<?xml version="1.0" encoding="UTF-8"?>
<article xmlns:xlink="http://www.w3.org/1999/xlink">
<front><article-meta>
<title-group><article-title>Analytical Model for Anchor Loss Q-Factor of an Elliptical MEMS Resonator with Two Supporting</article-title></title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Ghaziyani</surname><given-names>Khadije</given-names></name><xref ref-type="aff" rid="aff1"/></contrib>
<contrib contrib-type="author"><name><surname>Moslemi</surname><given-names>Mehdi</given-names></name><xref ref-type="aff" rid="aff2"/></contrib>
<aff id="aff1">Departement of Mathematics, Ayandegan University, Tonekabon, Iran.</aff>
<aff id="aff2">Department of Mechanical Engineering, Ayandegan Institute of Higher Education, Tonekabon, Iran.</aff>
</contrib-group>
<abstract><p>Anchor loss is a primary energy dissipation mechanism limiting the quality factor (Q) of micromechanical resonators. This study presents analytical relationships for the natural frequency and anchor loss quality factor of an elliptical micromechanical resonator with two horizontal supporting beams operating in the in-plane slapping vibration mode. The model was developed using Euler-Bernoulli beam theory, where equivalent stiffness and effective moment of inertia were derived from the kinetic energy of the bending beams. The analytical natural frequency (32.528 kHz) showed excellent agreement with ANSYS simulations (31.39 kHz), with an error of only 3.5%. Parametric analysis revealed that increasing beam length improves the quality factor, while increasing beam width or the major radius of the ellipse significantly degrades it. The proposed analytical model provides a validated, computationally efficient tool for designing high-Q elliptical Micro-Electro-Mechanical Systems (MEMS) resonators.</p></abstract>
<kwd-group kwd-group-type="author"><kwd>Anchor loss</kwd><kwd>Elliptical resonator</kwd><kwd>Quality factor</kwd><kwd>In-plane slapping mode</kwd><kwd>Micro-electro-mechanical</kwd></kwd-group>
</article-meta></front>
<body>
<sec id="sec-1">
<p>systems.</p>
</sec>
<sec id="sec-2"><label>1</label><title>Introduction</title>
<p>Micromechanical resonators are small components that vibrate at high frequencies and are widely used in electrical filters, mass sensors, biosensors, gyroscopes, and switches <xref ref-type="bibr" rid="ref-1">[1]</xref>, <xref ref-type="bibr" rid="ref-2">[2]</xref>. One of the critical challenges in designing these resonators is achieving a high quality factor (Q), as increasing Q directly impacts insertion loss, phase noise, and signal-to-noise ratio <xref ref-type="bibr" rid="ref-3">[3]</xref>, <xref ref-type="bibr" rid="ref-4">[4]</xref>. Therefore, investigating energy dissipation mechanisms and analytically calculating the quality factor is of great importance.</p>
<p>Several main energy dissipation mechanisms exist in micromechanical resonators, including air damping, thermoelastic damping, and anchor loss (also referred to as support loss) <xref ref-type="bibr" rid="ref-5">[5]</xref>, <xref ref-type="bibr" rid="ref-6">[6]</xref>. When a micromechanical resonator is surrounded by a fluid such as air, it collides with surrounding fluid molecules during vibration, losing part of its energy through collisions. This is called air damping <xref ref-type="bibr" rid="ref-7">[7]</xref>. In thermoelastic damping, as the resonator structure vibrates at resonance frequency, strain variations lead to temperature changes and consequently irreversible heat currents, increasing entropy and dissipating vibrational energy as thermal energy <xref ref-type="bibr" rid="ref-8">[8]</xref>, <xref ref-type="bibr" rid="ref-9">[9]</xref>.</p>
<p>Anchor loss is the portion of the resonator&apos;s vibrational energy that is transferred to the substrate through the supporting beams <xref ref-type="bibr" rid="ref-10">[10]</xref>, <xref ref-type="bibr" rid="ref-11">[11]</xref>. During vibration, the resonator exerts time-harmonic stress on the foundation through its clamped region. Acting as an excitation source, this stress results in energy loss due to elastic waves traveling from the resonator to the substrate <xref ref-type="bibr" rid="ref-12">[12]</xref>. In analyzing this energy dissipation, it is assumed that the substrate dimensions are semi-infinite and sufficiently large compared to the resonator dimensions. Therefore, when a wave enters the substrate, it does not encounter a boundary to return to the resonator, and consequently the vibrational energy is dissipated <xref ref-type="bibr" rid="ref-6">[6]</xref>.</p>
<p>The quality factor can be defined for each of these energy dissipation mechanisms individually, but when all these mechanisms are considered together, the total quality factor is defined as <xref ref-type="bibr" rid="ref-13">[13]</xref>:</p>
<p>where Qanchor is the anchor loss quality factor, Qted is the thermoelastic damping quality factor, and Qair is the air damping quality factor.</p>
<p>Extensive research has been conducted on anchor loss analysis in Micro-Electro-Mechanical Systems (MEMS) resonators. Hao and Ayazi <xref ref-type="bibr" rid="ref-11">[11]</xref> presented an analytical model for support loss in micromachined beam resonators with in-plane flexural vibrations, modeling the support as a semi-infinite medium. Chen et al. <xref ref-type="bibr" rid="ref-5">[5]</xref> revisited support loss evaluation in micro-beam resonators using two-dimensional elastic wave theory and Green&apos;s function method, considering distributed normal and shear stresses in the attachment region. Their results showed that the pure-shear model overestimates support loss, especially for resonators with small aspect ratio <xref ref-type="bibr" rid="ref-5">[5]</xref>.</p>
<p>Ma et al. <xref ref-type="bibr" rid="ref-14">[14]</xref> developed a concise formula for support loss of doubly clamped beam resonators with axial pre-tension, revealing that pre-tension decreases thermoelastic damping but increases support loss. They demonstrated that an optimal quality factor can be achieved by tuning pre-tension when both dissipation mechanisms are dominant <xref ref-type="bibr" rid="ref-14">[14]</xref>. Vukasin et al. <xref ref-type="bibr" rid="ref-15">[15]</xref> studied the relationship between anchor design and dominant energy loss mechanisms in Lamé mode resonators, finding that anchor geometry affects whether the device is anchor-limited or Akhiezer-limited. Their results showed that more compliant anchors can increase Q by an order of magnitude <xref ref-type="bibr" rid="ref-15">[15]</xref>.</p>
<p>Siddiqi et al. <xref ref-type="bibr" rid="ref-16">[16]</xref> performed numerical analysis of anchor loss and thermoelastic damping in piezoelectric AlN-on-Si Lamb wave resonators, showing good agreement between computed and experimental Q values. Bijay et al. <xref ref-type="bibr" rid="ref-17">[17]</xref> introduced a fast boundary-finite element approach for estimating anchor losses, combining FEM for the resonator structure with BEM for wave dissipation into the semi-infinite substrate. Bijay et al. <xref ref-type="bibr" rid="ref-17">[17]</xref> optimized anchor placement in TPoS MEMS resonators through modeling and experimental validation. Li et al. <xref ref-type="bibr" rid="ref-18">[18]</xref> enhanced Q-factor using coupling Bragg and local resonance band gaps in single-phase phononic crystals for TPOS MEMS resonators.</p>
<p>Phononic crystal structures have been widely used to reduce anchor loss. A wide bandgap phononic crystal strip was proposed to support length extensional mode MEMS resonators, achieving Q enhancement up to 85044.99% compared to conventional designs <xref ref-type="bibr" rid="ref-19">[19]</xref>. Ha and Bao <xref ref-type="bibr" rid="ref-20">[20]</xref> demonstrated anchor loss reduction in thin film aluminum nitride on diamond contour mode MEMS resonators using support tethers based on phononic crystal strips. A nonconventional tether structure based on force distribution principles achieved an anchor quality factor of 175,000, representing a three-fold enhancement compared to conventional tether designs <xref ref-type="bibr" rid="ref-21">[21]</xref>.</p>
<p>Thermoelastic damping remains a fundamental limitation for MEMS resonators. A study of MEMS DETF resonators showed that geometric modifications can achieve a quality factor of 19228 at a resonant frequency of 2.08 MHz <xref ref-type="bibr" rid="ref-22">[22]</xref>. Analysis of thermoelastic damping in linearly tapered microbeam resonators revealed that tapered beams exhibit lower TED values than uniform beams at low frequencies <xref ref-type="bibr" rid="ref-23">[23]</xref>. The effects of relative humidity on quality factors of MEMS cantilever resonators demonstrated that Q decreases as relative humidity increases across wide ranges of gas rarefaction and cantilever dimensions <xref ref-type="bibr" rid="ref-24">[24]</xref>.</p>
<p>In the present paper, first the analytical relationship for the natural frequency of a micromechanical elliptical resonator with two horizontal supporting beams in the in-plane slapping vibration mode is derived. To verify the obtained results, the frequency from the analytical relationship is compared with the frequency obtained from ANSYS software. Then, the analytical relationship for the anchor loss quality factor in the in-plane slapping vibration mode is derived.</p>
</sec>
<sec id="sec-3"><label>2</label><title>Theory and Analytical Modeling</title>
<sec id="sec-4"><label>2.1</label><title>Geometry Description</title>
<p>Micromechanical resonators are usually connected to the anchor by two or four beams to provide symmetry in the system. Symmetry in resonators helps reduce anchor loss and increase the quality factor <xref ref-type="bibr" rid="ref-8">[8]</xref>, <xref ref-type="bibr" rid="ref-9">[9]</xref>. <xref ref-type="fig" rid="fig1">Fig. 1</xref> shows a schematic of the micromechanical elliptical resonator.</p>
<fig id="fig1"><label>Figure 1</label><caption><p>Schematic of the micromechanical elliptical resonator with two horizontal supporting beams.</p></caption><graphic content-type="pdf-region" xlink:href="pdf-region:2:66,284.4,537.1,427.5"/><p content-type="note">This figure is shown in the PDF version of the article.</p></fig>
<p>where a is the minor radius of the resonator, b is the major radius of the resonator, L is the length of the supporting beams, w is the width of the supporting beams, and h is the thickness of the elliptical resonator and the supporting beams. The material considered for the resonator, supporting beams, and substrate is single-crystal silicon, whose properties are given in <xref ref-type="table" rid="tab1">Table 1</xref>.</p>
<table-wrap id="tab1"><label>Table 1</label><caption><p>Physical and mechanical properties of the material.</p></caption><graphic content-type="pdf-region" xlink:href="pdf-region:2:66,124.9,537.1,176.1"/><p content-type="note">This table is shown in the PDF version of the article.</p></table-wrap>
<p>To calculate the anchor loss quality factor in the in-plane slapping vibration mode, Eq. (2) is used <xref ref-type="bibr" rid="ref-7">[7]</xref>:</p>
<p>where U is the total vibrational energy obtained in one vibration cycle, and ΔU is the total dissipated energy per vibration cycle. <xref ref-type="fig" rid="fig2">Fig. 2</xref> shows the in-plane slapping vibration mode and the forces applied to the substrate.</p>
<fig id="fig2"><label>Figure 2</label><caption><p>Shear force and bending moment applied to the substrate in the in-plane slapping vibration mode.</p></caption><graphic content-type="pdf-region" xlink:href="pdf-region:3:66,467.4,537.1,674.3"/><p content-type="note">This figure is shown in the PDF version of the article.</p></fig>
</sec>
<sec id="sec-5"><label>2.2</label><title>Displacement, Shear Force, and Bending Moment</title>
<p>To calculate the vibrational energy of the beams, the displacement equation of these beams must be determined. The displacement equation for beams under bending is given by Eq. (3):</p>
<p>where θ₀ is the angular displacement of the resonator. The shear force and bending moment applied to the substrate are obtained from Eqs (4) and (5):</p>
<p>where Iz is the second moment of area of the supporting beams and is calculated from Eq. (6):</p>
</sec>
<sec id="sec-6"><label>2.3</label><title>Equivalent Stiffness and Effective Moment of Inertia</title>
<p>To calculate the natural frequency, the equivalent stiffness and the effective moment of inertia must be determined. The equivalent stiffness for the in-plane slapping mode is obtained from Eq. (7):</p>
<p>The effective moment of inertia is the combination of the moment of inertia of the resonator and the moment of inertia of the two beams under bending. The moment of inertia of the two beams under bending is obtained from their kinetic (vibrational) energy. Since the beams under bending have mass and this mass is distributed along the beam length, an element with mass dm is used:</p>
<p>Eq. (8) shows the kinetic energy of a beam under bending, and Eq. (9) shows the moment of inertia of the beam under bending. Consequently, the effective moment of inertia can be calculated from Eq. (10) <xref ref-type="bibr" rid="ref-6">[6]</xref>:</p>
</sec>
<sec id="sec-7"><label>2.4</label><title>Natural Frequency and Vibrational Energy</title>
<p>The natural frequency and kinetic energy of the in-plane slapping vibration mode can be calculated from Eqs. (11) and (12):</p>
<p>Kr ωr = = √Jeff</p>
<p>3 (11)</p>
<p>Ehw 2 b b 2 ( + 2 + 2( ) ) L 3 L L √π .</p>
<p>4 ρh(ba3 + ab3) + 2ρwhL(0.0095L2 + 0.1Lb + 0.37b2)</p>
<p>(12)</p>
</sec>
<sec id="sec-8"><label>2.5</label><title>Dissipated Energy Per Vibration Cycle</title>
<p>The dissipated energy per vibration cycle can be calculated from Eq. (13) <xref ref-type="bibr" rid="ref-7">[7]</xref>:</p>
<p>4(1 + ν) 2</p>
<p>ΔU = Fy(Im(ψν). (13)</p>
<p>Eh(1 − ν) For a Poisson&apos;s ratio of 0.28, the value of Im(Ψ_v) has been calculated and is equal to 0.33503 <xref ref-type="bibr" rid="ref-7">[7]</xref>. Energy dissipation due to bending moment is neglected compared to energy dissipation due to shear force, because the magnitude of the shear force is approximately 1000 times greater than the magnitude of the bending moment <xref ref-type="bibr" rid="ref-7">[7]</xref>, <xref ref-type="bibr" rid="ref-11">[11]</xref>.</p>
</sec>
<sec id="sec-9"><label>2.6</label><title>Anchor Loss Quality Factor</title>
<p>By substituting Eqs. (12) and (13) into Eq. (2), the anchor loss quality factor is obtained as Eq. (14):</p>
<p>1 2(1 + ν)(Im(ψν)(L+2b)2w3</p>
<p>Qsupport = 2 b b 2 . (14)</p>
<p>π(1 − ν)L5(3 + 2 L + 2 (L) )</p>
</sec>
</sec>
<sec id="sec-10"><label>3</label><title>Results and Discussion</title>
<sec id="sec-11"><label>3.1</label><title>Model Validation</title>
<p>Based on the values in <xref ref-type="table" rid="tab2">Table 2</xref>, the frequency obtained from Eq. (11) and the frequency obtained from ANSYS software are compared. <xref ref-type="table" rid="tab2">Table 2</xref> shows good agreement between the results, with an error of only 3.5%. This indicates that the equivalent stiffness and effective moment of inertia have been correctly derived. The small discrepancy can be attributed to the assumptions of ideal clamping and perfect symmetry in the analytical model, which are slightly violated in the numerical simulation.</p>
<table-wrap id="tab2"><label>Table 2</label><caption><p>Comparison between ANSYS frequency and analytical frequency.</p></caption><graphic content-type="pdf-region" xlink:href="pdf-region:5:66,501.7,537.1,612.7"/><p content-type="note">This table is shown in the PDF version of the article.</p></table-wrap>
<p><xref ref-type="table" rid="tab3">Table 3</xref> compares the results of this study with previous works on anchor loss in MEMS resonators. The proposed model achieves accuracy comparable to existing models while addressing a novel geometry (elliptical resonator with two horizontal supporting beams) that has not been previously analyzed in the literature.</p>
<table-wrap id="tab3"><label>Table 3</label><caption><p>Comparison with previous studies.</p></caption><graphic content-type="pdf-region" xlink:href="pdf-region:5:65.7,328.9,537.1,423.6"/><p content-type="note">This table is shown in the PDF version of the article.</p></table-wrap>
<p><xref ref-type="fig" rid="fig3">Fig. 3</xref> shows the variation of natural frequency as a function of the major radius of the resonator. In <xref ref-type="fig" rid="fig3">Fig. 3</xref>, the minor radius is 300 μm, the beam length is 600 μm, the beam width is 30 μm, and the beam thickness is 10 μm. The frequency decreases as the major radius increases. This behavior occurs because increasing b increases the effective moment of inertia I_eff without significantly affecting the equivalent stiffness k_eq. Since ω_n ∝ 1/√(I_eff), the frequency decreases monotonically with increasing major radius.</p>
<fig id="fig3"><label>Figure 3</label><caption><p>Frequency variation as a function of the major radius of the resonator.</p></caption><graphic content-type="pdf-region" xlink:href="pdf-region:5:66,102.3,537.1,257.6"/><p content-type="note">This figure is shown in the PDF version of the article.</p></fig>
<fig id="fig4"><label>Figure 4</label><caption><p>The variation of natural frequency as a function of the length of the supporting beams.</p></caption><graphic content-type="pdf-region" xlink:href="pdf-region:6:66,603.6,537.1,780.3"/><p content-type="note">This figure is shown in the PDF version of the article.</p></fig>
<p><xref ref-type="fig" rid="fig4">Fig. 4</xref> shows the variation of natural frequency as a function of the length of the supporting beams. In <xref ref-type="fig" rid="fig4">Fig. 4</xref>, the minor radius is 300 μm, the major radius is 600 μm, the beam width is 30 μm, and the beam thickness is 10 μm. The frequency decreases as the beam length increases. This is because k_eq ∝ 1/L³, while I_eff has a weaker dependence on L (through the beam mass term). Therefore, increasing L reduces k_eq more significantly than it increases I_eff, resulting in a net decrease in natural frequency.</p>
<fig id="fig5"><label>Figure 5</label><caption><p>Frequency variation as a function of the width of the supporting beams.</p></caption><graphic content-type="pdf-region" xlink:href="pdf-region:6:66,318.6,537.1,498"/><p content-type="note">This figure is shown in the PDF version of the article.</p></fig>
<p><xref ref-type="fig" rid="fig5">Fig. 5</xref> shows the variation of natural frequency as a function of the width of the supporting beams. In <xref ref-type="fig" rid="fig5">Fig. 5</xref>, the minor radius is 300 μm, the major radius is 600 μm, the beam length is 600 μm, and the beam thickness is 10 μm. The frequency increases as the beam width increases. This occurs because k_eq ∝ w (through I_z ∝ w), while I_eff is independent of w. Therefore, increasing w directly increases the equivalent stiffness and consequently the natural frequency.</p>
</sec>
<sec id="sec-12"><label>3.3</label><title>Effect of Geometric Parameters on Quality Factor</title>
<p><xref ref-type="fig" rid="fig6">Fig. 6</xref> shows the anchor loss quality factor as a function of the major radius of the resonator. In <xref ref-type="fig" rid="fig6">Fig. 6</xref>, the minor radius is 300 μm, the beam length is 600 μm, the beam width is 30 μm, and the beam thickness is 10 μm. The quality factor decreases as the major radius increases. This is because increasing b increases the vibrational energy U (through I_eff) but increases the dissipated energy ΔU (through V²) at a higher rate. The net effect is a reduction in Q <xref ref-type="fig" rid="fig7">Fig. 7</xref> shows the anchor loss quality factor as a function of the length of the supporting beams. In <xref ref-type="fig" rid="fig7">Fig. 7</xref>, the minor radius is 300 μm, the major radius is 600 μm, the beam width is 30 μm, and the beam thickness is 10 μm. The quality factor increases as the beam length increases. Increasing L reduces the shear force V (since V ∝ 1/L²) and reduces the natural frequency ω_n (since ω_n ∝ 1/L^(3/2)). The reduction in V has a quadratic effect on ΔU (since ΔU ∝ V²), while the reduction in ω_n has a cubic effect on U (since U ∝ ω_n²). The combined effect is an increase in Q.</p>
<fig id="fig6"><label>Figure 6</label><caption><p>Quality factor variation as a function of the major radius of the resonator.</p></caption><graphic content-type="pdf-region" xlink:href="pdf-region:7:66,602.3,537.1,779.1"/><p content-type="note">This figure is shown in the PDF version of the article.</p></fig>
<fig id="fig7"><label>Figure 7</label><caption><p>Quality factor variation as a function of the length of the supporting beams.</p></caption><graphic content-type="pdf-region" xlink:href="pdf-region:7:66,329.4,537.1,481.4"/><p content-type="note">This figure is shown in the PDF version of the article.</p></fig>
<p><xref ref-type="fig" rid="fig8">Fig. 8</xref> shows the anchor loss quality factor as a function of the width of the supporting beams. In <xref ref-type="fig" rid="fig8">Fig. 8</xref>, the minor radius is 300 μm, the major radius is 600 μm, the beam length is 600 μm, and the beam thickness is 10 μm. The quality factor decreases rapidly as the beam width increases. This is because increasing w increases the shear force V (since V ∝ w) and increases the natural frequency ω_n (since ω_n ∝ √w). The increase in V has a quadratic effect on ΔU, while the increase in ω_n increases U. However, the dissipated energy increases much faster than the vibrational energy, leading to a sharp decrease in Q.</p>
<fig id="fig8"><label>Figure 8</label><caption><p>Quality factor variation as a function of the width of the supporting beams.</p></caption><graphic content-type="pdf-region" xlink:href="pdf-region:8:66,604.8,537.1,780.3"/><p content-type="note">This figure is shown in the PDF version of the article.</p></fig>
</sec>
</sec>
<sec id="sec-13"><label>4</label><title>Conclusion</title>
<p>The present study derived and validated closed-form analytical relationships for the natural frequency and anchor loss quality factor of a micromechanical elliptical resonator featuring two horizontal supporting beams and operating in the in-plane slapping vibration mode. The analytical natural frequency of 32.528 kHz demonstrated strong agreement with ANSYS simulation results (31.39 kHz), yielding a relative error of 3.5%. This close correlation substantiates the correctness of the derived equivalent stiffness and effective moment of inertia formulations.</p>
<p>Parametric investigations revealed the following key findings:</p>
<p>I. The natural frequency decreases monotonically with increasing major radius of the elliptical body and increasing length of the supporting beams, whereas it increases with increasing beam width.</p>
<p>II. The anchor loss quality factor improves significantly with longer supporting beams, attributable to the quadratic reduction in shear force transmitted to the substrate.</p>
<p>III. Conversely, increasing either the beam width or the major radius severely degrades the anchor loss quality factor, as the dissipated energy scales more rapidly with these parameters than does the stored vibrational energy.</p>
<p>The observed trends are qualitatively consistent with previously reported anchor loss behavior in conventional beam and disk resonator configurations <xref ref-type="bibr" rid="ref-10">[10]</xref>, <xref ref-type="bibr" rid="ref-11">[11]</xref>. The justification for neglecting bending moment dissipation, namely the approximately three-orders-of-magnitude dominance of shear force, was confirmed. However, the present model is subject to certain limitations, including the exclusive consideration of anchor loss without simultaneous integration of thermoelastic and air damping mechanisms, as well as the assumption of ideal clamping and perfect symmetry.</p>
<p>Based on the findings, it is recommended that high-performance elliptical MEMS resonators be designed with elongated, narrow cross-section supporting beams and the minimum feasible major radius to maximize the anchor-loss-limited quality factor. Future research should extend the present analytical framework to incorporate coupled dissipation mechanisms, including thermoelastic damping and fluid-mediated air damping, and should systematically investigate the effects of asymmetric support geometries and non-horizontal beam angles on anchor loss behavior.</p>
</sec>
<sec id="sec-14"><title>Author Contributions</title>
<p>All authors contributed to the study conception, design, data analysis, and manuscript preparation. All authors read and approved the final manuscript.</p>
</sec>
<sec id="sec-15"><title>Conflict of Interest</title>
<p>The authors declare no conflict of interest.</p>
</sec>
<sec id="sec-16"><title>Funding</title>
<p>This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.</p>
</sec>
<sec id="sec-17"><title>Data Availability Statement</title>
<p>The datasets generated and/or analyzed during the current study are available from the corresponding author upon reasonable request.</p>
</sec>
</body>
<back><ref-list><title>References</title>
<ref id="ref-1"><label>1</label><mixed-citation>Eom, K., Park, H. S., Yoon, D. S., &amp; Kwon, T. (2011). Nanomechanical resonators and their applications in biological/chemical detection: Nanomechanics principles. Physics reports, 503(4), 115–163. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.physrep.2011.03.002">https://doi.org/10.1016/j.physrep.2011.03.002</ext-link></mixed-citation></ref>
<ref id="ref-2"><label>2</label><mixed-citation>Imboden, M., &amp; Mohanty, P. (2014). Dissipation in nanoelectromechanical systems. Physics reports, 534(3), 89–146. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.physrep.2013.09.003">https://doi.org/10.1016/j.physrep.2013.09.003</ext-link></mixed-citation></ref>
<ref id="ref-3"><label>3</label><mixed-citation>Gibson, B. A. (2016). Studying energy loss mechanisms in mems based contour-mode resonators using laser doppler vibrometery [Thesis]. <ext-link ext-link-type="uri" xlink:href="https://escholarship.org/uc/item/2zz1w11r">https://escholarship.org/uc/item/2zz1w11r</ext-link></mixed-citation></ref>
<ref id="ref-4"><label>4</label><mixed-citation>Liu, W., Lu, Y., Chen, Z., Jia, Q., Zhao, J., Niu, B., … &amp; Yang, F. (2023). A GHz Silicon-based width extensional mode MEMS resonator with Q over 10,000. Sensors, 23(8), 3808. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/s23083808">https://doi.org/10.3390/s23083808</ext-link></mixed-citation></ref>
<ref id="ref-5"><label>5</label><mixed-citation>Chen, S. Y., Liu, J. Z., &amp; Guo, F. L. (2017). Evaluation of support loss in micro-beam resonators: A revisit. Journal of sound and vibration, 411, 148–164. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jsv.2017.08.048">https://doi.org/10.1016/j.jsv.2017.08.048</ext-link></mixed-citation></ref>
<ref id="ref-6"><label>6</label><mixed-citation>Judge, J. A., Photiadis, D. M., Vignola, J. F., Houston, B. H., &amp; Jarzynski, J. (2007). Attachment loss of micromechanical and nanomechanical resonators in the limits of thick and thin support structures. Journal of applied physics, 101(1), 13521. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1063/1.2401271">https://doi.org/10.1063/1.2401271</ext-link></mixed-citation></ref>
<ref id="ref-7"><label>7</label><mixed-citation>Yasumura, K. Y., Stowe, T. D., Chow, E. M., Pfafman, T., Kenny, T. W., Stipe, B. C., &amp; Rugar, D. (2000). Quality factors in micron- and submicron-thick cantilevers. Journal of microelectromechanical systems, 9(1), 117–125. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1109/84.825786">https://doi.org/10.1109/84.825786</ext-link></mixed-citation></ref>
<ref id="ref-8"><label>8</label><mixed-citation>Yi, Y. B. (2008). Geometric effects on thermoelastic damping in MEMS resonators. Journal of sound and vibration, 309(3), 588–599. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jsv.2007.07.055">https://doi.org/10.1016/j.jsv.2007.07.055</ext-link></mixed-citation></ref>
<ref id="ref-9"><label>9</label><mixed-citation>Zhang, H., Kim, T., Choi, G., &amp; Cho, H. H. (2016). Thermoelastic damping in micro- and nanomechanical beam resonators considering size effects. International journal of heat and mass transfer, 103, 783–790. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.ijheatmasstransfer.2016.07.044">https://doi.org/10.1016/j.ijheatmasstransfer.2016.07.044</ext-link></mixed-citation></ref>
<ref id="ref-10"><label>10</label><mixed-citation>Hao, Z., Erbil, A., &amp; Ayazi, F. (2003). An analytical model for support loss in micromachined beam resonators with in-plane flexural vibrations. Sensors and actuators a: Physical, 109(1), 156–164. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.sna.2003.09.037">https://doi.org/10.1016/j.sna.2003.09.037</ext-link></mixed-citation></ref>
<ref id="ref-11"><label>11</label><mixed-citation>Hao, Z., &amp; Ayazi, F. (2007). Support loss in the radial bulk-mode vibrations of center-supported micromechanical disk resonators. Sensors and actuators a: Physical, 134(2), 582–593. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.sna.2006.05.020">https://doi.org/10.1016/j.sna.2006.05.020</ext-link></mixed-citation></ref>
<ref id="ref-12"><label>12</label><mixed-citation>Frangi, A., Cremonesi, M., Jaakkola, A., &amp; Pensala, T. (2013). Analysis of anchor and interface losses in piezoelectric MEMS resonators. Sensors and actuators a: Physical, 190, 127–135. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.sna.2012.10.022">https://doi.org/10.1016/j.sna.2012.10.022</ext-link></mixed-citation></ref>
<ref id="ref-13"><label>13</label><mixed-citation>Chouvion, B. (2010). Vibration transmission and support loss in mems sensors [Thesis]. <ext-link ext-link-type="uri" xlink:href="https://theses.hal.science/tel-00938163/file/Thesis_BenChouvion.pdf">https://theses.hal.science/tel-00938163/file/Thesis_BenChouvion.pdf</ext-link></mixed-citation></ref>
<ref id="ref-14"><label>14</label><mixed-citation>Ma, C., Wei, A., Shi, K., Zhao, Y., Yang, W., Chen, S., &amp; Guo, F. (2023). The role of axial pre-tension in reducing energy dissipation of micro/nano-mechanical resonators. European journal of mechanics - a/solids, 99, 104948. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.euromechsol.2023.104948">https://doi.org/10.1016/j.euromechsol.2023.104948</ext-link></mixed-citation></ref>
<ref id="ref-15"><label>15</label><mixed-citation>Vukasin, G. D., Sanchez, V. K., Glaze, J., Bousse, N. E., Bissel, N., Shin, D. D., … &amp; Kenny, T. W. (2020). Anchor design affects dominant energy loss mechanism in a Lamé mode MEM resonator. Journal of microelectromechanical systems, 29(5), 860–866. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1109/JMEMS.2020.3012925">https://doi.org/10.1109/JMEMS.2020.3012925</ext-link></mixed-citation></ref>
<ref id="ref-16"><label>16</label><mixed-citation>Siddiqi, M. W. U., Fedeli, P., Tu, C., Frangi, A., &amp; Lee, J. E. Y. (2019). Numerical analysis of anchor loss and thermoelastic damping in piezoelectric AlN-on-Si Lamb wave resonators. Journal of micromechanics and microengineering, 29(10), 105013. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1088/1361-6439/ab392c">https://doi.org/10.1088/1361-6439/ab392c</ext-link></mixed-citation></ref>
<ref id="ref-17"><label>17</label><mixed-citation>Bijay, J., Narayanan, K. N. B., Sarkar, A., DasGupta, A., &amp; Nair, D. R. (2022). Optimization of anchor placement in TPoS MEMS resonators: Modeling and experimental validation. Journal of microelectromechanical systems, 31(4), 571–579. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1109/JMEMS.2022.3183998">https://doi.org/10.1109/JMEMS.2022.3183998</ext-link></mixed-citation></ref>
<ref id="ref-18"><label>18</label><mixed-citation>Li, L., He, W., Tong, Z., Liu, H., &amp; Xie, M. (2022). Q-factor enhancement of coupling bragg and local resonance band gaps in single-phase phononic crystals for TPOS MEMS resonator. Micromachines, 13(8), 1217. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/mi13081217">https://doi.org/10.3390/mi13081217</ext-link></mixed-citation></ref>
<ref id="ref-19"><label>19</label><mixed-citation>Ha, T. D. (2022). A wide band gap phononic crystal strip for quality factor improvement in a length extensional mode MEMS resonator. Archive of applied mechanics, 92(5), 1493–1505. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s00419-022-02125-1">https://doi.org/10.1007/s00419-022-02125-1</ext-link></mixed-citation></ref>
<ref id="ref-20"><label>20</label><mixed-citation>Ha, T. D., &amp; Bao, J. (2016). Reducing anchor loss In thin-film aluminum nitride-on-diamond contour mode MEMS resonators with support tethers based on phononic crystal strip and reflector. Microsystem technologies, 22(4), 791–800. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s00542-015-2678-1">https://doi.org/10.1007/s00542-015-2678-1</ext-link></mixed-citation></ref>
<ref id="ref-21"><label>21</label><mixed-citation>Awad, M., Workie, T. B., Bao, J., &amp; Hashimoto, K. (2023). Nonconventional tether structure for quality factor enhancement of thin-film-piezoelectric-on-Si MEMS resonator. Micromachines, 14(10), 1965. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/mi14101965">https://doi.org/10.3390/mi14101965</ext-link></mixed-citation></ref>
<ref id="ref-22"><label>22</label><mixed-citation>Sharma, A., Kaur, H. J., &amp; Kumar, V. (2023). Study of mems detf resonator for performance evaluation based on the impact of ted. 2023 2nd edition of IEEE delhi section flagship conference (DELCON) (pp. 1–4). IEEE. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1109/DELCON57910.2023.10127470">https://doi.org/10.1109/DELCON57910.2023.10127470</ext-link></mixed-citation></ref>
<ref id="ref-23"><label>23</label><mixed-citation>Li, P., &amp; Zhou, H. (2018). Analysis of thermoelastic damping in linearly tapered microbeam resonators with rectangular cross-section. 2018 4th international conference on control, automation and robotics (iccar) (pp. 207–211). IEEE. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1109/ICCAR.2018.8384671">https://doi.org/10.1109/ICCAR.2018.8384671</ext-link></mixed-citation></ref>
<ref id="ref-24"><label>24</label><mixed-citation>Nguyen, C. C., Ngo, V. K. T., Le, H. Q., &amp; Li, W. L. (2019). Influences of relative humidity on the quality factors of MEMS cantilever resonators in gas rarefaction. Microsystem technologies, 25(7), 2767–2782. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s00542-018-4239-x">https://doi.org/10.1007/s00542-018-4239-x</ext-link></mixed-citation></ref>
</ref-list></back>
</article>