Stand-alone water current generator for OEB
Bibliographic record
Abstract
Ocean is usually consisted of complicated waves and currents motions. Thus waves and currents are always very important topics in fluid hydrodynamics. Waves and currents and their consequent interactions play a very important role in most of the ocean dynamic processes. So it is crucial to understand the effects of waves on currents and vice versa in the laboratory to design any ocean structure. Equipment that can generate vertically distributed uniform current would be an important tool for relevant model testing in the Offshore Engineering Basin (OEB) of IOT. The aim of this project is to study different physical characteristics of a current generator, such as its height, nozzle length, diameters of different sections, inlet size, single and multiple impeller-type and impeller characteristics that would provide best possible performance of the current flow. This final equipment would be a portable one and can be placed at any location and directions in the OEB. Flow-3D CFD code is used to simulate those characteristics. Results are shown in a systematic ways. An example is also given that shows how a current can reduce the height of an incoming wave field.
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 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".