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Record W4385071754 · doi:10.1093/micmic/ozad067.165

Unveiling Phonon Dispersion Behavior of AlN/GaN Heterostructures Using EELS

2023· article· en· W4385071754 on OpenAlex
Joaquin E Reyes-González, Niklas Dellby, Benjamin Plotkin-Swing, Ping Wang, Ayush Pandey, Zetian Mi, Maureen J. Lagos

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueMicroscopy and Microanalysis · 2023
Typearticle
Languageen
FieldEngineering
TopicSemiconductor materials and devices
Canadian institutionsMcMaster University
Fundersnot available
KeywordsLibrary scienceArt historyArtComputer science

Abstract

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III-V semiconductor heterostructures are commonly used in modern electronic devices due to their bandgap tunability, high electron mobility and thermal stability [1].These heterostructures are made of different semiconductor layers forming one (i.e., single junction) or several interfaces (i.e., quantum well structure). Lattice vibrations (phonons) at those interfaces play a key role in heat dissipation and electron mobility processes [1,2]. The study of interface phonon properties requires the use of nanoscale-sized probes to characterize its local response. Thanks to the development of novel technologies for monochromators and spectrometers, atom-wide monochromatic probes have become available in electron microscopes, thus offering vibrational scattering information over a wide spectral section of the infrared range with an unmatched spatial sensitivity [3]. For instance, inelastic phonon scattering from nanomaterials can be obtained in the real [4] and reciprocal spaces[5]. We present a momentum-resolved EELS study of the phonon dispersion across AlN/GaN interfaces using a nanometer-sized electron probe. The spectroscopy and imaging work was performed using a scanning transmission electron microscope (STEM) equipped with a monochromator and an aberration corrector operated at an accelerating voltage of 60 kV. An energy resolution of ⁓10 meV was obtained using a momentum-resolved setting. The structural characterization was conducted using High-Angle Annular Dark Field (HAADF) STEM. STEM images were acquired considering 31 mrad convergence half-angle probe and 72 mrad of collection half-angle. For the spectroscopy work, the conditions include a convergence semi-angle of 2 mrad which results in a ⁓2 nm probe size. The EELS collection conditions were configured to create adequate spacing between Bragg disks in the image projected at the EELS detector. The scattering signal was selected along specific crystallographic directions using a slot entrance aperture. Bulk AlN/GaN heterostructures were grown along the [0001] direction on a sapphire substrate using Molecular Beam Epitaxy. Two types of heterostructures were investigated: an interface between an AlN and a GaN crystals and a 2D structure of a few atomic layers of GaN sandwiched between two AlN crystals. The samples were prepared using conventional Focused Ion Beam microscopy. Figure 1a shows a HAADF-STEM image of an AlN/GaN interface oriented along the [112¯0] direction. We found an intermixing region of ⁓1 nm in width at the interface, which led to a reduction of its sharpness character. Stacking faults near the interface were identified on both sides of the interface. Figure 1b shows a HAADF-STEM image of an atom wide GaN monolayer sandwiched between two AlN crystals. Notice the high contrast associated with the presence of Ga atoms. An analysis of the width of the 2D GaN layered system showed an average of 7 atomic layers along 1 μm. We also found stacking faults adjacent to the GaN. Our momentum-resolved EELS work was focused on the AlN/GaN interface. We conducted phonon dispersion measurements across the interface, selecting phonon scattering along the ΓM direction of the wurtzite Brillouin zone. We resolved a phonon gap between 70 to 80 meV in AlN (Figure 2 a) and 40 to 70 meV in GaN (Figure 2 b). The optical phonon band extends between 80 and 100 meV and 70 and 95 meV for AlN and GaN, respectively. Our phonon dispersion results are in agreement with bulk measurements obtained using Inelastic X-ray Scattering [6]. The phonon dispersion at the interface displays the apparent absence of a phonon gap, which contrast with the behavior obtained from regions adjacent to the interface. This suggests the possible formation of hybrid AlN and GaN bulk phonon modes. Further analysis in the interface is in progress. In summary, we analyzed the sharpness character of an AlN/GaN interface and identified a ⁓1nm mixed region at the interface. We imaged the formation of single and multiple GaN layers between AlN. Stacking faults near the interface are present in both structures. We probed the bulk phonon dispersions of AlN and GaN and resolved the phonon gap that exists in both materials. Our phonon dispersion measurement at the interface suggests the appearance of new modes. Our work represents progress toward the exploration of phonon modes in the deep region of the mid-IR range and brings physical insights into the available channels for energy transfer in the contexts of heat transport and charge carrier mobility [7]. (a) HAADF STEM image of the AlN/GaN single interface heterostructure. The intermixing region is indicated by the dashed lines. (b) HAADF STEM image of a quantum well heterostructure of a single GaN layer embedded in AlN. (a) AlN bulk phonon dispersion with a gap between 70 and 80 meV, (b) GaN bulk phonon dispersion with the larger gap from 45 meV to 75 meV.

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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: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.637

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 science0.0000.000
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 head0.015
GPT teacher head0.264
Teacher spread0.249 · 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