Evidence map›Paper›PMID 41816364›Full record

ArticleNanotechnology, science and applications2026

Study of a Flexible ZnO/MWCNTs Thin Film Sensor for Hydrogen Peroxide Vapor Detection by Impedance Spectroscopy.

Gohar Shahnazaryan, Artak Sayunts, Gevorg Shahkhatuni, Rima Papovyan, Zarine Simonyan, Gabriel Gevorgyan, Andranik Grigoryan, Dušan Kopecký, Mikayel Aleksanyan

Abstract read
In one paragraph

Article in Nanotechnology, science and applications, 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

9 authors.

Gohar ShahnazaryanCenter of Materials Science and Nanotechnologies (Institute of Physics), Yerevan State University, Yerevan, Armenia.
Artak SayuntsCenter of Materials Science and Nanotechnologies (Institute of Physics), Yerevan State University, Yerevan, Armenia.ORCID 0000-0003-3898-9996
Gevorg ShahkhatuniCenter of Materials Science and Nanotechnologies (Institute of Physics), Yerevan State University, Yerevan, Armenia.
Rima PapovyanCenter of Materials Science and Nanotechnologies (Institute of Physics), Yerevan State University, Yerevan, Armenia.ORCID 0009-0001-5959-358X
Zarine SimonyanCenter of Materials Science and Nanotechnologies (Institute of Physics), Yerevan State University, Yerevan, Armenia.ORCID 0009-0002-0794-818X
Gabriel GevorgyanCenter of Materials Science and Nanotechnologies (Institute of Physics), Yerevan State University, Yerevan, Armenia.
Andranik GrigoryanCenter of Materials Science and Nanotechnologies (Institute of Physics), Yerevan State University, Yerevan, Armenia.
Dušan KopeckýDepartment of Mathematics, Informatics and Cybernetics, Faculty of Chemical Engineering, University of Chemistry and Technology Prague, Prague, Czech Republic.
Mikayel AleksanyanCenter of Materials Science and Nanotechnologies (Institute of Physics), Yerevan State University, Yerevan, Armenia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The growing demand for sensors capable of detecting hydrogen peroxide vapor (HPV) in industrial and medical applications has led to increased research activity in this field. Despite significant progress, there remains a strong need for the development of new HPV-sensitive materials as well as for improving the performance of existing sensor systems. This work presents a flexible hydrogen peroxide vapor sensor employing a ZnO/MWCNTs (multi-walled carbon nanotubes) thin film as the sensing layer and provides a detailed impedance-based analysis. Methods: The frequency dependence of the real and imaginary components of the complex impedance was measured in air and under exposure to HPV at operating temperatures ranging from room temperature to 200 °C. The influence of ultraviolet (UV) irradiation on the impedance response of the ZnO/MWCNTs sensor was also examined. The structural, morphological, and compositional characteristics of the ZnO/MWCNTs composite were analyzed by scanning electron microscopy (SEM), transmission electron microscopy (TEM), energy-dispersive X-ray spectroscopy (EDS), and X-ray photoelectron spectroscopy (XPS). Results: Analysis of the impedance spectra enabled the proposal of an equivalent electrical circuit describing the sensor structure. The parameters of the circuit elements were determined, and the calculated impedance curves showed good agreement with the experimental data. A linear increase in sensor sensitivity was observed with increasing temperature up to 175 °C. Ultraviolet (UV) irradiation resulted in an approximately twofold enhancement of sensor sensitivity at room temperature. Conclusion: It was demonstrated that the flexible polyimide substrate with platinum interdigitated electrodes makes a significant contribution to the overall impedance of the ZnO/MWCNTs sensor structure. In the equivalent circuit, this contribution is represented by a parallel parasitic capacitance (C

Indexed as

equivalent circuitflexible sensorhydrogen peroxide vaporimpedance spectroscopymulti-walled carbon nanotubeszinc oxide

Identifiers

PMID41816364
PMCPMC12974140

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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.