Design and Analysis of a Sliding Panel Shape Morphing Mechanism System
Why this work is in the frame
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Bibliographic record
Abstract
A sliding panel shape morphing mechanism system is proposed. The said system is constructed by a number of segmented rigid panels that are allowed to slide relative to each other during shape morphing. In this paper, a method is presented for the design and analysis of the said system using a hexapod as a general-purpose driving system with six degrees-of-freedom. First, it is shown that a proper passive linkage system is required to connect a set of sliding panels to the base and moving platform of the hexapod. Each panel is made of a telescopic pair in the longitudinal direction and connected transversally with two adjacent panels through slots. Second, after modeling the entire system and formulating the constraints among the sliding panels, a search method is presented to determine the solutions that all the sliding panels can move without interference under a given hexapod motion. Further studies are also carried out to examine different shapes of the base and moving platform as well as different number of panels that can approximate a real application system, such as a morphing wing.
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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