Evidence map›Paper›PMID 42654562›Full record

ArticleMaterials (Basel, Switzerland)2026

Distortion in LPBF Cantilevers Governed by Stiffness-Controlled Stress Redistribution.

Yunpeng Zhang, Xiaojiong Nie, Xin Liao, Xin Lin, Xufei Lu

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 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
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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

5 authors.

Yunpeng ZhangState Key Laboratory of Solidification Processing, Northwestern Polytechnical University, Xi'an 710072, China.
Xiaojiong NieState Key Laboratory of Solidification Processing, Northwestern Polytechnical University, Xi'an 710072, China.
Xin LiaoState Key Laboratory of Solidification Processing, Northwestern Polytechnical University, Xi'an 710072, China.
Xin LinState Key Laboratory of Solidification Processing, Northwestern Polytechnical University, Xi'an 710072, China.
Xufei LuState Key Laboratory of Solidification Processing, Northwestern Polytechnical University, Xi'an 710072, China.ORCID 0000-0002-5829-385X

Funding

National Key R&D Program 2023YFB4606401National Key R&D Program 2024YFB4608701
6 · The paper itself

Abstract

Residual stresses generated during laser powder bed fusion (LPBF) can cause substantial distortion in slender structures, compromising dimensional accuracy and structural reliability. This study tests the hypothesis that, under identical nominal processing conditions, geometry-dependent stiffness and constraint govern how the evolving thermally induced stress field is redistributed and manifested as warpage after support removal. Bridge-type TA15 titanium alloy cantilever specimens with different spans, thicknesses, and support densities were fabricated by LPBF, and their post-cut warpage was quantified by three-dimensional scanning. A coupled thermo-mechanical finite element model was validated against the measured deformation profiles and subsequently used to examine simulated stress evolution during deposition and redistribution after support removal. Cantilevers with different spans approached similarly high simulated surface tensile-stress plateaus in the constrained as-built state but exhibited markedly different measured warpage after cutting, showing that the as-built stress magnitude alone does not reliably rank post-release deformation. Increasing span reduced global flexural resistance and enlarged the effective bending arm, whereas increasing thickness enhanced flexural rigidity and suppressed curvature even when relatively high localized stress was retained. With the total support volume held constant, changing support density altered the system-level constraint through the combined effects of support-leg stiffness, support spacing, local thermal and mechanical response, and deformation compatibility. Together, these results provide an experimentally supported process-structure interpretation of LPBF cantilever distortion across controlled variations in span, thickness, and support distribution.

Indexed as

cantilever structurelaser powder bed fusionstress-induced distortionstructural stiffnessthermo-mechanical simulation

Identifiers

PMID42654562
PMCPMC13514633

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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.