Temperature dependence of the photoluminescence spectra from InAs(P)/InP multilayers containing thick quantum dots: Dot-size-dependent carrier dynamics
Bibliographic record
Abstract
We have studied the temperature dependence (\ensuremath{\sim}10--293 K) of the photoluminescence (PL) from InAs/InP(001) quantum dot (QD) multilayers with thin spacer layers (\ensuremath{\sim}5 nm) emitting in the 0.6--0.8 eV spectral region. The QD emission redshifts less than the InAs bulk material band gap with increasing temperature. This behavior is accompanied by an important rise of the relative PL intensity of the higher-energy contributions to the spectra. The room-temperature emission is rather strong---over 20% of the low-temperature value---since deep confinement effects prevent the thermal escape of the carriers out of these relatively large QD's. In addition, the carrier transfer from the wetting layers to the QD's increases with the number of layers at low temperatures. A dot-size-dependent analysis of the carrier dynamics using a rate-equation model leads to the following interpretation of our experimental results: (i) the radiative emission intensity from thicker dots quenches at lower temperature through thermalization to excited nearly dark states, and (ii) carriers initially captured by the wetting layer are preferentially transferred to thinner QD's whose emission energy is higher than \ensuremath{\sim}0.7 eV. In multilayers, the experimental observations can be explained without involving electronic coupling between QD's of different layers, even though the distance between the vertically aligned nanostructures is small.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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 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".