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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Photonics</journal-id>
<journal-title>Frontiers in Photonics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Photonics</abbrev-journal-title>
<issn pub-type="epub">2673-6853</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1066993</article-id>
<article-id pub-id-type="doi">10.3389/fphot.2023.1066993</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Photonics</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Engineered octave frequency comb in integrated chalcogenide dual-ring microresonators</article-title>
<alt-title alt-title-type="left-running-head">Wang 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/fphot.2023.1066993">10.3389/fphot.2023.1066993</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Zifu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Luo</surname>
<given-names>Liyang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xia</surname>
<given-names>Di</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lu</surname>
<given-names>Siqi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lin</surname>
<given-names>Guosheng</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/2169429/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gao</surname>
<given-names>Shecheng</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Zhaohui</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhang</surname>
<given-names>Bin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/987268/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Guangdong Provincial Key Laboratory of Optoelectronic Information Processing Chips and Systems</institution>, <institution>School of Electrical and Information Technology</institution>, <institution>Sun Yat-sen University</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Key Laboratory of Optoelectronic Materials and Technologies</institution>, <institution>Sun Yat-sen University</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Electronic Engineering</institution>, <institution>College of Information Science and Technology</institution>, <institution>Jinan University</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai)</institution>, <addr-line>Zhuhai</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/1764966/overview">Bowen Li</ext-link>, University of Colorado Boulder, United States</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/1152922/overview">Xiaoyan Zhou</ext-link>, Tianjin University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2149929/overview">Kunpeng Jia</ext-link>, Nanjing University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Bin Zhang, <email>zhangbin5@mail.sysu.edu.cn</email>
</corresp>
<fn fn-type="equal" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this work</p>
</fn>
<fn fn-type="other">
<p>This article was submitted to Nonlinear Optics, a section of the journal Frontiers in Photonics</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>30</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>4</volume>
<elocation-id>1066993</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>16</day>
<month>01</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Wang, Luo, Xia, Lu, Lin, Gao, Li and Zhang.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Wang, Luo, Xia, Lu, Lin, Gao, Li and Zhang</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>Octave-spanning Kerr combs bridging the spectral windows of the near-infrared region (NIR) and the mid-infrared (MIR) region are expected in a number of applications, including high-capacity coherent optical communications, and gas molecular absorption footprints. Here, we propose novel concentric dual-ring microresonators (DRMs) for advanced dispersion engineering to tailor the comb spectral profile. The dispersion can be flexibly engineered not only by the cross-section of the DRMs, but also by the gap between concentric dual-ring microresonators, which provides a new path to geometrically control the spectral profile of the soliton Kerr combs. An octave-spanning Kerr soliton microcomb with multi-dispersive waves has been achieved numerically covering from the telecommunication band (1224&#xa0;nm) to the mid-infrared band region (2913&#xa0;nm) with a &#x2212;40&#xa0;dB bandwidth of 1265&#xa0;nm. Our results are promising to fully understand the nonlinear dynamics in hybrid modes in DRMs, which helps control broadband comb formation.</p>
</abstract>
<kwd-group>
<kwd>Kerr frequency comb</kwd>
<kwd>advanced dispersion engineering</kwd>
<kwd>concentric dual-ring microresonators</kwd>
<kwd>mode hybridization</kwd>
<kwd>chalcogenide glass</kwd>
</kwd-group>
<contract-sponsor id="cn001">Ministry of Science and Technology<named-content content-type="fundref-id">10.13039/100007225</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Microresonator-based Kerr combs (microcombs) have attracted significant research interest in the past decades, which enables the generation of the mode-locked laser pulse in chip-scale photonic devices at milliwatt-level power (<xref ref-type="bibr" rid="B10">Fortier and Baumann, 2019</xref>). Dissipative Kerr solitons (DKSs) in microresonators have been demonstrated for high-quality laser sources with high coherence and large bandwidth, originating from the double balance between the dispersion and nonlinearity as well as the cavity losses and the parametric gain (<xref ref-type="bibr" rid="B21">Kippenberg et al., 2018</xref>). Up-to-date, soliton microcombs have revolutionized various applications, including large-capacity optical communications (<xref ref-type="bibr" rid="B27">Marin-Palomo et al., 2017</xref>; <xref ref-type="bibr" rid="B12">Geng et al., 2022</xref>), precision metrology, molecular spectroscopy (<xref ref-type="bibr" rid="B36">Suh et al., 2016</xref>; <xref ref-type="bibr" rid="B7">Dutt et al., 2018</xref>; <xref ref-type="bibr" rid="B45">Yu et al., 2018</xref>), massively parallel LiDAR (<xref ref-type="bibr" rid="B9">Feldmann et al., 2021</xref>), chip-scale frequency synthesizer (<xref ref-type="bibr" rid="B35">Spencer et al., 2018</xref>), etc., (<xref ref-type="bibr" rid="B38">Tanabe et al., 2019</xref>; <xref ref-type="bibr" rid="B33">Shastri et al., 2021</xref>). Specifically, octave-spanning soliton microcombs enable the high signal-to-noise ratio <italic>via</italic> phase locking of carrier-envelope-offset frequency (f<sub>ceo</sub>), which becomes a significant task (<xref ref-type="bibr" rid="B26">Liu et al., 2021</xref>).</p>
<p>Bright soliton generation in integrated microresonators, benefitted from cavity-enhanced nonlinear efficiency and lithographically controlled accurate dispersion engineering, has advantages in generating high coherent broadband frequency combs in chip-scale footprint (<xref ref-type="bibr" rid="B2">Brasch et al., 2016</xref>; <xref ref-type="bibr" rid="B30">Okubo et al., 2018</xref>). The broad and flat comb spectra are required in many applications, which need highly careful dispersion engineering. With the aid of dispersive waves (DWs), octave-spanning microcombs have been demonstrated in many nonlinear photonic platforms (<xref ref-type="bibr" rid="B24">Li et al., 2017</xref>; <xref ref-type="bibr" rid="B31">Pfeiffer et al., 2017</xref>; <xref ref-type="bibr" rid="B46">Yu et al., 2019</xref>; <xref ref-type="bibr" rid="B26">Liu et al., 2021</xref>; <xref ref-type="bibr" rid="B42">Weng et al., 2021</xref>; <xref ref-type="bibr" rid="B3">Cai et al., 2022</xref>). However, the large dispersion barrier between the pump and the locations of DWs inevitably results in a decrease in the spectral flatness of the soliton microcombs. Many attempts at advanced dispersion engineering have been proposed, including slot waveguides (<xref ref-type="bibr" rid="B49">Zheng et al., 2008</xref>; <xref ref-type="bibr" rid="B5">De Leonardis and Passaro, 2011</xref>; <xref ref-type="bibr" rid="B48">Zhang et al., 2013</xref>; <xref ref-type="bibr" rid="B40">Wang et al., 2016</xref>), bilayer structures (<xref ref-type="bibr" rid="B17">Guo et al., 2016</xref>), and multi-cladding schemes (<xref ref-type="bibr" rid="B19">Jafari and Zarifkar, 2016</xref>; <xref ref-type="bibr" rid="B25">Liang et al., 2016</xref>; <xref ref-type="bibr" rid="B41">Wang et al., 2021</xref>). Recently, multiple zero group velocity wavelengths have been proven to facilitate flat and broadband microcomb generation, which are theoretically achieved in integrated microresonators with the above-mentioned methods. However, these microresonators with complex structures are sensitive to fabrication tolerance and remain challenging in high-quality (<italic>Q</italic>) factor photonic systems. Recently, the concentric dual-ring microresonators (DRMs) (<xref ref-type="bibr" rid="B34">Soltani et al., 2016</xref>; <xref ref-type="bibr" rid="B20">Kim et al., 2017</xref>; <xref ref-type="bibr" rid="B6">Ding and Feng, 2020</xref>; <xref ref-type="bibr" rid="B32">Saha et al., 2021</xref>) are proposed to potentially manipulate the group velocity dispersion by controlling the mode coupling between the hybrid waveguides, providing additional degrees of freedom for geometric design in comparison to single-ring microresonators (SRMs). However, tailoring the bandwidth and flatness of the soliton microcombs in this attractive structure, has not been explored yet.</p>
<p>In this work, broadband and flat optical frequency comb generation in DRMs based on a home-developed chalcogenide glass (Ge<sub>25</sub>Sb<sub>15</sub>S<sub>60</sub>), due to its wide transmission window from 0.5 to 10&#xa0;&#x3bc;m, is theoretically investigated to obtain an octave-range microcomb spanning the near-infrared and the mid-infrared (MIR) region for various applications including coherent optical communications (<xref ref-type="bibr" rid="B22">Kong et al., 2022</xref>), and gas molecular absorption footprints (<xref ref-type="bibr" rid="B37">Tan et al., 2021</xref>). The characteristics of supermode coupling and integrated dispersion of DRMs are studied to achieve local anomalous dispersion by mode hybridization between the inner and outer microresonators in DRM systems. Accordingly, multiple DWs can be attained by introducing local anomalous dispersion in the strong normal dispersion regime in MIR, leading to beyond-octave flat frequency comb generation spanning from 1224 to 2913&#xa0;nm with a &#x2212;40&#xa0;dB bandwidth of 1265&#xa0;nm. Moreover, the comb power at a specific spectral region in concentric DRMs is enhanced, which is potential for a broad range of applications, such as coherent optical communications. Our results provide a novel route to achieve broadband-integrated microcombs with a user-defined target spectral profile.</p>
</sec>
<sec id="s2">
<title>Operation principle of supermode hybridization in DRMs</title>
<p>The structure of the DRM is shown in <xref ref-type="fig" rid="F1">Figure 1A</xref>, which is composed of two concentrically placed microring resonators with a certain distance and an independent coupling bus waveguide. The new home-developed chalcogenide glass-Ge<sub>25</sub>Sb<sub>10</sub>S<sub>65</sub> is chosen as the core, and the air upper cladding is used to reduce material absorption in MIR, see <xref ref-type="fig" rid="F1">Figure 1B</xref>. The system is driven by a continuous-wave laser for broadband frequency comb generation.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Schematic of the proposed DRM and characterization of supermode hybridization. The DRM has an inner ring of radius R &#x3d; 30&#xa0;&#x3bc;m, an inner ring width of W<sub>1</sub> &#x3d; 2200&#xa0;nm, a height of H &#x3d; 650&#xa0;nm, a gap of 850&#xa0;nm, and an outer ring of W<sub>2</sub> &#x3d; 1050&#xa0;nm. <bold>(A)</bold> 3D profile of the DRM. <bold>(B)</bold> Cross section of the DRM based on Ge<sub>25</sub>Sb<sub>10</sub>S<sub>65</sub> material on insulator. <bold>(C)</bold> The variation of optical path lengths (OPLs) and corresponding electric mode field distributions. The dashed lines are the calculated OPLs of the TM<sub>00</sub> modes in the inner and outer SRM, respectively. The solid lines are OPLs of antisymmetric and symmetric supermodes in the DRM. <bold>(D)</bold> The calculated free spectral ranges (FSRs) and <bold>(E)</bold> group velocity dispersion (D<sub>2</sub>) of the fundamental transverse magnetic modes (TM<sub>00</sub>).</p>
</caption>
<graphic xlink:href="fphot-04-1066993-g001.tif"/>
</fig>
<p>Local dispersion profiles can be engineered by adequately designing the structural parameters of DRM and introducing mode hybridization. Here, the fundamental quasi-transverse magnetic mode (TM<sub>00</sub>) mode is taken into consideration. In the absence of the coupling of the inner and the outer microresonators, the optical path lengths (OPLs) of the independent inner and the outer microresonators (SRM) can be described as the following, respectively (<xref ref-type="bibr" rid="B20">Kim et al., 2017</xref>),<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mi mathvariant="normal">P</mml:mi>
<mml:mi mathvariant="normal">L</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>
<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mi mathvariant="normal">P</mml:mi>
<mml:mi mathvariant="normal">L</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">u</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">u</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">u</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>where OPL<sub>in</sub> and OPL<sub>out</sub> represent the OPLs of the inner and outer microresonator, respectively. <inline-formula id="inf1">
<mml:math id="m3">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf2">
<mml:math id="m4">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">u</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> denote their ring radius. The <inline-formula id="inf3">
<mml:math id="m5">
<mml:mrow>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf4">
<mml:math id="m6">
<mml:mrow>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mrow>
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<mml:mi mathvariant="normal">t</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are the effective mode refractive indices. The mode coupling between hybrid waveguides occurs at the regime where OPLs of the individual inner and outer SRMs are equal (<xref ref-type="bibr" rid="B20">Kim et al., 2017</xref>).</p>
<p>We perform the modified dispersion simulation of the DRM based on the structural parameters of R &#x3d; 30&#xa0;&#x3bc;m, W<sub>1</sub> &#x3d; 2200&#xa0;nm, H &#x3d; 650&#xa0;nm, gap &#x3d; 850&#xa0;nm, and W<sub>2</sub> &#x3d; 1050&#xa0;nm. A cross point of the calculated OPLs of the TM<sub>00</sub> modes for two separate SRMs appears at the wavelength of around 2.4&#xa0;&#x3bc;m, see <xref ref-type="fig" rid="F1">Figure 1C</xref>. To characterize the formation of mode hybridization, the free spectral ranges and group velocity dispersion of the DRM are investigated. The resonance frequencies of microresonators are determined by <xref ref-type="bibr" rid="B31">Pfeiffer et al. (2017)</xref>, <disp-formula id="e3">
<mml:math id="m7">
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<mml:mo>&#x2026;</mml:mo>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>Where <inline-formula id="inf5">
<mml:math id="m8">
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<mml:mi>D</mml:mi>
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<mml:mi>&#x3c0;</mml:mi>
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</inline-formula> is equivalent to the free spectral range of microresonators, <inline-formula id="inf6">
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<mml:mi>D</mml:mi>
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</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mo>&#x2265;</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> is the k-order dispersion coefficient, <inline-formula id="inf7">
<mml:math id="m10">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the angular resonant frequency for pump mode and other modes, and <inline-formula id="inf8">
<mml:math id="m11">
<mml:mrow>
<mml:mi>&#x3bc;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the relative mode number. The integrated dispersion D<sub>int</sub> including the full-order dispersion term, can be calculated by <xref ref-type="bibr" rid="B31">Pfeiffer et al. (2017)</xref>, <xref ref-type="bibr" rid="B3">Cai et al. (2022)</xref>, <disp-formula id="e4">
<mml:math id="m12">
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mi>int</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mi>&#x3bc;</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mi>&#x3bc;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mi>&#x221e;</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mo>!</mml:mo>
</mml:mrow>
</mml:mfrac>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mi>k</mml:mi>
</mml:msub>
<mml:msup>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>k</mml:mi>
</mml:msup>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>
</p>
<p>The broadband and flat spectral envelope of microcomb rely on dispersive wave generation by tailoring the integrated dispersion engineering, which will be discussed in parts 3 and 4. Here, we investigate the impact of mode hybridization on second-order dispersion (D<sub>2</sub>). In the DRM system, the modes in the inner and outer microresonator will divert to each other as wavelength increases and generate the resonant mode hybridization between the coupled waveguides. Compared with the individual microresonators, the mode distributions in DRMs show the superposition of the original modes in inner and outer microresonators (inset of <xref ref-type="fig" rid="F1">Figure 1C</xref>), which are defined as symmetric and antisymmetric supermodes. As the mode hybridization modifies the effective index of supermodes, their eigenfrequencies shift slightly from the original uncoupled modes in SRMs accordingly (<xref ref-type="bibr" rid="B32">Saha et al., 2021</xref>). Hence, local FSRs change remarkably, and the crosstalk of FSRs arises to modify the second-order dispersion of supermodes. The FSRs of the hybrid symmetric and anti-symmetric modes of the DRMs vary in two distinct ways as wavelength increases. In the mode coupling region, the FSR of the anti-symmetric mode is decreasing with wavelength, which is the origin of anomalous dispersion (<inline-formula id="inf9">
<mml:math id="m13">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>F</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>R</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>&#x3bb;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>) (<xref ref-type="bibr" rid="B11">Fujii and Tanabe, 2020</xref>), while the symmetric mode features normal dispersion (<inline-formula id="inf10">
<mml:math id="m14">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>F</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>R</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>&#x3bb;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3e;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>), see <xref ref-type="fig" rid="F1">Figure 1D</xref>. The symmetric supermode features strong normal dispersion (D<sub>2</sub> &#x3c; 0) around the mode coupling region, while the antisymmetric supermode undergoes a period of strong anomalous dispersion (D<sub>2</sub> &#x3e; 0), see <xref ref-type="fig" rid="F1">Figure 1E</xref>. Therefore, the antisymmetric mode of the DRMs can introduce anomalous dispersion in the strong normal dispersion region and be utilized to modify the integrated dispersion D<sub>int</sub> profile of the microresonators. In the DRMs system, the symmetric mode is more likely to be excited because the outer ring is closer to the bus waveguide (<xref ref-type="bibr" rid="B20">Kim et al., 2017</xref>). Here, a pulley coupling scheme based on adiabatic mode conversion has been proposed to excite the anti-symmetric mode efficiently for the DRMs (<xref ref-type="fig" rid="F2">Figure 2A</xref>). The widths of the inner and outer of the DRMs are adiabatically tapered simultaneously in the coupling region. As a result, the light in the bus waveguide is first transferred into the outer ring, and then gradually coupled to the inner ring of DMRs to excite anti-symmetric mode as the widths of the DRMs are increasing adiabatically, see <xref ref-type="fig" rid="F2">Figure 2B</xref>.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Schematic of external coupling of the hybrid modes in the DRMs. <bold>(A)</bold> An adiabatic tapering section is marked in a colored region. <bold>(B)</bold> Simulated effective index in the tapered section for exciting anti-symmetric mode.</p>
</caption>
<graphic xlink:href="fphot-04-1066993-g002.tif"/>
</fig>
</sec>
<sec id="s3">
<title>Dispersion engineering and fabrication tolerances</title>
<p>The local dispersion at the specific wavelength of the DRMs can be adjusted by tailoring structural parameters of the two microresonators, including the inner ring width (W<sub>1</sub>), outer ring width (W<sub>2</sub>), gap and thickness (h) in the DRMs. The dispersion engineering is most sensitive to &#x201c;h&#x201d; and is least sensitive to &#x201c;W<sub>1</sub>&#x201d;. By carefully designing four structural parameters, mode hybridization can be achieved in the MIR region to tailor the shape of the microcombs, see <xref ref-type="fig" rid="F3">Figure 3</xref>. Moreover, considering the antisymmetric mode in the same DRM in part 2, increasing the outer ring width W<sub>2</sub> or the gap will push the coupling region to a longer wavelength, see <xref ref-type="fig" rid="F3">Figures 3A, C</xref>. It is worth noting that the dispersion profile far from the coupling wavelength remains unchanged. Four zero-integrated dispersion wavelengths with a flat spectral shape can be observed by optimizing the geometric parameters of the microresonators, see <xref ref-type="fig" rid="F3">Figures 3B, D</xref>. When the structure of the inner ring is fixed, the local anomalous dispersion and integrated dispersion with a tunable coupling position for antisymmetric mode are favourable by adjusting the gap and W<sub>2</sub>.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Dispersion profiles of the DRMs with structural parameters varying at near R &#x3d; 30&#xa0;&#x3bc;m, W<sub>1</sub> &#x3d; 2200&#xa0;nm, H &#x3d; 650&#xa0;nm, gap &#x3d; 850&#xa0;nm, W<sub>2</sub> &#x3d; 1050&#xa0;nm. <bold>(A)</bold>, <bold>(B)</bold> The variations of D<sub>2</sub> and D<sub>int</sub> of antisymmetric modes with the gap. <bold>(C)</bold>, <bold>(D)</bold> The variations of the D<sub>2</sub> and D<sub>int</sub> of antisymmetric mode with W<sub>2</sub>.</p>
</caption>
<graphic xlink:href="fphot-04-1066993-g003.tif"/>
</fig>
<p>To analyze the fabrication tolerances of the DRMs, we randomly and independently tune the four structural parameters (W<sub>1</sub>, W<sub>2</sub>, gap, and h) of the DRMs, which is repeated six times (<xref ref-type="bibr" rid="B18">Guo et al., 2019</xref>). The variation of integrated dispersion due to the dimension tolerance is smaller than 200&#xa0;GHz for all six devices, which still enables the generation of engineered dispersive waves near the wavelength of 2500&#xa0;nm, see <xref ref-type="fig" rid="F4">Figure 4</xref> and <xref ref-type="table" rid="T1">Table 1</xref>. As a result, the proposed DRMs have a large fabrication tolerance to support broadband soliton microcomb generation.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Integrated dispersion profiles of the six DRM devices with different structural parameters correspond to <xref ref-type="table" rid="T1">Table 1</xref>.</p>
</caption>
<graphic xlink:href="fphot-04-1066993-g004.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Six different DRM devices with randomly changed geometric parameters.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Devices</th>
<th align="center">1</th>
<th align="center">2</th>
<th align="center">3</th>
<th align="center">4</th>
<th align="center">5</th>
<th align="center">6</th>
<th align="center">Max-min</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">W<sub>1</sub> (nm)</td>
<td align="center">2223</td>
<td align="center">2250</td>
<td align="center">2183</td>
<td align="center">2163</td>
<td align="center">2148</td>
<td align="center">2207</td>
<td align="center">102</td>
</tr>
<tr>
<td align="center">W<sub>2</sub> (nm)</td>
<td align="center">1040</td>
<td align="center">1071</td>
<td align="center">1035</td>
<td align="center">1045</td>
<td align="center">1057</td>
<td align="center">1065</td>
<td align="center">36</td>
</tr>
<tr>
<td align="center">gap (nm)</td>
<td align="center">834</td>
<td align="center">830</td>
<td align="center">834</td>
<td align="center">780</td>
<td align="center">805</td>
<td align="center">775</td>
<td align="center">59</td>
</tr>
<tr>
<td align="center">H (nm)</td>
<td align="center">647</td>
<td align="center">661</td>
<td align="center">647</td>
<td align="center">640</td>
<td align="center">650</td>
<td align="center">653</td>
<td align="center">21</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>We also provide a practical fabrication process for the DRMs (<xref ref-type="bibr" rid="B44">Xia et al., 2022a</xref>; <xref ref-type="bibr" rid="B43">Xia et al., 2022b</xref>). First, the GeSbS film is thermally evaporated on the silicon substrate with 3&#xa0;&#x3bc;m silicon oxide layer. The deposition rate is set to approximately 5A/second and thereby the variation of thickness can be precisely controlled at &#xb1; 5&#xa0;nm when the total thickness of the film is 800&#xa0;nm (<xref ref-type="bibr" rid="B47">Zhang et al., 2021</xref>). Furthermore, a dry etch trimming scheme can be utilized to finely change the thickness of GeSbS film (<xref ref-type="bibr" rid="B28">Moille et al., 2021</xref>). Then, a photoresist (ARP-6200) with a thickness of ca. 800&#xa0;nm is coated on the GeSbS film. After that, the waveguide structure is patterned on the ARP layer using electron-beam lithography (EBL) and then transferred to GeSbS layer by inductively coupled plasma (ICP) reactive ion etcher (ICP-RIE). Afterward, an ICP-RIE is used to remove the residual resist. The dimensional accuracy of W<sub>1</sub>, W<sub>2</sub>, and gap for the DRMs can be controlled within 20&#xa0;nm. Therefore, the geometric dispersion engineering for broadband microcombs generation can be fulfilled by the typical fabrication process of integrated chalcogenide microresonators.</p>
</sec>
<sec id="s4">
<title>Flat and broadband frequency comb generation</title>
<p>Generally, higher-order dispersion plays a significant role in the generation of DWs, which can tune the spectral shape (<xref ref-type="bibr" rid="B13">Grassani et al., 2019</xref>; <xref ref-type="bibr" rid="B29">Okawachi et al., 2022</xref>). Here, we investigate the influence of dispersion engineering of DRMs on the frequency comb generation, especially on multiple DWs generation.</p>
<p>A phase-matching condition between the soliton pulse and DW is required for the generation of DWs, which is defined as (<xref ref-type="bibr" rid="B14">Guo et al., 2018</xref>),<disp-formula id="e5">
<mml:math id="m15">
<mml:mrow>
<mml:mi>&#x3b2;</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mi mathvariant="normal">d</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>&#x3b2;</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mi mathvariant="normal">d</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mi mathvariant="normal">g</mml:mi>
</mml:msub>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3b3;</mml:mi>
<mml:mi>P</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>where <inline-formula id="inf11">
<mml:math id="m16">
<mml:mrow>
<mml:mi>&#x3b2;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the propagation constant of light, <inline-formula id="inf12">
<mml:math id="m17">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mi>d</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf13">
<mml:math id="m18">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are the angular frequencies of DW and pump light, v<sub>g</sub> denotes the group velocity, P is pump power, <inline-formula id="inf14">
<mml:math id="m19">
<mml:mrow>
<mml:mi>&#x3b3;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the nonlinear coefficient. The phase mismatching induced by nonlinear phase shift <inline-formula id="inf15">
<mml:math id="m20">
<mml:mrow>
<mml:mi>&#x3b3;</mml:mi>
<mml:mi>P</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>/2, can be negligible under low pump power. Therefore, the spectral position (<inline-formula id="inf16">
<mml:math id="m21">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mi>d</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) of the DW generation is approximately given by linear phase-mismatching conditions in the fiber system, as defined in Eq. <xref ref-type="disp-formula" rid="e5">5</xref> without the third term on the right-hand side (<xref ref-type="bibr" rid="B8">Erkintalo et al., 2012</xref>). In chip-based microresonator systems, this linear phase-matching condition is analogous to the integrated dispersion D<sub>int</sub>(&#x3bc;<sub>DW</sub>) &#x3d; 0 in Eq. <xref ref-type="disp-formula" rid="e4">4</xref>, where &#x3bc;<sub>DW</sub> is the relative mode number of DWs (<xref ref-type="bibr" rid="B2">Brasch et al., 2016</xref>).</p>
<p>Then, we numerically simulate the spectral and time dynamic of Kerr frequency comb in concentric DRMs and SRMs by mean-field LLE model (<xref ref-type="bibr" rid="B4">Coen et al., 2013</xref>; <xref ref-type="bibr" rid="B15">Guo et al., 2017</xref>; <xref ref-type="bibr" rid="B23">Kovach et al., 2020</xref>),<disp-formula id="e6">
<mml:math id="m22">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>A</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3ba;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mo>&#x394;</mml:mo>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>A</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mo>&#x2265;</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msub>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
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</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">k</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mfrac>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mi mathvariant="normal">k</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mo>!</mml:mo>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mo>&#x2202;</mml:mo>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>k</mml:mi>
</mml:msup>
<mml:mi mathvariant="normal">A</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:msub>
<mml:mi>g</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:msup>
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:mi>A</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mi>A</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msqrt>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mi mathvariant="normal">c</mml:mi>
</mml:msub>
</mml:msqrt>
<mml:msub>
<mml:mi>S</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>where &#x7c;A&#x7c;<sup>2</sup> is the intracavity photon number, <inline-formula id="inf17">
<mml:math id="m23">
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>n</mml:mi>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mi mathvariant="normal">R</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the slow time with T<sub>R</sub> representing the roundtrip time and n representing the number of T<sub>R</sub> in simulation. <inline-formula id="inf18">
<mml:math id="m24">
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
<mml:mi>&#x3c4;</mml:mi>
</mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mi mathvariant="normal">R</mml:mi>
</mml:msub>
</mml:mfrac>
</mml:mrow>
</mml:math>
</inline-formula> is the angular location of the light field envelope in microresonators with <inline-formula id="inf19">
<mml:math id="m25">
<mml:mrow>
<mml:mi>&#x3c4;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> representing the fast time of light. <inline-formula id="inf20">
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<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mi mathvariant="normal">p</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>&#x3c9;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the frequency detuning between the pump and the cold cavity resonance. Generally, the relationship between the actual intracavity energy field &#x7c;E&#x7c;<sup>2</sup> (S.I. unit: W) and the intracavity photon number &#x7c;A&#x7c;<sup>2</sup> (S.I. unit: 1) is <inline-formula id="inf21">
<mml:math id="m27">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:mi>A</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x22c5;</mml:mo>
<mml:mi>&#x210f;</mml:mi>
<mml:mi>&#x3c9;</mml:mi>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mi>R</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, where <inline-formula id="inf22">
<mml:math id="m28">
<mml:mrow>
<mml:mi>&#x210f;</mml:mi>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the energy of a single photon (<xref ref-type="bibr" rid="B15">Guo et al., 2017</xref>). Generally, the pump frequency scan from blue detuning (<inline-formula id="inf23">
<mml:math id="m29">
<mml:mrow>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mo>&#x3e;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>) to red detuning (<inline-formula id="inf24">
<mml:math id="m30">
<mml:mrow>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>) for frequency comb excitation, where the nonlinear thermal phase shift is not included in our model because it makes little difference to the bandwidth of frequency comb (<xref ref-type="bibr" rid="B44">Xia et al., 2022a</xref>). <inline-formula id="inf25">
<mml:math id="m31">
<mml:mrow>
<mml:msub>
<mml:mi>g</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="normal">&#x210f;</mml:mi>
<mml:msup>
<mml:mi>&#x3c9;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mi>c</mml:mi>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msubsup>
<mml:mi>n</mml:mi>
<mml:mi mathvariant="normal">g</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mtext>&#x2009;</mml:mtext>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</inline-formula> is the Kerr gain coefficient related to the nonlinear refractive index n<sub>2</sub> and effective modal volume V<sub>eff</sub>. The cavity total decay rate <inline-formula id="inf26">
<mml:math id="m32">
<mml:mrow>
<mml:mi>&#x3ba;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>&#x3ba;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>&#x3ba;</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>Q</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>Q</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</inline-formula> is composed of two parts, the intrinsic decay rate <inline-formula id="inf27">
<mml:math id="m33">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3ba;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and external coupling rate <inline-formula id="inf28">
<mml:math id="m34">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3ba;</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, which can be derived from the quality factor <inline-formula id="inf29">
<mml:math id="m35">
<mml:mrow>
<mml:msub>
<mml:mi>Q</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf30">
<mml:math id="m36">
<mml:mrow>
<mml:msub>
<mml:mi>Q</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, respectively. In this work, the pump frequency linearly detunes from <inline-formula id="inf31">
<mml:math id="m37">
<mml:mrow>
<mml:mn>5</mml:mn>
<mml:mi>&#x3ba;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> to <inline-formula id="inf32">
<mml:math id="m38">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>45</mml:mn>
<mml:mi>&#x3ba;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> to trigger the formation of microcomb, and the simulation parameters used in our model are listed in <xref ref-type="table" rid="T2">Table 2</xref>. Here, the home-developed chalcogenide glass material (Ge<sub>25</sub>Sb<sub>15</sub>S<sub>60</sub>) was reported for integrated nonlinear photonics including integrated Raman lasers and Kerr frequency combs in microresonators (microcombs), which have been demonstrated in our previous works (<xref ref-type="bibr" rid="B44">Xia et al., 2022a</xref>; <xref ref-type="bibr" rid="B43">Xia et al., 2022b</xref>). The measured intrinsic Q and coupling Q of GeSbS microring resonators with a radius of 100&#xa0;&#x3bc;m are 2.3 &#xd7; 10<sup>6</sup> and 4.0 &#xd7; 10<sup>6</sup>, respectively. In this work, both the intrinsic Q and coupling Q of our dual-ring Ge<sub>25</sub>Sb<sub>15</sub>S<sub>60</sub> microresonators are chosen as 2 &#xd7; 10<sup>6</sup> for simulations. The nonlinear refractive index of Ge<sub>25</sub>Sb<sub>15</sub>S<sub>60</sub> film is also obtained in ref. <xref ref-type="bibr" rid="B44">Xia et al. (2022a)</xref>, which was measured using the Z-scan method. To achieve a broadband microcomb covering the NIR and MIR region in the DRMs, a 1.75-&#x3bc;m pump laser is utilized, which can be available from a commercial DFB continuous-wave laser and a home-developed all-fiber short-wavelength (1650&#x2013;1800&#xa0;nm) thulium-doped fiber amplifier (TDFA) (<xref ref-type="bibr" rid="B22">Kong et al., 2022</xref>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Simulated geometric parameters of the SRM and DRM.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Parameters</th>
<th align="center">SRM</th>
<th align="center">DRM</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Pump frequency <inline-formula id="inf33">
<mml:math id="m39">
<mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mi mathvariant="normal">p</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (THz)</td>
<td align="center">170.92</td>
<td align="center">171.31</td>
</tr>
<tr>
<td align="center">Nonlinear refractive index n<sub>2</sub> (m<sup>2</sup>/W)</td>
<td align="center">1.4 &#xd7; 10<sup>&#x2013;18</sup>
</td>
<td align="center">1.4 &#xd7; 10<sup>&#x2013;18</sup>
</td>
</tr>
<tr>
<td align="center">Intrinsic quality factor Q<sub>i</sub>
</td>
<td align="center">2&#xd7;10<sup>6</sup>
</td>
<td align="center">2&#xd7;10<sup>6</sup>
</td>
</tr>
<tr>
<td align="center">External coupling factor Q<sub>c</sub>
</td>
<td align="center">2&#xd7;10<sup>6</sup>
</td>
<td align="center">2&#xd7;10<sup>6</sup>
</td>
</tr>
<tr>
<td align="center">Ring radius (&#x3bc;m)</td>
<td align="center">30</td>
<td align="center">R<sub>in</sub> &#x3d; 30</td>
</tr>
<tr>
<td align="center">Effective index A<sub>eff</sub> (&#x3bc;m<sup>2</sup>)</td>
<td align="center">1.1600</td>
<td align="center">1.4156</td>
</tr>
<tr>
<td align="center">Input pump power P<sub>in</sub> (mW)</td>
<td align="center">40</td>
<td align="center">40</td>
</tr>
<tr>
<td align="center">Free spectral range FSR (GHz)</td>
<td align="center">618.57</td>
<td align="center">618.56</td>
</tr>
<tr>
<td rowspan="3" align="center">Cross-section geometry (nm) (width &#xd7; height, gap)</td>
<td align="center">1600 &#xd7; 650</td>
<td align="center">Inner &#x3d; 2200 &#xd7; 650</td>
</tr>
<tr>
<td align="center">&#x2014;</td>
<td align="center">Outer &#x3d; 1050 &#xd7; 650</td>
</tr>
<tr>
<td align="center">&#x2014;</td>
<td align="center">gap &#x3d; 825</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>We first analyzed the integrated dispersion in a traditional microresonator with R &#x3d; 30&#xa0;&#x3bc;m, W<sub>1</sub> &#x3d; 1600&#xa0;nm, and H &#x3d; 650&#xa0;nm, see <xref ref-type="fig" rid="F5">Figure 5A</xref>. The maximum phase mismatching between the pump and DW reaches &#x223c;70&#xa0;GHz, resulting in strong power depression of the spectral comb lines, which hinders the access of octave frequency comb with high flatness. Therefore, when DW moves farther from the pump wavelength, the spectral region between the pump wavelength and DW will show a larger phase mismatching, causing more energy discrepancy among the comb lines (<xref ref-type="bibr" rid="B14">Guo et al., 2018</xref>; <xref ref-type="bibr" rid="B13">Grassani et al., 2019</xref>; <xref ref-type="bibr" rid="B16">Guo et al., 2020</xref>). For comparison, in DRM with R &#x3d; 30&#xa0;&#x3bc;m, W<sub>1</sub> &#x3d; 2200&#xa0;nm, H &#x3d; 650&#xa0;nm, W<sub>2</sub> &#x3d; 1050&#xa0;nm, gap &#x3d; 825&#xa0;nm, a flat integrated dispersion curve can be realized with D<sub>2</sub>/2&#x3c0; &#x3d; 57.77&#xa0;MHz, and D<sub>3</sub>/2&#x3c0; &#x3d; 1.84&#xa0;MHz by creating an additional anomalous dispersion region in the long wavelength, see the upper panel in <xref ref-type="fig" rid="F5">Figure 5B</xref>. Three zero integrated dispersion points (excluding pump wavelength) are observed in the wavelength range from 2000 to 3000&#xa0;nm, allowing an overall flat dispersion spectral shape and a smaller phase mismatching (&#x223c;20&#xa0;GHz) compared with the SRM.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>The generations of optical frequency combs in different microresonators. <bold>(A)</bold> The integrated dispersion (right axis) and frequency comb spectrum (left axis) of the SRM at the detuning <inline-formula id="inf34">
<mml:math id="m40">
<mml:mrow>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>32</mml:mn>
<mml:mi>&#x3ba;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> with a &#x2212;40&#xa0;dB bandwidth of only 449.89&#xa0;nm (1564.84&#x2013;2014.73&#xa0;nm). <bold>(B)</bold> Upper panel: the integrated dispersion of DRM with a flat and small dispersion configuration (right axis). The corresponding frequency comb spectrum from LLE simulation at detuning <inline-formula id="inf35">
<mml:math id="m41">
<mml:mrow>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>32</mml:mn>
<mml:mi>&#x3ba;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> (left axis) features multiple DWs at phase-matching wavelengths. Lower panel: octave comb spectrum ranging from 1227.25 to 2912.87&#xa0;nm at the same detuning <inline-formula id="inf36">
<mml:math id="m42">
<mml:mrow>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>32</mml:mn>
<mml:mi>&#x3ba;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> as the spectrum in <bold>(A)</bold>, with a &#x2212;40&#xa0;dB bandwidth of 1265.84&#xa0;nm (1405.63&#x2013;2671.47&#xa0;nm). <bold>(C)</bold> Spectral evolution with detuning in the DRM. The pump frequency detunes from <inline-formula id="inf37">
<mml:math id="m43">
<mml:mrow>
<mml:mn>5</mml:mn>
<mml:mi>&#x3ba;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> to <inline-formula id="inf38">
<mml:math id="m44">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>45</mml:mn>
<mml:mi>&#x3ba;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>. <bold>(D)</bold> The temporal waveform at <inline-formula id="inf39">
<mml:math id="m45">
<mml:mrow>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>32</mml:mn>
<mml:mi>&#x3ba;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, indicates two typical DWs tails (labeled as DW1 and DW2) along with a soliton pulse.</p>
</caption>
<graphic xlink:href="fphot-04-1066993-g005.tif"/>
</fig>
<p>In the numerical simulation, mode-locked octave frequency comb with a &#x2212;40&#xa0;dB bandwidth of 1265.84&#xa0;nm (99.82&#xa0;THz) and 620&#xa0;GHz comb lines spacing can be obtained in DRM when the pump detuning is swept to <inline-formula id="inf40">
<mml:math id="m46">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>32</mml:mn>
<mml:mi>&#x3ba;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, see the lower panel in <xref ref-type="fig" rid="F5">Figure 5B</xref>. Because of the high Kerr nonlinearity of chalcogenide material, the driving pump power for such broadband soliton microcomb is 40&#xa0;mW. The microcomb in the SRM has a typical sech<sup>2</sup> spectral envelope and the comb power decreases monotonously as comb frequencies are farther away from the pump frequency, see <xref ref-type="fig" rid="F5">Figure 5A</xref>. While the soliton microcomb based on the DRMs features wide bandwidth with a flatter envelope at the same detuning. Generally, the spectral flatness of microcombs can be evaluated by the ratio of the geometric mean to the arithmetic mean of the power spectrum in a certain wavelength range (<xref ref-type="bibr" rid="B39">Tian et al., 2015</xref>),<disp-formula id="e7">
<mml:math id="m47">
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>F</mml:mi>
<mml:mi>M</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x220f;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>N</mml:mi>
</mml:munderover>
<mml:msubsup>
<mml:mi>S</mml:mi>
<mml:mi>k</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:msup>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>N</mml:mi>
</mml:munderover>
<mml:msubsup>
<mml:mi>S</mml:mi>
<mml:mi>k</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>Where SFM and S<sub>k</sub> denote the spectral flatness and power of each comb line, respectively. As SFM is closer to 1, the spectrum is flatter. The SFM of the simulated octave micrcomb in the DRM was calculated to be 0.645, while SFM &#x3d; 0.593 for microcomb in the SRM. The dynamic behavior of DWs spectral evolution can be observed as the pump laser detunes from <inline-formula id="inf41">
<mml:math id="m48">
<mml:mrow>
<mml:mn>5</mml:mn>
<mml:mi>&#x3ba;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> to <inline-formula id="inf42">
<mml:math id="m49">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>45</mml:mn>
<mml:mi>&#x3ba;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, see <xref ref-type="fig" rid="F5">Figure 5C</xref>. At small detuning <inline-formula id="inf43">
<mml:math id="m50">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>20</mml:mn>
<mml:mi>&#x3ba;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, three DWs emerge at the spectral position corresponding to D<sub>int</sub> &#x3d; 0, as shown in the upper panel in <xref ref-type="fig" rid="F5">Figure 5B</xref>. As the pump wavelength moves further into red detuning, two gradually merge into one with higher comb line power (<xref ref-type="fig" rid="F5">Figure 5D</xref>) due to the power-dependent nonlinear phase shift (<xref ref-type="bibr" rid="B1">Anderson et al., 2022</xref>). Taking the detuning effect into account, we can confirm that the spectral position of DWs is determined by <inline-formula id="inf44">
<mml:math id="m51">
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mi>int</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3bc;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="normal">&#x394;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> (<xref ref-type="bibr" rid="B1">Anderson et al., 2022</xref>). In the temporal domain, the soliton pulse is characterized by two kinds of DW tails (DW1 and DW2) sitting on the background of continuous waves (<xref ref-type="bibr" rid="B1">Anderson et al., 2022</xref>), see <xref ref-type="fig" rid="F5">Figure 5D</xref>. The peculiar structures of spectral and temporal profiles in the DRM improve the understanding of broadband soliton comb with multiple DWs. It also highlights the utility of DRMs as a feasible scheme to extend spectral region deep into the MIR footprint region for molecular spectroscopy.</p>
<p>Furthermore, the DWs position can be flexibly tuned while keeping the large bandwidth in the DRMs to meet the high demands of practical applications. For example, the integrated dispersion curves at &#x223c;2500&#xa0;nm are engineered to adjust the number and the position of the zero integrated dispersion points by increasing the width of the outer microresonator of the DRMs, see <xref ref-type="fig" rid="F6">Figure 6A</xref>, broadband (octave) DKS spectra accompanied by the generation of DW can be observed correspondingly when the width of the outer microresonator is 1060&#xa0;nm. Moreover, as W<sub>2</sub> decreases, the positions of the DWs tend to shift to longer wavelengths, giving rise to beyond-octave DKS, see <xref ref-type="fig" rid="F6">Figure 6B</xref>. Therefore, devisable DKS states can be obtained by tailoring the spectral profile of DWs, allowing for the extension of spectral coverage and boosting comb outpower at the desired wavelengths (<xref ref-type="bibr" rid="B29">Okawachi et al., 2022</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>The spectral location tailoring of DWs by changing the outer microresonator width W2 in the DRMs. <bold>(A)</bold> Integrated dispersion curves with W<sub>2</sub> varying from 1010 to 1060&#xa0;nm. The other simulated parameters are fixed at R &#x3d; 30&#xa0;&#x3bc;m, W<sub>1</sub> &#x3d; 2200&#xa0;nm, H &#x3d; 650&#xa0;nm, and gap &#x3d; 800&#xa0;nm. <bold>(B)</bold> The corresponding output spectra with different W<sub>2</sub>. Tuning &#x201c;W<sub>2</sub>&#x201d; allows desired spectral shaping of frequency combs and enhancement of the comb power at the target wavelengths. The pump detuning is fixed at <inline-formula id="inf45">
<mml:math id="m52">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>32</mml:mn>
<mml:mi>&#x3ba;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> for comparison.</p>
</caption>
<graphic xlink:href="fphot-04-1066993-g006.tif"/>
</fig>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>In summary, we have systematically investigated the effect of advanced dispersion engineering of the DRMs on the spectral evolution of soliton microcombs generation. By introducing the mode hybridization, the dispersion can be spectrally optimized in favour of generating multiple dispersive waves. Octave-spanning Kerr combs with the target shape can be realized numerically by geometrically controlling the DRMs. This flexible DRMs structure enables mode coupling in hybrid waveguides and control of the spectral location of the dispersive wave, which is critical in broadband soliton microcombs generation.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The raw data supporting the conclusion of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s7">
<title>Author contributions</title>
<p>ZW built the theoretical simulation model of concentric microring resonators. LL performed numerical simulations and processed the data. ZW, LL, and DX wrote the manuscript together. The work was done under the supervision of BZ. All authors contributed to the revision of the manuscript.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>This work was supported by Key Project in Broadband Communication and New Network of the Ministry of Science and Technology (MOST) (2018YFB1801003), the National Key R&#x26;D Program of China under Grant (2019YFA0706301), National Science Foundation of China (NSFC) (U2001601, 61975242, 61525502, 11974234), the Science Foundation of Guangzhou City (202002030103).</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of interest</title>
<p>The authors declare 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="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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