Evidence map›Paper›PMID 41571970›Full record

ArticleEnvironmental science and pollution research international2026

Studying different polymer modified model asphalt using molecular dynamics simulation methods.

George Rucker, Liqun Zhang

Abstract read
In one paragraph

Article in Environmental science and pollution research international, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Review
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

2 authors.

George RuckerDepartment of Chemical Engineering, Tennessee Technological University, Cookeville, TN, 38505, USA.
Liqun ZhangDepartment of Chemical Engineering, University of Rhode Island, Kingston, RI, 02881, USA. lqzhang0332@hotmail.com.ORCID http://orcid.org/0000-0001-6933-4330

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Asphalt is a viscous liquid derived from the distillation of crude oil. It is mainly used on road pavements and roof patching. To recycle waste tires and improve the performance of asphalt, researchers have incorporated components in waste tire-polymers into asphalt mixtures and applied them on road pavement. To understand the modification effect in molecular details, different polymers were mixed with model asphalt and the major physical and mechanical properties of the polymer modified asphalt systems were predicted and compared to the original asphalt using molecular dynamics simulation methods. In total, four kinds of common polymers were selected as additives, including polyethylene (PE), polystyrene (PS), styrene-butadiene rubber (SBR), and styrene-butadiene-styrene (SBS), to mix with the model asphalt. Different asphalt systems were set up and modelled over the temperature range from the room temperature to the hot-mix asphalt temperature using all-atom LAMMPS molecular dynamic simulations. The density, diffusion coefficients of components, radial distribution function, thermal conductivity, correlation function, and viscosity of different asphalt systems were predicted, besides the radius of gyration of polymer in both the pure systems and in asphalt systems. It was found that the diffusion coefficients of components in different asphalt systems had a similar dependence on temperature, and the packing of asphalt molecules was modified by the polymer. The addition of PS, SBS or SBR increases the density of asphalt binder, while PE lowers it. The thermal conductivity of the asphalt binder system decreased upon incorporation of a polymer. These results can help to understand both the modification effects of different polymers on asphalt and the structure and properties of polymers in different media, which can help to design the optimum strategy to recycle waste tires on asphalt road pavements.

Indexed as

HydrocarbonsMolecular Dynamics SimulationPolymersButadienesElastomersPolystyrenesStyrenesViscosityasphaltButadienesElastomersHydrocarbonsPolymersPolystyrenesstyrene-butadiene rubberStyrenesAsphaltLAMMPSMolecular dynamic simulationPolymers

Identifiers

PMID41571970
PMCPMC12901091

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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.