MétaCan
Menu
Back to cohort
Record W4297383422 · doi:10.1038/s41598-022-20531-x

Atomistic reaction mechanism of CVD grown MoS2 through MoO3 and H2S precursors

2022· article· en· W4297383422 on OpenAlexaff
Abdullah Arafat, Md. Sherajul Islam, Naim Ferdous, A. S. M. Jannatul Islam, Md. Mosarof Hossain Sarkar, Catherine Stampfl, Jeongwon Park

Bibliographic record

VenueScientific Reports · 2022
Typearticle
Languageen
FieldMaterials Science
Topic2D Materials and Applications
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsSulfurSulfidationChemical vapor depositionMoleculeChemistryOxygenDeposition (geology)Reaction mechanismChemical engineeringCrystallographyCatalysisOrganic chemistry

Abstract

fetched live from OpenAlex

Abstract Chemical vapor deposition (CVD) through sulfidation of MoO 3 is one of the most important synthesis techniques to obtain large-scale and high-quality two-dimensional (2D) MoS 2 . Recently, H 2 S precursor is being used in the CVD technique to synthesize 2D MoS 2 . Although several studies have been carried out to examine the mechanism of MoS 2 growth in the presence of sulfur and MoO 3 precursors, the growth of MoS 2 in the presence of H 2 S precursor has largely remained unknown. In this study, we present a Reactive molecular dynamics (RMD) simulation to investigate the reaction mechanism of MoS 2 from MoO 3 and H 2 S precursors. The intermediate molecules formation, the reason behind those formations, and the surface compositions of MoO x S y H z during the initial steps of CVD have all been quantified. Surprisingly, a sudden separation of sulfur atoms from the surface was observed in the H 2 S precursor system due to the substantial oxygen evolution after 1660 K. The sulfur detachments and oxygen evolution from the surface were found to have a linear relationship. In addition, the intermediate molecules and surface bonds of MoS 2 synthesized by MoO 3 and H 2 S precursors were compared to those of a system using S 2 and MoO 3 precursors. The most stable subsidiary formation from the H 2 S precursor was found to be H 2 O, whereas in case of S 2 precursor it was SO. These results provide a valuable insight in the formation of large-scale and high-quality 2D MoS 2 by the CVD technique.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.179
Threshold uncertainty score0.938

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
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 head0.016
GPT teacher head0.246
Teacher spread0.230 · 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.

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

Citations23
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueScientific ReportsSame topic2D Materials and ApplicationsFrench-language works237,207