Coaxial multimode cavities for fundamental superconducting rf research in an unprecedented parameter space
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Bibliographic record
Abstract
Recent developments in superconducting radio-frequency (SRF) research have resulted in significant increases of cavity performance. Advances have been made in both reducing rf surface resistance and pushing the readily achievable accelerating gradient by using novel SRF cavity treatments including surface processing, custom heat treatments, and flux expulsion. These developments have been largely driven by specific tests on single-cell elliptical cavities, while TEM cavities have typically been designed and developed as specific to a project application and not as standard test articles that could be replicated across various labs. To address this, two purpose-built research cavities, one quarter-wave and one halfwave resonator, have been designed and built to allow characterization of TEM-mode cavities with standard and novel surface treatments. The cavities are intended as the TEM-mode equivalent to the 1.3 GHz single-cell cavity, which is the essential tool for high-frequency cavity research. Given their coaxial structure, the cavities allow testing at the fundamental mode and higher harmonics, giving unique insight into the role of rf frequency on fundamental loss mechanisms from intrinsic and extrinsic sources. In this paper, the cavities and testing infrastructure are described, and the first performance measurements of both cavities are presented. Temperature-dependent surface resistance data are analyzed to extract both the temperature-dependent and temperature-independent components and their dependence on the rf field and frequency. In particular, the temperature-dependent component was found to be at low fields 1.81 at 4.2 K and 1.72 at 2 K, agreeing fairly well with the theoretical model. The growth of the temperaturedependent surface resistance with increasing field amplitude matches both exponential and quadratic growth models fairly well in the examined range. The independent component is determined to be 0.71 , matching roughly with anomalous losses, while no clear field dependence was determined. In addition, first measurements of a 120 C baking treatment and of the external magnetic field sensitivity are presented.
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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 | 0.001 |
| 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