Evidence map›Paper›PMID 42797096›Full record

ArticlePolymers2026

Multi-Objective Optimization of Curing Profiles for CFRP Patch Repair Under Thermochemical Coupling.

Ning Han, Yuan Wang, Yungang Sun, Erliang Liu, Longxin Fan

Abstract read
PubMed Full text at PMC Publisher
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
–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

5 authors.

Ning HanTechnology Center, State-Owned Wuhu Machinery Factory, Wuhu 241000, China.
Yuan WangTechnology Center, State-Owned Wuhu Machinery Factory, Wuhu 241000, China.
Yungang SunTechnology Center, State-Owned Wuhu Machinery Factory, Wuhu 241000, China.
Erliang LiuSchool of Mechanical Engineering, Changzhou University, Changzhou 213164, China.
Longxin FanSchool of Mechanical Engineering, Changzhou University, Changzhou 213164, China.

Funding

Key Aviation Research Project 87‑Ji‑25‑112
6 · The paper itself

Abstract

This study addresses the challenge of temperature non-uniformity during carbon fibre-reinforced polymer (CFRP) composite patch repair, which compromises curing quality and process efficiency. A coupled heat transfer-curing kinetics finite element model was developed and experimentally validated to investigate the heat sink effect of support structures. Key findings reveal that temperature differences concentrate near aluminum components and increase with curing temperature. For the present scarf-repair configuration, global sensitivity analysis identified the second-stage holding temperature (

Indexed as

CFRPcuring processfinite element simulationmulti-objective optimizationsensitivity analysis

Identifiers

PMID42797096
PMCPMC13610855

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.