Evidence map›Paper›PMID 40335546›Full record

ArticleScientific reports2025

Self-generated temperature gradient under uniform heating in p-i-n junction carbon nanotube thermoelectric generators.

Oga Norimasa, Ryota Tamai, Hiroto Nakayama, Yoshiyuki Shinozaki, Masayuki Takashiri

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Recent Advances in Air-StableMaterials (Basel, Switzerland) · 2026
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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

5 authors.

Oga NorimasaDepartment of Materials Science, Tokai University, Hiratsuka, Kanagawa, 259-1292, Japan.
Ryota TamaiDepartment of Materials Science, Tokai University, Hiratsuka, Kanagawa, 259-1292, Japan.
Hiroto NakayamaDepartment of Materials Science, Tokai University, Hiratsuka, Kanagawa, 259-1292, Japan.
Yoshiyuki ShinozakiDepartment of Materials Science, Tokai University, Hiratsuka, Kanagawa, 259-1292, Japan.
Masayuki TakashiriDepartment of Materials Science, Tokai University, Hiratsuka, Kanagawa, 259-1292, Japan. takashiri@tokai.ac.jp.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Single-walled carbon nanotubes (SWCNTs) have attracted attention for use in thermoelectric generators (TEGs) that convert thermal energy into electricity. SWCNTs, which are lightweight, flexible, and nontoxic materials, are perfectly suited for TEGs as self-contained power sources for Internet of Things (IoT) sensors. However, the generation of electricity by TEGs requires not only a heat source to create a temperature gradient within the TEGs but also a cold source. In this study, we prepared SWCNT-TEGs consisting of p-i-n junction SWCNT films on a polyimide sheet that automatically generated a temperature gradient within the SWCNT-TEGs by uniform heating without a cold source. The output voltage and current of the SWCNT-TEG increased with increasing temperature. At a heating temperature of 370 K, the SWCNT-TEG exhibited an output voltage of 2.3 mV, a short-circuit current of 13.7 µA, and a maximum output power of 7.7 nW. The self-generated temperature gradient under uniform heating was attributed to the higher optical absorption of the SWCNT film than that of the polyimide sheet, which increased the temperature of the SWCNT film. The results of this study indicate that a simple attachment of SWCNT-TEGs to a heat source can sustainably power an IoT sensor as self-contained power sources.

Identifiers

PMID40335546
PMCPMC12059076

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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.