Repair of a delaminated plate under static loading with piezoelectric patches
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Bibliographic record
Abstract
Repair of a delaminated plate under a static loading with piezoelectric patches is developed through a numerical model and the finite element method (FEM). Tensile and compressive forces distributed on the upper and lower layers of the delamination, which would lead to a shear stress singularity and the corresponding second fracture mode on the delamination edges, are solved by the numerical model. In order to repair the delaminated plate by eliminating the tensile and compressive forces along the edges of delamination layers with piezoelectric patches, a design of discrete electrodes on the patches is developed and the voltages on the electrodes are calculated and verified by the FEM. The dependence of the size and location of the delamination area on the voltages applied to the discrete electrodes is also discussed.
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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 it