Evidence map›Paper›PMID 41179139›Full record

ArticleACS omega2025

Optimization of MWCNT Concentration in Polysiloxane-Based Nanocomposites for Enhanced Performance of the TENGs.

Orkhan Gulahmadov, Lala Gahramanli, Mustafa Muradov, Nahida Musayeva, Stefano Bellucci, Christos Trapalis

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in ACS omega, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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.

Orkhan GulahmadovNano Research Laboratory, Center of Excellence, Baku State University, Academic Zahid Khalilov St. 23, Baku, AZ1148, Azerbaijan.ORCID https://orcid.org/0000-0003-0876-5115
Lala GahramanliNano Research Laboratory, Center of Excellence, Baku State University, Academic Zahid Khalilov St. 23, Baku, AZ1148, Azerbaijan.
Mustafa MuradovNano Research Laboratory, Center of Excellence, Baku State University, Academic Zahid Khalilov St. 23, Baku, AZ1148, Azerbaijan.
Nahida MusayevaInstitute of Physics, Ministry of Science and Education of Azerbaijan, Baku, AZ1073, Azerbaijan.
Stefano BellucciNational Institute of Materials Physics, Atomistilor str. 405 A, 077125 Magurele, Romania.
Christos TrapalisInstitute of Nanoscience and Nanotechnology, National Center for Scientific Research "Demokritos", Agia Paraskevi, 15341, Greece.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigates the optimization of multiwalled carbon nanotube (MWCNT) concentration in polysiloxane-based nanocomposites to enhance the performance of triboelectric nanogenerators (TENGs). Flexible nanocomposite films were fabricated using the doctor blading method, and their triboelectric output was systematically evaluated as a function of MWCNT loading. The results reveal that incorporating MWCNTs significantly improves the electrical performance of the TENG, with the open-circuit voltage (

Identifiers

PMID41179139
PMCPMC12573172

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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.