Towards an LTCC SiP for Control System in Safety-Critical Applications
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
This paper presents a compact configurable power control system for safety-critical applications, which operates in harsh environments. This heterogeneous integrated mixed digital, analog and high-voltage design for power applications is implemented in a system-in-package (SiP) module using a low-temperature co-fired ceramics (LTCC) substrate. A comparison between technologies for SiP designs shows that LTCC is advantageous in terms of integration density, thermal and electrical performances, as well as signal and power integrity. In addition, this work proposes layout and fabrication techniques for the enhancement of thermal, electrical performances and integration density specific to LTCC-based designs, such as chip-covering, multi-layer routing of power signals and self-damped transmission lines. An improvement of 59% in available area, 32% reduction of temperature due to self-heating, 65% loss reduction and 22% reduction in interference coupling were obtained when compared to a baseline design.
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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)
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