Evidence map›Paper›PMID 41908980›Full record

ArticleACS applied electronic materials2026

Structure-Function Coupling in Pyridyl Triazole Copolymers for Neuromorphic Synaptic Transistors.

Arash Ghobadi, Salahuddin Attar, Abhijeet Abhi, Thomas B Kallaos, Dilan M Gamachchi, Indeewari M Karunarathne, Andrew C Meng, Joseph C Mathai, Shubhra Gangopadhyay, Steven P Kelley and 2 more

Abstract read
In one paragraph

Article in ACS applied electronic materials, 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

12 authors.

Arash GhobadiDepartment of Physics and Astronomy, University of Missouri, Columbia, Missouri 65211, United States.
Salahuddin AttarCollege of Science and Engineering, Hamad Bin Khalifa University, Doha 34110, Qatar.ORCID https://orcid.org/0000-0003-1341-2218
Abhijeet AbhiDepartment of Physics and Astronomy, University of Missouri, Columbia, Missouri 65211, United States.
Thomas B KallaosDepartment of Physics and Astronomy, University of Missouri, Columbia, Missouri 65211, United States.
Dilan M GamachchiDepartment of Physics and Astronomy, University of Missouri, Columbia, Missouri 65211, United States.ORCID https://orcid.org/0000-0003-1517-839X
Indeewari M KarunarathneDepartment of Physics and Astronomy, University of Missouri, Columbia, Missouri 65211, United States.ORCID https://orcid.org/0009-0008-7105-0036
Andrew C MengDepartment of Physics and Astronomy, University of Missouri, Columbia, Missouri 65211, United States.ORCID https://orcid.org/0000-0002-3060-8928
Joseph C MathaiMU Materials Science and Engineering Institute, University of Missouri, Columbia, Missouri 65211, United States.
Shubhra GangopadhyayDepartment of Electrical Engineering and Computer Science, University of Missouri, Columbia, Missouri 65211, United States.
Steven P KelleyDepartment of Chemistry, University of Missouri, Columbia, Missouri 65211, United States.ORCID https://orcid.org/0000-0001-6755-4495
Mohammed Al-HashimiCollege of Science and Engineering, Hamad Bin Khalifa University, Doha 34110, Qatar.ORCID https://orcid.org/0000-0001-6015-2178
Suchismita GuhaDepartment of Physics and Astronomy, University of Missouri, Columbia, Missouri 65211, United States.ORCID https://orcid.org/0000-0002-6269-2298

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Organic ferroelectric transistors are excellent candidates as low-cost alternatives for synaptic devices. Specifically, interfaces with donor-acceptor semiconducting polymers and copolymers of poly-(vinylidene fluoride) (PVDF) are attractive for mimicking synaptic responses. By tailoring the linking unit between the pyridyl triazole (PyTr) acceptors and thiophene donors, three copolymers are synthesized incorporating selenium-substituted thiophene, benzothiadiazole, and fluorine-substituted thiophene linkers. Using the hexafluoropropylene copolymer of PVDF (PVDF-HFP) as the dielectric layer, the three PyTr semiconductors show p-type transport in transistor architectures with carrier mobilities between 0.1 and 0.2 cm

Indexed as

donor−acceptor polymersneural networkneuromorphic deviceorganic transistortrap density of states

Identifiers

PMID41908980
PMCPMC13019670

What OpenQuestion holds

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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.