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Record W4398142897 · doi:10.1103/physrevb.109.205422

Influence of higher-order electron-phonon interaction on the electron-related lattice thermal properties of two-dimensional Dirac crystals

2024· article· en· W4398142897 on OpenAlexafffund
Sina Kazemian, Giovanni Fanchini

Bibliographic record

VenuePhysical review. B./Physical review. B · 2024
Typearticle
Languageen
FieldPhysics and Astronomy
TopicTopological Materials and Phenomena
Canadian institutionsUniversity of WaterlooWestern University
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsCondensed matter physicsElectronPhononLattice (music)ThermalPhysicsMaterials scienceQuantum mechanicsThermodynamics

Abstract

fetched live from OpenAlex

Understanding the numerous crucial properties of Dirac crystals, such as their thermal conductivity, necessitates the use of models that consider the interaction between Dirac electrons and persistent acoustic phonons in which the oscillation frequency $\ensuremath{\omega}$ depends on the phonon wave vector $q$ and is therefore dispersive. It is commonly assumed that the exceptionally high thermal conductivity of two-dimensional (2D) Dirac crystals is due to the near ideality of their phonon quantum gasses with undesired limitations originating from phenomena such as electron-phonon ($e$-ph) interactions. Electrons transferred to Dirac crystals from metal nanoparticles through doping have been shown to affect and limit the thermal conductivity of Dirac crystals due to $e$-ph interactions at distances up to several microns from the nanoparticle. Notably, the $e$-ph thermal conductivity is directly linked to the phonon scattering rate, demonstrating a proportional relationship. Customarily, when calculating the phonon scattering rate, it is common to overlook phonons with short-dispersive wavelengths since in metals $q$ is significantly smaller than the Fermi surface dimensions. However, this approach proves insufficient for analyzing 2D Dirac crystals. Furthermore, the in-plane phonon scattering rate is calculated up to the first order of magnitude consisting of two electrons and one phonon, i.e., three-particle interaction. In these calculations, only processes involving the decay of an electron and phonon, leading to the creation of a new electron (EP-E*), are considered. However, processes that involve the decay of an electron and the creation of a new electron and phonon (E-E*P*) are not taken into consideration. In this paper, we present an accurate expression for the phonon scattering rate and the $e$-ph thermal conductivity in 2D Dirac crystals for in-plane phonons considering phonons with short-dispersive wavelengths. We further demonstrate that even at room temperature, when calculating the phonon scattering rate and $e$-ph thermal conductivity, in the case of first-order $e$-ph interactions, the E-E*P* process assumes significance. In the end, we show the importance of incorporating second-order $e$-ph interactions, particularly the (EP-E*P*) interaction involving the decay of an electron and phonon and the creation of a new pair for in-plane phonons, when determining the phonon scattering rate and $e$-ph thermal conductivity at high temperatures and low Fermi energies. This four-particle interaction process proves significant in accurately characterizing these properties.

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)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: Simulation or modeling
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.017
GPT teacher head0.339
Teacher spread0.322 · 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 designSimulation or modeling
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

Citations4
Published2024
Admission routes2
Has abstractyes

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