Evidence map›Paper›PMID 42589789›Full record

ArticlePolymers2026

Preliminary Feasibility Evaluation of Groove-Filling Thermochromic Polyurea Composites for Low-Temperature Visual Warning in Black Ice-Prone Pavements.

Junseo Lee, Hwang-Hee Kim, Yeeun Kim, Chul-Hyun Won, Gyeongho Lee, Kwan Kyu Kim, Jaeheum Yeon

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
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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

7 authors.

Junseo LeeInterdisciplinary Program in Earth Environmental System Science & Engineering, Kangwon National University, Chuncheon 24341, Republic of Korea.ORCID 0009-0006-7879-5212
Hwang-Hee KimGK Tech Co., Ltd., Chuncheon 24210, Republic of Korea.
Yeeun KimGK Tech Co., Ltd., Chuncheon 24210, Republic of Korea.
Chul-Hyun WonKorea Conformity Laboratories, Chuncheon 24341, Republic of Korea.
Gyeongho LeeGangwon State Office Relocation Task Force, Chuncheon 24266, Republic of Korea.
Kwan Kyu KimKorea Conformity Laboratories, Chuncheon 24341, Republic of Korea.ORCID 0009-0003-2813-3729
Jaeheum YeonDepartment of Regional Infrastructure Engineering, Kangwon National University, Chuncheon 24341, Republic of Korea.ORCID 0000-0002-3603-8305

Funding

Institute for Advanced Construction TechnologyKorea Agency for Infrastructure Technology Advancement 2610000692
6 · The paper itself

Abstract

Black ice poses a serious winter road-safety hazard because its transparent appearance and localized formation make dangerous pavement conditions difficult to detect before vehicles enter affected areas. Converting this hidden low-temperature risk into visible surface information is therefore important for intuitive driver warning and road management. In this study, groove-filling thermochromic polyurea-based composites were fabricated using aliphatic polyurea resin, reversible thermochromic pigment (R.T.P.), and silica sand, and their colorimetric response, mechanical properties, and groove-filling applicability were investigated. Considering visual response and mechanical performance, the mixture containing 10 wt.% binder and 20 phr R.T.P. was selected as the most balanced candidate. For this mixture, the CIE L*a*b* values changed from 58.36, 3.85, and 13.32 for the control specimen to 47.82, 22.95, and 8.52, respectively, indicating a darker and more reddish appearance. The maximum compressive and flexural strengths were 10.13 MPa and 6.20 MPa, respectively. In addition, the selected mixture retained its low-temperature color response in the groove-filled state, confirming its preliminary groove-filling applicability. These results suggest the potential of thermochromic polyurea-based composites as visual-warning pavement materials for winter road safety.

Indexed as

black ice-prone pavementCIE 1931 chromaticityCIE L*a*b* colorimetrygroove-filling polyurea compositereversible thermochromic pigmentthermochromic pavement materialtransition temperature

Identifiers

PMID42589789
PMCPMC13467604

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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.