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Record W3083921720 · doi:10.32393/csme.2020.1190

Microstructure and Mechanical Properties of Ti-6Al-4V Parts Fabricated by Electron Beam Melting under Dynamic Compression Tests

2020· article· en· W3083921720 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueProgress in Canadian Mechanical Engineering. Volume 3 · 2020
Typearticle
Languageen
FieldEngineering
TopicAdditive Manufacturing Materials and Processes
Canadian institutionsUniversity of SaskatchewanUniversity of New Brunswick
FundersNatural Sciences and Engineering Research Council of CanadaAtlantic Canada Opportunities AgencyMitacsNew Brunswick Innovation Foundation
KeywordsMicrostructureMaterials scienceCompression (physics)Dynamic range compressionCathode rayComposite materialElectronCompression testPhysics

Abstract

fetched live from OpenAlex

In this research, the effect of strain rate on the microstructure evolution, mechanical properties, and deformation mechanisms of the horizontally printed Ti-6Al-4V cylindrical rods produced by electron beam melting (EBM) was investigated. The initial microstructure consists of and phases, and columnar prior -grain boundaries oriented along the building direction. Dynamic compression tests at three different strain rates (690 s -1 , 1580 s -1 , and 2220 s -1 ) were performed using a Split-Hopkinson pressure bar (SHPB) apparatus. The variations in dynamic mechanical properties were correlated with the microstructural features such as platelet width, interlamellar spacing, and fragmentation. Adiabatic shear bands (ASBs) formed in the thermally softened areas in the samples deformed at higher strain rates, which led to the fracture. The fracture of test specimen at high strain rates is attributed to the formation of voids and their subsequent growth and coalescence under thermal instability along the adiabatic shear bands during deformation. In the fractured samples, features of both ductile (presence of dimples) and brittle (smoother surfaces) were observed. With the increase in strain rate from 690 s -1 to 2220 s -1 , yield strength (YS), ultimate compressive strength (UCS), and strain-to-fracture increased by 48%, 28%, and 286%.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.310
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.007
GPT teacher head0.195
Teacher spread0.188 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it