Evidence map›Paper›PMID 41339394›Full record

ArticleScientific reports2025

Multiscale and re-entrant surface analysis of multi jet fusion surfaces and the effect of postprocessing via sandblasting.

Patryk Mietliński, François Berkmans, Katarzyna Peta, Tomasz Bartkowiak, Maxence Bigerelle, Bartosz Gapiński, Michał Wieczorowski

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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

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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

7 authors.

Patryk MietlińskiPoznań University of Technology, Poznań, Poland. patryk.mietlinski@put.poznan.pl.
François BerkmansUniversity Polytechnic Hauts-De-France, Valenciennes, France.
Katarzyna PetaPoznań University of Technology, Poznań, Poland.
Tomasz BartkowiakPoznań University of Technology, Poznań, Poland.
Maxence BigerelleUniversity Polytechnic Hauts-De-France, Valenciennes, France.
Bartosz GapińskiPoznań University of Technology, Poznań, Poland.
Michał WieczorowskiPoznań University of Technology, Poznań, Poland.

Funding

Polish Ministry of Science and Higher Education 0614/SBAD/1603; 0614/SBAD/1586Polish Ministry of Science and Higher Education 0614/SBAD/1604Polish Ministry of Science and Higher Education POIR.04.02.00-00-D012/20-00; 0614/SBAD/1603; 0614/SBAD/1586
6 · The paper itself

Abstract

The growing use of Multi Jet Fusion (MJF) 3D printing in industry brings challenges related to surface quality and post-processing effects. This study presents a comprehensive analysis of surface geometry changes in MJF-printed parts before and after sandblasting. A suitable abrasive material was selected and tested, followed by chemical composition analysis to confirm the absence of abrasive residues on the surfaces. Glass beads with a radius of 37.5 to 70 μm were used for sandblasting. Micro-computed tomography (µCT) was used as the only technique capable of capturing complex surface topography, including re-entrant features, both pre- and post-processing. Surface characterization was performed following ISO 25,178 roughness parameters and area-scale analysis for a total of 30 surfaces. A proprietary algorithm was also implemented to quantify re-entrant features. Results showed significant changes in surface texture due to sandblasting, including reduced surface roughness and enhanced uniformity. For instance, Sa decreased from 22.3 μm to 14.6 μm, and Sp dropped by over 30%. Multiscale analysis revealed a 50% reduction in surface fractal complexity (Asfc) and a significant decrease in fine-scale geometric variability. An algorithm for detecting reentrant features was developed, in which original indicators for their quantitative occurrence were introduced: r₁ and r₂. On average r₂ values dropped from 60% to 13%, and r₁ from 260% to 135%. ANOVA confirmed statistically significant differences (p < 0.001) between pre- and post-processing states (MSR coefficients for Srel and Asfc parameters were used). Additionally, a statistical analysis was performed, which showed significant and large impact of post-processing on the geometric character of the surface. The study demonstrates that µCT is uniquely capable of isolating unsintered powder and characterizing complex surface features. Sandblasting significantly alters surface geometry and must be accounted for during design, especially in applications requiring precise topographical control.

Indexed as

3D printingAdditive technologyComputed tomographyMJFPost-processingRe-entrants surfaceSurface analysis

Identifiers

PMID41339394
PMCPMC12678442

What Socratic holds

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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 Socratic graph.