Evidence map›Paper›PMID 42557377›Full record

ArticleScientific reports2026

High-frequency induction heat sintering of 316L stainless steel: a systematic investigation of ultra-low-pressure processing, microstructure, and corrosion performance.

Ayman Mahmoud Fahim, Tamás Mikó, Hany S Abdo, Ubair Abdus Samad, Ibrahim A Alnaser, Zoltán Gácsi

Abstract read
In one paragraph

Article in Scientific reports, 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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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

6 authors.

Ayman Mahmoud FahimInstitute of Physical Metallurgy, Metalforming and Nanotechnology, University of Miskolc, Miskolc, Hungary. ayman.mahmoud.fahim.ibrahim.elemam@student.uni-miskolc.hu.
Tamás MikóInstitute of Physical Metallurgy, Metalforming and Nanotechnology, University of Miskolc, Miskolc, Hungary.
Hany S AbdoCenter of Excellence for Research in Engineering Materials (CEREM), Deanship of Scientific Research, King Saud University, Riyadh, 11421, Saudi Arabia.
Ubair Abdus SamadCenter of Excellence for Research in Engineering Materials (CEREM), Deanship of Scientific Research, King Saud University, Riyadh, 11421, Saudi Arabia.
Ibrahim A AlnaserCenter of Excellence for Research in Engineering Materials (CEREM), Deanship of Scientific Research, King Saud University, Riyadh, 11421, Saudi Arabia. ianaser@ksu.edu.sa.
Zoltán GácsiInstitute of Physical Metallurgy, Metalforming and Nanotechnology, University of Miskolc, Miskolc, Hungary.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The present work provides a systematic evaluation of direct pressure-assisted High-Frequency Induction Heat Sintering (HFIHS) of gas-atomized 316 L stainless steel powder at 40 MPa, approximately 50 kHz, 1000-1150 °C, a 5 min hold, and approximately 1 × 10⁻³ Torr. Relative density, Vickers hardness, maximum compressive stress, microstructure, and corrosion behavior in 3.5 wt% NaCl were evaluated. Relative density increased from 88.87% at 1000 °C to 98.61% at 1150 °C. Hardness measurements increased from 156.5 ± 5.2 HV10 to 263.0 ± 14.4 HV10, while the measured maximum compressive stress increased from 284 to 379 MPa. Fiji-based image analysis showed decreasing pore-area fraction, pore size, and pore connectivity, together with increasing pore circularity and grain size. The lowest polarization-derived corrosion rate was obtained at 1100 °C, whereas the 1150 °C specimen had the highest density and a comparatively clean post-corrosion surface. Within the investigated conditions, the results indicate that direct HFIHS can consolidate 316 L stainless steel to near-full density within a short processing cycle and at substantially lower applied pressure than the conventional press-and-sinter baseline used for comparison.

Indexed as

316L stainless steelElectromagnetic field-enhanced sinteringHigh-frequency heat sinteringPowder metallurgyUltra-low-pressure processingVickers hardness

Identifiers

PMID42557377
PMCPMC13443536

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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.