Publication:
High-throughput resonance testing: a characterization tool to study nanowire mechanics

dc.contributor.coauthorMuzammil, M.
dc.contributor.coauthorZare Pakzad, S.
dc.contributor.coauthorAli, B.
dc.contributor.coauthorKerimzade, U.
dc.contributor.coauthorSchmid, U.
dc.contributor.coauthorSchneider, M.
dc.contributor.coauthorAlaca, B. E.
dc.date.accessioned2026-08-31T12:33:24Z
dc.date.issued2026
dc.description.abstractHigh-throughput (HTP) resonance testing is introduced as a mechanical characterization technique for nanowire arrays. As the demonstration platform, arrays of double-clamped silicon nanowires are employed with piezoelectric base excitation and optical detection through laser Doppler vibrometry. As multiple resonance modes of each nanowire can be measured in a single test run, this rapid and non-destructive characterization significantly increases testing throughput, thereby generating large datasets necessary for the statistical treatment of nanomechanical behavior. Its capabilities are demonstrated on the first three resonance modes of an array of eighteen silicon nanowires at frequencies up to 19 MHz, revealing sample-to-sample variations of up to five percent. Capturing this variability is critical, as it arises primarily from fabrication-induced dimensional deviations and intrinsic stresses. The latter is examined in greater detail to demonstrate the capabilities of the proposed characterization tool through a comparative study with Raman spectroscopy. HTP resonance testing enables consistent resolution of stress-induced mechanical changes across nanowire arrays, reducing uncertainty associated with stress-shift-coefficient dispersion from tens of MPa to uniquely resolved stress-change values for individual nanowires. Total measurement time is also reduced by a factor of three compared to single sample testing—a metric that will further improve with increasing nanowire array density. Consequently, supporting large datasets with mode-specific trend analysis and outlier identification, the technique strengthens the experimental foundation for reliable integration of nanowires into next-generation micro- and nanoelectromechanical technologies.
dc.description.harvestedfromManual
dc.description.indexedbyScopus
dc.description.publisherscopeInternational
dc.description.readpublishN/A
dc.description.sponsoredbyTubitakEuTUBITAK
dc.description.sponsorshipChristian Doppler Laboratory (Grant: CDL-PiezoMEMS); Scientific and Technological Research Council of Türkiye (Grant: 124N104)
dc.description.versionPublished Version
dc.identifier.ScopusQuartileN/A
dc.identifier.WoSPercentileN/A
dc.identifier.WoSQuartileN/A
dc.identifier.doi10.1088/1361-6501/ae891c
dc.identifier.eissn1361-6501
dc.identifier.embargoN/A
dc.identifier.endpage295004
dc.identifier.grantnoCDL-PiezoMEMS, 124N104
dc.identifier.issn0957-0233
dc.identifier.issue29
dc.identifier.scopus2-s2.0-105045927391
dc.identifier.startpage295004
dc.identifier.urihttp://dx.doi.org/10.1088/1361-6501/ae891c
dc.identifier.urihttps://hdl.handle.net/20.500.14288/34918
dc.identifier.volume37
dc.keywordsNanowire
dc.keywordsCharacterization (materials science)
dc.keywordsResonance (particle physics)
dc.keywordsDispersion (optics)
dc.keywordsRaman spectroscopy
dc.keywordsSilicon
dc.keywordsPiezoelectricity
dc.keywordsNanoelectromechanical systems
dc.languageeng
dc.publisherIOP Publishing
dc.relation.affiliationKoç University
dc.relation.collectionKoç University Institutional Repository
dc.relation.ispartofMeasurement Science and Technology
dc.subjectPhysical sciences
dc.subjectEngineering
dc.subjectBiomedical engineering
dc.subjectPhysics and astronomy
dc.subjectAtomic and molecular physics
dc.subjectAnd optics
dc.titleHigh-throughput resonance testing: a characterization tool to study nanowire mechanics
dc.typeJournal Article
dspace.entity.typePublication

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