MétaCan
Menu
Back to cohort
Record W4414038182 · doi:10.1103/2whm-6xyv

Exciton dynamics in marginally twisted <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:mi>WS</mml:mi> <mml:msub> <mml:mi mathvariant="normal">e</mml:mi> <mml:mn>2</mml:mn> </mml:msub> </mml:mrow> </mml:math> homobilayer: Role of interlayer coupling, phonons, and intervalley scattering

2025· article· lv· W4414038182 on OpenAlexfundno aff
Gyusu Lee, J.S. Kim, Ji‐Won Park, Andrew S. Kim, Jong Yun Choi, Kenji Watanabe, Takashi Taniguchi, Moon‐Ho Jo, Hyunyong Choi

Bibliographic record

VenuePhysical review. B./Physical review. B · 2025
Typearticle
Languagelv
FieldMaterials Science
Topic2D Materials and Applications
Canadian institutionsnot available
FundersMinistry of Science and ICT, South KoreaGuelph Research and Development Centre, Agriculture and Agri-Food CanadaInstitute for Basic ScienceNational Research Foundation of Korea
KeywordsPhysicsDynamics (music)

Abstract

fetched live from OpenAlex

In moir\'e materials, excitons serve as optical probes because of the sensitivity to both valley-dependent electronic structure and many-body excitonic interactions. For angle-tuned twisted bilayers, lattice reconstruction becomes significant at marginal twist angles, raising interesting questions about the optical characteristics of excitons both in the steady-state and nonequilibrium regimes. In this work, we investigate both the steady-state and the ultrafast transient exciton behaviors in a twisted ${\mathrm{WSe}}_{2}$ homobilayer (t-${\mathrm{WSe}}_{2}$) using reflection contrast, polarization-resolved photoluminescence, and ultrafast pump--probe spectroscopy. We report the emergence of two distinct intralayer excitons in the lattice reconstructed t-${\mathrm{WSe}}_{2}$, which are used to probe local electronic asymmetries and interlayer coupling in moir\'e domains. These excitons possess distinct temperature- and doping-dependent valley coherence and population dynamics, arising from the asymmetric interlayer coupling. Theoretical modeling via the Lindblad master equation highlights that the pure dephasing rate increases with hole doping, attributed to the enhanced electron-hole interactions. Ultrafast degenerate pump-probe spectroscopy reveals distinct fast decaying dynamics ($<1$ ps) for the two intralayer excitonic absorption species, ${X}_{1}$ and ${X}_{2}$, where the asymmetric interlayer coupling contributes more to the faster ${X}_{1}$ decay than ${X}_{2}$. Optical-pump and white-light probe spectroscopy further unveils a biexponential decay, where the fast component (${\ensuremath{\tau}}_{\mathrm{fast}}\phantom{\rule{4pt}{0ex}}\ensuremath{\approx}\phantom{\rule{4pt}{0ex}}0.7--0.9\phantom{\rule{0.28em}{0ex}}\mathrm{ps}$) signifies rapid radiative recombination with repopulation effects in the optical light cone. The slow component (${\ensuremath{\tau}}_{\mathrm{slow}}\phantom{\rule{4pt}{0ex}}\ensuremath{\approx}\phantom{\rule{4pt}{0ex}}100--300\phantom{\rule{0.28em}{0ex}}\mathrm{ps}$) is linked to exciton-phonon scattering and population relaxation via interlayer breathing phonons. We also present that intervalley scattering pathways, i.e., mediated by the $KQ$ transitions, are distinct from the monolayer counterpart. This work provides detailed insights into the exciton population dynamics in twisted homobilayers, highlighting the role of intervalley and exciton-phonon interactions in the transient multiple exciton complex behaviors.

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 score0.005

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 head0.014
GPT teacher head0.282
Teacher spread0.268 · 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

Citations1
Published2025
Admission routes1
Has abstractyes

Explore more

Same venuePhysical review. B./Physical review. BSame topic2D Materials and ApplicationsFrench-language works237,207