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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Bioeng. Biotechnol.</journal-id>
<journal-title>Frontiers in Bioengineering and Biotechnology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Bioeng. Biotechnol.</abbrev-journal-title>
<issn pub-type="epub">2296-4185</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1626017</article-id>
<article-id pub-id-type="doi">10.3389/fbioe.2025.1626017</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Bioengineering and Biotechnology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>High-speed electro-optic modulator with group velocity matching on silicon substrate</article-title>
<alt-title alt-title-type="left-running-head">Liu et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fbioe.2025.1626017">10.3389/fbioe.2025.1626017</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Yingbo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3050688/overview"/>
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<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
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<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Li</surname>
<given-names>Haiou</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Yue</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Haisheng</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hao</surname>
<given-names>Yuxiang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3046132/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Qin</surname>
<given-names>Liangpeng</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Jiayu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>Guangxi Key Laboratory of Precision Navigation Technology and Application</institution>, <institution>Guilin University of Electronic Technology</institution>, <addr-line>Guilin</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>The 34th Research Institute of China Electronics Technology Group Corporation</institution>, <addr-line>Guilin</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2836233/overview">Zhi Chen</ext-link>, Korea University, Republic of Korea</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/946391/overview">Yingwei Wang</ext-link>, Central South University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3073836/overview">Wang Yunzheng</ext-link>, Shandong University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Haiou Li, <email>lihaiou@guet.edu.cn</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>30</day>
<month>06</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>13</volume>
<elocation-id>1626017</elocation-id>
<history>
<date date-type="received">
<day>09</day>
<month>05</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>16</day>
<month>06</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Liu, Li, Li, Li, Hao, Qin and Yang.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Liu, Li, Li, Li, Hao, Qin and Yang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Electro-optic modulators with low driving voltage and wide bandwidth are critical for advanced analog and digital communication systems. To achieve high-speed thin-film lithium niobate (TFLN) electro-optic modulators on silicon substrates, this work proposes a hybrid-loaded T type-U type traveling-wave electrode structure (TU-TWEs). The core of TU-TWEs in the introduction of an inductance compensation mechanism, which can effectively reduce the microwave refractive index and weaken the &#x201c;slow light&#x201d; effect, thereby matching the group velocity of light with the microwave velocity. We demonstrate a high-speed TFLN electro-optic modulator on a silicon substrate, with an electro-optic bandwidth greater than 110&#xa0;GHz and a half-wave voltage of 1.35&#xa0;V.</p>
</abstract>
<kwd-group>
<kwd>electro-optic modulators</kwd>
<kwd>TFLN</kwd>
<kwd>communication systems</kwd>
<kwd>group velocity</kwd>
<kwd>silicon substrate</kwd>
</kwd-group>
<contract-num rid="cn001">62174041</contract-num>
<contract-num rid="cn002">&#x6842;&#x67ef; AD24010060</contract-num>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Specific Research Project of Guangxi for Research Bases and Talents<named-content content-type="fundref-id">10.13039/501100018571</named-content>
</contract-sponsor>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Nanobiotechnology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>The exponential growth of information technology has intensified the need for high-speed data transmission. Electro-optic modulators, being pivotal components for electrical-to-optical signal conversion in optical communications, and its performance enhancement is crucial for the realisation of high-speed and high-capacity optical communication systems (<xref ref-type="bibr" rid="B22">Winzer et al., 2018</xref>; <xref ref-type="bibr" rid="B16">Qi and Li, 2020</xref>) Nevertheless, traditional bulk lithium niobate modulators face limitations in size and integration level, failing to meet the dual demands of miniaturization and high performance in contemporary optical interconnection systems. TFLN renowned for its superior electro-optic effects, has emerged as a highly promising material for electro-optic modulator applications in recent years. The development of TFLN electro-optic modulators primarily focused on process exploration before 2018, where the maturity of etching and bonding techniques critically deter-mined device performance and stability (<xref ref-type="bibr" rid="B17">Rao et al., 2016</xref>; <xref ref-type="bibr" rid="B6">Hsu et al., 2017</xref>).</p>
<p>Marko Lon&#x10d;ar&#x2019;s team pioneered a CMOS-compatible TFLN electro-optic modulator in 2018 (<xref ref-type="bibr" rid="B19">Wang et al., 2018</xref>), achieving integrated devices with low half-wave voltage (V&#x3c0;) and high modulation efficiency through optimized etching and bonding processes. This mile-stone signified the evolution of TFLN modulators from process exploration to application development, laying the groundwork for future advancements. Nevertheless, conventional coplanar waveguide (CPW) electrode designs encounter critical limitations: high microwave losses, limited electro-optic bandwidth, and the mismatch be-tween microwave and optical group velocities is particularly prominent (<xref ref-type="bibr" rid="B13">Liu Y. et al., 2021</xref>). In response to this challenge, Mian Zhang et al. introduced a periodically loaded T-shaped micro-structured electrode design in 2021 (<xref ref-type="bibr" rid="B8">Kharel et al., 2021</xref>). mitigating microwave losses via in-creased electrode spacing while enhancing velocity matching through capacitive compensation strategies. Although this design achieved optimal microwave-optical velocity matching on quartz substrates, its primary constraint stems from substrate material limitations. The slow-light effect inherent to T-shaped electrodes substantially increases microwave refractive indices, rendering velocity matching unattainable on silicon substrates. Despite the advantages of low microwave loss with quartz substrates, challenges including prohibitive cost, mechanical fragility, and incompatibility with standard processes hinder their adoption for large-scale integration. Consequently, realizing effective microwave refractive index and optical group index matching on silicon substrates emerges as a pivotal challenge in developing low-cost, high-reliability TFLN modulators.</p>
<p>Present research into silicon-based group velocity matching concentrate on three principal approaches: 1. Silicon substrate etching: Reducing the equivalent microwave refractive index of silicon substrates through undercut etching (<xref ref-type="bibr" rid="B1">Chen et al., 2022</xref>) or backside etching (<xref ref-type="bibr" rid="B20">Wang M. et al., 2024</xref>). However, these methods rely on complex micro-nanofabrication processes with low process tolerance, inducing mechanical stress and waveguide distortions that degrade device yield.2. Optical delay tuning: Adjusting the effective refractive index of optical waves through waveguide design or phase compensation structures, such as the path delay design employed in cross-waveguide phase modulators (<xref ref-type="bibr" rid="B3">Du et al., 2024</xref>). While this approach avoids substrate etching, it requires precise control of optical path differences, features high design complexity, and tends to introduce addition-al insertion losses, making it unsuitable for mass production.3. Cascaded fast-slow wave electrodes (<xref ref-type="bibr" rid="B21">Wang S. Y. et al., 2024</xref>): This approach achieves equivalent group velocity matching through proportional adjustments, leveraging the alternating configuration of fast and slow wave traveling electrodes. This method has the potential for flexible design and process compatibility, but the issues of impedance matching and microwave reflection suppression need to be solved.</p>
<p>In summary, although implementing high-speed modulation on silicon substrates offers significant advantages, this process inevitably faces challenges including insufficient mechanical reliability, elevated optical losses, and etching difficulties. In response to these challenges, we propose a TFLN electro-optic modulator featuring a TU-TWEs. The design&#x2019;s cornerstone is an inductive compensation mechanism that suppresses microwave refractive indices, alleviates &#x201c;slow light&#x201d; effects, and successfully enables optical group velocity-microwave velocity matching on silicon substrates, consequently enabling high electro-optic bandwidth. Through simulation verification, when the modulator length is <inline-formula id="inf1">
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<mml:mi>c</mml:mi>
<mml:mi>m</mml:mi>
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</inline-formula>, the half-wave voltage of this structure is only <inline-formula id="inf2">
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<mml:mtext>&#x2009;</mml:mtext>
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</inline-formula>.</p>
</sec>
<sec id="s2">
<title>2 Principle of electro-optical modulators</title>
<p>The thin-film lithium niobate (TFLN) electro - optic modulator with a TU-TWEs proposed in this paper is composed of an optical part and an electrical part. The optical subsystem employs a Mach-Zehnder interferometer (MZI) configuration incorporating two multimode interference (MMI) splitters and parallel-aligned TFLN ridge waveguides. Input light is equally split into two coherent beams through the input MMI splitter, propagating through symmetrically arranged lithium niobate waveguides. TFLN&#x2019;s pronounced electro-optic effect exhibits linear dependence of effective refractive index on external electric fields, enabling dynamic phase modulation of optical waves. Specifically, equal-magnitude counter-directional electric fields generated across vertical electrode gaps create <inline-formula id="inf5">
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<mml:mn mathvariant="bold">2</mml:mn>
</mml:msup>
<mml:mi mathvariant="bold-italic">d</mml:mi>
<mml:mi mathvariant="bold-italic">x</mml:mi>
<mml:mi mathvariant="bold-italic">d</mml:mi>
<mml:mi mathvariant="bold-italic">z</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
<inline-formula id="inf13">
<mml:math id="m15">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>z</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> represents the electric field along the z-axis of lithium niobate from electrodes, <inline-formula id="inf14">
<mml:math id="m16">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold">e</mml:mi>
<mml:mi>z</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> denotes the TE-mode optical field, <inline-formula id="inf15">
<mml:math id="m17">
<mml:mrow>
<mml:msub>
<mml:mi>S</mml:mi>
<mml:mi mathvariant="italic">LN</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the cross-sectional area of the lithium niobate region, and <inline-formula id="inf16">
<mml:math id="m18">
<mml:mrow>
<mml:mi>S</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> represents the entire modulator cross-section. The optical phase change is formulated through <xref ref-type="disp-formula" rid="e1">Equation 1</xref> as <xref ref-type="disp-formula" rid="e3">Equation 3</xref>:<disp-formula id="e3">
<mml:math id="m19">
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:mi mathvariant="bold-italic">&#x3d5;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msubsup>
<mml:mi mathvariant="bold-italic">n</mml:mi>
<mml:mi mathvariant="bold-italic">e</mml:mi>
<mml:mn mathvariant="bold">4</mml:mn>
</mml:msubsup>
<mml:msub>
<mml:mi mathvariant="bold-italic">r</mml:mi>
<mml:mn mathvariant="bold">33</mml:mn>
</mml:msub>
<mml:mi mathvariant="bold-italic">&#x3c0;</mml:mi>
<mml:mi mathvariant="bold-italic">V</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3bb;</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-italic">n</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">e</mml:mi>
<mml:mi mathvariant="bold-italic">f</mml:mi>
<mml:mi mathvariant="bold-italic">f</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:msub>
<mml:mi mathvariant="bold">&#x393;</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">o</mml:mi>
<mml:mi mathvariant="bold-italic">m</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
</p>
<p>The half-wave voltage (<inline-formula id="inf17">
<mml:math id="m20">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi>&#x3c0;</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) serves as a key parameter, defined as the voltage to induce a &#x3c0;-phase shift in the optical wave. Reduced <inline-formula id="inf18">
<mml:math id="m21">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi>&#x3c0;</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> values correspond to enhanced modulator sensitivity. Typically proportional to device length, the modulation efficiency is quantified by the <inline-formula id="inf19">
<mml:math id="m22">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mrow>
<mml:mi>&#x3c0;</mml:mi>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> product. For push-pull modulators, this product is expressed as <xref ref-type="disp-formula" rid="e4">Equation 4</xref> (<xref ref-type="bibr" rid="B15">Pan et al., 2022</xref>; <xref ref-type="bibr" rid="B5">Hou et al., 2024</xref>; <xref ref-type="bibr" rid="B11">Liu et al., 2024</xref>):<disp-formula id="e4">
<mml:math id="m23">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold">V</mml:mi>
<mml:mi mathvariant="bold-italic">&#x3c0;</mml:mi>
</mml:msub>
<mml:mi mathvariant="bold">L</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn mathvariant="bold">1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn mathvariant="bold">2</mml:mn>
</mml:mrow>
</mml:mfrac>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3bb;</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-italic">n</mml:mi>
<mml:mi mathvariant="bold-italic">eff</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msubsup>
<mml:mi mathvariant="bold-italic">n</mml:mi>
<mml:mi mathvariant="bold-italic">e</mml:mi>
<mml:mn mathvariant="bold">4</mml:mn>
</mml:msubsup>
<mml:msub>
<mml:mi mathvariant="bold-italic">r</mml:mi>
<mml:mn mathvariant="bold">33</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold">&#x393;</mml:mi>
<mml:mtext>om</mml:mtext>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>Where <inline-formula id="inf20">
<mml:math id="m24">
<mml:mrow>
<mml:mi>&#x3bb;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the optical wavelength, <inline-formula id="inf21">
<mml:math id="m25">
<mml:mrow>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the intrinsic refractive index of lithium niobate, <inline-formula id="inf22">
<mml:math id="m26">
<mml:mrow>
<mml:msub>
<mml:mi>r</mml:mi>
<mml:mn>33</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> represents the electro-optic coefficient of LN, and <inline-formula id="inf23">
<mml:math id="m27">
<mml:mrow>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the length of the LN layer.</p>
<p>The three key factors limiting the bandwidth of the modulator are: (1) impedance matching; (2) microwave loss, primarily absorbed by the traveling waveguide and the silicon substrate; and (3) matching the group velocity of light with the microwave signal velocity.<list list-type="simple">
<list-item>
<p>1. Characteristic impedance matching refers to the state where the source impedance, transmission line characteristic impedance, and load impedance achieve equality. Impedance mismatch causes signal reflections at discontinuities along transmission lines, sending partial signals back to the source. Such reflections lead to signal attenuation and introduce interference, degrading overall signal quality.</p>
</list-item>
<list-item>
<p>2. Conductor loss is one of the primary losses in microwave transmission, mainly caused by the finite conductivity of metals. When current flows through metals, resistive losses occur due to inherent resistance. The height of metallic electrodes influences current flow paths and distribution patterns. High-frequency operation accentuates skin effect phenomena, confining current within the conductor&#x2019;s surface layer. When electrode thickness falls below the skin depth threshold, current confinement to di-minished cross-sections increased resistive losses. Electrode height also affects electric field distribution within transmission lines. Improper electrode height may cause electric field leakage or radiation into unintended regions, generating additional radiative losses.</p>
</list-item>
<list-item>
<p>3. In traveling-wave electro-optic modulators, light propagates through lithium niobate waveguides while microwave signals travel along microwave guides. Mismatched group and phase velocities prevent uniform voltage modulation along the waveguide. At high modulation frequencies, this velocity mis-match introduces phase errors that degrade modulation performance.</p>
</list-item>
</list>
</p>
<p>Capacitively loaded traveling-wave electrodes (CL-TWEs) have been demonstrated to enhance electro-optic modulation bandwidth in TFLN electro-optic modulators (<xref ref-type="bibr" rid="B14">Nelan et al., 2022</xref>). The bandwidth improvement mechanism of CL-TWEs originates from two synergistic effects: 1) The T-type electrode enlarges inter-electrode spacing, mitigating current crowding effects and lowering microwave propagation losses. This design strategy is crucial for reducing the energy dissipation during the transmission process and helps to improve the overall performance and bandwidth of the modulator. 2) When implemented on quartz substrates, CL-TWEs simultaneously satisfy microwave-optical velocity synchronization and <inline-formula id="inf24">
<mml:math id="m28">
<mml:mrow>
<mml:mn>50</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">&#x3a9;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> impedance matching. This dual matching condition minimizes signal reflections and phase distortions, significantly extending the 3-<inline-formula id="inf25">
<mml:math id="m29">
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>B</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> bandwidth ceiling.</p>
</sec>
<sec id="s3">
<title>3 Design and simulation</title>
<p>
<xref ref-type="fig" rid="F1">Figure 1a</xref> illustrates the cross-sectional structure of the modulator, comprising a 500 <inline-formula id="inf26">
<mml:math id="m30">
<mml:mrow>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> silicon substrate with 4.7 <inline-formula id="inf27">
<mml:math id="m31">
<mml:mrow>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> thermally grown silicon dioxide layer, a 400 <inline-formula id="inf28">
<mml:math id="m32">
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> thick layer of TFLN is bonded onto the silicon dioxide. The silicon dioxide layer on TFLN primarily functions as a protective cladding, serving the dual role of mitigating optical propagation loss and enhancing modulation efficiency. The TFLN is etched into ridge waveguide structures that provide stronger optical mode confinement and lower effective refractive indices. An optimized ridge waveguide width of <inline-formula id="inf29">
<mml:math id="m33">
<mml:mrow>
<mml:mn>1.2</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is implemented to balance optical confinement and propagation loss. Complete etching of the TFLN ridge waveguide is performed, retaining only the optical waveguide transmission region. These processes significantly enhance the electro-optic modulation efficiency. A metallic electrode layer is deposited above the TFLN, with the traveling-wave electrode structure depicted in <xref ref-type="fig" rid="F1">Figure 1b</xref>. The metal electrode consists of three parts: the main electrode, the U type load structure, and the T type load structure. We subsequently derive the transmission line equivalent model of the TU-TWEs to analyze its impact on enhancing electro-optic modulation bandwidth performance. This design strategy achieves additional bandwidth expansion by simultaneously optimizing microwave propagation characteristics and impedance matching.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Schematic diagrams of the periodically hybrid-loaded T type-U type traveling-wave electrode structure TFLN electro-optic modulator: <bold>(a)</bold> Cross-section of the modulator, <inline-formula id="inf30">
<mml:math id="m34">
<mml:mrow>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1.8</mml:mn>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf301">
<mml:math id="m301">
<mml:mrow>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.9</mml:mn>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
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</mml:math>
</inline-formula>, <inline-formula id="inf302">
<mml:math id="m302">
<mml:mrow>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.9</mml:mn>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf303">
<mml:math id="m303">
<mml:mrow>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mn>4</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>5.5</mml:mn>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf305">
<mml:math id="m305">
<mml:mrow>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mn>5</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>4.7</mml:mn>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf306">
<mml:math id="m306">
<mml:mrow>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mn>6</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>500</mml:mn>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf307">
<mml:math id="m307">
<mml:mrow>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mn>7</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.4</mml:mn>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf308">
<mml:math id="m308">
<mml:mrow>
<mml:msub>
<mml:mi>w</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1.2</mml:mn>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf309">
<mml:math id="m309">
<mml:mrow>
<mml:msub>
<mml:mi>w</mml:mi>
<mml:mi>U</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>4</mml:mn>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> <bold>(b)</bold> Top view of the modulator, <inline-formula id="inf31">
<mml:math id="m35">
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mi>S</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf310">
<mml:math id="m310">
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mi>h</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>6</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf311">
<mml:math id="m311">
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>45</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf312">
<mml:math id="m312">
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mi>l</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>50</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf313">
<mml:math id="m313">
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf314">
<mml:math id="m314">
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>g</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>25</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf315">
<mml:math id="m315">
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mrow>
<mml:mi>g</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>d</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>200</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf316">
<mml:math id="m316">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>3</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf317">
<mml:math id="m317">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>11</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf318">
<mml:math id="m318">
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mrow>
<mml:mi>r</mml:mi>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>45</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
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</mml:math>
</inline-formula>.</p>
</caption>
<graphic xlink:href="fbioe-13-1626017-g001.tif">
<alt-text content-type="machine-generated">Diagram with two panels. Panel (a) shows a cross-sectional view of a layered structure with materials labeled: Au (gold), LN (lithium niobate), SiO2 (silicon dioxide), and Si (silicon). Various heights (\( h_1, h_2, ..., h_7 \)) and widths (\( w_U, w_1 \)) are marked. Panel (b) displays a top view of microstrip lines with labeled gaps (Gap1, Gap2) and widths (\( w_h, w_s, w_{sig}, w_{gnd} \)).</alt-text>
</graphic>
</fig>
<sec id="s3-1">
<title>3.1 Analysis of transmission line equivalent circuit model</title>
<p>The transmission line equivalent model of hybrid-loaded T type-U type travel-ing-wave electrode structure (TU-TWEs) is shown in <xref ref-type="fig" rid="F2">Figure 2</xref>.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Equivalent circuit of hybrid-loaded T type-U type traveling-wave electrode structure (TU-TWEs).</p>
</caption>
<graphic xlink:href="fbioe-13-1626017-g002.tif">
<alt-text content-type="machine-generated">Schematic diagram of an electronic circuit featuring a coplanar waveguide (CPW) with labeled components: resistors (R, G), inductors (L, LU), and capacitors (C, CT, CU). The diagram highlights &#x22;U structure&#x22; and &#x22;T structure&#x22; using arrows.</alt-text>
</graphic>
</fig>
<p>Based on microwave theory, the characteristic impedance and propagation constant formulations derived from the equivalent transmission line model are given by <xref ref-type="disp-formula" rid="e5">Equations 5</xref>, <xref ref-type="disp-formula" rid="e6">6</xref> (<xref ref-type="bibr" rid="B4">Fang et al., 2023</xref>; <xref ref-type="bibr" rid="B2">Cheng et al., 2024</xref>):<disp-formula id="e5">
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<label>(5)</label>
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<label>(6)</label>
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</inline-formula> the equivalent inductance of the transmission line. When analyzing frequency responses beyond <inline-formula id="inf36">
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</inline-formula>) becomes valid. The expressions then reduce to <xref ref-type="disp-formula" rid="e7">Equations 7</xref>, <xref ref-type="disp-formula" rid="e8">8</xref>:<disp-formula id="e7">
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<label>(7)</label>
</disp-formula>
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<label>(8)</label>
</disp-formula>
</p>
<p>The microwave refractive index is formulated through the propagation constant <xref ref-type="disp-formula" rid="e9">Equation 9</xref>:<disp-formula id="e9">
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<label>(9)</label>
</disp-formula>
</p>
<p>The equivalent inductance and capacitance extracted from <xref ref-type="fig" rid="F2">Figure 2</xref> model are expressed as <xref ref-type="disp-formula" rid="e10">Equations 10</xref>, <xref ref-type="disp-formula" rid="e11">11</xref>:<disp-formula id="e10">
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<label>(10)</label>
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<p>The equivalent inductance equals the parallel combination of parasitic inductances from main and U-type electrodes, while the equivalent capacitance results from parallel parasitic capacitances of main, T-type, and U-type electrodes.</p>
<p>The U-type structure contributes only parasitic inductance without introducing parasitic capacitance. The velocity synchronization mechanism is achieved through: Compared to conventional CL-TWEs, the integrated U-type structure introduces parallel inductive loading that suppresses equivalent inductance, counterbalancing the microwave refractive index elevation induced by T-type capacitive loading. Although this design increases characteristic impedance as <xref ref-type="disp-formula" rid="e5">Equation 5</xref>, the impedance variation can be mitigated through optimized thickening of the underlying SiO<sub>2</sub> layer (<xref ref-type="bibr" rid="B9">Li et al., 2024</xref>).</p>
</sec>
<sec id="s3-2">
<title>3.2 High frequency analysis of modulator</title>
<p>According to the above analysis, microwave loss is one of the critical factors limiting electro-optic bandwidth. The influence of modulator electrode height on device performance is analyzed via finite element method (FEM) simulations, calculating microwave losses at <inline-formula id="inf39">
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</inline-formula>. Results shown in <xref ref-type="fig" rid="F3">Figure 3</xref> demonstrate that when electrode height is too small, the skin effect becomes particularly pronounced, confining current propagation predominantly to the conductor&#x2019;s surface layer. Such concentrated distribution of current will increase the resistance and further significantly increase the loss during the microwave transmission process. When the electrode height is too large, it may have an adverse impact on the distribution of the electric field in the transmission line. Specifically, oversized electrodes may distort normal field distribution patterns, causing partial field energy leakage or radiative emissions. This unintended energy dissipation is termed radiation loss. Minimum microwave loss of <inline-formula id="inf40">
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</inline-formula> is achieved with <inline-formula id="inf42">
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</inline-formula> electrode height. Consequently, <inline-formula id="inf43">
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</inline-formula> is selected as the optimal configuration for microwave loss minimization.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>The trend of RFs Loss with the electrode height.</p>
</caption>
<graphic xlink:href="fbioe-13-1626017-g003.tif">
<alt-text content-type="machine-generated">Line graph showing RF loss in decibels per centimeter versus electrode height in micrometers. RF loss decreases from 8.0 to about 5.6 as electrode height increases from 0.4 to 0.9 micrometers, then gradually rises to around 6.1 as height increases to 1.5 micrometers.</alt-text>
</graphic>
</fig>
<p>Through systematic analysis of U-type structure&#x2019;s influence demonstrates that parametric tuning of <inline-formula id="inf44">
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</inline-formula> enables optimized inductance-capacitance distribution in the U-type configuration. As shown in <xref ref-type="fig" rid="F4">Figure 4</xref> simulations at <inline-formula id="inf46">
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</inline-formula>, <inline-formula id="inf47">
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</inline-formula> parameter adjustments exhibit limited capacitance variation but substantial inductance modulation. Specifically, increasing <inline-formula id="inf48">
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</inline-formula>, while equivalent inductance decreases from <inline-formula id="inf50">
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</inline-formula> to <inline-formula id="inf51">
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<mml:mrow>
<mml:mn>0.4</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>n</mml:mi>
<mml:mi>H</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> (<inline-formula id="inf52">
<mml:math id="m63">
<mml:mrow>
<mml:mn>20</mml:mn>
<mml:mo>%</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> reduction). Similarly, increasing <inline-formula id="inf53">
<mml:math id="m64">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> maintains equivalent capacitance near <inline-formula id="inf54">
<mml:math id="m65">
<mml:mrow>
<mml:mn>0.065</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>f</mml:mi>
<mml:mi>F</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> with minimal variation, while reducing equivalent inductance from <inline-formula id="inf55">
<mml:math id="m66">
<mml:mrow>
<mml:mn>0.375</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>n</mml:mi>
<mml:mi>H</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> to <inline-formula id="inf56">
<mml:math id="m67">
<mml:mrow>
<mml:mn>0.3</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>n</mml:mi>
<mml:mi>H</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> (<inline-formula id="inf57">
<mml:math id="m68">
<mml:mrow>
<mml:mn>25</mml:mn>
<mml:mo>%</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> reduction). Extensive simulations confirm the U-type structure&#x2019;s effective inductance tuning capability with negligible capacitance influence. These findings establish the U-type component as an effective inductive compensation mechanism for microwave-optical velocity matching in modulator electrode design.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Dependence of equivalent circuit parameters with U-type structure: <bold>(a)</bold> Equivalent inductance and capacitance with <inline-formula id="inf58">
<mml:math id="m69">
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mi>u</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>; <bold>(b)</bold> Equivalent inductance and capacitance with <inline-formula id="inf59">
<mml:math id="m70">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
</caption>
<graphic xlink:href="fbioe-13-1626017-g004.tif">
<alt-text content-type="machine-generated">Two line graphs compare effective inductance (\(L_{eff}\)) and capacitance (\(C_{eff}\)) against width. In (a), for \(W_{u}\), \(L_{eff}\) decreases while \(C_{eff}\) shows slight fluctuations. In (b), for \(W_{d}\), \(L_{eff}\) decreases and \(C_{eff}\) slightly decreases. Curved arrows indicate trends.</alt-text>
</graphic>
</fig>
<p>We conducted an in-depth analysis of the U-type structure&#x2019;s effects on microwave refractive indices and radiofrequency attenuation characteristics. Simulation results in <xref ref-type="fig" rid="F5">Figure 5</xref> show that increasing <inline-formula id="inf60">
<mml:math id="m71">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">u</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> from <inline-formula id="inf61">
<mml:math id="m72">
<mml:mrow>
<mml:mn>4</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> to <inline-formula id="inf62">
<mml:math id="m73">
<mml:mrow>
<mml:mn>10</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> reduces RF loss at <inline-formula id="inf63">
<mml:math id="m74">
<mml:mrow>
<mml:mn>75</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>G</mml:mi>
<mml:mi>H</mml:mi>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> from <inline-formula id="inf64">
<mml:math id="m75">
<mml:mrow>
<mml:mn>6.5</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>d</mml:mi>
<mml:mi>B</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi>c</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> to <inline-formula id="inf65">
<mml:math id="m76">
<mml:mrow>
<mml:mn>3.5</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>d</mml:mi>
<mml:mi>B</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi>c</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, while increasing microwave refractive index from <inline-formula id="inf66">
<mml:math id="m77">
<mml:mrow>
<mml:mn>2.17</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> to <inline-formula id="inf67">
<mml:math id="m78">
<mml:mrow>
<mml:mn>2.52</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>. At <inline-formula id="inf68">
<mml:math id="m79">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">u</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>4</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, optimal refractive index matching with optical group velocity (<inline-formula id="inf69">
<mml:math id="m80">
<mml:mrow>
<mml:mn>2.25</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>) is achieved while maintaining low microwave losses. Consequently, <inline-formula id="inf70">
<mml:math id="m81">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">u</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>4</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is identified as the design optimum through comprehensive parametric analysis. Similarly, increasing <inline-formula id="inf71">
<mml:math id="m82">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> from <inline-formula id="inf72">
<mml:math id="m83">
<mml:mrow>
<mml:mn>35</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> to <inline-formula id="inf73">
<mml:math id="m84">
<mml:mrow>
<mml:mn>45</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> slightly elevates RF loss from <inline-formula id="inf74">
<mml:math id="m85">
<mml:mrow>
<mml:mn>3.9</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>d</mml:mi>
<mml:mi>B</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi>c</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> to <inline-formula id="inf75">
<mml:math id="m86">
<mml:mrow>
<mml:mn>4.5</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>d</mml:mi>
<mml:mi>B</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi>c</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> while marginally decreasing microwave refractive index from <inline-formula id="inf76">
<mml:math id="m87">
<mml:mrow>
<mml:mn>2.32</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> to <inline-formula id="inf77">
<mml:math id="m88">
<mml:mrow>
<mml:mn>2.25</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>. <inline-formula id="inf78">
<mml:math id="m89">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>45</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is chosen to achieve optimal refractive index matching with optical group velocity.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>RF performance trends with U-type structure; <bold>(a)</bold> RF Loss and microwave refractive index trends with <inline-formula id="inf79">
<mml:math id="m90">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">u</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. <bold>(b)</bold> RF Loss and microwave refractive index trend with <inline-formula id="inf80">
<mml:math id="m91">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
</caption>
<graphic xlink:href="fbioe-13-1626017-g005.tif">
<alt-text content-type="machine-generated">Two graphs illustrate the relationships between variables. (a) Graph with RF loss in decibels per centimeter on the left y-axis and N\_P values on the right y-axis, plotted against W\_U in micrometers on the x-axis. A black line shows a downward trend in RF loss, while a red line indicates an upward trend in N\_P.(b) Graph with RF loss in decibels per centimeter on the left y-axis and N\_P values on the right y-axis, plotted against W\_r1 in micrometers on the x-axis. A black line shows an upward trend in RF loss, while a red line indicates a downward trend in N\_P. Arrows highlight trends.</alt-text>
</graphic>
</fig>
<p>While the T-type structure exhibits negligible impact on equivalent inductance, it substantially modulates equivalent capacitance values (<xref ref-type="bibr" rid="B12">Liu X. C. et al., 2021</xref>). The following analysis focuses on the effects of parameters <inline-formula id="inf81">
<mml:math id="m92">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">S</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf82">
<mml:math id="m93">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf83">
<mml:math id="m94">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula id="inf84">
<mml:math id="m95">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">R</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> on modulator speed and impedance characteristics.</p>
<p>We conducted systematic parametric analysis of <inline-formula id="inf85">
<mml:math id="m96">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">S</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf86">
<mml:math id="m97">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> dimensions to evaluate their effects on modulator characteristics. <xref ref-type="fig" rid="F6">Figures 6a,b</xref> presents contour mapping results obtained through parametric optimization scanning. Both microwave refractive index and characteristic impedance increase with <inline-formula id="inf87">
<mml:math id="m98">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">S</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf88">
<mml:math id="m99">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> dimensions. The configuration <inline-formula id="inf89">
<mml:math id="m100">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">S</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>6</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>/ <inline-formula id="inf90">
<mml:math id="m101">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> achieves optimal microwave refractive index (<inline-formula id="inf91">
<mml:math id="m102">
<mml:mrow>
<mml:mn>2.27</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>) and characteristic impedance of <inline-formula id="inf92">
<mml:math id="m103">
<mml:mrow>
<mml:mn>48</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">&#x3a9;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>. The geometric parameters <inline-formula id="inf93">
<mml:math id="m104">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">S</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf94">
<mml:math id="m105">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> critically alter the parasitic parameters in the transmission-line equivalent model, consequently modifying microwave propagation properties.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Trend of RF performance with T-type structure parameters <inline-formula id="inf95">
<mml:math id="m106">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">S</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf96">
<mml:math id="m107">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. <bold>(a)</bold> Contour thermogram of microwave refractive index with <inline-formula id="inf97">
<mml:math id="m108">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">S</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf98">
<mml:math id="m109">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. <bold>(b)</bold> Contour thermograms of characteristic impedance as a function of <inline-formula id="inf99">
<mml:math id="m110">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">S</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf100">
<mml:math id="m111">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>.Trend of RF performance with T-type structure parameters <inline-formula id="inf101">
<mml:math id="m112">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf102">
<mml:math id="m113">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <bold>(c)</bold> Contour thermogram of microwave refractive index with <inline-formula id="inf103">
<mml:math id="m114">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf104">
<mml:math id="m115">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. <bold>(d)</bold> Contour thermogram of characteristic impedance variation with <inline-formula id="inf105">
<mml:math id="m116">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf106">
<mml:math id="m117">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
</caption>
<graphic xlink:href="fbioe-13-1626017-g006.tif">
<alt-text content-type="machine-generated">Four contour plots show variations in parameters: (a) and (c) display \(N_p\) with color gradients from blue to red, representing different values. \(W_s\) vs \(W_h\) in (a), \(W_t\) vs \(W_f\) in (c). (b) and (d) show \(Z_0 (\Omega)\), with similar color gradients. \(W_s\) vs \(W_h\) in (b), \(W_t\) vs \(W_f\) in (d). Each plot includes color bars indicating parameter scales.</alt-text>
</graphic>
</fig>
<p>Experimental investigations reveal limited parametric influence on overall device characteristics. <xref ref-type="fig" rid="F6">Figures 6c,d</xref> displays contour mapping results obtained through comprehensive parametric optimization. Increasing <inline-formula id="inf107">
<mml:math id="m118">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> elevates microwave refractive index while reducing characteristic impedance, whereas <inline-formula id="inf108">
<mml:math id="m119">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> increments decrease both mi-crowave refractive index and impedance. The configuration <inline-formula id="inf109">
<mml:math id="m120">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>40</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>/ <inline-formula id="inf110">
<mml:math id="m121">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>3</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is identified as optimal, delivering microwave refractive index <inline-formula id="inf111">
<mml:math id="m122">
<mml:mrow>
<mml:mn>2.24</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> and characteristic impedance of <inline-formula id="inf112">
<mml:math id="m123">
<mml:mrow>
<mml:mn>48.5</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">&#x3a9;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
</sec>
<sec id="s3-3">
<title>3.3 Influence on modulation efficiency</title>
<p>Key determinants of electro-optic conversion efficiency include waveguide effective refractive index and electro-optic field overlap factor. Effective refractive index is governed by geometric parameters of the ridge waveguide, specifically ridge width and, etch depth. For defined waveguide architectures and operating wavelengths, the <inline-formula id="inf113">
<mml:math id="m124">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mrow>
<mml:mi>&#x3c0;</mml:mi>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> product exhibits inverse proportionality to the overlap factor (<inline-formula id="inf114">
<mml:math id="m125">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">&#x393;</mml:mi>
<mml:mrow>
<mml:mi>o</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>), where enhanced field overlap reduces <inline-formula id="inf115">
<mml:math id="m126">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mrow>
<mml:mi>&#x3c0;</mml:mi>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and improved modulation efficiency. The electro-optic overlap factor is primarily determined by parameters such as electrode spacing and electrode position. Research indicates that enlarging the electrode spacing decreases the half-wave voltage-length product (<inline-formula id="inf116">
<mml:math id="m127">
<mml:mrow>
<mml:mi>V</mml:mi>
<mml:mi>&#x3c0;</mml:mi>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>), thereby directly improving electro-optic efficiency. Nevertheless, decreasing the electrode spacing induces a substantial rise in optical absorption loss, requiring careful balancing of modulation efficiency and optical loss in the design process.</p>
<p>Guided by the theoretical framework of the half-wave voltage-length product <xref ref-type="disp-formula" rid="e5">Equation 5</xref>, numerical simulations of the modulator&#x2019;s optical mode field and electro-static field were conducted using finite element analysis software. The optical mode electric field distribution is depicted in <xref ref-type="fig" rid="F7">Figure 7a</xref>, and the electrostatic field distribution is presented in <xref ref-type="fig" rid="F7">Figure 7b</xref>.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>
<bold>(a)</bold> TE mode optical field of the modulator. <bold>(b)</bold> Electrostatic field of the electrode.</p>
</caption>
<graphic xlink:href="fbioe-13-1626017-g007.tif">
<alt-text content-type="machine-generated">Panel (a) shows a cross-sectional view of a structure composed of silicon dioxide (SiO&#x2082;) and gold (Au), with an intensity distribution centered in the middle. Panel (b) illustrates another view of the structure, displaying symmetric field concentration areas adjacent to gold regions. Each panel includes a vertical color scale indicating intensity levels.</alt-text>
</graphic>
</fig>
<p>In the T-type structure, <inline-formula id="inf117">
<mml:math id="m128">
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>p</mml:mi>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> exhibits a pronounced impact on modulation efficiency&#x2014;reducing <inline-formula id="inf118">
<mml:math id="m129">
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>p</mml:mi>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> lowers <inline-formula id="inf119">
<mml:math id="m130">
<mml:mrow>
<mml:mi>V</mml:mi>
<mml:mi>&#x3c0;</mml:mi>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> and enhances modulation efficiency at the expense of elevated optical loss. In contrast, the U-type structure demonstrates limited sensitivity of modulation efficiency to variations in <inline-formula id="inf120">
<mml:math id="m131">
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>p</mml:mi>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>. Simulation results in <xref ref-type="fig" rid="F8">Figure 8a</xref> reveal that increasing <inline-formula id="inf121">
<mml:math id="m132">
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>p</mml:mi>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> from <inline-formula id="inf122">
<mml:math id="m133">
<mml:mrow>
<mml:mn>5</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> to <inline-formula id="inf123">
<mml:math id="m134">
<mml:mrow>
<mml:mn>8</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> causes <inline-formula id="inf124">
<mml:math id="m135">
<mml:mrow>
<mml:mi>V</mml:mi>
<mml:mi>&#x3c0;</mml:mi>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> to shift marginally from <inline-formula id="inf125">
<mml:math id="m136">
<mml:mrow>
<mml:mn>1.66</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>V</mml:mi>
<mml:mo>&#xb7;</mml:mo>
<mml:mi>c</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> to <inline-formula id="inf126">
<mml:math id="m137">
<mml:mrow>
<mml:mn>1.72</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>V</mml:mi>
<mml:mo>&#xb7;</mml:mo>
<mml:mi>c</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, with negligible changes in optical loss. <inline-formula id="inf127">
<mml:math id="m138">
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>p</mml:mi>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> is constrained by the geometric parameters <inline-formula id="inf128">
<mml:math id="m139">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf129">
<mml:math id="m140">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mi mathvariant="normal">u</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, while <inline-formula id="inf130">
<mml:math id="m141">
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>p</mml:mi>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> optimization necessitates a compromise between optical loss and modulation efficiency. As demonstrated in <xref ref-type="fig" rid="F8">Figure 8b</xref>, sweeping <inline-formula id="inf131">
<mml:math id="m142">
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>p</mml:mi>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> from <inline-formula id="inf132">
<mml:math id="m143">
<mml:mrow>
<mml:mn>2.5</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> to <inline-formula id="inf133">
<mml:math id="m144">
<mml:mrow>
<mml:mn>7</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> leads to a monotonic increase in the half-wave voltage-length product from <inline-formula id="inf134">
<mml:math id="m145">
<mml:mrow>
<mml:mn>1.3</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>V</mml:mi>
<mml:mo>&#xb7;</mml:mo>
<mml:mi>c</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> to <inline-formula id="inf135">
<mml:math id="m146">
<mml:mrow>
<mml:mn>2.5</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>V</mml:mi>
<mml:mo>&#xb7;</mml:mo>
<mml:mi>c</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>. The optimal <inline-formula id="inf136">
<mml:math id="m147">
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>p</mml:mi>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> value of <inline-formula id="inf137">
<mml:math id="m148">
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> was chosen, achieving a balanced performance with a half-wave voltage of <inline-formula id="inf138">
<mml:math id="m149">
<mml:mrow>
<mml:mn>1.35</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>V</mml:mi>
<mml:mo>&#xb7;</mml:mo>
<mml:mi>c</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> and an optical loss of <inline-formula id="inf139">
<mml:math id="m150">
<mml:mrow>
<mml:mn>0.08</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>d</mml:mi>
<mml:mi>B</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi>c</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>U-type structure and T-type structure electrode spacing on modulation efficiency <bold>(a)</bold> Trend of modulation efficiency and optical loss with U-type structure spacing <inline-formula id="inf140">
<mml:math id="m151">
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>p</mml:mi>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>. <bold>(b)</bold> Trend of modulation efficiency and optical loss with T-type structure spacing <inline-formula id="inf141">
<mml:math id="m152">
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>p</mml:mi>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
</caption>
<graphic xlink:href="fbioe-13-1626017-g008.tif">
<alt-text content-type="machine-generated">Graph (a) shows a curve with voltage \( V_{\pi} \) in grey, increasing with Gap2 from 5 to 8 micrometers, while optical loss remains constant in red. Graph (b) displays the voltage \( V_{\pi} \) increasing in grey and optical loss decreasing in red as Gap1 increases from 2 to 7 micrometers. Arrows and stars highlight trends and intersections.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3-4">
<title>3.4 Electro-optic modulation bandwidth simulation</title>
<p>According to microwave transmission theory, the optical-electric transmission function can be expressed as <xref ref-type="disp-formula" rid="e12">Equation 12</xref> (<xref ref-type="bibr" rid="B7">Jing et al., 2020</xref>):<disp-formula id="e12">
<mml:math id="m153">
<mml:mrow>
<mml:mi mathvariant="bold-italic">HF</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3c9;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn mathvariant="bold">20</mml:mn>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">log</mml:mi>
<mml:mn mathvariant="bold">10</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="{" close="}" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn mathvariant="bold">2</mml:mn>
<mml:msqrt>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">Z</mml:mi>
<mml:mn mathvariant="bold">0</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi mathvariant="bold-italic">Z</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">i</mml:mi>
<mml:mi mathvariant="bold-italic">n</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">Z</mml:mi>
<mml:mn mathvariant="bold">0</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">Z</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">i</mml:mi>
<mml:mi mathvariant="bold-italic">n</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mi mathvariant="bold-italic">e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3b1;</mml:mi>
<mml:mi mathvariant="bold-italic">L</mml:mi>
</mml:mrow>
<mml:mn mathvariant="bold">2</mml:mn>
</mml:mfrac>
</mml:mrow>
</mml:msup>
<mml:msqrt>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="bold-italic">sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msup>
<mml:mi mathvariant="bold-italic">h</mml:mi>
<mml:mn mathvariant="bold">2</mml:mn>
</mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3b1;</mml:mi>
<mml:mi mathvariant="bold-italic">L</mml:mi>
</mml:mrow>
<mml:mn mathvariant="bold">2</mml:mn>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="bold-italic">s</mml:mi>
<mml:mi mathvariant="bold-italic">i</mml:mi>
<mml:msup>
<mml:mi mathvariant="bold-italic">n</mml:mi>
<mml:mn mathvariant="bold">2</mml:mn>
</mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="bold-italic">b</mml:mi>
<mml:mi mathvariant="bold-italic">L</mml:mi>
</mml:mrow>
<mml:mn mathvariant="bold">2</mml:mn>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3b1;</mml:mi>
<mml:mi mathvariant="bold-italic">L</mml:mi>
</mml:mrow>
<mml:mn mathvariant="bold">2</mml:mn>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn mathvariant="bold">2</mml:mn>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="bold-italic">b</mml:mi>
<mml:mi mathvariant="bold-italic">L</mml:mi>
</mml:mrow>
<mml:mn mathvariant="bold">2</mml:mn>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn mathvariant="bold">2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:msqrt>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(12)</label>
</disp-formula>
</p>
<p>The propagation loss <inline-formula id="inf142">
<mml:math id="m154">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> the deviation between optical and microwave speeds expressed as <inline-formula id="inf143">
<mml:math id="m155">
<mml:mrow>
<mml:mi>b</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, the total length of the modulator <inline-formula id="inf144">
<mml:math id="m156">
<mml:mrow>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, the input impedance typically set to <inline-formula id="inf145">
<mml:math id="m157">
<mml:mrow>
<mml:mn>50</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">&#x3a9;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, the characteristic impedance of the transmission line <inline-formula id="inf146">
<mml:math id="m158">
<mml:mrow>
<mml:msub>
<mml:mi>Z</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, and the speed matching term <inline-formula id="inf147">
<mml:math id="m159">
<mml:mrow>
<mml:mi mathvariant="normal">b</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
<mml:mi>f</mml:mi>
</mml:mrow>
<mml:mi>c</mml:mi>
</mml:mfrac>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mi>m</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mi>g</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> are key parameters in determining the modulator&#x2019;s performance. <xref ref-type="disp-formula" rid="e1">Equation 1</xref> provides a unified formulation to evaluate the impact of impedance matching, speed matching, and loss on optical efficiency.</p>
<p>We performed a comprehensive finite-element analysis of the modulator&#x2019;s performance. We specifically calculated its characteristic impedance, microwave loss, and microwave speed as key parameters. In this study, the modulator length was set to <inline-formula id="inf148">
<mml:math id="m160">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>c</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, corresponding to a half-wave voltage of <inline-formula id="inf149">
<mml:math id="m161">
<mml:mrow>
<mml:mn>1.35</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>V</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>. We performed a comprehensive finite-element analysis of the modulator&#x2019;s performance. The simulation frequency range is from <inline-formula id="inf150">
<mml:math id="m162">
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> to <inline-formula id="inf151">
<mml:math id="m163">
<mml:mrow>
<mml:mn>110</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>G</mml:mi>
<mml:mi>H</mml:mi>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, and the corresponding microwave loss and microwave refractive index are shown in <xref ref-type="fig" rid="F9">Figure 9a</xref>. Within the entire frequency range, the microwave loss remains below <inline-formula id="inf152">
<mml:math id="m164">
<mml:mrow>
<mml:mn>6.2</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>d</mml:mi>
<mml:mi>B</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi>c</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, while the microwave refractive index gradually approaches <inline-formula id="inf153">
<mml:math id="m165">
<mml:mrow>
<mml:mn>2.25</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> at higher frequencies. Additionally, we calculated the <inline-formula id="inf154">
<mml:math id="m166">
<mml:mrow>
<mml:mi>S</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> parameters to obtain the ABCD matrix and derived the device&#x2019;s characteristic impedance from this matrix. The results are shown in <xref ref-type="fig" rid="F9">Figure 9b</xref>. As shown in the figure, the device&#x2019;s characteristic impedance primarily fluctuates around <inline-formula id="inf155">
<mml:math id="m167">
<mml:mrow>
<mml:mn>50</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">&#x3a9;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>RF performance of the modulator <bold>(a)</bold> Frequency response of RF Loss and microwave refractive index. <bold>(b)</bold> Frequency response of characteristic impedance.</p>
</caption>
<graphic xlink:href="fbioe-13-1626017-g009.tif">
<alt-text content-type="machine-generated">Two graphs labeled (a) and (b). Graph (a) shows RF Loss (dB/cm) and permeability (N_p) against frequency (GHz). RF Loss decreases as frequency increases, while permeability slightly increases. Graph (b) displays characteristic impedance (&#x3A9;) versus frequency (GHz), showing a sharp decrease then leveling off. Both graphs cover frequencies from zero to one hundred twenty GHz.</alt-text>
</graphic>
</fig>
<p>Finally, by substituting the calculated frequency-dependent microwave loss, refractive index, and characteristic impedance of the device into <xref ref-type="disp-formula" rid="e1">Equation 1</xref>, the electro-optic response shown in <xref ref-type="fig" rid="F10">Figure 10</xref> was obtained. Simulation results demonstrate a <inline-formula id="inf156">
<mml:math id="m168">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>2.8</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>d</mml:mi>
<mml:mi>B</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> rolloff in the electro-optic response at <inline-formula id="inf157">
<mml:math id="m169">
<mml:mrow>
<mml:mn>110</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>G</mml:mi>
<mml:mi>H</mml:mi>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, with the reflection coefficient maintained below <inline-formula id="inf158">
<mml:math id="m170">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>10</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>d</mml:mi>
<mml:mi>B</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> across the operational bandwidth.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Electro-optic response and reflection coefficient of a <inline-formula id="inf159">
<mml:math id="m171">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mi>c</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>-long modulator.</p>
</caption>
<graphic xlink:href="fbioe-13-1626017-g010.tif">
<alt-text content-type="machine-generated">Graph showing electro-optical response and reflection coefficient versus frequency in gigahertz. The black curve represents electro-optical response, decreasing slightly from negative three decibels. The red curve depicts reflection coefficient, with oscillations between negative ten and negative forty decibels. Green dashed line is constant at negative three decibels. Frequency ranges from zero to one hundred twenty gigahertz. Arrows indicate direction of data trends.</alt-text>
</graphic>
</fig>
<p>Through simulations and analysis, we demonstrated a thin-film lithium niobate electro-optic modulator chip with a half-wave voltage of <inline-formula id="inf160">
<mml:math id="m172">
<mml:mrow>
<mml:mn>1.35</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>V</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> and an electro-optic response bandwidth exceeding <inline-formula id="inf161">
<mml:math id="m173">
<mml:mrow>
<mml:mn>110</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>G</mml:mi>
<mml:mi>H</mml:mi>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, demonstrating its exceptional electro-optic bandwidth performance. We have summarized the modulator&#x2019;s performance in <xref ref-type="table" rid="T1">Table 1</xref> and conducted comprehensive comparisons with state-of-the-art technologies. This table demonstrates that our work achieves high electro-optic bandwidth on silicon substrate through simulation verification, and successfully realizes a modulator structure design with good matching between optical group velocity and microwave velocity.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Performance Comparison of LNOI MZI Modulator.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="left">
<inline-formula id="inf162">
<mml:math id="m174">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">V</mml:mi>
<mml:mi>&#x3c0;</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (V)</th>
<th align="left">Length (mm)</th>
<th align="left">Optical loss (dB/cm)</th>
<th align="left">S<sub>11</sub> (dB)</th>
<th align="left">EO bandwidth (GHz)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">[6]</td>
<td align="left">1.4</td>
<td align="left">20</td>
<td align="left">0.2</td>
<td align="left">-</td>
<td align="left">45<xref ref-type="table-fn" rid="Tfn2">
<sup>b</sup>
</xref>
</td>
</tr>
<tr>
<td align="left">[7]</td>
<td align="left">1.75</td>
<td align="left">5</td>
<td align="left">0.7</td>
<td align="left">-</td>
<td align="left">&#x3e;40<xref ref-type="table-fn" rid="Tfn2">
<sup>b</sup>
</xref>
</td>
</tr>
<tr>
<td align="left">[8]</td>
<td align="left">2.3</td>
<td align="left">10</td>
<td align="left">-</td>
<td align="left">&#x3c;-15</td>
<td align="left">&#x3e;100<xref ref-type="table-fn" rid="Tfn2">
<sup>b</sup>
</xref>
</td>
</tr>
<tr>
<td align="left">[9]</td>
<td align="left">2.2</td>
<td align="left">10</td>
<td align="left">0.2</td>
<td align="left">&#x3c;-25</td>
<td align="left">&#x3e;67<xref ref-type="table-fn" rid="Tfn2">
<sup>b</sup>
</xref>
</td>
</tr>
<tr>
<td align="left">[10]</td>
<td align="left">2.18</td>
<td align="left">10</td>
<td align="left">-</td>
<td align="left">&#x3c;-20</td>
<td align="left">&#x3e;67<xref ref-type="table-fn" rid="Tfn2">
<sup>b</sup>
</xref>
</td>
</tr>
<tr>
<td align="left">[11]</td>
<td align="left">1.85</td>
<td align="left">4</td>
<td align="left">0.39</td>
<td align="left">&#x3c;-10</td>
<td align="left">&#x3e;67<xref ref-type="table-fn" rid="Tfn2">
<sup>b</sup>
</xref>
</td>
</tr>
<tr>
<td align="left">Our work</td>
<td align="left">1.35</td>
<td align="left">10</td>
<td align="left">0.08</td>
<td align="left">&#x3c;-10</td>
<td align="left">&#x3e;110<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>
<sup>a</sup>
</label>
<p>: Simulation Results.</p>
</fn>
<fn id="Tfn2">
<label>
<sup>b</sup>
</label>
<p>: test result.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>4 Conclusion</title>
<p>In this work, we present a high-speed TFLN electro-optic modulator on a silicon substrate that achieves a match between microwave velocity and optical group velocity. Specifically, we design and propose a TU-TWEs. The introduction of the U-type electrode in this structure effectively reduces the equivalent inductance of the transmission line without significantly affecting its equivalent capacitance. This unique inductance compensation mechanism helps to mitigate the &#x201c;slow light&#x201d; effect, enabling a good match between the optical group velocity and microwave velocity on a silicon substrate and significantly enhancing the electro-optic bandwidth. Simulation results show that when the modulator length is <inline-formula id="inf163">
<mml:math id="m175">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>c</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, the half-wave voltage of this structure is only <inline-formula id="inf164">
<mml:math id="m176">
<mml:mrow>
<mml:mn>1.35</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>V</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>; meanwhile, its electro-optic bandwidth is as high as <inline-formula id="inf165">
<mml:math id="m177">
<mml:mrow>
<mml:mn>110</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>G</mml:mi>
<mml:mi>H</mml:mi>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, and the optical loss is as low as <inline-formula id="inf166">
<mml:math id="m178">
<mml:mrow>
<mml:mn>0.08</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>d</mml:mi>
<mml:mi>B</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi>c</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>. Additionally, the traveling-wave electrode structure we propose has high scalability and can be hybrid-integrated with high dielectric constant materials (such as barium titanate, etc.) or heterogeneously integrated with silicon photonic chips in the future to achieve even more outstanding modulation performance.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="s6">
<title>Author contributions</title>
<p>YiL: Methodology, Conceptualization, Writing &#x2013; original draft, Writing &#x2013; review and editing, Visualization, Formal Analysis, Validation. HoL: Resources, Funding acquisition, Validation, Writing &#x2013; review and editing. YuL: Visualization, Writing &#x2013; review and editing, Supervision. HsL: Project administration, Writing &#x2013; review and editing, Software. YH: Writing &#x2013; review and editing, Investigation. LQ: Writing &#x2013; review and editing, Data curation. JY: Writing &#x2013; review and editing, Data curation.</p>
</sec>
<sec sec-type="funding-information" id="s7">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This research was funded by National Natural Science Foundation of China (No. 62174041); Guangxi Science and Technology Plan Project (AD24010060); Guangxi Science and Technology Base and Talent Special Project (Guike AD24010060).</p>
</sec>
<ack>
<p>We thank the National Natural Science Foundation of China, the Guangxi Natural Science Foundation, the GUET Graduate Education Innovation Project for partial funding and the National Key R&#x26;D Program of China.</p>
</ack>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>Authors YiL, YuL, HaL, YH, LQ, and JY were employed by The 34th Research Institute of China Electronics Technology Group Corporation</p>
<p>The remaining author declares that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s9">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="s10">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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