Evidence map›Paper›PMID 41369489›Full record

ArticleNanomaterials (Basel, Switzerland)2025

SWCNT-Based Composite Films with High Mechanical Strength and Stretchability by Combining Inorganic-Blended Acrylic Emulsion for Various Thermoelectric Generators.

Yuto Nakazawa, Yoshiyuki Shinozaki, Hiroto Nakayama, Shuya Ochiai, Shugo Miyake, Masayuki Takashiri

Abstract read
In one paragraph

Article in Nanomaterials (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

6 authors.

Yuto NakazawaDepartment of Materials Science, Tokai University, Hiratsuka 259-1292, Kanagawa, Japan.
Yoshiyuki ShinozakiDepartment of Materials Science, Tokai University, Hiratsuka 259-1292, Kanagawa, Japan.
Hiroto NakayamaDepartment of Materials Science, Tokai University, Hiratsuka 259-1292, Kanagawa, Japan.
Shuya OchiaiDepartment of Materials Science, Tokai University, Hiratsuka 259-1292, Kanagawa, Japan.
Shugo MiyakeDepartment of Mechanical Engineering, Setsunan University, Neyagawa 572-8508, Osaka, Japan.ORCID 0009-0003-7564-7810
Masayuki TakashiriDepartment of Materials Science, Tokai University, Hiratsuka 259-1292, Kanagawa, Japan.ORCID 0000-0001-7041-6595

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Single-walled carbon nanotube (SWCNT) films are potential materials for thermoelectric generators (TEGs) owing to their flexibility and high thermoelectric performance near 300 K. However, they inherently exhibit low mechanical strength and high thermal conductivity. To address these limitations, SWCNT-based composite films were fabricated by combining SWCNTs with varying amounts of an inorganic-blended acrylic emulsion additive. The resulting SWCNT-based composite films exhibited significantly improved mechanical properties, with breaking strain and tensile strength values approximately thirty and two times higher, respectively, than those of the additive-free SWCNT film. Thermal conductivity decreased from 7.3 W/(m·K) for the additive-free SWCNT film to 2.1 W/(m·K) for the SWCNT-based composite films. Two types of TEGs were fabricated using the composite films: (1) the water-floating TEG, which generated a temperature difference through evaporative cooling; and (2) the standard TEG, which generated a temperature difference when vertically mounted on a heater. The output voltage of the first type of TEGs decreased as the additive amount increased, owing to reduced evaporative cooling. However, the second type of TEGs increased the output voltage by adding the appropriate amount of additive owing to the film's low thermal conductivity. These findings are significantly helpful in using TEGs with appropriate designs and placements.

Indexed as

acrylic emulsioncomposite filmsenergy harvestingIoTmechanical strengthstretchableSWCNTTEG

Identifiers

PMID41369489
PMCPMC12693934

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Registered trials

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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.