Evidence map›Paper›PMID 40603407›Full record

ArticleScientific reports2025

Impacts of carbon nanotubes and nano-graphene oxide on fatigue cracking in HMA exposed to runoff with varying acidity.

Javad Zarrinfam, Gholam Hossein Hamedi, Alireza Azarhoosh

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Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

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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

5 citing papers in PubMed.

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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

3 authors.

Javad ZarrinfamMSc Graduated, Department of Civil Engineering, University of Guilan, Rasht, Iran.
Gholam Hossein HamediAssociate Professor, Department of Civil Engineering, University of Guilan, PO Box: 3756, Rasht, Iran.ORCID http://orcid.org/0000-0003-4421-3721
Alireza AzarhooshAssociate Professor, Department of Civil Engineering, Faculty of Engineering, University of Bojnord, Bojnord, Iran. azarhoosh@ub.ac.ir.ORCID http://orcid.org/0000-0003-4368-8573

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Hot-mix asphalt (HMA) fatigue cracking is governed by external factors, including temperature, precipitation, and traffic loading, alongside internal factors, such as bitumen type, bitumen percent, air void, and the aggregate's mineralogy and physical properties. As a critical external factor, moisture, particularly runoff with varying acidity, exacerbates fatigue cracking through physical and chemical interactions. The use of advanced additives such as nanomaterials in HMAs enhances their performance against various types of distress. Carbon nanotubes (CNTs) and nano-graphene oxide (NGO) are nanomaterials that exhibit exceptionally high elastic resistance and desirable hydrophobic properties. Their application has shown promising results in the contaminated water treatment industry. Given that the providing solutions to mitigate the negative effects of acidic and alkaline waters on the intermediate-temperature performance of HMAs has not been widely discussed, this study employs CNTs and NGO to mitigate the damaging effects of acidic and alkaline runoff from surface pollutants on the fatigue performance of bitumen and HMAs. This study employed dynamic shear rheometer (DSR) and semi-circular bending (SCB) tests under dry, neutral wet, acidic wet (pH = 5 and 6), and alkaline wet (pH = 8 and 9) conditions to evaluate the fatigue cracking potential in different bitumens and asphalt mixtures. Limestone and siliceous aggregates, differing in moisture susceptibility, were combined with PG 58-22 bitumen to fabricate HMA. Carbon nanotubes (CNTs) and nano-graphene oxide (NGO) were also incorporated at 0.3% and 0.6% by the bitumen's weight. Test results on the bitumen and HMAs under different moisture conditions show that altering the pH of pure water significantly degrades the bitumen's rheological properties and the mixture's mechanical fracture resistance. Conversely, CNTs and NGO substantially reduced G*Sinδ while boosting fracture energy and toughness. In other words, these two nanomaterials reduced the fatigue parameter of the bitumen under dry, acidic, and alkaline moisture conditions, demonstrating their outstanding performance in enhancing the fatigue resistance of the modified bitumen against intermediate temperature cracking under various moisture exposures. Furthermore, the mixtures modified with CNTs and NGO withstood higher energy for cracking at intermediate temperatures when exposed to acidic and alkaline moisture conditions, while also increasing the critical stress threshold required for final failure. This indicates that CNTs and NGO, even when the detrimental effects of acidic and alkaline runoff dominate their properties, improve the performance of both the bitumen and the mixture against intermediate-temperature cracking. The specimens with 0.6% NGO exhibited exceptional fatigue resistance across all conditions. These findings highlight NGO at 0.6% concentration as a superior enhancer of asphalt resilience against runoff-induced fatigue deterioration.

Indexed as

Acidity levelsFatigue performanceHot-mix asphaltNanomaterialsRunoff

Identifiers

PMID40603407
PMCPMC12223286

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.