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Record W4414600371 · doi:10.1134/s0010508225010149

Simulation Study of the Terminal Flight Parameters on the Damage of a Steel Plate

2025· article· en· W4414600371 on OpenAlexaff
J.-Y. Yi, Ru Jiang Hao, Hong‐Jia Chen, Su Guan, Shichao Che

Bibliographic record

VenueCombustion Explosion and Shock Waves · 2025
Typearticle
Languageen
FieldMaterials Science
TopicHigh-Velocity Impact and Material Behavior
Canadian institutionsMD Precision (Canada)
Fundersnot available
KeywordsDeflection (physics)Impact energyImpactComputer simulationBoundary value problem

Abstract

fetched live from OpenAlex

To study the damage effect of cylindrical charges on steel plates at different impact velocities and angles, a numerical simulation study on the damage effect of cylindrical charges on a steel target plate is carried out at impact velocities of 0–800 m/s and impact angles of 0–90 $${}^{\circ}$$ without changing the vertical distance between the center of the cylindrical charge and target plate. It is demonstrated that four main damage modes of the steel plate exist in this case: plastic deformation, boundary tearing, tear at the center of the steel plate, and petal-shaped break. At a zero impact velocity, the damage pattern of the target plate is not affected by the impact angle, and it is plastic deformed. With an increase in the impact angle, the maximum deflection of the steel plate decreases first and then increases; with an increase in the impact velocity of the charge, at the impact velocities of 200 and 400 m/s and the impact angles greater than 75 $${}^{\circ}$$ , the damage mode of the steel plate is no longer plastic deformation, but boundary tear or central petal damage. With an increase in the impact velocity, the energy acting on the plate increases; hence, the energy density affecting the plate also increases. As a result, the breaking effect of the charge on the plate always increases with increasing impact velocity.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: Simulation or modeling
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.012
Threshold uncertainty score0.024

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.040
GPT teacher head0.301
Teacher spread0.260 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSimulation or modeling
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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