Evidence map›Paper›PMID 41977609›Full record

ArticlePolymers2026

Molecular Mechanism of Disulfide Bond Healing and Network Repair in Epoxy Vitrimers Revealed by Quantum Chemical and Molecular Dynamics Simulations.

Tomoya Uyama, Naoki Kishimoto, Yutaka Oya, Takahiro Murashima, Jun Koyanagi

Abstract read
In one paragraph

Article in Polymers, 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

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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

5 authors.

Tomoya UyamaDepartment of Materials Science and Technology, Tokyo University of Science, Tokyo 125-8585, Japan.
Naoki KishimotoInstitute for Excellence in Higher Education, Tohoku University, Sendai 980-8576, Japan.ORCID 0000-0003-2988-456X
Yutaka OyaDepartment of Materials Science and Technology, Tokyo University of Science, Tokyo 125-8585, Japan.ORCID 0000-0003-2136-6004
Takahiro MurashimaDepartment of Physics, Tohoku University, Sendai 980-8579, Japan.ORCID 0000-0002-4148-2355
Jun KoyanagiDepartment of Materials Science and Technology, Tokyo University of Science, Tokyo 125-8585, Japan.ORCID 0000-0001-6754-2822

Funding

Japan Science and Technology Agency JPMJKP24W1Japan Society for the Promotion of Science JP24K08182Japan Society for the Promotion of Science JP25K07488
6 · The paper itself

Abstract

We investigate covalent bond healing and mechanical property recovery in a cross-linked epoxy vitrimer containing disulfide bonds by combining quantum chemical calculations and molecular dynamics simulations. Quantum chemical calculations based on the GRRM method are first performed to explore energetically accessible post-scission recombination pathways of sulfur-centered radicals generated by disulfide bond cleavage. The resulting energetic ordering of bonding configurations is incorporated into molecular dynamics simulations through recombination rules derived from the quantum chemical calculations, allowing assessment of network repair and mechanical response. The results indicate that sulfur-centered radicals can undergo post-scission recombination via transient interactions with the aromatic ring prior to reformation of the disulfide bond. Tensile simulations further show that disulfide bonds preferentially break compared with other covalent bonds in the cross-linked network. Incorporation of the recombination pathways identified by the quantum chemical calculations leads to enhanced bond reformation and partial recovery of mechanical properties compared with a model assuming direct sulfur-sulfur recombination only.

Indexed as

molecular dynamics simulationquantum chemical calculationvitrimer

Identifiers

PMID41977609
PMCPMC13075180

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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.