Evidence map›Paper›PMID 41585689›Full record

ArticleACS omega2026

In Situ-Grown LDH Coatings Intercalated with Organic Inhibitors on AA2024 Aluminum Alloy: Synergistic Corrosion Inhibition and DFT-Based Insights.

Amal Abdouli, Mohamed Amine Djebbi, Hafsia Ben Rhaiem, Abdesslem Ben Haj Amara

Abstract read
In one paragraph

Article in ACS omega, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Amal AbdouliLaboratory of Ressources, Materials & Ecosystem (RME), University of Carthage, Faculty of Sciences of Bizerte, Zarzouna 7021, Tunisia.
Mohamed Amine DjebbiLaboratory of Ressources, Materials & Ecosystem (RME), University of Carthage, Faculty of Sciences of Bizerte, Zarzouna 7021, Tunisia.ORCID https://orcid.org/0000-0002-7237-3557
Hafsia Ben RhaiemLaboratory of Ressources, Materials & Ecosystem (RME), University of Carthage, Faculty of Sciences of Bizerte, Zarzouna 7021, Tunisia.
Abdesslem Ben Haj AmaraLaboratory of Ressources, Materials & Ecosystem (RME), University of Carthage, Faculty of Sciences of Bizerte, Zarzouna 7021, Tunisia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In this study, ZnAl layered double hydroxide (LDH) nanocontainers were grown in situ on AA2024 aluminum alloy through a controlled hydrothermal process, using the native oxide layer as an internal aluminum source, and succinic acid (SA) and tartaric acid (TA) inhibitor anions were subsequently intercalated into the LDH interlayers via an optimized ion-exchange treatment performed at 60 °C under ambient pressure, with exposure times from 15 min to 5 h to evaluate the effect of intercalation duration on inhibitor uptake and film stability. Structural and morphological analyses by X-ray diffraction (XRD) and scanning electron microscopy (SEM) confirmed the formation of well-crystallized LDH films and the successful incorporation of the organic inhibitors. Corrosion resistance in 3.5% NaCl, assessed through immersion tests, electrochemical impedance spectroscopy (EIS), and potentiodynamic polarization (PDP), showed that the SA-intercalated coating achieved an inhibition efficiency of 95.1% after 48 h, significantly higher than the 62.5% obtained for the TA-based coating, while the pristine LDH layer provided only short-term barrier protection. The superior performance of LDH_SA is attributed to the synergistic effects of chloride ion trapping within the LDH matrix, the formation of a hydrophobic protective layer generated by released SA, and a self-healing response driven by ion-exchange mechanisms. Density functional theory (DFT) and Monte Carlo (MC) simulations further revealed strong physisorption and chemisorption interactions between the inhibitors and both the LDH surface and the aluminum substrate, and the combined experimental-theoretical results demonstrate that LDH_SA constitutes a robust, environmentally friendly, and highly efficient corrosion-mitigation coating for aluminum alloys in chloride-rich environments.

Identifiers

PMID41585689
PMCPMC12824739

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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.