Evidence map›Paper›PMID 37325029›Full record

ArticlePNAS nexus2023

Pore formation driven by particle impact in laser powder-blown directed energy deposition.

Samantha Webster, Newell Moser, Kamel Fezzaa, Tao Sun, Kornel Ehmann, Edward Garboczi, Jian Cao

Open access · goldAbstract read
In one paragraph

Article in PNAS nexus, 2023. 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
2.6field-weighted citation impact, top 11% of its field
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, 20 citations in OpenAlex.

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 at 4 institutions in 1 country.

Samantha WebsterMechanical Engineering, Northwestern University, 633 Clark St, 60208 IL, USA.
Newell MoserApplied Chemicals and Materials Division, National Institute of Standards and Technology, 325 Broadway, 80305 CO, USA.
Kamel FezzaaX-Ray Science Division, Argonne National Laboratory, 9700 S Cass Ave, 60439 IL, USA.ORCID https://orcid.org/0000-0001-6135-8450
Tao SunMaterials Science & Engineering, University of Virginia, 395 McCormick Road, 22904 VA, USA.
Kornel EhmannMechanical Engineering, Northwestern University, 633 Clark St, 60208 IL, USA.
Edward GarbocziApplied Chemicals and Materials Division, National Institute of Standards and Technology, 325 Broadway, 80305 CO, USA.
Jian CaoMechanical Engineering, Northwestern University, 633 Clark St, 60208 IL, USA.ORCID https://orcid.org/0000-0003-1023-5244
Northwestern University · USNational Institute of Standards and Technology · USArgonne National Laboratory · USMcCormick (United States) · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Process defects currently limit the use of metal additive manufacturing (AM) components in industries due to shorter fatigue life, potential for catastrophic failure, and lower strength. Conditions under which these defects form, and their mechanisms, are starting to be analyzed to improve reliability and structural integrity of these highly customized parts. We use in situ, high-speed X-ray imaging in conjunction with a high throughput laser, powder-blown directed energy deposition setup to observe powder particle impact behavior within the melt pool. Through fundamental observations of the stochastic, violent powder delivery in powder-blown DED, we uncover a unique pore formation mechanism. We find that a pore can form due to air-cushioning, where vapor from the carrier gas or environment is entrapped between the solid powder particle surface and liquid melt pool surface. A critical time constant is established for the mechanism, and X-ray computed tomography is used to further analyze and categorize the new type of "air-cushioning" pores. It is shown that the air-cushioning mechanism can occur under multiple laser processing conditions, and we show that air-cushioning pores are more likely to be formed when powder particles are larger than 70

Indexed as

additive manufacturingin situ imagingpore formation

Identifiers

PMID37325029
PMCPMC10266525
OpenAlexW4378468840

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.