Evidence map›Paper›PMID 42452008›Full record

ArticleMaterials (Basel, Switzerland)2026

Multiscale Investigation of the Factors Governing Ice-Asphalt Interfacial Adhesion Strength: Insights from Pull-Off Tests and Molecular Simulations.

Teng Yuan, Yunhao Jiao, Qian Su, Yujin Yao, Huaxin Chen, Yongchang Wu

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

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.

Teng YuanSchool of Materials Science and Engineering, Chang'an University, Xi'an 710064, China.
Yunhao JiaoSchool of Materials Science and Engineering, Chang'an University, Xi'an 710064, China.
Qian SuThe Engineering Design Academy of Chang'an University Co., Ltd., Xi'an 710064, China.
Yujin YaoSchool of Materials Science and Engineering, Chang'an University, Xi'an 710064, China.
Huaxin ChenSchool of Materials Science and Engineering, Chang'an University, Xi'an 710064, China.
Yongchang WuSchool of Materials Science and Engineering, Chang'an University, Xi'an 710064, China.

Funding

Shaanxi Provincial Department of Transportation Project 24-24RXinjiang Transportation Industry Technology Project 2022-ZD-006Xinjiang Transportation Investment Co., Ltd. Technology Project ZKXFWCG2022060004Xinjiang Transportation Planning Survey and Design Institute Technology Project KY2022041101
6 · The paper itself

Abstract

Under low-temperature and high-humidity conditions, stable ice layers readily form on asphalt pavements in cold regions, and the enhanced ice-asphalt interfacial adhesion significantly increases deicing difficulty and traffic safety risks. To clarify the factors governing ice-asphalt interfacial adhesion strength, this study combines macroscopic pull-off tests and molecular dynamics simulations to systematically investigate the effects of interfacial contact area, temperature, pull-off rate, and molecular characteristics of representative asphalt components. The pull-off results show that adhesion strength increases markedly with decreasing temperature, rising from approximately 163 kPa at -2 °C to 242 kPa at -10 °C. In contrast, the nominal adhesion strength decreases with increasing ice specimen size, suggesting that size-related interfacial heterogeneity and nonuniform stress transfer may contribute to the pull-off response. The adhesion strength also generally decreases as the pull-off rate increases. Molecular dynamics simulations show that smaller asphalt-ice interfacial models exhibit higher molecular-scale nominal adhesion responses, while temperature-dependent simulations provide short-range asphalt-ice interaction descriptors for interpreting the experimental temperature trend. The calculated short-range asphalt-ice interaction energy becomes less negative from -531.4 to -352.5 kJ mol

Indexed as

asphaltice adhesioninterfacial interactionmolecular dynamics simulation

Identifiers

PMID42452008
PMCPMC13362902

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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.