Evidence map›Paper›PMID 42328184›Full record

ArticleWelding in the world2026

Characterizing zinc diffusion during liquid metal embrittlement of resistance spot welded TWIP steel.

Gautham Mahadevan, Virginia Bertolo, Soheil Sabooni, Vera Popovich, Leo A I Kestens, Marcel Hermans

Abstract read
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Article in Welding in the world, 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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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Gautham MahadevanDepartment of Materials Science and Engineering, Delft University of Technology, Mekelweg 2, Delft, 2628 CD The Netherlands.ORCID 0009-0004-1347-2768
Virginia BertoloDepartment of Materials Science and Engineering, Delft University of Technology, Mekelweg 2, Delft, 2628 CD The Netherlands.
Soheil SabooniTata Steel Nederland Technology B.V., P.O. Box 1000, IJmuiden, 1970 CA The Netherlands.
Vera PopovichDepartment of Materials Science and Engineering, Delft University of Technology, Mekelweg 2, Delft, 2628 CD The Netherlands.
Leo A I KestensDepartment of Materials Science and Engineering, Delft University of Technology, Mekelweg 2, Delft, 2628 CD The Netherlands.
Marcel HermansDepartment of Materials Science and Engineering, Delft University of Technology, Mekelweg 2, Delft, 2628 CD The Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Liquid metal embrittlement (LME) during resistance spot welding (RSW) of twinning induced plasticity (TWIP) steel is primarily driven by stress-assisted grain boundary (GB) diffusion of zinc (Zn). Although GB diffusion is widely recognized as the dominant LME mechanism, experimental quantification is challenging due to resolution limitations. This study characterizes Zn diffusion in TWIP steel during RSW by conducting energy dispersive X-ray spectroscopy (EDS) line scans ahead of LME cracks in both the rolling direction (RD) and normal direction (ND) over weld times from 700 to 1700 ms. Results reveal that Zn diffusion distance increases with weld time, with consistently higher diffusion in the ND. To compare experimental measurements with diffusion theory, an FEA simulation based on Fick's law was employed to approximate bulk Zn diffusion under varying temperatures. The model predicts Zn diffusion trends consistent with experimental observations. Although the diffusion distance predicted in the simulation exceeds measured values, directional trends are accurately captured. A theoretical framework to compare GB and bulk diffusion was proposed. GB diffusion distance of Zn is estimated to be approximately 30 times greater than bulk diffusion, establishing a quantitative link between weld time and Zn diffusion during RSW of TWIP steel.

Indexed as

Bulk diffusionFinite element analysisGrain boundary diffusionLiquid metal embrittlementLMEResistance spot weldingStress-assisted diffusionTWIP steelZn diffusion

Identifiers

PMID42328184
PMCPMC13279504

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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.