Evidence map›Paper›PMID 42795147›Full record

ReviewMaterials (Basel, Switzerland)2026

Ex-Situ and In-Situ Hybrid Processing Opportunities in Metal Additive Manufacturing.

Vishnu Ramasamy, Mingchen Qu, John J Lewandowski

Abstract readReview
In one paragraph

Review 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
–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

3 authors.

Vishnu RamasamyDepartment of Materials Science and Engineering, Case Western Reserve University, Cleveland, OH 44106, USA.ORCID 0000-0002-8699-9235
Mingchen QuDepartment of Materials Science and Engineering, Case Western Reserve University, Cleveland, OH 44106, USA.
John J LewandowskiDepartment of Materials Science and Engineering, Case Western Reserve University, Cleveland, OH 44106, USA.ORCID 0000-0002-3389-2637

Funding

Arthur P. Armington ProfessorshipDistinguished University ProfessorshipOffice of Naval Research N00014-21-1-2090 and N00014-24-1-2165Swanger FellowshipU.S. National Science Foundation EEC-2133630
6 · The paper itself

Abstract

Metal additive manufacturing (AM) enables near-net-shape fabrication of complex components, but process-induced defects and heterogeneities continue to limit performance and broader adoption. This review examines ex-situ and in-situ hybrid processing across multiple AM processes and alloy systems, including heat treatment, deformation-based processing, hot isostatic pressing, machining, friction stir processing, ultrasonic and magnetic-field assistance, alloying, stirring, and surface preparation. Ex-situ routes modify the completed build through bulk densification, homogenization, phase control, and surface improvement, whereas in-situ routes modify defects, microstructure, residual stress, and phase evolution during fabrication by interacting with the liquid melt pool, viscoplastic material, or solidified layer(s). The in-situ hybrid processing literature is dominated by wire-based directed energy deposition (DED) because its open architecture facilitates secondary-tool integration. Deformation-based methods were the most common and frequently promoted pore closure, recrystallization, texture modification, residual-stress redistribution, and improved mechanical performance. Hybrid processing was most effective when integrated to target the dominant material-specific limitation. Aluminum alloys benefited primarily from porosity control, stainless steels from grain and texture modification, titanium alloys from prior-β and α/β morphology control, nickel-based superalloys from segregation and Laves-phase mitigation, and steels from control of transformation microstructures. This material-state-aware framework may also extend to polymers and composites.

Indexed as

directed energy deposition (DED)ex-situ hybrid processingheat treatmenthybrid additive manufacturingin-situ hybrid processingmicrostructure controlporosity mitigationpowder bed fusion (PBF)recrystallizationthermomechanical processing

Identifiers

PMID42795147
PMCPMC13608158

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.