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Record W4407806050 · doi:10.1002/lpor.202401579

All‐Dielectric Metawaveguide Ring Resonators with Deeply Sub‐Diffractive Mode Volumes

2025· article· en· W4407806050 on OpenAlexfundno aff
Saddam Gafsi, Judson D. Ryckman

Bibliographic record

VenueLaser & Photonics Review · 2025
Typearticle
Languageen
FieldEngineering
TopicPhotonic and Optical Devices
Canadian institutionsnot available
FundersNatural Sciences and Engineering Research Council of CanadaAir Force Office of Scientific ResearchClemson UniversityNational Science Foundation
KeywordsResonatorDielectricRing (chemistry)Mode (computer interface)PhysicsDielectric resonatorOpticsDiffractionSplit-ring resonatorMaterials scienceOptoelectronicsComputer scienceChemistry

Abstract

fetched live from OpenAlex

Abstract Whispering gallery mode (WGM) resonators provide an essential platform for various optical applications but are typically limited to mode volumes V ≈2π R (λ 0 /2 n ) 2 where R is the bend radius and n is the refractive index. Here, the theory, simulation, and experimental realization of WGM resonators capable of achieving deeply sub‐diffractive mode volumes are presented, V << 2π R (λ 0 /2 n ) 2 , while preserving high Q factors. Rather than relying on plasmonics to reduce the mode volume, the work relies on all‐dielectric metamaterial waveguides that support localized field enhancements within the high index medium. Combined with the excitation of standing wave rather than traveling wave WGM resonances, it is shown how the mode volume of a silicon microring resonator can be reduced by factors >10 – 100 depending upon nanostructure dimensions and choice of cladding. The analysis further suggests a lower bound for the sub‐diffractive all‐dielectric mode volume, V min ’ , which scales in proportion to the mode order m times the refractive index raised to the seventh power, i.e.: V min ’ ≈ mn −7 . Experimentally, these sub‐diffractive WGM devices are shown to support standing wave resonances while maintaining high intrinsic quality factors ≈10 4 –10 5 . These metawaveguide ring resonators present a promising WGM platform for interfacing wavelength‐scale optics with sub‐wavelength matter.

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 categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.613
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.008
GPT teacher head0.253
Teacher spread0.244 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations7
Published2025
Admission routes1
Has abstractyes

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