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Record W4415671855 · doi:10.1109/jmems.2025.3622537

Mode-Selective Electrode Configuration for Multifrequency Operation in PMUTs: Microfabrication and Characterization

2025· article· W4415671855 on OpenAlexafffund
Yumna Birjis, Haleh Nazemi, Arezoo Emadi

Bibliographic record

VenueJournal of Microelectromechanical Systems · 2025
Typearticle
Language
FieldMedicine
TopicUltrasound Imaging and Elastography
Canadian institutionsUniversity of Windsor
FundersNatural Sciences and Engineering Research Council of CanadaAichi Cancer Center Research InstituteHellenic Foundation for Research and Innovation
KeywordsElectrodeUltrasonic sensorMicrofabricationCoupling (piping)Electrical impedancePiezoelectricityTransducerElectromechanical coupling coefficient

Abstract

fetched live from OpenAlex

Multi-frequency operation in ultrasonic transducers balances the trade-off between resolution and penetration depth in ultrasonic imaging. Single top-electrode PMUTs couple strongly to the fundamental mode but weakly to higher-order modes because uniform electrode coverage does not conform to the higher-mode strain profile. Dual concentric ring-and-disk (C–C) electrodes access multiple modes yet reduce fundamental-mode coupling due to misalignment between the segmented coverage and the fundamental strain profile. In this work a circular square (C-Sq) dual top electrode is introduced to strengthen coupling in both the fundamental and higher order modes for multifrequency operation. The configuration pairs a circular outer electrode with a square inner electrode on a circular membrane. The topology aligns with the strain profiles of the fundamental and a selected higher mode enabling mode selective excitation by electrode switching. The proposed C-Sq dual electrode design and reference single electrode and dual electrode concentric ring and disk (C-C) devices were fabricated using the PiezoMUMPs multi-user MEMS process for fair comparison. Electrical impedance analysis, laser doppler vibrometry, and acoustic measurements show a 37% increase in fundamental mode electromechanical coupling relative to C-C dual electrode PMUT and a 27% improvement for the higher mode relative to single electrode PMUTs. Membrane displacement increases by 67% and acoustic pressure at the fundamental resonance is enhanced by 13%. The proposed C-Sq PMUT supports efficient, mode selective multifrequency operation for biomedical imaging and sensing.[2025-0152]

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)0.000
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.001
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

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 integrity0.0010.000
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 head0.007
GPT teacher head0.270
Teacher spread0.264 · 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 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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