Evidence map›Paper›PMID 40394041›Full record

ArticleNature communications2025

Evolution of dislocations during the rapid solidification in additive manufacturing.

Lin Gao, Yan Chen, Xuan Zhang, Sean R Agnew, Andrew C Chuang, Tao Sun

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Deformation-Induced Formation of Stray Grains in Additive Manufacturing of Single Crystals.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  3. Review
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.

Lin GaoDepartment of Materials Science and Engineering, University of Virginia, Charlottesville, VA, USA. lg5vb@virginia.edu.ORCID http://orcid.org/0000-0001-8988-7354
Yan ChenNeutron Scattering Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA.ORCID http://orcid.org/0000-0001-6095-1754
Xuan ZhangNuclear Science and Engineering Division, Argonne National Laboratory, Lemont, IL, USA.ORCID http://orcid.org/0000-0002-5690-459X
Sean R AgnewDepartment of Materials Science and Engineering, University of Virginia, Charlottesville, VA, USA.ORCID http://orcid.org/0000-0001-7576-0395
Andrew C ChuangX-ray Science Division, Argonne National Laboratory, Lemont, IL, USA.ORCID http://orcid.org/0000-0003-0295-381X
Tao SunDepartment of Materials Science and Engineering, University of Virginia, Charlottesville, VA, USA. taosun@northwestern.edu.ORCID http://orcid.org/0000-0002-4881-9774

Funding

National Science Foundation (NSF) 2427686
6 · The paper itself

Abstract

Materials processed by fusion-based additive manufacturing (AM) typically exhibit relatively high dislocation densities, along with cellular structures and elemental segregation. This representative structural feature significantly influences material performance; however, post-mortem microstructure characterizations of AM materials cannot capture the dynamic evolution of dislocations during the manufacturing process, thereby offering limited mechanism-based guidance for further advancing AM techniques and facilitating the qualification and certification of AM products. In this study, we conduct operando high-energy synchrotron X-ray diffraction experiments on wire-laser directed energy deposition of 316 L stainless steel. Through a unique configuration, our operando synchrotron experiments semi-quantitatively probe the dislocation density in solid phases and their dynamic changes during solidification and subsequent cooling. By integrating this advanced synchrotron technique with multi-physics simulation, in-situ neutron diffraction, and multi-scale electron microscopy characterization, our mechanistic study aims to elucidate the effects of rapid cooling and subsequent thermal cycling on the dislocation generation and evolution.

Identifiers

PMID40394041
PMCPMC12092709

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Registered trials

None linked

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.