Rigorous Analysis of Superconducting Multilayer Optical Waveguides
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Bibliographic record
Abstract
In this paper, we present the transfer matrix method (TMM) as a general formulation to find the TE and TM dispersion equations of general multilayer structures consisting superconductors, semiconductors and dielectrics. We then introduce Cauchy integration method (CIM) as an efficient and general numerical method in order to solve the previously found dispersion equations. In the next step we apply both TMM and CIM to a superconductor-dielectric-superconductor multilayer structure consisting of YBCO thin films grown on the glass substrate. In this example we will find the optical propagation characteristics of the waveguide such as the propagation and attenuation constants and power distribution of the optical signal through out the structure as a function of the substrate thickness for several thicknesses of the superconducting layers. We briefly show that how these results can be employed in the design of the optoelectronic devices such as traveling-wave superconducting photodetectors.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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