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Record W4387805823 · doi:10.1109/jmems.2023.3322223

Hybrid MEMS Actuator With 3 Degrees-of- Freedom for Efficient Planar Optical Switching

2023· article· en· W4387805823 on OpenAlex

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.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueJournal of Microelectromechanical Systems · 2023
Typearticle
Languageen
FieldEngineering
TopicPhotonic and Optical Devices
Canadian institutionsÉcole de Technologie Supérieure
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsNotationActuatorDisplacement (psychology)Plane (geometry)MathematicsAlgebra over a fieldComputer sciencePure mathematicsGeometryArtificial intelligenceArithmetic

Abstract

fetched live from OpenAlex

This work demonstrates a hybrid MEMS actuator platform that combines electrostatic and piezoelectric actuators to displace a suspended MEMS platform along 3 degrees-of-freedom (DOF). The prototype MEMS actuator tested produces maximum displacements of <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$8.8 \mu \text{m}$ </tex-math></inline-formula> along the positive X-axis, and <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$8.5 \mu \text{m}$ </tex-math></inline-formula> along the negative X-axis, with digital control. Analog control produces maximum displacements of <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$5.9 \mu \text{m}$ </tex-math></inline-formula> along the positive X-axis, and <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$5.8 \mu \text{m}$ </tex-math></inline-formula> along the negative X-axis. It can also provide <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$2.2 \mu \text{m}$ </tex-math></inline-formula> of in-plane displacement along the negative Y-axis with analog control. The electrostatic actuator used for displacement along the negative Y-axis also compensates for any out-of-plane misalignment between the suspended MEMS platform and fixed silicon due to the significant residual stress caused by deposited piezoelectric material layers. In addition, up to 550 nm of misalignment compensation using the electrostatic actuator before electrostatic pull-in is demonstrated. The piezoelectric actuator provides fine alignment capability with a maximum out-of-plane displacement of 200 nm and 100 nm with analog control along the positive and negative Z-axis, respectively. This hybrid MEMS actuator can be integrated with channel waveguides for efficient planar optical switching applications. [2023-0121]

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.

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)0.001
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 score0.831
Threshold uncertainty score0.616

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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 head0.012
GPT teacher head0.218
Teacher spread0.207 · 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