The Growth of Nd:YAG Single Crystals by Czochralski Method with ADC-CGS – Preliminary Work
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Bibliographic record
Abstract
Although Nd:YAG was invented in the 1960s in the last century, it has been and still the most commonly crystalmaterial widely used in all types of solid-state lasers systems such as frequency-doubled continuous wave,high-energy Q-switched, and so forth in applications to the medical, industrial, military and scientific research. ACrystal Growth System namely Automatic Diameter Control – Crystal Growth System (ADC-CGS) was utilizedto prepare a single crystal of Nd:YAG grown in the direction using the Czochralski. By an effectivecontrol on the growth parameter such as maintaining temperature gradient by controlling the output power andthe growth rate, an Nd:YAG single crystal with the dimensions of 75 mm in length and 30 mm in diameter wassuccessfully produced using the ADC-CGS. The color of the Nd:YAG single crystal is slightly purple whenexposed to the light. This is a unique characteristic of YAG crystal when doped with Neodymium (Nd) followedby a better fluorescence lifetime and thermal conductivity.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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