An Approach to Manufacture Small Multiplexer with Dense Field-Effect Transistors
Bibliographic record
Abstract
This paper introduces an approach to manufacture a small multiplexer with dense field-effect transistors. First, a framework of two-level current-mode logic gates was designed for the transistors. The logic gates are organized heterogeneously with a substrate, epitaxial layers and buffer layer. Considering the different properties of materials in the framework, the density of transistors was improved by annealing dopant and/or radiation defects, thus reducing the size of the multiplexer. In addition, the mismatch-induced stress was alleviated through ion implantation. Next, an analytical approach was developed to analyze the mass and heat transport in the heterogenous framework during the production of integrated circuits, in the presence of mismatch-induced stress. The proposed method makes it possible to capture both nonlinear variations of parameters in space and time through the production process.
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How this classification was reachedexpand
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".