Bibliographic record
Abstract
The immersed boundary method is a general technique for modeling flow flied with complex geometries and fluid structure interaction and now it is applied in various aspects of fluid dynamics.This immersed boundary method is both a mathematical formulation and a numerical scheme.In immersed boundary method,the structure immersed in fluid is considered as a kind of momentum forcing in Navier-Stokes equations rather than a real body,which avoids the problem of generating a body conformal grid.The immersed boundary methods are split up in continuous forcing and discrete forcing approach.The continuous forcing approaches,which forcing source satisfy a certain kind of mechanical relation,are mainly used in elastic boundary problem;however,the discrete forcing approaches,which forcing source are derived from the boundary conditions,are primarily used in solid boundary problem.An overview and comments on the immersed boundary method were presented.First the basic theory and mathematical construction of immersed boundary were described in detail,then briefly several kinds of immersed methods were introduced,after that some applications on different areas were given,finally the future investigation on the immersed boundary were recommended.
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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".