Evidence map›Paper›PMID 42578316›Full record

ArticleSmall methods2026

Gradient Liquid-Like Interface Engineering for Durable Transparent Anti-Icing and Anti-Frosting Coatings.

Dongdong Fan, Wenna Liu, Xiaocheng Huang, Zhenbo Wang, He Xu, Lian Huang, Yu Li, Chenke Gao, Yumin Ye

Abstract read
In one paragraph

Article in Small methods, 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

9 authors.

Dongdong FanDepartment of Materials Science and Engineering, Faculty of Materials Science and Chemical Engineering, Ningbo University, Ningbo, China.
Wenna LiuDepartment of Materials Science and Engineering, Faculty of Materials Science and Chemical Engineering, Ningbo University, Ningbo, China.
Xiaocheng HuangDepartment of Materials Science and Engineering, Faculty of Materials Science and Chemical Engineering, Ningbo University, Ningbo, China.
Zhenbo WangDepartment of Materials Science and Engineering, Faculty of Materials Science and Chemical Engineering, Ningbo University, Ningbo, China.
He XuDepartment of Materials Science and Engineering, Faculty of Materials Science and Chemical Engineering, Ningbo University, Ningbo, China.
Lian HuangDepartment of Materials Science and Engineering, Faculty of Materials Science and Chemical Engineering, Ningbo University, Ningbo, China.
Yu LiDepartment of Materials Science and Engineering, Faculty of Materials Science and Chemical Engineering, Ningbo University, Ningbo, China.
Chenke GaoDepartment of Materials Science and Engineering, Faculty of Materials Science and Chemical Engineering, Ningbo University, Ningbo, China.
Yumin YeDepartment of Materials Science and Engineering, Faculty of Materials Science and Chemical Engineering, Ningbo University, Ningbo, China.ORCID https://orcid.org/0000-0001-8263-045X

Funding

Space Application System of China Manned Space Program KJZ-YY-NLX0604Zhejiang Provincial Natural Science Foundation of China LBMHZ24E030002
6 · The paper itself

Abstract

Ice and frost accumulation blocks light transmission and destabilizes outdoor photovoltaic and optoelectronic systems. Current passive anti-icing coatings still struggle to simultaneously achieve transparency, anti-icing performance, and long-term durability. Liquid-like coatings are promising for transparent anti-icing surfaces, yet their high interfacial mobility often comes at the expense of mechanical robustness. Here, we report a durable, transparent, gradient liquid-like coating fabricated by a one-step plasma-enhanced chemical vapor deposition process that addresses this trade-off through biomimetic gradient interface engineering. Hexamethyltrisiloxane is identified as an effective precursor for constructing a water-repellent, highly mobile liquid-like surface, while 1,3,5,7-tetramethylcyclotetrasiloxane forms a crosslinked supporting framework underneath. Interfacial characterizations using atomic force measurements reveal a more compliant and lower-friction near-surface liquid-like region with substantially reduced water pinning. The resulting coating delivers a rare combination of prolonged freezing delay, low ice adhesion, and outstanding durability over 100 icing/deicing cycles and 40 000 abrasion cycles, while preserving high transparency. When applied to solar cells, it effectively suppresses frosting and retains a power conversion efficiency of 10.01% under frosting, compared with 5.18% for the uncoated device. This work establishes gradient plasma-polymerized liquid-like interfaces as a practical strategy for durable transparent anti-icing and anti-frosting protection of outdoor photovoltaic and optoelectronic systems.

Indexed as

anti‐frostinganti‐icingbiomimetic gradient interfacedurable transparent coatingliquid‐like surfaceplasma‐enhanced chemical vapor deposition

Identifiers

PMID42578316
PMCPMC13555682

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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.