Evidence map›Paper›PMID 42101889›Full record

ArticleACS macro letters2026

Reversal of Glass Transition Temperature at Buried Interfaces in Thermosetting Epoxy Reveals Competition Between Network Maturity and Solid-Induced Confinement.

Tatsuki Abe, Honori Tajima, Yuji Yasukochi, Keiji Tanaka

Abstract read
In one paragraph

Article in ACS macro letters, 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

4 authors.

Tatsuki AbeCenter for Polymer Interface and Molecular Adhesion Science, Kyushu University, Fukuoka 819-0395, Japan.ORCID 0000-0001-9923-8032
Honori TajimaDepartment of Applied Chemistry, Kyushu University, Fukuoka 819-0395, Japan.
Yuji YasukochiCenter for Polymer Interface and Molecular Adhesion Science, Kyushu University, Fukuoka 819-0395, Japan.
Keiji TanakaCenter for Polymer Interface and Molecular Adhesion Science, Kyushu University, Fukuoka 819-0395, Japan.ORCID 0000-0003-0314-3843

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The glass transition at buried interfaces critically influences the reliability of thermosetting adhesives and composites, yet direct determination of interfacial glass transition behavior remains challenging. Here, we report a label-free fluorescence lifetime approach that directly excites aromatic backbones of an epoxy resin using third-harmonic generation pulses, eliminating probe-induced artifacts and enabling thermally robust and noninvasive measurements. By combining this approach with evanescent wave illumination, we selectively probed the buried adhesion interface and found that the interfacial glass transition temperature was lower than the bulk value under conventional curing conditions. Upon additional thermal annealing, however, the interfacial glass transition temperature exceeded the bulk value. These results resolve the interplay between chemical network maturity and substrate-induced confinement, establishing a mechanistic framework for interfacial glass transition in thermosetting polymers.

Identifiers

PMID42101889
PMCPMC13192308

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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.