Strain‐Dependence of Electron Transport in BulkSi and Deep‐Submicron MOSFETs
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Bibliographic record
Abstract
The strain‐dependence of electron transport in bulk Si and deep‐submicron MOSFETs is investigated by full‐band Monte Carlo simulation. On the bulk level, the drift velocity at medium field strengths is still enhanced above Ge‐contents of 20% in the substrate, where the low‐field mobility is already saturated, while the saturation velocity remains unchanged under strain. In an n‐MOSFET with a metallurgical channel length of 50nm, the saturation drain current is enhanced by up to 11%, but this maximum improvement is essentially already achieved at a Ge‐content of 20% emphasizing the role of the low‐field mobility as a key indicator of device performance in the deep‐submicron regime.
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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