Evidence map›Paper›PMID 41095356›Full record

ArticleMaterials (Basel, Switzerland)2025

Mechanical and Anti-Icing Properties of Polyurethane/Carbon Fiber-Reinforced Polymer Composites with Carbonized Coffee Grounds.

Seong Baek Yang, Min Ji Woo, Donghyeon Lee, Jong-Hyun Kim, Sang Yong Nam, Dong-Jun Kwon

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Seong Baek YangResearch Institute for Green Energy Convergence Technology, Gyeongsang National University, Jinju 52828, Republic of Korea.
Min Ji WooDepartment of Polymer Science and Engineering, School of Materials and Engineering, Gyeongsang National University, Jinju 52828, Republic of Korea.
Donghyeon LeeDepartment of Materials Engineering and Convergence Technology, Gyeongsang National University, Jinju 52828, Republic of Korea.
Jong-Hyun KimResearch Institute for Green Energy Convergence Technology, Gyeongsang National University, Jinju 52828, Republic of Korea.
Sang Yong NamResearch Institute for Green Energy Convergence Technology, Gyeongsang National University, Jinju 52828, Republic of Korea.ORCID 0000-0002-6056-2318
Dong-Jun KwonResearch Institute for Green Energy Convergence Technology, Gyeongsang National University, Jinju 52828, Republic of Korea.

Funding

Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education RS-2020-NR049575Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education RS-2023-00243423Technology development Program funded by the Ministry of SMEs and Startups(MSS, Korea) RS-2025-02221628Technology Innovation Program funded By the Ministry of Trade Industry & Energy(MOTIE, Korea) RS-2025-02314542
6 · The paper itself

Abstract

Spent coffee grounds represent an abundant waste resource with potential for sustainable material applications. This study investigates the use of carbonized spent coffee grounds (CSCG) as fillers in polyurethane (PU) coatings for carbon fiber-reinforced polymer (CFRP) substrates to enhance mechanical durability and anti-icing performance. SCGs were dried, sieved (<100 µm), and oxidatively carbonized in air at 100-300 °C for 60-120 min, then incorporated into PU at 1 or 5 wt.% and applied by spray-coating. A full-factorial design was employed to evaluate the effects of carbonization temperature, particle size, and filler loading. The optimized formulation (300 °C, 100 µm, 5 wt.%) showed the highest water contact angle (103.5°), lowest work of adhesion (55.8 mJ/m

Indexed as

carbon fiber-reinforced polymercarbonized spent coffee groundpolyurethanesustainable filler

Identifiers

PMID41095356
PMCPMC12525929

What OpenQuestion holds

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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.