Evidence map›Paper›PMID 41372551›Full record

ArticleCommunications engineering2025

Experimentally characterising the dynamical landscape of an active MEMS cantilever.

Seigan Hayashi, Chris Cameron, Stefanie Gutschmidt, Rua Murray, Bernd Krauskopf

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In one paragraph

Article in Communications engineering, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Seigan HayashiDepartment of Mechanical Engineering, University of Canterbury, Christchurch, 8140, New Zealand. seigan.hayashi@ila.uni-stuttgart.de.ORCID http://orcid.org/0000-0001-6979-4329
Chris CameronDepartment of Mechanical Engineering, University of Canterbury, Christchurch, 8140, New Zealand.ORCID http://orcid.org/0000-0003-0972-8404
Stefanie GutschmidtDepartment of Mechanical Engineering, University of Canterbury, Christchurch, 8140, New Zealand.ORCID http://orcid.org/0000-0002-1528-809X
Rua MurraySchool of Mathematics and Statistics, University of Canterbury, Christchurch, 8140, New Zealand.ORCID http://orcid.org/0000-0001-5563-1721
Bernd KrauskopfDepartment of Mathematics, University of Auckland, Auckland, 1142, New Zealand.ORCID http://orcid.org/0000-0002-8940-230X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Micro- and nano-electromechanical systems (M/NEMS) are in high demand for cutting-edge future technological solutions. Their strongly nonlinear nature is regarded as beneficial for optimising performance metrics for a wide range of engineering applications. As model-free experimentation remains limited to forward time observations, important dynamic features can be left uncharted, resulting in an incomplete dynamical landscape. Here we address this issue by employing experimental continuation - a model-free technique for constructing bifurcation diagrams by tracking steady-states and/or periodic responses directly in a physical experiment. This approach is unexplored for investigating micro-scale systems with fast timescales. Our state-of-the-art experiment investigates an active MEMS cantilever operated as a self-oscillator with a natural frequency of 100 kHz; the fastest timescales of a mechanical system probed with experimental continuation. We explore the cantilever's nonlinear responses to external, periodic excitation via a sequence of one-parameter response curves. By experimentally mapping out the MEMS cantilever's stable and unstable periodic orbits, we expose the dynamic landscape by rendering a multi-valued response surface across a range of forcing frequencies and amplitudes. An atypical, non-Duffing-like bifurcation structure is revealed.

Identifiers

PMID41372551
PMCPMC12695876

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LicenceCC BY-NC-ND
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.