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Record W3160250726

Fiber Laser Pump Reflector Based on Volume Bragg Grating

2019· article· en· W3160250726 on OpenAlexaff
Lauris Talbot, Tommy Boilard, Martin Bernier

Bibliographic record

VenueIEEE Conference Proceedings · 2019
Typearticle
Languageen
FieldEngineering
TopicPhotonic Crystal and Fiber Optics
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsMaterials scienceOpticsFiber Bragg gratingFiber laserCladding (metalworking)OptoelectronicsPHOSFOSLaserGraded-index fiberFiberFiber optic sensorComposite materialWavelength
DOInot available

Abstract

fetched live from OpenAlex

Double-clad rare-earth doped fiber lasers have been the subject of numerous studies due to their high-quality single-mode beam and overall simplicity partly arising from their cladding-pumped scheme. This approach reduces, however, greatly the pump absorption, which leads to longer laser cavity lengths which are inherently more lossy and costly. There is therefore a strong incentive in increasing the pump absorption while reducing laser cavity length. It was shown that a Long-Period Fiber Grating (LPG) could be used to couple the pump beam propagating in the cladding of the doped fiber to its core which increased the pump absorption by 35% [1]. Another approach consisted in having an all-fiber pump reflector. A reflectivity of 55% of the unabsorbed pump was reported by giving a right-angled conical shape to the fiber end [2]. Also, a pump reflector with a 46% reflectivity was obtained by writing a FBG with UV radiation directly in the photosensitive germanosilicate hydrogen-loaded cladding of a specialty fiber [3]. In this contribution, we report the writing of a volume Bragg grating (VBG) written directly in the pure-silica cladding of an erbium-doped fiber acting as a pump reflector for an all-fiber laser cavity. Such VBG was written using femtosecond pulses at 400 nm and the phase-mask writing technique and yields a peak reflectivity of 71% of the unabsorbed pump power of a 976-nm diode propagating in the cladding.

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 score0.003

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 head0.013
GPT teacher head0.210
Teacher spread0.197 · 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".

Quick stats

Citations0
Published2019
Admission routes1
Has abstractyes

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