Finite difference simulation for oblique stagnation point flow of viscous nanofluid towards a stretching cylinder
Bibliographic record
Abstract
Abstract This study describes the effects of hydrodynamic, thermal and solutal slips on the flow of viscous nanofluid impinging obliquely on the surface of stretching cylinder. An appropriate coordinate decomposition converts the governing non-linear partial differential equations into system of ordinary differential equations along with boundary conditions. An implicit finite difference scheme is used to approximate the governing system for particular values of the involved parameters. Behaviors of various involved parameters on velocity, temperature and concentration profiles are graphically presented and discussed. The numerical results for both orthogonal and non-orthogonal flow are computed and compared with the existing literature for stretching sheet case as well as for stretching cylinder. It is observed that shear velocity of nanofluid decreases by increasing velocity ratio parameter and increases by increasing curvature of cylinder, also the position of the stagnation point for flat plate and cylinder is rapidly change with increase in slip.
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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".