Evidence map›Paper›PMID 41691509›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Deformation-Induced Formation of Stray Grains in Additive Manufacturing of Single Crystals.

Dongsheng Zhang, Zixu Guo, Yuxiao Li, Lu Wang, Yu Wu, Darui Sun, Wentao Yan, Yuanyuan Guo, Han Wang, Wei Liu and 2 more

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 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

12 authors.

Dongsheng ZhangInstitute of High Energy Physics, Chinese Academy of Sciences, Beijing, China.ORCID https://orcid.org/0009-0003-4825-7112
Zixu GuoDepartment of Mechanical Engineering, National University of Singapore, Singapore, Singapore.ORCID https://orcid.org/0009-0002-4045-4528
Yuxiao LiInstitute of High Energy Physics, Chinese Academy of Sciences, Beijing, China.
Lu WangDepartment of Mechanical Engineering, National University of Singapore, Singapore, Singapore.
Yu Wu3D Printing Research and Engineering Technology Center, Beijing Institute of Aeronautical Materials, Beijing, China.
Darui SunInstitute of High Energy Physics, Chinese Academy of Sciences, Beijing, China.
Wentao YanDepartment of Mechanical Engineering, National University of Singapore, Singapore, Singapore.
Yuanyuan GuoScience and Technology on Advanced High Temperature Structural Materials Laboratory, Beijing Institute of Aeronautical Materials, Beijing, China.
Han Wang3D Printing Research and Engineering Technology Center, Beijing Institute of Aeronautical Materials, Beijing, China.
Wei Liu3D Printing Research and Engineering Technology Center, Beijing Institute of Aeronautical Materials, Beijing, China.
Ye TaoInstitute of High Energy Physics, Chinese Academy of Sciences, Beijing, China.
Bingbing ZhangInstitute of High Energy Physics, Chinese Academy of Sciences, Beijing, China.ORCID https://orcid.org/0000-0003-0571-6385

Funding

Beijing Natural Science Foundation JQ24014CAS Project for Young Scientists in Basic Research YSBR-096Ministry of Education, Singapore, under its Academic Research Fund Tier 2 MOE-T2EP50121-0017MTC Programmatic funding M22L2b0111National Key R&D Program of China 2021YFB3703400National Natural Science Foundation of China 52175369Postdoctoral Fellowship Program of CPSF GZC20241730
6 · The paper itself

Abstract

The formation of stray grains (SGs) remains a critical and pervasive challenge hindering the additive manufacturing (AM) of single crystals for high-temperature aerospace applications. Here, we elucidate the mechanism underlying SG formation during the AM of Ni-based single-crystal alloys, through integrating in situ synchrotron imaging/diffraction, ex situ characterization, and multi-physics modeling. In contrast to the conventional understanding that attributes SG formation solely to thermal effects, we demonstrate that SG originates from subgrain rotation driven by heterogeneous dislocation activity. We further reveal that dislocation-induced SG formation can be regulated by substrate orientations, in which the Gini coefficient derived from dislocation distributions is proposed to serve as the physics-based predictive metric for SG susceptibility. Specifically, high-symmetry orientations exhibiting low Gini coefficients suppress SGs via more uniform dislocation distribution. This study advances the understanding of SG formation under extreme nonequilibrium solidification processes, thereby guiding the fabrication of high-quality AM single-crystal components for aerospace applications.

Indexed as

additive manufacturingin situ monitoringmulti‐physics simulationsingle crystalsynchrotron radiation

Identifiers

PMID41691509
PMCPMC13137851

What OpenQuestion holds

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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.