ArticleScientific reports2025
Ultrasonic-driven grain uniformity of commercially pure nickel in continuous heat input directed energy deposition.
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.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
Wire arc-based metal additive manufacturing (AM) commonly results columnar grain structures aligned with the build direction, causing anisotropic mechanical properties and performance degradation. To mitigate the formation of columnar grain structures, ultrasonic vibration (UV) at 20 kHz was applied during the continuous heat input directed energy deposition (DED) process, targeting microstrucrual refinement in high-purity Ni alloy. The application of UV disrupted thermal gradients and facilitated dynamic recrystallization, transitioning columnar grains into equiaxed grains near the substrate. Electron backscatter diffraction (EBSD) analysis revealed a marked reduction in crystallographic texture, showing randomized grain orientations in UV-treated samples, contrasting with the strong anisotropy in untreated samples. High-speed imaging revealed localized vibrations at the interface between the metal bead and molten metal, forming band-like structures that progressively refined dendrites during solidification. These findings demonstrate the potential of UV to refine grain structures, enhance isotropy, and improve the mechanical properties of AM-produced materials.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.