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Record W2083843092 · doi:10.2514/2.5802

On the Breakup of Viscous Liquid Sheets by Dual-Mode Linear Analysis

2001· article· en· W2083843092 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

VenueJournal of Propulsion and Power · 2001
Typearticle
Languageen
FieldEngineering
TopicFluid Dynamics and Heat Transfer
Canadian institutionsUniversity of Waterloo
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsBreakupMaterials scienceMechanicsDual modeMode (computer interface)Dual (grammatical number)Viscous liquidAerospace engineeringPhysicsEngineeringComputer science

Abstract

fetched live from OpenAlex

The breakup of planeviscousliquid sheets moving in a gas stream hasbeen studied. Adual-modelinearstability analysis has been carried out under the combined ine uence of sinuous and varicose modes of disturbances at the two liquid‐gas interfaces. The effect of various parameters, such as the Reynolds number, Weber number, density ratio, velocity ratio, and the phase anglebetween thetwo modes, on the breakup characteristics of the liquid sheets has been investigated. At wavelengths corresponding to the dominant wavelengths for either the sinuous or the varicose mode, the breakup of the liquid sheet occurs at full-wavelength intervals, but the breakup point shifts between the half- and the full-wavelength when therespective dominant wavelengths corresponding to thesinuous and the varicose modes are applied simultaneously. The breakup time decreases as the proportion of the varicose mode is increased in the initial disturbance imposed on the liquid sheets. The breakup length (or time) decreases withanincreaseintheReynoldsnumber,Webernumber,densityratio,andvelocity ratio.Thesheetproe leschange for different values of Weber number, density ratio, velocity ratio, and the phase angle between the two modes. Comparison with experimental results shows that the present analysis is able to match the interface proe le close to the nozzle exit, but not further downstream where nonlinear effects are predominant.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.735
Threshold uncertainty score0.497

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 head0.005
GPT teacher head0.227
Teacher spread0.222 · 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