MétaCan
Menu
Back to cohort
Record W4413307826 · doi:10.1002/adfm.202512962

Epitaxial Interface‐Driven Photoresponse Enhancement in Monolayer WS <sub>2</sub> –MoS <sub>2</sub> Lateral Heterostructures

2025· article· en· W4413307826 on OpenAlexfundno aff
Pargam Vashishtha, Clara Kofler, Ajay Kumar Verma, Sindhu Priya Giridhar, Jonathan O. Tollerud, N. Dissanayake, Manoj Sehrawat, Vishnu Aggarwal, Edwin L. H. Mayes, Billy J. Murdoch, Deepak K. Sharma, Taimur Ahmed, Jani Kotakoski, Jeffrey A. Davis, Yuerui Lu, Govind Gupta, Irfan Haider Abidi, Sumeet Walia

Bibliographic record

VenueAdvanced Functional Materials · 2025
Typearticle
Languageen
FieldMaterials Science
Topic2D Materials and Applications
Canadian institutionsnot available
FundersRMIT UniversityOffice of National IntelligenceDefence Science and Technology GroupAustralian Research CouncilAcademy of Scientific and Innovative ResearchNational Physical LaboratoryOntario Ministry of Natural Resources and ForestryAustralian National Fabrication Facility
KeywordsMaterials scienceHeterojunctionMonolayerEpitaxyInterface (matter)OptoelectronicsNanotechnologyLayer (electronics)Composite material

Abstract

fetched live from OpenAlex

Abstract 2D transition metal dichalcogenides heterostructures are driving advancements in next‐generation optoelectronic technologies. Lateral 2D heterojunctions with atomically seamless interfaces play a vital role in modulating charge separation and carrier dynamics, yet underlying transport mechanisms remain inadequately understood, limiting practical deployment. Here, monolayer WS 2 ‐MoS 2 lateral edge‐epitaxial heterostructures synthesized via chemical vapor deposition (CVD), providing critical insights into heterointerface effects on charge distribution and photoresponse are reported. Photodetector fabricated from this heterostructures exhibit broadband spectral response from ultraviolet to near‐infrared, achieving peak responsivity of 1850 mA W −1 and detectivity of 4.36 × 10 11 Jones under 565 nm illumination. This represents ≈200% enhancement compared to individual monolayer MoS 2 or WS 2 devices, directly demonstrating the synergistic benefits of lateral heterostructure engineering. Spatially resolved surface potential mapping and second‐harmonic generation imaging reveal that enhanced performance originates at the epitaxial interface, confirming the critical role of interfacial electric fields and nonlinear optical effects in charge carrier dynamics. The characterization provides direct experimental evidence linking atomically seamless interface properties to macroscopic device performance enhancements. These findings underscore the significant potential of CVD‐grown WS 2 ‐MoS 2 lateral heterostructures for high‐performance photodetectors and establish interface engineering as a powerful strategy for advancing 2D semiconductor device technologies.

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 score0.002

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 head0.009
GPT teacher head0.249
Teacher spread0.240 · 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

Citations34
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueAdvanced Functional MaterialsSame topic2D Materials and ApplicationsFrench-language works237,207