System-in-Package: Electrical and Layout Perspectives
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
With the increasing scalability of semiconductor processes, the higher-level of functional integration at the die level, and the system integration of different technologies needed for consumer electronics, System-in-Package (SiP) is the new advanced system integration technology, which integrates (or vertically stacks) within a single package multiple components such as CPU, digital logic, analog/mixed-signal, memory, and passive and discrete components in a single system. System-in-Package: Electrical and Layout Perspectives focuses on electrical and layout perspectives, as opposed to discussing thermal and mechanic characteristics of SiP. It first introduces package technologies, and then presents SiP design flow and design exploration. Finally, the paper discusses details of beyond-die signal and power integrity and physical implementation such as IO (input/output cell) placement and routing for redistribution layer, escape, and substrate. System-in-Package: Electrical and Layout Perspectives is an invaluable reference for EDA researchers, professionals and graduate students.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.002 | 0.003 |
| 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