Modeling of Blood flow through multi-stenosis arteries
Bibliographic record
Abstract
Heat transfer and fluid flow analysis of blood flow through multi stenosis arteries with viscous dissipation effect are investigated. The governing equations of the blood flow are solved numerically by finite volume technique. The flow pattern of temperature, pressure and shear stress distribution at the wall are obtained for different flow conditions. A comparison of the present solution with some experimental and numerical published data is also presented and a good agreement was found. The viscous dissipation affects heat generation such that several parameters such as Reynolds number, Eckert number and the area constriction seem to be important in the development of arterial diseases such as atherosclerosis. The results indicate that high radial velocities prevail for high degree of stenosis and high velocity gradient in the concavity in artery wall. This leads to high shear stress which is a major factor in arterial diseases. These instructions give you basic guidelines for preparing camera-ready papers for conference proceedings
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".