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Record W4402630601 · doi:10.1109/jstqe.2024.3465349

Discrete Mode Laser Diodes: Design Equations and Applications in Nonlinear Optics

2024· article· en· W4402630601 on OpenAlexaff
Trevor J. Stirling, Bilal Janjua, Amr S. Helmy

Bibliographic record

VenueIEEE Journal of Selected Topics in Quantum Electronics · 2024
Typearticle
Languageen
FieldEngineering
TopicSemiconductor Lasers and Optical Devices
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsNonlinear opticsSemiconductor laser theoryDiodeOpticsLaserNonlinear systemMode (computer interface)PhysicsOptoelectronicsComputer scienceQuantum mechanics

Abstract

fetched live from OpenAlex

Frequency selective structures, in particular gratings, are useful to create single-mode laser diodes, however they introduce losses which can be detrimental for many applications. A theoretical framework to design Discrete Mode Laser Diodes (DMLDs) using gratings with the lowest loss possible while still achieving single-mode operation, is developed. A version of DMLDs using surface gratings is then designed and fabricated in Bragg reflection lasers (BRLs), which support second order nonlinear conversion within the laser cavity. These DMLDs show single mode operation with$>$40 dB SMSR, and 0.22 nm/mA, and 0.49 nm/$^\circ$C current and temperature tunability. Difference frequency generation with 59.8%W$^{-1}$cm$^{-2}$efficiency is then performed to demonstrate the ability of the DMLD to support parametric optical processes within diode laser cavities.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Methods · Consensus signal: Methods
Teacher disagreement score0.004
Threshold uncertainty score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0040.002

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 head0.016
GPT teacher head0.267
Teacher spread0.251 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreMethods

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

Citations5
Published2024
Admission routes1
Has abstractyes

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Same venueIEEE Journal of Selected Topics in Quantum ElectronicsSame topicSemiconductor Lasers and Optical DevicesFrench-language works237,207