Evidence map›Paper›PMID 41799141›Full record

ArticleACS omega2026

Predicting and Validating the Performance of Zn-Al-Mg Coatings through an Integrated Thermodynamic, Molecular Dynamics, and Electrochemical Approach.

Abdelhalim Chaouki, Meriem Ben Ali, Sandra C Cifuentes, Javier Bedmar, Joaquin Rams, Sophia A Tsipas, Zakaria Sahir, Ismail Benabdallah, Abdelouahed El Fatimy, Sanae Naamane

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. 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.

Abdelhalim ChaoukiInstitute of Applied Physics, Mohammed VI Polytechnic University, Lot 660, Hay Moulay Rachid, Ben Guerir 43150, Morocco.ORCID https://orcid.org/0009-0008-5539-981X
Meriem Ben AliEngineering and durability of materials center, Moroccan Foundation for Advanced Science, Innovation and Research (MAScIR), University Mohammed VI Polytechnic, Lot 660, Hay Moulay Rachid, Ben Guerir 43150, Morocco.
Sandra C CifuentesDepartment of Applied Mathematics, Materials Science and Engineering and Electronic Technology, Universidad Rey Juan Carlos (URJC), Móstoles 28933, Spain.
Javier BedmarDepartment of Applied Mathematics, Materials Science and Engineering and Electronic Technology, Universidad Rey Juan Carlos (URJC), Móstoles 28933, Spain.
Joaquin RamsDepartment of Applied Mathematics, Materials Science and Engineering and Electronic Technology, Universidad Rey Juan Carlos (URJC), Móstoles 28933, Spain.
Sophia A TsipasUniversidad Carlos III de Madrid, IAAB, Avda. Universidad, 30, Leganés 28911, Spain.
Zakaria SahirMaterials Science, Energy and Nanoengineering (MSN) Department, Mohammed VI Polytechnic University, Lot 660-Hay Moulay Rachid, Ben Guerir 43150, Morocco.
Ismail BenabdallahInstitute of Applied Physics, Mohammed VI Polytechnic University, Lot 660, Hay Moulay Rachid, Ben Guerir 43150, Morocco.
Abdelouahed El FatimyInstitute of Applied Physics, Mohammed VI Polytechnic University, Lot 660, Hay Moulay Rachid, Ben Guerir 43150, Morocco.ORCID https://orcid.org/0000-0001-6500-7762
Sanae NaamaneEngineering and durability of materials center, Moroccan Foundation for Advanced Science, Innovation and Research (MAScIR), University Mohammed VI Polytechnic, Lot 660, Hay Moulay Rachid, Ben Guerir 43150, Morocco.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

A combined computational and experimental approach was utilized to investigate the microstructural evolution, electrochemical behavior, and corrosion resistance of hot-dip galvanized Zn-4%Al-5%Mg coating. Thermo-Calc simulations have been used to anticipate phase equilibria and intermetallic formation, while molecular dynamics (MD) simulations helped to understand atomic diffusion mechanisms and corrosion behavior. A complex microstructure, comprising eutectic phases and intermetallic compounds, was analyzed using simulation and experimental approaches. The rapid diffusion of Al into the substrate interface during the process leads to the formation of an interfacial Fe-Al layer between the substrate and the coating. Phases rich in MgZn2 played a crucial role in enhancing passivation and promoting the formation of a protective oxide layer. Additionally, the preferential formation of corrosion products involving Mg during the initial stages of exposure was also confirmed. This study highlights the effectiveness of combining Thermo-Calc and MD simulations to optimize hot-dip galvanized formulations, minimize experimental uncertainties, and accelerate material development.

Identifiers

PMID41799141
PMCPMC12961447

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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.