Full-Wave Analysis of Interconnects in Finite Substrates with Layered Media Formulation of SVS-EFIE for 3D Composite Metal-Dielectric Structures
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
In this paper we demonstrate full-wave electromagnetic analysis of the IBM Plasma electronic package nets embedded into the multilayered substrate of finite extent within the framework of a layered medium integral equation formulation. Truncation of the substrate is obtained through inclusion of the finite dielectric regions of air into the otherwise ideal layered medium of the infinite extend. Such air regions introduce the desired effect of physical truncation of the substrate layers, while still allowing for use of integral equation formulations with the layered medium Green’s functions avoiding discretization of the layers. Computation framework is based on coupled system of layered medium Mixed Potential Integral Equation (MPIE) and Surface-Volume-Surface Electric Field Integral Equation (SVS-EFIE) suitable for analysis of general composite 3D metal/dielectric structures embedded in layered media.
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.
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 | 0.001 | 0.002 |
| 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