Evidence map›Paper›PMID 41180203›Full record

ArticleFrontiers in chemistry2025

Effect of graphene oxide dosage on the thermal and rheological behavior of asphalt for tropical road conditions.

Erick Mendoza, Talia Tene, Jorge Albuja-Sánchez, Guisella Cuenca, John Ramón, David Anzules, Cristian Vacacela Gomez, Yolenny Cruz Salazar, Lorenzo S Caputi, Salvatore Straface

Abstract read
In one paragraph

Article in Frontiers in chemistry, 2025. 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

10 authors.

Erick MendozaMaestría en Física, Facultad de Posgrado, Universidad Técnica de Manabí, Portoviejo, Manabí, Ecuador.
Talia TeneDepartament of Chemistry, Universidad Técnica Particular de Loja, Loja, Ecuador.
Jorge Albuja-SánchezMultidisciplinary Engineering Research Hub (MER Hub), Faculty of Habitat, Infrastructure, and Creativity, Pontificia Universidad Católica del Ecuador (PUCE), Quito, Ecuador.
Guisella CuencaIngeniería Química, Facultad de Ciencias Exactas y Naturales, Universidad Técnica Particular de Loja, Loja, Ecuador.
John RamónIngeniería Química, Facultad de Ciencias Exactas y Naturales, Universidad Técnica Particular de Loja, Loja, Ecuador.
David AnzulesDepartament of Physics, Facultad de Ciencias Básicas, Universidad Técnica de Manabí, Portoviejo, Manabí, Ecuador.
Cristian Vacacela GomezDepartment of Environmental Engineering, DIAm, University of Calabria, Rende, Calabria, Italy.
Yolenny Cruz SalazarSurface Nanoscience Group, Department of Physics, University of Calabria, Rende, Italy.
Lorenzo S CaputiSurface Nanoscience Group, Department of Physics, University of Calabria, Rende, Italy.
Salvatore StrafaceDepartment of Environmental Engineering, DIAm, University of Calabria, Rende, Calabria, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigates graphene oxide (GO) as a low-percent modifier for AC-30 asphalt used in tropical conditions. GO was added at 0.2, 0.4, and 0.6 wt% and tested through standard binder tests and RTFO short-term aging. Unaged binders with GO showed increased viscosity and hardness-viscosity rose by up to approximately 26%, penetration decreased by about 8%-13%, and the softening point rose slightly-indicating a stiffer initial matrix. During mixing at 135 °C-165 °C, both rotational and kinematic viscosities increased, with the highest gains near 0.4 wt%, suggesting a non-linear response to dosage. Under RTFO aging, GO-modified binders exhibited a higher viscosity aging index than the unmodified AC-30, indicating that GO enhances initial stiffness and does not compromise short-term oxidative hardening. Flash and fire points did not show systematic reductions at these dosages. Overall, sub-percent GO improves high-temperature rheology relevant for hot-climate pavements, but there is a trade-off between better early rutting resistance and potential stiffening with aging. Future research will include PAV/DSR testing and analysis of dispersion better to understand long-term behavior and processing at the plant level.

Indexed as

asphaltgraphene oxidehardnessresistanceviscosity

Identifiers

PMID41180203
PMCPMC12575313

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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.