LiQuantum and Nanotechnologies Research Centre, National Research Council Canada Ottawa ON Canada Yadienka.Martinez-Rubi@nrc-cnrc.gc.ca.
Kiran MungrooQuantum and Nanotechnologies Research Centre, National Research Council Canada Ottawa ON Canada Yadienka.Martinez-Rubi@nrc-cnrc.gc.ca.
Michael B JakubinekQuantum and Nanotechnologies Research Centre, National Research Council Canada Ottawa ON Canada Yadienka.Martinez-Rubi@nrc-cnrc.gc.ca.
Behnam AshrafiAerospace Research Centre, National Research Council Canada Montreal QC Canada.
Zygmunt J JakubekMetrology Research Centre, National Research Council Canada Ottawa ON Canada.ORCID https://orcid.org/0000-0003-3307-8464
Liliana GaburiciQuantum and Nanotechnologies Research Centre, National Research Council Canada Ottawa ON Canada Yadienka.Martinez-Rubi@nrc-cnrc.gc.ca.
Christopher KingstonQuantum and Nanotechnologies Research Centre, National Research Council Canada Ottawa ON Canada Yadienka.Martinez-Rubi@nrc-cnrc.gc.ca.ORCID https://orcid.org/0000-0001-6222-8463

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Maximizing the performance of carbon nanotubes (CNTs) in polymer nanocomposites remains a significant challenge, and fabrication methods often fall short of achieving the desired properties. From an application perspective, enhancing both mechanical properties and electrical conductivity is particularly desirable, yet simultaneously improving multiple properties is often difficult - the high loadings in dispersed CNT composites needed for better conductivity tend to impede processing and mechanical properties. Herein, a one-step filtration method with solubility modulation to control the adsorption of thermoplastic polyurethane (TPU) onto a commercial-grade single-wall CNT (SWCNT) powder is employed. The impact of solvent choice on interfacial interactions, the properties and microstructure of SWCNT-TPU nanocomposite sheets is highlighted. The results demonstrate that sonochemically generated chlorine, known to enhance the electrical conductivity of SWCNT assemblies, also improves interfacial interactions and the adsorption capacity of the nanotubes for TPU leading to significant enhancements in electrical conductivity, Young's modulus, and failure strength of the nanocomposites without compromising ultimate strain. Analysis of effective adsorption isotherms gives new insights into the mechanisms driving interfacial interactions and a model detailing various adsorption regions is proposed. Saturation differences in SWCNT adsorption sites, contingent on processing conditions, account for observed trends and determine the optimal SWCNT/TPU ratio and factors affecting macroscopic properties. Furthermore, insights from effective adsorption isotherms can guide the optimization of the fabrication method to enhance properties.

Identifiers

PMID41164082
PMCPMC12560951

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LicenceCC BY
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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.