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Dispersion-tuned Mode-locked Optoelectronic Oscillator

2025· article· W7130555281 on OpenAlexaff
Zhuoran Wang, S. Bernal, David V. Plant, Lawrence R. Chen

Bibliographic record

Venuenot available
Typearticle
Language
FieldEngineering
TopicAdvanced Photonic Communication Systems
Canadian institutionsMcGill University
Fundersnot available
KeywordsBandwidth (computing)MicrowaveFrequency modulationFrequency driftOptical fiberOptical filterLocal oscillatorModulation (music)Oscillation (cell signaling)

Abstract

fetched live from OpenAlex

A dispersion-tuned mode-locked optoelectronic oscillator (OEO) is demonstrated for the first time. A flat and highly chirped microwave photonic filter with a large bandwidth within the OEO, which is essential for dispersion tuning, is realized by employing a sliced amplified spontaneous emission (ASE) source and a 1.1 km dispersion-compensating fiber (DCF). A recirculating loop is introduced to ensure single-mode oscillation when the OEO operates in the free-running state. In the mode-locked state, as the modulation frequency is swept from 10.3042 MHz to 10.3122 MHz, corresponding to approximately 58-order harmonic mode-locking, the OEO output frequency exhibits discrete tuning from 4.08 GHz to 5.08 GHz, with a total of four distinct frequency steps. This demonstration opens up a new approach to frequency control in OEOs.

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)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.002

Distilled classifier scores by category (both heads)

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 head0.006
GPT teacher head0.267
Teacher spread0.261 · 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 designBench or experimental
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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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