Formulation of Surface-Volume-Surface-EFIE for Solution of 2D Scattering Problems on Composite Dielectric Objects under TM Polarization
Bibliographic record
Abstract
This work generalizes the Surface-Volume-Surface Electric Field Integral Equation (SVS- EFIE) for the solution of the 2D scattering problems on the composite penetrable non-magnetic objects under TM polarization. The SVS-EFIE formulation for homogeneous scatterers features a single unknown surface current density on the boundary. In order to generalize SVS- EFIE to the case of composite scatterers, two independent electric surface current densities must be introduced on the joint boundaries between different dielectric materials. On each of the remaining boundaries between the scatterer and the background medium only a single unknown surface current density is introduced similarly with the original SVS- EFIE. To validate the new formulation its solution is compared against solution of the traditional Volume-EFIE (V-EFIE).
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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".