MétaCan
Menu
Back to cohort
Record W3185730990 · doi:10.1021/acsphotonics.1c00540

Cavity-Mediated Hybridization of Bright and Dark Excitons in an Ultrastrongly Coupled Carbon Nanotube Microcavity

2021· article· en· W3185730990 on OpenAlexafffund
Abitha Dhavamani, Louis Haeberlé, Jialiang Wang, Stéphane Kéna‐Cohen, Michael S. Arnold

Bibliographic record

VenueACS Photonics · 2021
Typearticle
Languageen
FieldPhysics and Astronomy
TopicStrong Light-Matter Interactions
Canadian institutionsPolytechnique Montréal
FundersArmy Research OfficeAir Force Office of Scientific ResearchCanada Research Chairs
KeywordsPolaritonExcitonPhotonPhotoluminescenceCarbon nanotubePhysicsCondensed matter physicsExciton-polaritonsPhononHamiltonian (control theory)Atomic physicsMaterials scienceOptoelectronicsOpticsNanotechnology

Abstract

fetched live from OpenAlex

Semiconducting single-walled carbon nanotubes (SWCNTs) are ideal materials for studying strong light–matter coupling and related polaritonic phenomena at room temperature. SWCNTs possess strong, relatively narrow, optical absorption features arising from bright and dark exciton states, with the latter brightened by vibrational transitions in some cases. We show here that a strong light–matter interaction allows for the hybridization of the bright as well as the K-momentum dark exciton states of SWCNTs in an optical microcavity, mediated by a common cavity photon and exciton–phonon coupling. This hybridization is achieved in optically dense films of chirality-purified (6,5) SWCNTs integrated into microcavities via a lamination approach. Measured polariton dispersions are fit to a three-level Hopfield Hamiltonian model, evidencing high coupling strengths of g1 as large as 230 meV between bright excitons and cavity photons (which would correspond to a Rabi splitting Ω1 = 2g1 = 460 meV in the absence of the second oscillator) and g2 as large as 100 meV for phonon-brightened K-momentum dark excitons and cavity photons. In addition, photoluminescence is observed from the lower polariton branch with a full width at half-maximum of only 30 meV.

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 head0.007
GPT teacher head0.243
Teacher spread0.236 · 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

Citations12
Published2021
Admission routes2
Has abstractyes

Explore more

Same venueACS PhotonicsSame topicStrong Light-Matter InteractionsFrench-language works237,207