MétaCan
Menu
Back to cohort

Bandwidth Broadening from Vertical Strain Coupling Effect in Chirped Stacked InAs/InGaAsP Quantum Dash Lasers

2023· article· en· W4386411526 on OpenAlexaff
Gaowen Chen, Xiupu Zhang

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldPhysics and Astronomy
TopicSemiconductor Quantum Structures and Devices
Canadian institutionsConcordia University
Fundersnot available
KeywordsStackingBandwidth (computing)LaserOptoelectronicsMaterials scienceDashQuantum wellQuantumOpticsPhysicsComputer scienceTelecommunications

Abstract

fetched live from OpenAlex

In chirped structures with multiple layers of different size quantum dash stacks, different stacking sequences change the gain bandwidth of the active region due to the presence of non-uniformly distributed vertical strain coupling effects. In this paper, two chirped structure single-section Fabry-Perot lasers consisting of five layers of Qdash of different heights (from 1.2 nm to 2.4 nm) stacked in ascending and descending sequences, respectively, were designed. The bright exciton energies of target Qdash in each active region layer were analyzed by an 8-band k-p model with considering strain and piezoelectric effect. In addition, the time-domain traveling wave method was used to analyze the characteristics of the output bandwidth of the chirped structured Qdash Fabry-Perot mode lock laser. For better comparison, single-layer unstacked Qdash of different heights were also calculated for use as a baseline. For the detailed model and parameters, the setting sees our previous works [1], [2]

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.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.427
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.014
GPT teacher head0.273
Teacher spread0.259 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

Explore more

Same topicSemiconductor Quantum Structures and DevicesFrench-language works237,207