Evidence map›Paper›PMID 42495387›Full record

ArticleACS omega2026

Incorporating the Heating Stage into Processability Maps for Epoxy Curing Optimization.

Sihem Zaidi, Daniel Sánchez-Rodriguez, Ahmed Saleh, Jordi Farjas, Paul Spencer, Josep Costa

Abstract read
In one paragraph

Article in ACS omega, 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

6 authors.

Sihem ZaidiAMADE - Analysis and Advanced Materials for Structural Design, Polytechnic School, University of Girona, C/ Universitat de Girona 4, Girona E-17003, Spain.ORCID https://orcid.org/0000-0003-3307-4519
Daniel Sánchez-RodriguezAMADE - Analysis and Advanced Materials for Structural Design, Polytechnic School, University of Girona, C/ Universitat de Girona 4, Girona E-17003, Spain.
Ahmed SalehAMADE - Analysis and Advanced Materials for Structural Design, Polytechnic School, University of Girona, C/ Universitat de Girona 4, Girona E-17003, Spain.
Jordi FarjasAMADE - Analysis and Advanced Materials for Structural Design, Polytechnic School, University of Girona, C/ Universitat de Girona 4, Girona E-17003, Spain.ORCID https://orcid.org/0000-0002-4093-9843
Paul SpencerGurit - Gurit (U.K.) Ltd., St. Cross Business Park, Newport, Isle of Wight PO30 5WU, United Kingdom.
Josep CostaAMADE - Analysis and Advanced Materials for Structural Design, Polytechnic School, University of Girona, C/ Universitat de Girona 4, Girona E-17003, Spain.ORCID https://orcid.org/0000-0002-7134-7146

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Real curing cycles combine heating ramps and isothermal holds, producing trajectories that conventional charts fail to capture. Isothermal time-temperature-transformation charts (TTT) neglect dynamic heating, while continuous-heating-transformation diagrams (CHT) oversimplify by omitting isothermal stages, leading to significant deviations from experimental observations. In this paper, we develop a comprehensive time-temperature-transformation diagram that considers an initial heating ramp and subsequent isothermal stage (TTT-β) to assess the processability of the epoxy resins. This chart features the curing, degradation, vitrification, and gelation kinetics evaluated by isoconversional models, thus they allow determining the optimal time and temperature processing. The reliability of these charts has been validated experimentally. Measurements of the curing degree in a typical epoxy-amine resin indicate that, under heating rates, comparable to those used in industrial processes such as autoclave curing, a non-negligible degree of curing is achieved during the heating ramp, before reaching the isothermal stage. Thus, rendering the information from these diagrams unreliable and highlighting the critical importance of the heating phase. We further examined the effects of thermal degradation and vitrification on the interlaminar shear strength (ILSS), compressive strength (σ

Identifiers

PMID42495387
PMCPMC13392904

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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.