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Record W4411982518 · doi:10.1038/s41467-025-61550-2

Direct observation of distinct bulk and edge nonequilibrium spin accumulation in ultrathin MoTe2

2025· article· en· W4411982518 on OpenAlexafffund
Fangchu Chen, Kamal Das, Bowen Yang, Chuangtang Wang, Shazhou Zhong, Diana Golovanova, Ren He, Tianyang Wang, Xuan Luo, Yuping Sun, Liuyan Zhao, Guo‐Xing Miao, Binghai Yan, Adam W. Tsen

Bibliographic record

VenueNature Communications · 2025
Typearticle
Languageen
FieldMaterials Science
Topic2D Materials and Applications
Canadian institutionsUniversity of Waterloo
FundersAir Force Office of Scientific ResearchDivision of Materials ResearchNatural Sciences and Engineering Research Council of CanadaMaterials Research Science and Engineering Center, Harvard UniversityU.S. Air ForceChinese Academy of SciencesPennsylvania State UniversityOffice of ScienceWeizmann Institute of ScienceIsrael Science FoundationKoshland FoundationNational Natural Science Foundation of ChinaUniversity of PennsylvaniaKillam TrustsInstitute of Solid State Physics, Chinese Academy of SciencesU.S. Department of EnergyNational Science Foundation
KeywordsNon-equilibrium thermodynamicsEnhanced Data Rates for GSM EvolutionSpin (aerodynamics)Condensed matter physicsMaterials sciencePhysicsNanotechnologyComputer scienceQuantum mechanics

Abstract

fetched live from OpenAlex

Low-symmetry two-dimensional (2D) topological materials such as MoTe2 host efficient charge-to-spin conversion (CSC) mechanisms that can be harnessed for novel electronic and spintronic devices. However, the nature of the various CSC mechanisms and their correlation with underlying crystal symmetries remain unsettled. In this work, we use local spin-sensitive electrochemical potential measurements to directly probe the spatially dependent nonequilibrium spin accumulation in MoTe2 flakes down to four atomic layers. We are able to clearly disentangle contributions originating from the spin Hall and Rashba-Edelstein effects and uncover an abundance of unconventional spin polarizations that develop uniquely in the sample bulk and edges with decreasing thickness. Using ab-initio calculations, we construct a unified understanding of all the observed CSC components in relation to the material dimensionality and stacking arrangement. Our findings not only illuminate previous CSC results on MoTe2 but also have important ramifications for future devices that can exploit the local and layer-dependent spin properties of this 2D topological material. Charge-to-spin conversion is critical element for spintronic devices. In most materials, there are several sources of charge-to-spin conversion, which are often challenging to disentangle. Here, Chen et al succeed in disentangling spin Hall and Rashba-Edelstein contributions to charge-to-spin conversion in ultrathin MoTe2 using position dependent measurements of the current-induced spin accumulation.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.705
Threshold uncertainty score0.384

Codex and Gemma teacher scores by category

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 science0.0010.000
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 head0.041
GPT teacher head0.346
Teacher spread0.305 · 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

Citations0
Published2025
Admission routes2
Has abstractyes

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