2-D characterisation of electromagnetic bandgap structures employed in power distribution networks
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Bibliographic record
Abstract
A two-dimensional (2-D) analytical approach, based on the transmission-line modelling of metallo-dielectric electromagnetic bandgap (EBG) structures, is presented. This analysis technique is exploited to investigate the band diagrams of the EBG structures embedded in a parallel-plate power distribution network; an arrangement which is commonly used for global suppression of switching noise in high-speed circuits. Complex 2-D Bloch analysis is utilised in the proposed methodology to obtain the 2-D attenuation diagrams corresponding to the 2-D dispersion curves, in a matter of few seconds. The insertion loss information extracted from these attenuation diagrams is employed in predicting the efficiency of the noise suppression method.
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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)
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Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
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