Evidence map›Paper›PMID 42513780›Full record

ArticleMaterials (Basel, Switzerland)2026

Molecular Dynamics Insights into Substrate-Induced Gradient Stiffness and Vibrational Modes in P3AT Thin Films.

Peng Wan, Wenzhan Zhang, Hongji Yuan, Xianwei Xu

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 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
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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

4 authors.

Peng WanSchool of Aeronautics and Astronautics Engineering, Nanchang Institute of Technology, Nanchang 330044, China.
Wenzhan ZhangSchool of Electronics and Information Engineering, Nanchang Institute of Technology, Nanchang 330044, China.
Hongji YuanSchool of Aeronautics and Astronautics Engineering, Nanchang Institute of Technology, Nanchang 330044, China.
Xianwei XuSchool of Aeronautics and Astronautics Engineering, Nanchang Institute of Technology, Nanchang 330044, China.

Funding

Science and Technology Research Project of Jiangxi Provincial Department of Education GJJ2402615
6 · The paper itself

Abstract

In this study, we reveal the emergence of a tri-regime gradient in stiffness across substrate-supported poly(3-alkylthiophene) (P3AT) thin films, comprising an adsorbed region, a bulk-like region, and a free surface region. The stiffness distribution is found to be largely independent of the degree of polymerization but is significantly modulated by side chain length and temperature. Specifically, longer side chains (bead count = 4) expand the adsorbed and free surface regions, while elevating temperature above the glass transition leads to an order-of-magnitude reduction in stiffness. Phonon mode analysis demonstrates a clear inverse correlation between vibrational frequency and both the degree of polymerization and temperature, with side chain length exerting minimal influence. A high phonon mode similarity index between the main and side chains indicates coupled vibrational dynamics. Interfacial energy decomposition confirms that van der Waals interactions, particularly through distinct π-π stacking, dominate the substrate adhesion. These findings provide fundamental insights into the nanoscale thermomechanical properties of P3AT thin films on silica substrates, offering valuable guidance for the interface engineering of P3AT-on-silica systems in organic electronics.

Indexed as

energy decompositiongradient stiffnessP3ATphonon vibrational modes

Identifiers

PMID42513780
PMCPMC13413757

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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.