Evidence map›Paper›PMID 42752997›Full record

ArticleJournal of molecular modeling2026

Molecular mechanisms of thermo-oxidative stabilization in antioxidant-modified polyisoprene: bridging DFT calculations with macroscopic performance.

Enasty Pratiwi Wulandari, Muhammad Faizal, Tuti Indah Sari, Nukman Nukman

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Article in Journal of molecular modeling, 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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0cells of the map it votes in
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

4 authors.

Enasty Pratiwi WulandariDoctoral Program in Engineering, Chemical Engineering, Faculty of Engineering, Universitas Sriwijaya, 30862, Ogan Ilir, Indonesia.
Muhammad FaizalDoctoral Program in Engineering, Chemical Engineering, Faculty of Engineering, Universitas Sriwijaya, 30862, Ogan Ilir, Indonesia. muhammadfaizal@unsri.ac.id.
Tuti Indah SariDoctoral Program in Engineering, Chemical Engineering, Faculty of Engineering, Universitas Sriwijaya, 30862, Ogan Ilir, Indonesia.
Nukman NukmanDoctoral Program in Engineering, Chemical Engineering, Faculty of Engineering, Universitas Sriwijaya, 30862, Ogan Ilir, Indonesia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

contextThermo-oxidative and ozone-induced degradation of natural rubber (NR) in modified asphalt necessitates the use of robust antidegradants, yet the precise quantum-mechanical prediction mechanisms underlying their action remain largely unexplored. This study integrates macroscopic experimental characterizations with density functional theory (DFT) simulations to evaluate the competitive efficacies and thermodynamic profiles of 6PPD, TMQ, and BHT. Theoretical evaluation reveals that hydrogen atom transfer (HAT) exclusively dominates radical scavenging, where the endergonic nature of TMQ (ΔG

methodsAll quantum chemical calculations were performed using density functional theory (DFT) at the B3LYP-D3(BJ)/def2-TZVP level of theory. The ORCA 6.1.1 software package was employed for all computational modeling, conducted in the gas phase under standard conditions (298.15 K, 1 atm) with unscaled zero-point energy (ZPE) corrections applied. Intrinsic molecular reactivities were extracted via conceptual DFT (CDFT) using frontier molecular orbital (FMO) energies. Transition-state (TS) geometries were approximated using relaxed surface scans (RSS) and subsequently subjected to rigorous saddle-point optimizations (OptTS), with authenticity verified by the presence of a single imaginary frequency in harmonic vibrational analysis. Theoretical infrared (IR) spectra were simulated via analytical frequency calculations. Experimentally, formulated NR compounds (F1-F4) were prepared via a two-roll open mill and vulcanized at 150 °C. Accelerated thermal aging was conducted in an air-circulating oven at 100 °C for 72 h. Macroscopic performance was evaluated using a moving die rheometer, universal testing machine (ISO 37:2017), durometer (ASTM D2240-15), SEM-EDX, and FTIR spectroscopy to validate the theoretical paradigms.

Indexed as

AntiozonantDensity functional theoryNatural rubberReaction mechanismThermal agingTransition stateVulcanization kinetics

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Registered trials

None linked

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.