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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Phys.</journal-id>
<journal-title>Frontiers in Physics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Phys.</abbrev-journal-title>
<issn pub-type="epub">2296-424X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1496272</article-id>
<article-id pub-id-type="doi">10.3389/fphy.2024.1496272</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Physics</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Design of a 100-MeV compact VHEE beam line in Tsinghua University</article-title>
<alt-title alt-title-type="left-running-head">Li 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/fphy.2024.1496272">10.3389/fphy.2024.1496272</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Hongyu</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/2728086/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zha</surname>
<given-names>Hao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lin</surname>
<given-names>Xiancai</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<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/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gao</surname>
<given-names>Qiang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Focheng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Shi</surname>
<given-names>Jiaru</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/2564392/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Huaibi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Engineering Physics</institution>, <institution>Tsinghua University</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Key Laboratory of Particle and Radiation Imaging of Ministry of Education</institution>, <institution>Tsinghua University</institution>, <addr-line>Beijing</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/995904/overview">Xun Jia</ext-link>, Johns Hopkins Medicine, 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/2022768/overview">Yan-Fei Li</ext-link>, Xi&#x2019;an Jiaotong University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1343373/overview">Yujie Chi</ext-link>, University of Texas at Arlington, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Jiaru Shi, <email>shij@tsinghua.edu.cn</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>15</day>
<month>01</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>12</volume>
<elocation-id>1496272</elocation-id>
<history>
<date date-type="received">
<day>14</day>
<month>09</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>12</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Li, Zha, Lin, Gao, Liu, Shi and Chen.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Li, Zha, Lin, Gao, Liu, Shi and Chen</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>A 100-MeV Compact Electron Accelerator design has been proposed for Very High Energy Electron (VHEE) radiotherapy research at Tsinghua University. The microwave source for this system is a 50 MW X-band klystron, paired with a pulse compressor featuring a correction cavity chain. During high-power test, the system achieved a flat-top power gain three times the input. The acceleration system consists of three main components: a backward traveling-wave buncher that bunches and accelerates electrons from a thermionic cathode gun to 8 MeV, followed by two 72-cell X-band constant-gradient traveling-wave accelerating structures, which further increase the electron energy to 100 MeV with a gradient of 80 MV/m. The total length of the system is 1.8 m, and its design is detailed in this paper.</p>
</abstract>
<kwd-group>
<kwd>VHEE</kwd>
<kwd>FLASH radiotherapy</kwd>
<kwd>linac accelerator</kwd>
<kwd>X-band high gradient</kwd>
<kwd>beam line</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Medical Physics and Imaging</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Radiotherapy is a globally recognized and effective cancer treatment method [<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B6">6</xref>]. In 2014, scientists conducted experiments on lung cancer cells in mice using electron beams, observing the FLASH effect <italic>in vivo</italic> [<xref ref-type="bibr" rid="B7">7</xref>]. When treating cancer cells with an ultra high dose rate (UHDR) beam, radiotherapy was as efficient as conventional irradiation for tumor inhibition, while dramatically less damaging to healthy tissue. Since then, FLASH radiotherapy has attracted significant interest in the field [<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>]. Substantial advancements have been made in radiotherapy facilities utilizing various particles, such as photons [<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B11">11</xref>], electrons [<xref ref-type="bibr" rid="B12">12</xref>&#x2013;<xref ref-type="bibr" rid="B15">15</xref>], and protons [<xref ref-type="bibr" rid="B16">16</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>]. Among these, very high-energy electrons (VHEE) have emerged as a promising candidate for treating deep-seated tumors in the near future.</p>
<p>VHEE radiotherapy, first proposed in 2000 [<xref ref-type="bibr" rid="B19">19</xref>], uses electrons with energies ranging from 50 to 250 MeV [<xref ref-type="bibr" rid="B20">20</xref>] for tumor treatment. Compared to conventional electron beam radiotherapy, VHEE provides greater penetration depth and a smaller penumbra [<xref ref-type="bibr" rid="B21">21</xref>]. Additionally, in comparison to photon therapy, VHEE can reduce skin dosage and can be integrated with Rapid Intensity Modulated Radiation Therapy (Rapid IMRT) to shorten treatment time. While the dose distribution characteristics of protons and heavy ions, which exhibit a Bragg peak, are advantageous for sparing normal tissues, they present challenges when treating organs with significant tissue density inhomogeneities or substantial movement. In contrast, VHEE&#x2019;s relatively uniform dose distribution near the maximum dose is less impacted by tissue inhomogeneity, making it more suitable for treating organs with uneven density, such as the lungs, intestines, and cervix [<xref ref-type="bibr" rid="B22">22</xref>]. Furthermore, VHEE facilities are more cost-effective compared to proton and heavy ion radiotherapy systems.</p>
<p>In recent years, numerous VHEE experiments have been conducted on various linear accelerator platforms [<xref ref-type="bibr" rid="B23">23</xref>&#x2013;<xref ref-type="bibr" rid="B25">25</xref>]. Current operational facilities include CLEAR [<xref ref-type="bibr" rid="B26">26</xref>], CLARA [<xref ref-type="bibr" rid="B16">16</xref>], AWA [<xref ref-type="bibr" rid="B27">27</xref>], ARES [<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>] and so on. However, in order to achieve high beam quality, most of these facilities have a large footprint, which makes it difficult to VHEE FLASH&#x2019;s clinical translation. The research team at Tsinghua University has proposed a compact VHEE facility based on advanced X-band high-gradient technology, which could produce 100 MeV VHEE within 2 m length. By using a high-voltage direct current (DC) thermionic electron gun, the available charge for UHDR operation is increased at the expense of fundamentally limiting the quality of the electron beam. <xref ref-type="table" rid="T1">Table 1</xref> shows the comparison of the parameters of these VHEE facilities.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Comparison of the parameters of different VHEE facilities.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Beam parameters</th>
<th align="center">CLEAR</th>
<th align="center">CLARA</th>
<th align="center">AWA</th>
<th align="center">ARES</th>
<th align="center">Tsinghua university</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Energy (MeV)</td>
<td align="center">60&#x2013;220</td>
<td align="center">50 (250)<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
</td>
<td align="center">6&#x2013;65</td>
<td align="center">50&#x2013;160</td>
<td align="center">100</td>
</tr>
<tr>
<td align="center">Bunch charge (nC/shot)</td>
<td align="center">0.01&#x2013;1.5</td>
<td align="center">0.02&#x2013;0.25</td>
<td align="center">0.1&#x2013;100</td>
<td align="center">
<inline-formula id="inf1">
<mml:math id="m1">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:msup>
<mml:mrow>
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<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
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<td align="center">
<inline-formula id="inf2">
<mml:math id="m2">
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
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<sup>b</sup>
</xref>
</td>
</tr>
<tr>
<td align="center">Bunch length rms (ps)</td>
<td align="center">0.1&#x2013;10</td>
<td align="center">0.3&#x2013;5</td>
<td align="center">0.03&#x2013;10</td>
<td align="center">0.02</td>
<td align="center">
<inline-formula id="inf3">
<mml:math id="m3">
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
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</tr>
<tr>
<td align="center">Repetition rate (Hz)</td>
<td align="center">0.833&#x2013;10</td>
<td align="center">10 (100)<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
</td>
<td align="center">0.5&#x2013;10</td>
<td align="center">1&#x2013;50</td>
<td align="center">40</td>
</tr>
<tr>
<td align="center">Normalized emittance<inline-formula id="inf4">
<mml:math id="m4">
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
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</td>
<td align="center">3&#x2013;20</td>
<td align="center">7.5 (&#x3c;5)<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
</td>
<td align="center">0.5&#x2013;240</td>
<td align="center">
<inline-formula id="inf5">
<mml:math id="m5">
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
<mml:mn>0.07</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
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</td>
<td align="center">
<inline-formula id="inf6">
<mml:math id="m6">
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>50</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>
<sup>a</sup>
</label>
<p>The values in parentheses represent the target values for facility upgrades.</p>
</fn>
<fn id="Tfn2">
<label>
<sup>b</sup>
</label>
<p>Tsinghua University used multi-bunch acceleration. There are <inline-formula id="inf7">
<mml:math id="m7">
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>2000 bunches in a input microwave pulse.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>We employs a commercial klystron with a power output of 50 MW. To minimize the number of klystrons required, a pulse compressor is used to amplify the klystron&#x2019;s output, reducing both costs and the physical footprint of the installation. The electron source is a hot cathode electron gun, and a buncher focuses the emitted electrons. These are then accelerated by a high-gradient accelerator, enabling a compact design while achieving high-energy output. The VHEE beam line is designed to deliver electrons at 40 Hz, with 24 nC per pulse, generating a dose rate of 40 Gy/s over a <inline-formula id="inf8">
<mml:math id="m8">
<mml:mrow>
<mml:mn>6</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>6</mml:mn>
<mml:mspace width="0.3333em"/>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:msup>
<mml:mrow>
<mml:mi mathvariant="normal">m</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn mathvariant="normal">2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> field, making it suitable for FLASH radiotherapy research. This article will present the layout and preliminary optimization of the beam line and its components.</p>
</sec>
<sec id="s2">
<title>2 Structure layout</title>
<p>
<xref ref-type="fig" rid="F1">Figure 1</xref> presents the schematic diagram of the X-band compact VHEE radiotherapy structure. The power source for the system is a commercial X-band klystron with a 50 MW output, driven by a high-voltage modulator. The microwave signal, originating from the low-level system, is first amplified by a solid-state amplifier before being fed into the klystron.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>The X-band compact VHEE structure layout.</p>
</caption>
<graphic xlink:href="fphy-12-1496272-g001.tif"/>
</fig>
<p>After amplification, the klystron&#x2019;s microwave output is compressed by a pulse compression system and then distributed to the bunching section and two main accelerating sections via the power transmission system. The transmission system employs two directional couplers as power dividers, which, along with loads, minimize interference between the branches. An adjustable power attenuator is placed at the entrance of the bunching section to optimize electron dynamics.</p>
<p>Ensuring that the electric field phase in the main accelerating sections aligns with the phase of the electrons exiting the bunching section is critical. To achieve this, a phase shifter is installed at the entrance of each accelerating section. The X-band high-power phase shifter has an all-metal structure and consists of a dual-polarization mode coupler and a movable piston. Stainless steel loads are positioned at the exits of both the bunching section and the main accelerating sections to absorb the output power from the accelerating tube.</p>
<p>The electron source for the device is a hot cathode electron gun, with detailed parameters provided in <xref ref-type="table" rid="T2">Table 2</xref>. The low-level system supplies a synchronization signal to the electron gun, ensuring that the electron pulse is synchronized with the microwave pulse output from the klystron.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Parameters of the hot cathode electron gun.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Parameters</th>
<th align="center">Value</th>
<th align="center">Parameters</th>
<th align="center">Value</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Conductivity</td>
<td align="center">
<inline-formula id="inf9">
<mml:math id="m9">
<mml:mrow>
<mml:mn>0.347</mml:mn>
<mml:mspace width="0.3333em"/>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>P</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
<td align="center">Geometric emittance</td>
<td align="center">
<inline-formula id="inf10">
<mml:math id="m10">
<mml:mrow>
<mml:mn>32.7</mml:mn>
<mml:mspace width="0.3333em"/>
<mml:mi mathvariant="normal">m</mml:mi>
<mml:mi mathvariant="normal">m</mml:mi>
<mml:mo>&#x2022;</mml:mo>
<mml:mi mathvariant="normal">m</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">d</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
</tr>
<tr>
<td align="center">Voltage</td>
<td align="center">
<inline-formula id="inf11">
<mml:math id="m11">
<mml:mrow>
<mml:mn>12.5</mml:mn>
<mml:mspace width="0.3333em"/>
<mml:mi mathvariant="normal">k</mml:mi>
<mml:mi mathvariant="normal">V</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
<td align="center">Normalized emittance</td>
<td align="center">
<inline-formula id="inf12">
<mml:math id="m12">
<mml:mrow>
<mml:mn>7.26</mml:mn>
<mml:mspace width="0.3333em"/>
<mml:mi mathvariant="normal">m</mml:mi>
<mml:mi mathvariant="normal">m</mml:mi>
<mml:mo>&#x2022;</mml:mo>
<mml:mi mathvariant="normal">m</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
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<mml:mi mathvariant="normal">d</mml:mi>
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</td>
</tr>
<tr>
<td align="center">Beam waist radius</td>
<td align="center">
<inline-formula id="inf13">
<mml:math id="m13">
<mml:mrow>
<mml:mn>0.46</mml:mn>
<mml:mspace width="0.3333em"/>
<mml:mi mathvariant="normal">m</mml:mi>
<mml:mi mathvariant="normal">m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
<td align="left"/>
<td align="left"/>
</tr>
</tbody>
</table>
</table-wrap>
<p>The following sections will present the beam line&#x2019;s components, including the power compression system, the backward traveling-wave buncher (BTW), and the constant-gradient traveling-wave accelerator, as well as its preliminary optimization.</p>
</sec>
<sec id="s3">
<title>3 Components of the beam line</title>
<p>In this section, we will introduce the components of the VHEE beam line, which have been previously studied, including the power compression system, the backward traveling-wave buncher (BTW), and the constant-gradient traveling wave accelerator. These components are critical for achieving the high-gradient acceleration necessary for VHEE radiotherapy applications.</p>
<sec id="s3-1">
<title>3.1 The pulse compression system</title>
<p>The proposed VHEE radiotherapy structure comprises a power source section and an accelerator section. The power source section occupies a larger area and incurs higher costs. Calculations indicate that using only a 50 MW klystron would require approximately 4 m to accelerate electrons to 100 MeV, while employing multiple klystrons would significantly increase both the spacial requirements and costs. To address this, we have opted to use a pulse compressor capable of achieving a flat-top power gain of three times [<xref ref-type="bibr" rid="B30">30</xref>]. This approach increases the gradient of the acceleration structure, allowing the VHEE radiotherapy system to remain compact while utilizing only one klystron.</p>
<p>
<xref ref-type="fig" rid="F2">Figure 2</xref> illustrates the condition and results of the high-power test for the two-stage pulse compressor when it operates at the first-stage. The X-band amplitude modulation (AM) cavity chain features a novel design, where resonant cavities are connected at both ends of the dual-polarization mode coupler. This design reduces both transmission loss and the length of the AM cavity chain to half of its original size. The length of the first-stage compression part of the X-band pulse compression system is only 0.4 m. In high-power tests, a flat-top power gain of three times was achieved, with the amplitude and phase of the flat-top demonstrating good stability, making multi-bunch acceleration feasible. Thus, the first-stage compression section is well-suited for use in the compact VHEE radiotherapy structure.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>The high-power test of the pulse compression system. <bold>(A)</bold> Photograph of the pulse compression system after installation. <bold>(B)</bold> Waveforms of the pulse compressor in high-power test when the second-stage storage cavity was detuned.</p>
</caption>
<graphic xlink:href="fphy-12-1496272-g002.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>3.2 The backward traveling-wave buncher</title>
<p>For the VHEE radiotherapy facility, we developed a prototype of an X-band Backward Traveling Wave (BTW) accelerating structure intended to bunch a DC electron beam and accelerate it to approximately 8 MeV [<xref ref-type="bibr" rid="B31">31</xref>]. After optimizing the cavity shape, field distribution, and beam dynamics, the BTW structure was simulated and designed using CST Studio Suite [<xref ref-type="bibr" rid="B32">32</xref>]. The simulation results demonstrated a field distribution that closely matches that of the constructed prototype. Additionally, the time-domain circuit model was utilized to analyze the transient beam parameters of the buncher during its unsteady state.</p>
<p>The BTW structure was fabricated at Tsinghua University and underwent high-power test at the Tsinghua X-band High-power Test Stand, as illustrated in <xref ref-type="fig" rid="F3">Figure 3</xref>. The structure was powered by 5 MW microwave pulses from the pulse compressor, operating in one-stage mode (with the second compressor detuned), achieving an average gradient of 45 MV/m. The electron beam was successfully accelerated to 8 MeV, with a pulse current of 108 mA. A comparison between the designed and measured values of the BTW structure is presented in <xref ref-type="table" rid="T3">Table 3</xref>, where the measured capture rate was calculated by dividing the target current by the gun current. Although some beam parameters did not fully meet the design specifications, the test preliminarily verified the high gradient and large current capabilities of the BTW structure. Future work will focus on addressing fabrication errors in the output coupler to ensure the designed capture rate, and optimizing the magnetic coupling holes between adjacent cells with smooth rounding to improve high-gradient performance.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Processing and testing of X-band backward traveling wave buncher. <bold>(A)</bold> The processed cells and couplers. <bold>(B)</bold> The high-power beam test of the buncher.</p>
</caption>
<graphic xlink:href="fphy-12-1496272-g003.tif"/>
</fig>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Comparison of designed and measured values of the BTW structure.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Parameters</th>
<th align="center">Design value</th>
<th align="center">Measured result</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Input power [MW]</td>
<td align="center">4.6</td>
<td align="center">5.0</td>
</tr>
<tr>
<td align="center">Accelerating gradient [MV/m]</td>
<td align="center">43.6</td>
<td align="center">45.0</td>
</tr>
<tr>
<td align="center">Surface eletric field [MV/m]</td>
<td align="center">204</td>
<td align="left"/>
</tr>
<tr>
<td align="center">Surface magnetic field [kA/m]</td>
<td align="center">400</td>
<td align="left"/>
</tr>
<tr>
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<td align="center">4</td>
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<inline-formula id="inf15">
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<td align="center">Capture rate</td>
<td align="center">
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<tr>
<td align="center">Current [mA]</td>
<td align="center">155</td>
<td align="center">108</td>
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<tr>
<td align="center">Energy [MeV]</td>
<td align="center">7.8</td>
<td align="center">8.0</td>
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<tr>
<td align="center">
<inline-formula id="inf18">
<mml:math id="m18">
<mml:mrow>
<mml:msub>
<mml:mrow>
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</inline-formula>(rms) [mm]</td>
<td align="center">0.69</td>
<td align="center">1</td>
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<td align="center">
<inline-formula id="inf19">
<mml:math id="m19">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>r</mml:mi>
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<mml:mi>y</mml:mi>
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</inline-formula>(rms) [mm]</td>
<td align="center">0.69</td>
<td align="center">0.95</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-3">
<title>3.3 The traveling wave accelerator</title>
<p>A constant-impedance traveling-wave structure, consisting of 72 cells operating in the <inline-formula id="inf20">
<mml:math id="m20">
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
<mml:mo>/</mml:mo>
<mml:mn>3</mml:mn>
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</mml:math>
</inline-formula> mode, named TTX-XC72 [<xref ref-type="bibr" rid="B33">33</xref>], was designed and fabricated for the Very Compact Inverse Compton Scattering Gamma-ray Source (VIGAS) program at Tsinghua University [<xref ref-type="bibr" rid="B34">34</xref>]. Although XC72 could reach almost 80 MV/m,its breakdown rate (BDR) is about <inline-formula id="inf21">
<mml:math id="m21">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:msup>
<mml:mrow>
<mml:mn>0</mml:mn>
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<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
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</inline-formula>/pulse m, which is slightly higher than we required, mostly because the field in the first cell is too high. Therefore, we decided to switch to the constant gradient (CG) approach. Recently, the CG prototype XT72 was developed [<xref ref-type="bibr" rid="B35">35</xref>]. This structure is also suitable for use in the main acceleration section of the compact VHEE radiotherapy facility.</p>
<p>The XT72 structure comprises 70 accelerating cavities along with input and output couplers. The fabricated cells are shown in <xref ref-type="fig" rid="F4">Figure 4</xref>. When an 80 MW pulse with top drop from the pulse compressor is introduced into the structure, it achieves an average acceleration gradient of 80 MV/m. With a total length of 0.63 m, the structure provides an energy gain of 50 MeV for electrons. The XT72 prototype underwent high-power test, demonstrating better performance compared to the XC72 structure, with an achieved gradient of 81.0 MV/m <italic>versus</italic> 78.7 MV/m, and a lower breakdown rate (BDR) of <inline-formula id="inf22">
<mml:math id="m22">
<mml:mrow>
<mml:mn>1.5</mml:mn>
<mml:mo>&#xd7;</mml:mo>
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</inline-formula>. Additionally, XT72 exhibited a lower maximum surface electric field and reduced temperature rise from pulse heating. <xref ref-type="table" rid="T4">Table 4</xref> shows the parameters of XT72.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Cells of XT72. <bold>(A)</bold> Before brazing. <bold>(B)</bold> After brazing.</p>
</caption>
<graphic xlink:href="fphy-12-1496272-g004.tif"/>
</fig>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>RF properties of the XT72.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Properties</th>
<th align="center">XT72 (CG)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Aperture radius [mm]</td>
<td align="center">
<inline-formula id="inf23">
<mml:math id="m23">
<mml:mrow>
<mml:mn>3.92</mml:mn>
<mml:mo>&#x223c;</mml:mo>
<mml:mn>3.12</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
</tr>
<tr>
<td align="center">Frequency [GHz]</td>
<td align="center">11.424</td>
</tr>
<tr>
<td align="center">Quality factor</td>
<td align="center">
<inline-formula id="inf24">
<mml:math id="m24">
<mml:mrow>
<mml:mn>7056</mml:mn>
<mml:mo>&#x223c;</mml:mo>
<mml:mn>6996</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
</tr>
<tr>
<td align="center">
<inline-formula id="inf25">
<mml:math id="m25">
<mml:mrow>
<mml:msub>
<mml:mrow>
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</mml:msub>
<mml:mo>/</mml:mo>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> [%]</td>
<td align="center">
<inline-formula id="inf26">
<mml:math id="m26">
<mml:mrow>
<mml:mn>3.20</mml:mn>
<mml:mo>&#x223c;</mml:mo>
<mml:mn>1.44</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
</tr>
<tr>
<td align="center">Shunt impedance <inline-formula id="inf27">
<mml:math id="m27">
<mml:mrow>
<mml:mo stretchy="false">[</mml:mo>
<mml:mrow>
<mml:mi mathvariant="normal">M</mml:mi>
<mml:mi mathvariant="normal">&#x3a9;</mml:mi>
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<mml:mo stretchy="false">]</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
<td align="center">
<inline-formula id="inf28">
<mml:math id="m28">
<mml:mrow>
<mml:mn>93</mml:mn>
<mml:mo>&#x223c;</mml:mo>
<mml:mn>109</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
</tr>
<tr>
<td align="center">Filling time [ns]</td>
<td align="center">98</td>
</tr>
<tr>
<td align="center">Working mode</td>
<td align="center">
<inline-formula id="inf29">
<mml:math id="m29">
<mml:mrow>
<mml:mn>2</mml:mn>
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<mml:mn>3</mml:mn>
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</inline-formula>
</td>
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</tbody>
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</table-wrap>
</sec>
</sec>
<sec id="s4">
<title>4 Preliminary optimization of the beam line</title>
<p>After the technology of each component was verified, we preliminarily calculated the particle dynamics of the whole beam line in steady-state, whose results are shown in <xref ref-type="fig" rid="F5">Figure 5</xref>. The layout of the entire beam line is depicted in <xref ref-type="fig" rid="F5">Figure 5A</xref>, which includes a bunching section and two main accelerating sections. Its whole length is less than 2 m. <xref ref-type="fig" rid="F5">Figure 5B</xref> illustrates the electric field along the axis, where the amplitude represents the steady-state value, taking into account the beam loading effect. <xref ref-type="fig" rid="F5">Figures 5C, D</xref> show the variations in energy and envelope for electron beams emitted at different phases, which could preliminarily confirm that the beam line could reach the target electron beam output of 100 MeV. These results were calculated using the equivalent circuit model in the time domain [<xref ref-type="bibr" rid="B31">31</xref>].</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Steady-state dynamics calculation results for the entire beamline. <bold>(A)</bold> The beamline layout. <bold>(B)</bold> The electric field along the axis. <bold>(C)</bold> Electron beam energy at different emission phases. <bold>(D)</bold> Electron beam envelopes with different emission phases.</p>
</caption>
<graphic xlink:href="fphy-12-1496272-g005.tif"/>
</fig>
<p>After completing the steady-state calculations, we turned to the optimization of the BTW&#x2019;s parameters, considering the time-domain process within a macro-pulse. The purpose of the optimization is to adjust the filling time of the bunching section to match the time taken by the acceleration section to reach steady-state [<xref ref-type="bibr" rid="B36">36</xref>]. The time-domain equivalent circuit model was also applied to this optimization process. <xref ref-type="fig" rid="F6">Figure 6A</xref> shows the transient accelerating voltage in the main accelerating section. <xref ref-type="fig" rid="F6">Figure 6B</xref> illustrates the time-dependent changes of the single-cells&#x2019; electric fields within the bunching section. Each color line represents a different cell. These cells&#x2019; electric fields correspond to the order of microwave filling. Specifically, the cell next to the input coupler was excited first, therefore reaching its maximum field first. Noting that the bunching section employs a backward traveling wave structure, the microwave filling order proceeds from the exit to the entrance of the beam, therefore the cell next to the output coupler is at the beam entrance. Since the first 4 cells at the beam entrance are critical for beam capture, it is essential that these cells have nearly reached steady-state when the main acceleration section achieves its steady-state condition.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Temporal changes of beam parameters. <bold>(A)</bold> Main acceleration section: accelerating voltage. <bold>(B)</bold> Bunching section: single-cell electric fields.</p>
</caption>
<graphic xlink:href="fphy-12-1496272-g006.tif"/>
</fig>
<p>Due to the complexity of multi-objective optimization, we proposed a single-objective approach, prioritizing the electron charge within a specified energy range at the beam line exit. In the preliminary design, the target energy range was set to <inline-formula id="inf30">
<mml:math id="m30">
<mml:mrow>
<mml:mn>100</mml:mn>
<mml:mo>&#xb1;</mml:mo>
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</inline-formula> MeV. During the optimization of the bunching section, we fixed the input frequency, cavity number, input power, and adjusted the BTW&#x2019;s coupling hole size and cavity radius. We also focused on three factors: capture rate, energy spread, and phase spread [<xref ref-type="bibr" rid="B31">31</xref>]. While phase spread does not directly affect the application of electron beams in VHEE, it does influence the energy spread of electrons in the main acceleration section. Results of the optimization will be shown and discussed in the next section.</p>
</sec>
<sec sec-type="results|discussion" id="s5">
<title>5 Results and discussion</title>
<sec id="s5-1">
<title>5.1 Discussion of beam line optimization</title>
<p>The optimization results of the BTW&#x2019;s geometric parameters are shown in <xref ref-type="fig" rid="F7">Figure 7</xref>, where the first eight cells are bunching cells and the rest are accelerating cells.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Optimization results of the BTW&#x2019;s geometric parameters. <bold>(A)</bold> Cell length. <bold>(B)</bold> Cell radius. <bold>(C)</bold> Coupling hole&#x2019;s angular width.</p>
</caption>
<graphic xlink:href="fphy-12-1496272-g007.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F8">Figure 8A</xref> shows the optimized energy distribution at the beam line exit. Within a macro-pulse, 24 nC of electron charge falls within the <inline-formula id="inf31">
<mml:math id="m31">
<mml:mrow>
<mml:mn>100</mml:mn>
<mml:mspace width="1em"/>
<mml:mo>&#xb1;</mml:mo>
<mml:mspace width="1em"/>
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</inline-formula> MeV range, while 11 nC lies outside. A significant proportion of the charge falls outside the specified energy range, which can be attributed not only to the tail generated during the hot cathode bunching process, but also the energy reduction caused by the unsteady state of the acceleration structure. <xref ref-type="fig" rid="F8">Figure 8B, C</xref> illustrate the temporal variations in beam parameters within a macro pulse, highlighting a noticeable drop in capture rate at 100 ns due to field changes in the bunching section. Between 80 and 130 ns, before the main acceleration section reaches steady-state, captured electrons are only accelerated to lower energies. After 270 ns, as the input power decreases and residual electric field remains in the accelerating tube, captured electrons are again accelerated to a lower energies. Calculations show that electrons produced during these unsteady states contribute to 76% of the tail distribution.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Results of the optimization. <bold>(A)</bold> Energy distribution of the electron beam at the exit of the VHEE beam line. <bold>(B)</bold> Transient value of capture rate. <bold>(C)</bold> Temporal changes of electrons&#x2019; average energy at beam exit.</p>
</caption>
<graphic xlink:href="fphy-12-1496272-g008.tif"/>
</fig>
<p>Directly using the electron beam of <xref ref-type="fig" rid="F8">Figure 8A</xref> in VHEE radiotherapy experiments would result in significant background, making it necessary to eliminate or suppress the tail. The most straightforward method is to place a dipole and a slit at the beam exit to filter the electrons by energy, as shown in <xref ref-type="fig" rid="F9">Figure 9A</xref>. While effective in removing the tail, this approach requires a large magnet deflection radius which poses shielding challenges.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Different methods of removing the beam tail. <bold>(A)</bold> Using dipoles and slits at the beam line exit. <bold>(B)</bold> Using dipoles and slits at the bunching section exit. <bold>(C)</bold> Using a grid-controlled pulsed beam electron gun.</p>
</caption>
<graphic xlink:href="fphy-12-1496272-g009.tif"/>
</fig>
<p>The second method is to position the dipole and slit at the exit of the bunching section. Since the beam energy is lower at this point, the required deflection radius is smaller, making shielding easier. However, calculations indicate that this method can only filter out 55% of the tail, as shown in <xref ref-type="fig" rid="F9">Figure 9B</xref>. This limitation arises because, while some electrons&#x2019; energy falls within the specified range upon exiting the bunching section, their large phase deviation causes them to fall outside this range after passing through the acceleration section. Moreover, placing a dipole at the bunching section exit complicates both the microwave and beam systems.</p>
<p>The third method involves using a grid-controlled electron gun with precise beam control, activating the beam when the accelerating structure is nearly filled and deactivating it when input power starts to decline. Since that electrons produced during unsteady states contribute to 76% of the tail distribution, keeping the starting moment of electron emission close to the moment when the accelerator field reaches a steady state may greatly reduce the tail. Considering the beam loading effect, the activating moment is chosen to be when the accelerating structure is nearly filled instead of full filled. The specific activating moment needs to be compared and optimized. Despite this, the unsteady process caused by wakefield effects during beam injection still prevents complete tail removal, as illustrated in <xref ref-type="fig" rid="F9">Figure 9C</xref>.</p>
<p>In summary, while directly screening electrons&#x2019; energy at the exit of beam line needs a larger dipole, it is more effective. Future work would be necessary to deal with shielding challenges.</p>
</sec>
<sec id="s5-2">
<title>5.2 Discussion of preliminary dose estimate</title>
<p>Based on the optimization of the output charge, the Monte Carlo simulation software GEANT4 [<xref ref-type="bibr" rid="B37">37</xref>] was employed to preliminarily calculate the depth-dose distribution of the VHEE beam. To simplify the model, the electron beam was assumed to be parallel after expansion. The parallel beam traverses a 50 cm air gap and then interacts with a 40 cm water layer. The depth-dose distributions at the center of the beams, with cross-sections of <inline-formula id="inf32">
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</mml:mrow>
</mml:math>
</inline-formula>, for various energies, are displayed in <xref ref-type="fig" rid="F10">Figure 10</xref>.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Depth-dose distribution of parallel electron beams with different energies. <bold>(A)</bold> <inline-formula id="inf34">
<mml:math id="m34">
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>3</mml:mn>
<mml:mspace width="0.3333em"/>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:msup>
<mml:mrow>
<mml:mi mathvariant="normal">m</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn mathvariant="normal">2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> parallel electron beam. <bold>(B)</bold> <inline-formula id="inf35">
<mml:math id="m35">
<mml:mrow>
<mml:mn>10</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>10</mml:mn>
<mml:mspace width="0.3333em"/>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:msup>
<mml:mrow>
<mml:mi mathvariant="normal">m</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn mathvariant="normal">2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> parallel electron beam.</p>
</caption>
<graphic xlink:href="fphy-12-1496272-g010.tif"/>
</fig>
<p>It is clear that higher energy levels allow electrons to penetrate deeper into the material. The designed output energy of the VHEE beam line in this study is 100 MeV. By comparing <xref ref-type="fig" rid="F10">Figures 10A, B</xref>, it can be observed that a smaller beam cross-section results in a more rapid fall-off in the depth dose. This is due to increased scattering experienced by electron beams with smaller cross-sections. The dose at a given depth is approximately inversely proportional to the beam&#x2019;s cross-section area.</p>
<p>For dose estimation, a dose-to-charge ratio of 20 Gy/<inline-formula id="inf36">
<mml:math id="m36">
<mml:mrow>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>C</mml:mi>
<mml:mo>&#x2022;</mml:mo>
<mml:mn>10</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>10</mml:mn>
<mml:mspace width="0.3333em"/>
<mml:mi>c</mml:mi>
<mml:msup>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
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</inline-formula> is used. This implies that a 1 <inline-formula id="inf37">
<mml:math id="m37">
<mml:mrow>
<mml:mi>&#x3bc;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>C electron beam expanded to a <inline-formula id="inf38">
<mml:math id="m38">
<mml:mrow>
<mml:mn>10</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>10</mml:mn>
<mml:mspace width="0.3333em"/>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:msup>
<mml:mrow>
<mml:mi mathvariant="normal">m</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn mathvariant="normal">2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> area can deliver a 20 Gy dose at the target. This ratio is inversely proportional to the cross-sectional area of the expanded beam and can be applied to estimate the radiation field and dose rate.</p>
<p>Given that the beam line outputs 24 nC per macro pulse and operates at a repetition rate of 40 Hz, the estimated dose rate under a <inline-formula id="inf39">
<mml:math id="m39">
<mml:mrow>
<mml:mn>10</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>10</mml:mn>
<mml:mtext>&#x2003;</mml:mtext>
<mml:msup>
<mml:mrow>
<mml:mtext>cm</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
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</inline-formula> radiation field is:<disp-formula id="equ1">
<mml:math id="m40">
<mml:mrow>
<mml:mn>20</mml:mn>
<mml:mtext>Gy</mml:mtext>
<mml:mo>/</mml:mo>
<mml:mi>&#x3bc;</mml:mi>
<mml:mtext>C</mml:mtext>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>24</mml:mn>
<mml:mtext>&#x2003;</mml:mtext>
<mml:mtext>nC</mml:mtext>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>40</mml:mn>
<mml:mtext>&#x2003;</mml:mtext>
<mml:mtext>Hz</mml:mtext>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>19.2</mml:mn>
<mml:mtext>&#x2003;</mml:mtext>
<mml:mtext>Gy</mml:mtext>
<mml:mo>/</mml:mo>
<mml:mtext>s</mml:mtext>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>When the radiation field is reduced to less than <inline-formula id="inf40">
<mml:math id="m41">
<mml:mrow>
<mml:mn>6</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>6</mml:mn>
<mml:mtext>&#x2003;</mml:mtext>
<mml:msup>
<mml:mrow>
<mml:mtext>cm</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>, the dose rate can exceed 40 Gy/s, which is ideal for FLASH radiotherapy research. Future system upgrades, such as increasing the repetition rate of the modulator, could further enhance the dose rate of the entire setup. In addition, it should be noted that this section&#x2019;s dose calculation is only a rough approximation and could only preliminary confirm the beam line&#x2019;s ability to deliver VHEE at UHDR. After the beam line is constructed and tested in the future, detailed dose simulation would be performed to compare the measured results.</p>
</sec>
</sec>
<sec id="s6">
<title>6 Summary</title>
<p>A compact electron accelerator design for VHEE radiotherapy has been proposed, utilizing the Tsinghua X-band High Power Test Stand as its foundation. The pulse compression system, backward traveling-wave buncher, and the prototype high-gradient accelerator, XT72, have each successfully undergone high-power test. At present, the design and optimization of the beam line within a single pulse have been finalized. The whole beam line is still under construction. Ongoing work is focused on wakefield calculations to further refine and optimize the structure for enhanced performance.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s7">
<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="s8">
<title>Author contributions</title>
<p>HL: Writing&#x2013;original draft, Writing&#x2013;review and editing. HZ: Writing&#x2013;review and editing. XL: Writing&#x2013;review and editing, Writing&#x2013;original draft. QG: Writing&#x2013;review and editing. FL: Writing&#x2013;review and editing. JS: Writing&#x2013;review and editing. HC: Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s9">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. We gratefully acknowledge the support of the National Natural Science Foundation of China (NSFC Grant No. 12027902).</p>
</sec>
<sec sec-type="COI-statement" id="s10">
<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="s11">
<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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