Evidence map›Paper›PMID 42124286›Full record

ArticleMaterials (Basel, Switzerland)2026

Analysis of Rapid Curing Characteristics of Modified Epoxy Emulsified Asphalt Mixture with Steel Slag Addition Under Microwave Radiation.

Guoqing Gu, Kaijian Huang, Yan Ding, Guomin Wu, Pengyang Song

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

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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

5 authors.

Guoqing GuCollege of Civil Engineering, Nanjing Forestry University, 159# Longpan, Nanjing 210037, China.
Kaijian HuangCollege of Civil Engineering, Nanjing Forestry University, 159# Longpan, Nanjing 210037, China.ORCID 0000-0003-3715-1534
Yan DingCollege of Civil Engineering, Nanjing Forestry University, 159# Longpan, Nanjing 210037, China.
Guomin WuInstitute of Chemical Industry of Forest Products, Chinese Academy of Forestry, 16# Suojinwucun, Nanjing 210042, China.
Pengyang SongCollege of Civil Engineering, Nanjing Forestry University, 159# Longpan, Nanjing 210037, China.ORCID 0009-0003-4236-2448

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

To address the slow curing and low early strength of conventional modified epoxy emulsified asphalt repair materials, this study introduced steel slag aggregate into epoxy emulsified asphalt mixtures. Experimental techniques including heat absorption-heat transfer rate tests, Marshall stability tests, COMSOL numerical simulation, and scanning electron microscopy (SEM) were adopted to analyze rapid and uniform heating under microwave radiation. The influence of steel slag's chemical composition, content, and particle size on epoxy curing, asphalt demulsification, and early strength of the mixture was systematically examined. Results show that steel slag containing Fe and Mg elements exhibits higher microwave absorption efficiency. When its content exceeds 15%, the heating rate increases by approximately 0.335 °C/s under the tested conditions. Particles sized 0.6~2.36 mm show better wavelength matching with the applied microwave frequency (2.45 GHz), thereby enhancing absorption. After 140 s of microwave radiation, the core temperature of the mixture reaches 110 °C, which is the appropriate temperature to achieve rapid epoxy curing and synchronous asphalt demulsification. These two processes synergistically form a continuous network structure, thereby improving the compactness and initial laboratory Marshall stability of the mixture. Nevertheless, this study has several limitations. The microwave absorption efficiency depends strongly on the specific mineralogy and Fe/Mg content of steel slag, both of which may vary with source. The conclusions are based on laboratory-scale tests under fixed microwave power and mixture proportions. Despite these limitations, the results demonstrate that steel slag can serve as an effective microwave-absorbing component in epoxy emulsified asphalt mixtures, enabling rapid curing and demulsification to accelerate early strength development.

Indexed as

microwave radiationmodified epoxy emulsified asphalt mixturerapid curingsteel slag

Identifiers

PMID42124286
PMCPMC13165217

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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.