Unusual thermoelectric transport anisotropy in quasi-two-dimensional rhombohedral GeTe
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Bibliographic record
Abstract
In this study, we calculate the $T=300\phantom{\rule{0.28em}{0ex}}\mathrm{K}$ scattering and thermoelectric transport properties of rhombohedral GeTe using first-principles modeling. The room-temperature phase of GeTe has a layered structure, with cross-plane and in-plane directions oriented parallel and perpendicular to [111], respectively. Based on rigorous electron-phonon scattering, our transport calculations reveal unusual anisotropic properties; $n$-type GeTe has a cross-plane electrical conductivity that is roughly $3\ifmmode\times\else\texttimes\fi{}$ larger than in plane. $p$-type GeTe, however, displays opposite anisotropy with in-plane conducting roughly $2\ifmmode\times\else\texttimes\fi{}$ more than cross plane, as is expected in quasi-two-dimensional materials. The power factor shows the same anisotropy as the electrical conductivity, since the Seebeck coefficient is relatively isotropic. Interestingly, cross-plane $n$-GeTe shows the largest mobility and power factor approaching $500\phantom{\rule{0.28em}{0ex}}{\mathrm{cm}}^{2}/\mathrm{V}$-s and $32\phantom{\rule{4pt}{0ex}}\ensuremath{\mu}\mathrm{W}/\mathrm{cm}\text{\ensuremath{-}}{\mathrm{K}}^{2}$, respectively. The thermoelectric figure of merit, $zT$, is enhanced as a result of this unusual anisotropy in $n$-GeTe since the lattice thermal conductivity is minimized along cross plane. This decouples the preferred transport directions of electrons and phonons, leading to a threefold increase in $zT$ along cross plane compared to in plane. The $n$-type anisotropy results from high-velocity electron states formed by Ge $p$ orbitals that span across the interstitial region. This surprising behavior, that would allow the preferential conduction direction to be controlled by doping, could be observed in other quasi-two-dimensional materials and exploited to achieve higher-performance thermoelectrics.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.003 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it