MétaCan
Menu
← Back to cohort
Record W4414172467 · doi:10.1117/12.3072882

O-band-operated fiber-chip surface gratings for silicon nitride photonic integrated circuits

2025· article· en· W4414172467 on OpenAlexaff
Daniel Benedikovič, William D. Fraser, Radovan Korček, Cameron Horvath, Shurui Wang, Martin Vachon, Rubin Ma, Dan‐Xia Xu, Ivan Glesk, Ján Litvík, Jens H. Schmid, Pavel Cheben, Winnie N. Ye

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldEngineering
TopicPhotonic and Optical Devices
Canadian institutionsCarleton UniversityApplied Nanotools (Canada)National Research Council Canada
Fundersnot available
KeywordsGratingPhotonicsPhotonic integrated circuitDiffraction gratingIntegrated circuitSilicon nitrideBlazed gratingSilicon photonicsCoupling (piping)

Abstract

fetched live from OpenAlex

Advanced optical interconnects call upon innovative approaches to establish efficient photonic chip interfaces. Surface grating couplers are prime candidates for low-loss coupling between conventional optical fibers and photonic integrated circuits (PICs). Persistently, this remains a challenging task due to material, modal, and geometrical disparities. In this work, we report on recent advances in the design and fabrication of subwavelength grating (SWG) metamaterial-engineered silicon nitride (SiN) grating-coupled optical interfaces. The unique properties of SWG metamaterials offer an extra degree of freedom for controlling light in grating couplers, thus improving both diffraction and fiber-coupler field matching efficiencies. In turn, this enhances fiber-chip coupling performance, while maintaining cost-effective and foundry-compatible fabrication. Our SiN couplers, manufactured in open-access photonic prototyping facilities, have coupling losses as low as -3.1dB at the 1310nm wavelength. Moreover, hybrid SiN grating couplers with amorphous silicon (α-Si) overlays and SWG metamaterials achieve further reduced coupling losses of -2.4dB and -1.3dB for uniform and apodized layouts, respectively. These results underscore the potential of metamaterial-engineered couplers for low-loss fiber-chip interface integration within scalable SiN PICs for foundry-compatible optical and quantum systems.

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 score0.004

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 head0.010
GPT teacher head0.233
Teacher spread0.223 · 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
Published2025
Admission routes1
Has abstractyes

Explore more

Same topicPhotonic and Optical Devices→French-language works237,207→