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<p class="MsoNormal">Hi everyone, I am thrilled to announce that a special issue on Quantum Computing and Operational Research has just been published in I<i>NFORMS Journal on Computing</i>.  This is a timely and important topic.  The special issue editors

 - Carleton Coffrin, Elisabeth Lobe, Giacomo Nannicini, and Ojas Parekh - have done a superb job to bring our research community the best of the current research on the subject.  Please share with any colleague or listserv who may be interested in quantum computing. 

 Alice Smith (Editor in Chief)<o:p></o:p></p>

<p class="MsoNormal"><o:p> </o:p></p>

<p class="MsoNormal"><b>New Issue: Table of Contents<o:p></o:p></b></p>

<p class="MsoNormal"><b><i>INFORMS Journal on Computing </i></b>Volume: 37, Number: 1 (January-February 2025)<o:p></o:p></p>

<p class="MsoNormal">The current issue of <b><i>INFORMS Journal on Computing </i>

</b>is now available online at:<br>

<a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq62u-2F-2BK1mDsT7w2VIvnCO1OGaS5oduYbXUzs3b9ta-2F-2BUKA-3D-3DmPAz_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiL09BiHIXhVOqjbNmVQRQWQXKK3t4cdh-2B3vh8-2BP6AAkW2zw51pAbTO8DFDbhfcpQdjB6-2F9msLAvIbeaLvbjySvhtj3n6eyfZRa6tOwjXGZHfC-2BECYpsl2JF4Fufmu7ES5fI9CbZFUI7ODLuy-2BNikTxxub0Xck8ECvkw1YVE8vlIL2kg0NdgROdNa5HKUSP34VE-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703693816434%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=BcKeAbD%2BkjyJvto9d7Jhay4CwwfvGBZdO1wI9lE57ao%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq62u-2F-2BK1mDsT7w2VIvnCO1OGaS5oduYbXUzs3b9ta-2F-2BUKA-3D-3DmPAz_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiL09BiHIXhVOqjbNmVQRQWQXKK3t4cdh-2B3vh8-2BP6AAkW2zw51pAbTO8DFDbhfcpQdjB6-2F9msLAvIbeaLvbjySvhtj3n6eyfZRa6tOwjXGZHfC-2BECYpsl2JF4Fufmu7ES5fI9CbZFUI7ODLuy-2BNikTxxub0Xck8ECvkw1YVE8vlIL2kg0NdgROdNa5HKUSP34VE-3D" shash="NTha9b2ZgjdM2ReKJkR/GYx/FBFpqtzK/DEg2uy4C0bUp6vsOF3SK7zWBXG77A5i4EqtB5E/GoNeYED4YQRt4fP2Jxxlpj5G4VNg8eSipXt3tZF7vWKAvek+48V+PzzuUjGEXc0lFgor7KvtjIqAopzlIzDyYtisDCaAbiVeJFU=" target="_blank">https://pubsonline.informs.org/toc/ijoc/37/1</a><o:p></o:p></p>

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<p class="MsoNormal"><b>Note from the Editor<o:p></o:p></b></p>

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<p class="MsoNormal"><b><a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2Fc0OY0z7YmaZMMTIl3Yb7lNOJ2f-2BlVg2raJMsWn9DpFtzwogFAWFWtwXVQSAwH9xSPcvu_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiICD6ZsXqC2qiTrYVruSo7zY3KLuZwQSCDzY9yh6Nk-2FE-2F-2FGZEaQJ8XdWVhU2e0ory9TiY22t0akdf-2F9JYKDfzA8hb7KcsRpsp5zYNlzX-2FcoSHupKI07iplU9hChup8MryvspiRIqo5TBDy61qFsfkdV52FJ62OhIR12CrxdKdjV-2BGDLDf4-2BZIYpIruvVPJFLYo-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703693837679%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=AShbJ%2BxUsoUQiqyhfkciwhrmX95fg%2FMDp1lmWK9eQcg%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2Fc0OY0z7YmaZMMTIl3Yb7lNOJ2f-2BlVg2raJMsWn9DpFtzwogFAWFWtwXVQSAwH9xSPcvu_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiICD6ZsXqC2qiTrYVruSo7zY3KLuZwQSCDzY9yh6Nk-2FE-2F-2FGZEaQJ8XdWVhU2e0ory9TiY22t0akdf-2F9JYKDfzA8hb7KcsRpsp5zYNlzX-2FcoSHupKI07iplU9hChup8MryvspiRIqo5TBDy61qFsfkdV52FJ62OhIR12CrxdKdjV-2BGDLDf4-2BZIYpIruvVPJFLYo-3D" shash="MPyX57LBmqDH9ZK9J07pdJCSJL0dDDWq34PPp2dEvmVEkpvQv0KftslNkxjAgXZrQp7N3H09qIO1W468Zv5/VsdD8CHTAyCAdc/fC2GhBr1a2IHSdasxKnQZVK2yqYkPw+txW6HINCQ9yj59/OUiBcmV1Ga9zzdDpMK8L9kKcPQ=" target="_blank">Note

 from the Editor</a></b><o:p></o:p></p>

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<p class="MsoNormal">Alice E. Smith<o:p></o:p></p>

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<p class="MsoNormal"><i>INFORMS Journal on Computing</i> Volume: 37, Number: 1 (January-February 2025): 1-1.<br>

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<p class="MsoNormal"><b>Introduction<o:p></o:p></b></p>

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<p class="MsoNormal"><b><a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2Fc0OY0z7YmaZMMTIl3Yb7lPscOEy6Qhf-2B0N3Rlbl-2Fl76T60zmdD-2FzKgLbvDoKCwrJkxTY_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiLIZTF5WGLHaWMCalcqP61N1IbVGlHuqfuwzrBebrI70E3auGnJ4eUJL8KS4RLq0yDJYz7KJ2ZMG1y7XPVsGDfiy3DfYEkpG-2F1DEjahp5dBGGxOTIORT6AjNVw0xzTF4Fz6fRR2IXsJIgD-2F1yYmlnc-2F-2FuqAWtbIWnQnlqoYgLxskZa-2FfBFCHSxM3JKEvT1kX-2Bk-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703693899947%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=udSpSw4Nj9dfG3DnkZKwwnX08SFKDYyOFo%2BtwdP8IkM%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2Fc0OY0z7YmaZMMTIl3Yb7lPscOEy6Qhf-2B0N3Rlbl-2Fl76T60zmdD-2FzKgLbvDoKCwrJkxTY_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiLIZTF5WGLHaWMCalcqP61N1IbVGlHuqfuwzrBebrI70E3auGnJ4eUJL8KS4RLq0yDJYz7KJ2ZMG1y7XPVsGDfiy3DfYEkpG-2F1DEjahp5dBGGxOTIORT6AjNVw0xzTF4Fz6fRR2IXsJIgD-2F1yYmlnc-2F-2FuqAWtbIWnQnlqoYgLxskZa-2FfBFCHSxM3JKEvT1kX-2Bk-3D" shash="dunYBIxw/HYRgTLP4N4rIERizVwSuR/nGALi3TCcXmTAimGYLDWOzyfrRomlkqCJsy9unc7MAnJJnhrRlfDAsnCgfXSZkqYO2cRNweZ/El68iId2UVT49ujbTJAINLsX4Km4MGYsRLdeWXfLpD+oGTm0v1SXXKQBrLDc28b0R9U=" target="_blank">Introduction

 to the Special Issue on Quantum Computing and Operations Research</a></b><o:p></o:p></p>

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<td style="padding:.75pt .75pt .75pt .75pt">

<p class="MsoNormal">Carleton Coffrin; , Elisabeth Lobe; , Giacomo Nannicini; , Ojas Parekh<o:p></o:p></p>

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<p class="MsoNormal"><i>INFORMS Journal on Computing</i> Volume: 37, Number: 1 (January-February 2025): 2-2.<br>

<a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2Fc0OY0z7YmaZMMTIl3Yb7lPscOEy6Qhf-2B0N3Rlbl-2Fl76T60zmdD-2FzKgLbvDoKCwrJKwy7_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiIBMruEqXrry6aY4ZVj4TNgQsy7AMersy3Bxx6bjuwD3mD4SrC1CfmLiD80hNdJgWC9SHqUvH5EZEcv3MOqV4lhMdQHoFCM7M4sgGGR2hmVidUUCnnocztEau0iLXSWVQVYRZNtzysD4vcP8yCkFMTcQDKvLBtAHgGKMSYerVOUj0AB20oueKdfHZc4HI4EaiA-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703693915523%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=sNaeHqN4%2FEvha9wzvPxgF73wwj%2FztU5EwXvzSLSJVS8%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2Fc0OY0z7YmaZMMTIl3Yb7lPscOEy6Qhf-2B0N3Rlbl-2Fl76T60zmdD-2FzKgLbvDoKCwrJKwy7_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiIBMruEqXrry6aY4ZVj4TNgQsy7AMersy3Bxx6bjuwD3mD4SrC1CfmLiD80hNdJgWC9SHqUvH5EZEcv3MOqV4lhMdQHoFCM7M4sgGGR2hmVidUUCnnocztEau0iLXSWVQVYRZNtzysD4vcP8yCkFMTcQDKvLBtAHgGKMSYerVOUj0AB20oueKdfHZc4HI4EaiA-3D" shash="ijqMi9xvNUK2R8fqbQjBVLGsPCL6b/svjcoUIZLgVqyKseqI5du2tVm8/usFwBk7+Gm+uiu0+cbXyouiVu3MOgQ5PsbIGjQJO19kM+v5QlWZD1DxNf7WFHmD4tbABZ2N4KDnZ/pm2ttBGe/4aafPJ4+XrONLjLvH+CdHf5TjD40=" target="_blank">Citation</a>

 | <a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq6139VIZxdyVHv7hQPAnd34VGeHd-2FJhjBzeiXjRrGWuCjZxSw4ydSwRrStvO1oV7ks-2F-2Bx3GY0fAOyWPhpJegocmGQp0r_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiIhQ99ucrZihE3lifn7Zcn7m7239h38lwYo8nHAvepyp3WVlLB5ihLja4tCcuLMSasLyYYoRskbxlCTNItc4P93T-2FQ32ZDyoe6HWsrHHyNN0cAMj149InL62kmHlj-2FUmiPqkUioFCR81I4-2BTm18-2BXgx3W2FxoAfWra75EzMJoHmxNlmVSNT-2B1G6YwQ3Hw3s8Uw-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703693930247%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=7OnCgxWN0UG%2BYAmah4Ac13MWZvwE%2F5cXQstZhXF5mBg%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq6139VIZxdyVHv7hQPAnd34VGeHd-2FJhjBzeiXjRrGWuCjZxSw4ydSwRrStvO1oV7ks-2F-2Bx3GY0fAOyWPhpJegocmGQp0r_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiIhQ99ucrZihE3lifn7Zcn7m7239h38lwYo8nHAvepyp3WVlLB5ihLja4tCcuLMSasLyYYoRskbxlCTNItc4P93T-2FQ32ZDyoe6HWsrHHyNN0cAMj149InL62kmHlj-2FUmiPqkUioFCR81I4-2BTm18-2BXgx3W2FxoAfWra75EzMJoHmxNlmVSNT-2B1G6YwQ3Hw3s8Uw-3D" shash="BJ3cJEL0yGcazmOb3FmynH4ju0SosHCS+oZSn+SBR5gWx1ClueUFxmz5PudclviF8rOZBxsSZlZ5VCjSVS9563QA85DhBqotL3cV5EYJPZXs3W0rHNTVORRnzUB/BwZv8jg7gx/ECa33jKG45y5Rehz41ZZMb8LZHv7DVjyfNxg=" target="_blank">

Full Text</a> | <a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq63VBs1vkv-2F0bbo5WTP0CtXVKkEN5N2bMbd4mLtdmr1zcmJYsaS8JXddMyveSOQTj0zWSPFApIfXu4-2By9eiOQ29bWuE3_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiIaZTqTJqS-2F8XRKWqaKDxQDpDCThy9QPT4-2B597rHolhZ87vdCrsqdxL5UtYadq7wTdPAFhMsfRMtsdNf4vFAcD9Gy5ePQKdNfX1sAtE6Sj31ZBcjiC-2Bbg2oot2j40Grpp4ZZqEJPw4DPA3JELyPm4YDQsQCsVlNGioZVO8R-2BtwrOPch5TwSEciUQnjw6-2F8UgNQ-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703693944402%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=5lRmTMnFMmV5NM%2BoAqKK%2Bjk3qoo6MewRDGhcXfwFlBg%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq63VBs1vkv-2F0bbo5WTP0CtXVKkEN5N2bMbd4mLtdmr1zcmJYsaS8JXddMyveSOQTj0zWSPFApIfXu4-2By9eiOQ29bWuE3_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiIaZTqTJqS-2F8XRKWqaKDxQDpDCThy9QPT4-2B597rHolhZ87vdCrsqdxL5UtYadq7wTdPAFhMsfRMtsdNf4vFAcD9Gy5ePQKdNfX1sAtE6Sj31ZBcjiC-2Bbg2oot2j40Grpp4ZZqEJPw4DPA3JELyPm4YDQsQCsVlNGioZVO8R-2BtwrOPch5TwSEciUQnjw6-2F8UgNQ-3D" shash="YfSPtWby3qtplBwla4fjvr9k2NG1ajrP3fHbuw4oXezzvTSvyaZ1b7LQtfmyW2eL8y2oxoRaU2i6V8SOuEUBe9ll+Kn0/6qvrECsdC5+OJiOQLeYDDczeXzG47CqRSPUR5oxAe8iXkndS8YolG6Wrygl+9aNd5zJXqsKuxgV7Ns=" target="_blank">

PDF (592 KB)</a><o:p></o:p></p>

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<p class="MsoNormal"> <o:p></o:p></p>

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<p class="MsoNormal"><b>Research Articles<o:p></o:p></b></p>

<table class="MsoNormalTable" border="0" cellpadding="0">

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<p class="MsoNormal"><b><a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOUzgkgxuATzcgkvQO2n9rv7FjvXLLvJ9zGa7UyFvDwB5H-Eq_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiJsQ61KiathFtiocylLI4IX8Ca9aSzLevAwveEHNcNs6zT1ux-2B8yjKOIfF0k5BC5G5sOwGJQFUBr2Jh6dZRvMM-2B8EVG-2BV0ZAQFkhU-2FIcH0Vgzq0Kng7fLGiC-2F91bguLYlnv4nL-2FtnQo4i2pih0iqH6kG3K4wz6bzFuNVpGe4I1ItT7C9SDCt5-2FPlpYNQIKK3EY-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703693957260%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=nvZzn63q3V4Y3JYLBfjzIrX%2FZ92HeOJTSlj4eHEb6H8%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOUzgkgxuATzcgkvQO2n9rv7FjvXLLvJ9zGa7UyFvDwB5H-Eq_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiJsQ61KiathFtiocylLI4IX8Ca9aSzLevAwveEHNcNs6zT1ux-2B8yjKOIfF0k5BC5G5sOwGJQFUBr2Jh6dZRvMM-2B8EVG-2BV0ZAQFkhU-2FIcH0Vgzq0Kng7fLGiC-2F91bguLYlnv4nL-2FtnQo4i2pih0iqH6kG3K4wz6bzFuNVpGe4I1ItT7C9SDCt5-2FPlpYNQIKK3EY-3D" shash="wQAwbgNQIki79V1PxKMatrRCyPr1oYI7KPoVzlg7UC4v9KxlE3kZAoPIG3ZMMNFko8s4BHFPl0Lcoo/VZrP00SbTXv+s9QZ7iXJnaJwK4D8+klhOhGLNItsCmAH6MByTvyAF0w9kGNwtsYrxeoxjE0ZrHpMH4j4IAuT3oYOfDkQ=" target="_blank">Efficient

 Implementation of Interior-Point Methods for Quantum Relative Entropy</a></b><o:p></o:p></p>

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<p class="MsoNormal">Mehdi Karimi; , Levent Tun�el<o:p></o:p></p>

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<p class="MsoNormal"><i>INFORMS Journal on Computing</i> Volume: 37, Number: 1 (January-February 2025): 3-21.<br>

<a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOUzgkgxuATzcgkvQO2n9rv7FjvXLLvJ9zGa7UyFvDwB54hEq_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiKOhT9fng0SU-2Fp6iMi-2FnnEpyPTwMqKFaXD4mfzb3zQKA7nvS3M5Y1iteOBCz9B8alezBSRwKA3B1amXAUYgHxj76Zcc97H2wA5D6lmiIK43ujz5pbAxWYVa5paHSHCP90c3xqdu7Vr3MHYPfscagyY-2FZDdnr8OsHt-2BTzJ0aF9PGahwChXLdRNP-2FrgQdmJFqzXE-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703693970338%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=OtxbLqF9RRcEfnSTIDgS9ARqzBiIFyPX%2FKl%2B3SrV350%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOUzgkgxuATzcgkvQO2n9rv7FjvXLLvJ9zGa7UyFvDwB54hEq_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiKOhT9fng0SU-2Fp6iMi-2FnnEpyPTwMqKFaXD4mfzb3zQKA7nvS3M5Y1iteOBCz9B8alezBSRwKA3B1amXAUYgHxj76Zcc97H2wA5D6lmiIK43ujz5pbAxWYVa5paHSHCP90c3xqdu7Vr3MHYPfscagyY-2FZDdnr8OsHt-2BTzJ0aF9PGahwChXLdRNP-2FrgQdmJFqzXE-3D" shash="YHPRuwEoElNROiwwbUvXtodamBxhtBYNXJguTWSnZlo/PrfmKF/GqrOPEMnTUOGtR50lA4E9y5SC4r9o8QdE2zGJJVapvPHaClfLnFrYOb3NgSgWMXMtP620KH8At42ENrnXN3vbtlRTdUuOIuZbuRZXXnEjoWD/gv0ahi6hKRM=" target="_blank">Abstract</a>

 | <a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq6139VIZxdyVHv7hQPAnd34VGeHd-2FJhjBzeiXjRrGWuCjViI5F1F-2FL759evaSyb79IvrasgeJsHygNtDvhaXhgfffWNt_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiIhrJM8pAqxVH8sFP0Qsy-2B4r8eyLfyeV-2B-2FgxJzAgE8GfALsaKfswlvdS-2Bw2F37iHZH1aPrHFYotGd-2FyfAb9lqj9KQbgkl6-2BikzRBVd1Rqo-2FT3IniKOYaQVWG-2BKP8vfBBsfN7U8Kj5yEqMjC7-2FM8GjK50Oy8umbeZ2A-2BOoOgeWqMoz2onEsKQprygutCLFhUdMQ-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703693982718%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=XxmAXLtcGjIvXATQxSpCIvZgZVNvfEZYRf3e1NQ2Els%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq6139VIZxdyVHv7hQPAnd34VGeHd-2FJhjBzeiXjRrGWuCjViI5F1F-2FL759evaSyb79IvrasgeJsHygNtDvhaXhgfffWNt_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiIhrJM8pAqxVH8sFP0Qsy-2B4r8eyLfyeV-2B-2FgxJzAgE8GfALsaKfswlvdS-2Bw2F37iHZH1aPrHFYotGd-2FyfAb9lqj9KQbgkl6-2BikzRBVd1Rqo-2FT3IniKOYaQVWG-2BKP8vfBBsfN7U8Kj5yEqMjC7-2FM8GjK50Oy8umbeZ2A-2BOoOgeWqMoz2onEsKQprygutCLFhUdMQ-3D" shash="qomQ/S4exheZqN2uPjYq5HrfOo6oHGIQmLqNvC5Gw1pYSLgspShDZomgsB2KTZtpKS+Tz1m5Pu8bxN/xtxYT9IDdN+oX7YhldwGPvQeWrlUw2eFy6afXrt19E9fOJqSBtOaHgBdLN3UMBGDhHutgKoJxJyWsS7xRWFRwuFA2c04=" target="_blank">

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PDF (2540 KB)</a> | <a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq613vk3suRdR395qEGFbTEpNQmsOhQ6JIQAnwO6gzKIj8s9KI8YEMKDFiKwRz-2B-2BapiRr6YjF8TBgKsEzbUIUWaY8GnBB_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiLDweyr6IuW2zoMJoCe-2BOuXtJF4X-2BUtc7U76G4fGLmsG2rTjRr1LN5ANO-2FPVk4H6Ur8mLovgnwXy4K8-2FZ5kdjhinSySQrBMN-2FN9hoxWZBVsz7E6wGltpLQK1bF59tbNc-2F67jIlSO8zO69B4oH0mMF-2BHKxUnRlXyoci37ghF5XtWa8PEEecdaWIJ8AoNWQUYC-2Fw-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694010995%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=YIueLp6mfUwjQQnaLoWuWfhzoI%2B%2F4rvlK2qRXLruH6Q%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq613vk3suRdR395qEGFbTEpNQmsOhQ6JIQAnwO6gzKIj8s9KI8YEMKDFiKwRz-2B-2BapiRr6YjF8TBgKsEzbUIUWaY8GnBB_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiLDweyr6IuW2zoMJoCe-2BOuXtJF4X-2BUtc7U76G4fGLmsG2rTjRr1LN5ANO-2FPVk4H6Ur8mLovgnwXy4K8-2FZ5kdjhinSySQrBMN-2FN9hoxWZBVsz7E6wGltpLQK1bF59tbNc-2F67jIlSO8zO69B4oH0mMF-2BHKxUnRlXyoci37ghF5XtWa8PEEecdaWIJ8AoNWQUYC-2Fw-3D" shash="IBDv2zoAj8TlfPQEqJco75gSC993XuITQ9Kbhj1x01fMkD6M//pNcSrKTJOwgjvRsLVYLlsP+nuDQYjA+LxNNvsyRqsfgcu4zUxBHuidEMXEzrJ9x7PQ8WO68NgelcNb5TcRAgYX2XQmO8Vlxefel8KQCLe0kYZZnNhKM3ZpZaU=" target="_blank">

Supplementary Material</a><o:p></o:p></p>

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<p class="MsoNormal"><b><a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOeKg55snc0Rur357kUjyo1v1-2BMC-2ByBPXEWeD80gAbvjMJr_T_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiL-2Fi3OC2H31FQuQUs85zZxKMp12nUm4Ofx1DwjCkK9vRv1HrPSNbSPFba7zGaApuszaIWXJvyi7dWp6vNOT0JRMLDmLHIOrkaYZgIuN5pfColX2biDZQswPRf1fTALamiz-2BzxOHAw-2BX4c9C8b8StNqQVvumgPC-2FYognfbObnoivQdcZrkh9zAQP-2BltktgGg-2FPg-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694024052%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=PW4oGGKv%2Bt41DgjuFyltzSDZ103kNpRMAD6PvU16l6w%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOeKg55snc0Rur357kUjyo1v1-2BMC-2ByBPXEWeD80gAbvjMJr_T_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiL-2Fi3OC2H31FQuQUs85zZxKMp12nUm4Ofx1DwjCkK9vRv1HrPSNbSPFba7zGaApuszaIWXJvyi7dWp6vNOT0JRMLDmLHIOrkaYZgIuN5pfColX2biDZQswPRf1fTALamiz-2BzxOHAw-2BX4c9C8b8StNqQVvumgPC-2FYognfbObnoivQdcZrkh9zAQP-2BltktgGg-2FPg-3D" shash="KO3rZsv9L+3Li5MUw/0qLfPpAta7lQYoaDJzu7TU3pMfCD+/sejrtlHf7OzM+oaF2s2vQeQw+PKJu1dGLtVGctFOpedCi/6ozQum7SOUimIrODa3vcm0Fcwdd5A8rzVlh7tKY1PlFw5WL+8Bpv2MOKjQgIEBScVDYOKyjnSVwOw=" target="_blank">Optimized

 Noise Suppression for Quantum Circuits</a></b><o:p></o:p></p>

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<p class="MsoNormal">Friedrich Wagner; , Daniel J. Egger, Frauke Liers; <o:p></o:p></p>

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<p class="MsoNormal"><i>INFORMS Journal on Computing</i> Volume: 37, Number: 1 (January-February 2025): 22-41.<br>

<a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOeKg55snc0Rur357kUjyo1v1-2BMC-2ByBPXEWeD80gAbvjMk963_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiIJqbE0f3DAoOMEfywdsvnHYOCv1YbT60-2BguNPwaDYINIULdPazmaaW8gcBw4P3ZngZXQm3eNLGxozcoLpciybhtEdIqSwzjhWdhmUC4NWVctbaCh8ntxtvSTE0f9dTry4cnXyubYM2cfnWMc89lm-2FrYhzZvdiwVOqNi2hvpyE3WmU-2B-2BiLiGKFQSv4WS3qO5Co-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694037127%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=yPDljrll1p2LYrMb4VIwuECgrQoT7DqaQxGsRVfqO6I%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOeKg55snc0Rur357kUjyo1v1-2BMC-2ByBPXEWeD80gAbvjMk963_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiIJqbE0f3DAoOMEfywdsvnHYOCv1YbT60-2BguNPwaDYINIULdPazmaaW8gcBw4P3ZngZXQm3eNLGxozcoLpciybhtEdIqSwzjhWdhmUC4NWVctbaCh8ntxtvSTE0f9dTry4cnXyubYM2cfnWMc89lm-2FrYhzZvdiwVOqNi2hvpyE3WmU-2B-2BiLiGKFQSv4WS3qO5Co-3D" shash="aAtbBsgEN3w2kpmwJgG+fn1A04W5pJwrrJxouZxXKg+TTcez5ZPKCTwrWlLtoTIep7oXYXyxF/Le5UHrKryk/Ytcym+9183RQVHPPupkqkAeKawZVJJl5l1LHUrqk3ob9SfsTvspIwEwkK6T7tKsTu87HfsfcMCKrrddROgmukM=" target="_blank">Abstract</a>

 | <a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq6139VIZxdyVHv7hQPAnd34VGeHd-2FJhjBzeiXjRrGWuCjf-2Bi1mukKZH87uOLlkT6Orjia60n8sZVc7FIiLK6USZqVLNt_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiKiBaVz2VLTcLev-2F8Q5KSarnY-2BNsH-2BIssMRhVcYUbYNm8eFTs-2BImKxdHQ-2BBhZQvaEkzdioZKJVNrawiLbQ8u5bZJadXJUNKSRPNqtRFGnKLN2W33qLVlHzNBoHDyH4Y3fixq7dHo4yoK1OVeyBc9R9IUdMAfCRzUX4UWBdTXzPZfO83FRtQFeM5iV-2FNkUy1Cms-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694052877%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=5rz4EILniklD%2BWPocvf5MYbfGSr2OoOIzP1CbXr59WY%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq6139VIZxdyVHv7hQPAnd34VGeHd-2FJhjBzeiXjRrGWuCjf-2Bi1mukKZH87uOLlkT6Orjia60n8sZVc7FIiLK6USZqVLNt_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiKiBaVz2VLTcLev-2F8Q5KSarnY-2BNsH-2BIssMRhVcYUbYNm8eFTs-2BImKxdHQ-2BBhZQvaEkzdioZKJVNrawiLbQ8u5bZJadXJUNKSRPNqtRFGnKLN2W33qLVlHzNBoHDyH4Y3fixq7dHo4yoK1OVeyBc9R9IUdMAfCRzUX4UWBdTXzPZfO83FRtQFeM5iV-2FNkUy1Cms-3D" shash="TwHRAoOQvGRlMNT3uVAw7yZyE4eagHjnLD8n0vhjT3W6AWHSe2omI1VeALzgNs5pvAtFeNioDIfGkiiXKRWNj76BiQivaniwui2nMldNZTY6tgtas/vF9VXNVEfWzvGdFJe2xLM9+3N6ueXKIeQRNcMHwORbPVSN/6LLRFSsQPk=" target="_blank">

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Supplementary Material</a><o:p></o:p></p>

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<p class="MsoNormal"><b><a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOdrxap0H9PoGqVCBv-2FW2UBG-2F4MNoWKwxhBmfhH2MT-2FZj-85O_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiLCBTP4-2F2CRxF43iuswVA25qOJ5-2F1HKpnB7NKKzvOjObnujOExsM8jnVrCJDMT2RPzGdxGCKyl327GbnfVDkx7J-2B7D9FRy9-2Bhm95CnNsI2NjbrbUoeEeFGRhW5mK0fx0HCTIhgyK9vv6CpzF6hTDHoYFh2dPlxGTImQMzt107tNss-2BHm0jl3Hnittd2LlAZUHc-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694093051%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=YA8gm6C81B8sq1%2BqY05HE9L4bVg4MjshoBJ8akd5%2FDc%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOdrxap0H9PoGqVCBv-2FW2UBG-2F4MNoWKwxhBmfhH2MT-2FZj-85O_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiLCBTP4-2F2CRxF43iuswVA25qOJ5-2F1HKpnB7NKKzvOjObnujOExsM8jnVrCJDMT2RPzGdxGCKyl327GbnfVDkx7J-2B7D9FRy9-2Bhm95CnNsI2NjbrbUoeEeFGRhW5mK0fx0HCTIhgyK9vv6CpzF6hTDHoYFh2dPlxGTImQMzt107tNss-2BHm0jl3Hnittd2LlAZUHc-3D" shash="tAC1Pocc2taRJHewo3L07aLJeLwhts2v4R0ErF09juzx9rNpTk/xtzl21k9nP5jncG9pztV9N4FVFy/csOI9SwoqsgAk61+y9W2WhBkqK9kG7GezaWmOz7t1g4pKKDyWi5n2qMH05ZjnG4xze5ooLFwK2kNO7FHdeFiOteDE2M0=" target="_blank">A

 New Multicommodity Network Flow Model and Branch and Cut for Optimal Quantum Boolean Circuit Synthesis</a></b><o:p></o:p></p>

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<p class="MsoNormal">Jihye Jung; , In-Chan Choi<o:p></o:p></p>

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<p class="MsoNormal"><i>INFORMS Journal on Computing</i> Volume: 37, Number: 1 (January-February 2025): 42-62.<br>

<a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOdrxap0H9PoGqVCBv-2FW2UBG-2F4MNoWKwxhBmfhH2MT-2FZjvA72_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiLDWqGMa3yZ-2Ff-2FbRb-2BfH1lTAoCwQUKKpMMpprl7E-2FXKtpRPmnKb4uR9IYDXSihkJK2dMKO5ocOqV4sGYsrhU-2FGEZRG1ZeL3Xf2zQelLdCnDXYnbVZnNU-2FTdVjdw-2ByeOkftpo1Nq9k-2BcOHsLX-2Ba1Bb-2FLPI0gAKkJNX-2Fh6q1ZlidyIddKHDZgRdHuohdwA8OnARM-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694105594%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=zZXG2C1R%2FhCmI7QLS%2BnoEU2h8cnZkyuC9ew9GLTctd8%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOdrxap0H9PoGqVCBv-2FW2UBG-2F4MNoWKwxhBmfhH2MT-2FZjvA72_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiLDWqGMa3yZ-2Ff-2FbRb-2BfH1lTAoCwQUKKpMMpprl7E-2FXKtpRPmnKb4uR9IYDXSihkJK2dMKO5ocOqV4sGYsrhU-2FGEZRG1ZeL3Xf2zQelLdCnDXYnbVZnNU-2FTdVjdw-2ByeOkftpo1Nq9k-2BcOHsLX-2Ba1Bb-2FLPI0gAKkJNX-2Fh6q1ZlidyIddKHDZgRdHuohdwA8OnARM-3D" shash="S8DLG6XSWNnMMSF7l2Z+t0eZgo8OqjlqGIdeRtfDGfkFGn2QucBEmEPhY4D1lGnK8dIxVHO5SzZd5hNvq1btNKRkyPNClYhzOHt8UKNXju7/1OkaWvZzZxb+/IRcf8OZ9J/fVb/mPeMdHbrORnDoqFe4Rf8Ag0xJI/odJpjMaNQ=" target="_blank">Abstract</a>

 | <a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq6139VIZxdyVHv7hQPAnd34VGeHd-2FJhjBzeiXjRrGWuCjbbUPVtL8Lmfnv6A4pwZmn8AD-2FrX6dmAnGIBZvdpVZ8DeuOh_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiIakioSgk8WgOyXF7oV8HN9xuWgiYSFB0aIRgwnwr3up5SihJ0m51G451jEfTZWy-2FaQjMtvKzPbaKweKTZu-2FxEyqWB0KOe4oZ1nFNhSixg7fPI2hefUN-2FH3jqEoD12uZjglLngty1kssvSfesrGtKnu3B557vCQJhHcAXAwgSxwoe1cMNgJb5hY1BlhfuPhkKQ-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694117901%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=aWWnpKQTB6kQP%2FcjiclxSa6U1RMiH%2FFV4D3wcDTWNzs%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq6139VIZxdyVHv7hQPAnd34VGeHd-2FJhjBzeiXjRrGWuCjbbUPVtL8Lmfnv6A4pwZmn8AD-2FrX6dmAnGIBZvdpVZ8DeuOh_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiIakioSgk8WgOyXF7oV8HN9xuWgiYSFB0aIRgwnwr3up5SihJ0m51G451jEfTZWy-2FaQjMtvKzPbaKweKTZu-2FxEyqWB0KOe4oZ1nFNhSixg7fPI2hefUN-2FH3jqEoD12uZjglLngty1kssvSfesrGtKnu3B557vCQJhHcAXAwgSxwoe1cMNgJb5hY1BlhfuPhkKQ-3D" shash="hT8wll9a6Z8nQEyZXABpyi1vkujOSdRO/BysHfZ3GEkmtlbe4qxkoy8HX9q0al/YxgoXwLLMF0rfodEnK2f0VxiypuOOnNszlIK7WrLT+oM1wCUn59kRoXCC1EZOe6PzlidJYqMvCab1mvipN7RwzhmSMc646u/oIL/vMufFoz4=" target="_blank">

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Supplementary Material</a><o:p></o:p></p>

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<p class="MsoNormal"><b><a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOSIeoX3DsDiP1LGHV6jv2FvjbhUQtU8kMpFJ0TttKI102hTD_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiLdMC-2Ft0iQgPiWxfkk12vuYZ5q7pL51ZtAsxcw0Z6A5lJAhSGjEbwe4Br7ap6Uuc6zXzhEBnXp4KHm7A-2FICyiX-2BNC4iJAAWZsDhygjnzcF-2FTgWG-2B-2BnHQ3mZKqthKzE6rFHd77nFQvDeA7ahKyKnz3W2iF1o4H-2BvAQuS-2FkLwKtsro6J-2FBDFFcMyaNG16xZRbR-2Fo-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694155086%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=G5P%2FUbLPZV2s2x4xIDSmNZ4wkgK3XxKyc9OCuWWBK9I%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOSIeoX3DsDiP1LGHV6jv2FvjbhUQtU8kMpFJ0TttKI102hTD_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiLdMC-2Ft0iQgPiWxfkk12vuYZ5q7pL51ZtAsxcw0Z6A5lJAhSGjEbwe4Br7ap6Uuc6zXzhEBnXp4KHm7A-2FICyiX-2BNC4iJAAWZsDhygjnzcF-2FTgWG-2B-2BnHQ3mZKqthKzE6rFHd77nFQvDeA7ahKyKnz3W2iF1o4H-2BvAQuS-2FkLwKtsro6J-2FBDFFcMyaNG16xZRbR-2Fo-3D" shash="o+vkIebxQC3uHzTF9OdjmxW+3v35vgaU3ICcdcJv5bhSg7X6DwF3v01clRa9sBkIvxe3I1vwD9HVVu4zbZvd34kr5f/mx5hOK1NmQKZLdYD1uc254PGA/2YBwZ5VkmTXyDBXwnLk8jZgUi1IiPBuMx8X+rsP1MwkZOQkiOePQT8=" target="_blank">A

 Novel Noise-Aware Classical Optimizer for Variational Quantum Algorithms</a></b><o:p></o:p></p>

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<p class="MsoNormal">Jeffrey Larson; , Matt Menickelly; , Jiahao Shi<o:p></o:p></p>

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<p class="MsoNormal"><i>INFORMS Journal on Computing</i> Volume: 37, Number: 1 (January-February 2025): 63-85.<br>

<a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOSIeoX3DsDiP1LGHV6jv2FvjbhUQtU8kMpFJ0TttKI10c0E6_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiKYcPUyvKY5i5XUhHguENA8QTAcLL55NSk9fwl6gGtRqwwhe5s0SK-2BWgE31HP1upze-2BCPkbIVYwakmzXod5Q8y3zlkHJbNsJodw-2BplcmL0s3AdT5iGX4rTswmn5ERFS5eKQ9943KUqrMMfoKIxBsvbbRd7rfRI5kav36fnuYOaaN9k6XbVKtBg21fajGJf2l9c-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694168013%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=nmehlOUw%2FfUiTUOLO59iYVY56nI0BJyxs%2F6Sk%2FaDzLM%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOSIeoX3DsDiP1LGHV6jv2FvjbhUQtU8kMpFJ0TttKI10c0E6_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiKYcPUyvKY5i5XUhHguENA8QTAcLL55NSk9fwl6gGtRqwwhe5s0SK-2BWgE31HP1upze-2BCPkbIVYwakmzXod5Q8y3zlkHJbNsJodw-2BplcmL0s3AdT5iGX4rTswmn5ERFS5eKQ9943KUqrMMfoKIxBsvbbRd7rfRI5kav36fnuYOaaN9k6XbVKtBg21fajGJf2l9c-3D" shash="o8yYq3+Ihv4uctQwc5BUUqLxBKv5sxX/A16iwIxaeEsOsGKanGZSnWAzp1K3C0lIYMUS8xHmdcHObBxKBzojeZNqLA4JKOIQWySmw8l+qX/6igw7fp10aS5eGBYhOwwMIoVdUMVM2oa7omr1y0ajc9fHSky6Q9hBgklkEBVz5/c=" target="_blank">Abstract</a>

 | <a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq6139VIZxdyVHv7hQPAnd34VGeHd-2FJhjBzeiXjRrGWuCjdZnNMOrc8CDOfbD7smy-2BYw57-2BsRxMiXnczudHXsFnAKawXj_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiKVwjTzqXNWzHhUfNd-2BztSIDJco-2Ba0dVeJ0bUKTPggHmPu8mj8i-2BJDZ-2BEXMrb2s058CuTNnulgsGPegHYRuu7vYg3ovtadBKVsQxvu7jaZVHTnUqPu3nxovMFpi78lewYvLZ48TfTpkmNGaZDjhiMZ3xlGh-2B3lx3eNf1KM7es-2FynxPKseLV0KW7jxHihqXdA9Y-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694180784%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=s%2F29c6j9SLpXo8hr96Q%2FkLsmN8JD1LoQm01pNOvm3FQ%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq6139VIZxdyVHv7hQPAnd34VGeHd-2FJhjBzeiXjRrGWuCjdZnNMOrc8CDOfbD7smy-2BYw57-2BsRxMiXnczudHXsFnAKawXj_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiKVwjTzqXNWzHhUfNd-2BztSIDJco-2Ba0dVeJ0bUKTPggHmPu8mj8i-2BJDZ-2BEXMrb2s058CuTNnulgsGPegHYRuu7vYg3ovtadBKVsQxvu7jaZVHTnUqPu3nxovMFpi78lewYvLZ48TfTpkmNGaZDjhiMZ3xlGh-2B3lx3eNf1KM7es-2FynxPKseLV0KW7jxHihqXdA9Y-3D" shash="QNGfh0lYGIKorzyXnK+hkxXbuwAIBNJxHJ6Ymi3CGwsq5hKEtqiibwz26Sp1LFclNFK3y0SJfMwfFFOz99hptDbO2qvYc3ja3fh/iGI2tkXpphLhcQh5Fh5KwEsc5TwDc8is2Bxra67Jnf9ktShtEseEoWSDjXKm7VkxPgAXLTw=" target="_blank">

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Supplementary Material</a><o:p></o:p></p>

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<p class="MsoNormal"><b><a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOQJh-2FdgPt48zcpGJEf-2BY4ScgpW1R5kbHbcEwyjloqT7VFbOw_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiL7-2FLLEPRLzt71ipLMn1sYLIY003RmZOYp2V0pwhxHoWAfDGf2Xg3ypmHHp6A54rgCgI-2FFaQ9CBCWwdNRySUMvfZDo-2BqiYzMb-2FeSX-2F941qYCpBt7yyod3TGDv6Msyca8QQikm0RbhK-2BDU0NOshVezUwnG-2BMnI7PYgRwOZqpYBuqalaa6Jx4RoazRIoakPww-2FzA-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694223472%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=bmy%2FsU1cJJJGpiBDJsmRFr2yqTuN398AUi04%2BpGSWZ4%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOQJh-2FdgPt48zcpGJEf-2BY4ScgpW1R5kbHbcEwyjloqT7VFbOw_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiL7-2FLLEPRLzt71ipLMn1sYLIY003RmZOYp2V0pwhxHoWAfDGf2Xg3ypmHHp6A54rgCgI-2FFaQ9CBCWwdNRySUMvfZDo-2BqiYzMb-2FeSX-2F941qYCpBt7yyod3TGDv6Msyca8QQikm0RbhK-2BDU0NOshVezUwnG-2BMnI7PYgRwOZqpYBuqalaa6Jx4RoazRIoakPww-2FzA-3D" shash="R71KSUK3FMmegWHEuLf6/Wx008BO7N39guxe0eRECDRHFd6yUNYsiYQf7y389UTYAEfCo1Ae3v4+xoDufVc0kdreq1BSlLalblnfDZ1rAJGpalMbfNJMaDhbUXwcl1UbfOOyfjzBPz4BSt1OSz8qZvUaH5UsYaKpuSZU499sEl8=" target="_blank">Binary

 Quantum Control Optimization with Uncertain Hamiltonians</a></b><o:p></o:p></p>

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<p class="MsoNormal">Xinyu Fei; , Lucas T. Brady; , Jeffrey Larson, Sven Leyffer, Siqian Shen;

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<p class="MsoNormal"><i>INFORMS Journal on Computing</i> Volume: 37, Number: 1 (January-February 2025): 86-106.<br>

<a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOQJh-2FdgPt48zcpGJEf-2BY4ScgpW1R5kbHbcEwyjloqT7VY24h_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiII-2FdYpnf1pVZNVPvlspK8zEcEx4TR4ZjvWp0pDgCbMvEjJumD6OUfziNXy8opsH0R-2BERIOutCJooakMLzVzX4yF0lzArr6rSTVgS3U8VmcDSoGLOrMgiDvAgPJoZ-2BSoE9mmUhggMcChNnQ8lAfiCiRHdfESS4zM8YG8t4HxPxja-2B8qsku-2FObd8qB7xWk7E9yA-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694236248%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=C5LCZB4guQSc8RlL7NGY%2Foq2mrAOtExqEQY5T8cYTuU%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOQJh-2FdgPt48zcpGJEf-2BY4ScgpW1R5kbHbcEwyjloqT7VY24h_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiII-2FdYpnf1pVZNVPvlspK8zEcEx4TR4ZjvWp0pDgCbMvEjJumD6OUfziNXy8opsH0R-2BERIOutCJooakMLzVzX4yF0lzArr6rSTVgS3U8VmcDSoGLOrMgiDvAgPJoZ-2BSoE9mmUhggMcChNnQ8lAfiCiRHdfESS4zM8YG8t4HxPxja-2B8qsku-2FObd8qB7xWk7E9yA-3D" shash="B7fbCQ1CjIAXya9zFii8B6Z/RSPh8N2+7pKZpJsi1jPK3DlfgKrboBAfc6L4wpIYmZRGbdYPjezAlCPQA89SEz8mMfEjR0G6+8UzIlHtg0188kE3Rr9uPNKB8SsBnnWvUQDsbFgfWGy0Nyxg1KoL4TorEGzgcAUZEQyVfYWhfPI=" target="_blank">Abstract</a>

 | <a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq6139VIZxdyVHv7hQPAnd34VGeHd-2FJhjBzeiXjRrGWuCjSuG0JNF4YAHzlspOGfi0BpKM2VTyIiHKTnnlthY-2BikSQlGd_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiIsZo8nj2aUhmQWygecpaISBspwnUMSnliSRxYK0u-2BqwqQKmTQGZsJRAICLPBUIXdaIHjKV9QSE-2FUNVqf3gXAcYF1qipfjcMxNNS-2BDHsmajeDhEvOoPqi8undMH1yNvHSzbX-2B3q2Xto9j7BETy-2BuA6J65zgmsDPj8tTN4Uf8RndGuChF-2FrZMSvOOV3O1OB-2BQ1w-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694248497%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=NnRo9bgtkTgaY8HnDaxpWSmV7ruOByRcb%2BkidZrVa4g%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq6139VIZxdyVHv7hQPAnd34VGeHd-2FJhjBzeiXjRrGWuCjSuG0JNF4YAHzlspOGfi0BpKM2VTyIiHKTnnlthY-2BikSQlGd_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiIsZo8nj2aUhmQWygecpaISBspwnUMSnliSRxYK0u-2BqwqQKmTQGZsJRAICLPBUIXdaIHjKV9QSE-2FUNVqf3gXAcYF1qipfjcMxNNS-2BDHsmajeDhEvOoPqi8undMH1yNvHSzbX-2B3q2Xto9j7BETy-2BuA6J65zgmsDPj8tTN4Uf8RndGuChF-2FrZMSvOOV3O1OB-2BQ1w-3D" shash="kE3Hc4SEyJJh56cD2YkoryEoTE5vK6IDAYmKH8S055aeYMVmpvM/C/2OT26JMaif0HL0/RTMi2e/ZKNvdH1ykJ9KPngyUXGBR7Oh9cpATYyaGuwQ1KFa3r1mSebygqzARiuCLq7mFsSLKlXRvnY7wcmnFn89udzHnRYIjh5OZLY=" target="_blank">

Full Text</a> | <a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq63VBs1vkv-2F0bbo5WTP0CtXVkXRnZo0D18-2FnF2D-2Fn1sKMmNKpL2ZfpUdKdtMs1C4DQYXNJkoyZ3AScQTxWQTsy7Ywzh-_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiI4gq4V-2F6dwV2QQPI6lkUmXAtP8mqxrUrtYOLA140Wev-2FY8ExLQwRFwf16Z6O9zTWX7l4e9PxtKqT2Qc7nfMZ8PYDiCjdMPalghZmt-2FYsomtnwPswMrJWuYVButZ4a3gRB90BL9VFp7Z0RajG4PPIKIJfqJYtnAHSj42b9aPT3PqguGt97lzbsuuXI18Fh2YWw-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694260872%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=IPsKI%2F9TivnxieHzInBdo%2FXVq7kqXA%2FFcsfu9VpipKg%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq63VBs1vkv-2F0bbo5WTP0CtXVkXRnZo0D18-2FnF2D-2Fn1sKMmNKpL2ZfpUdKdtMs1C4DQYXNJkoyZ3AScQTxWQTsy7Ywzh-_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiI4gq4V-2F6dwV2QQPI6lkUmXAtP8mqxrUrtYOLA140Wev-2FY8ExLQwRFwf16Z6O9zTWX7l4e9PxtKqT2Qc7nfMZ8PYDiCjdMPalghZmt-2FYsomtnwPswMrJWuYVButZ4a3gRB90BL9VFp7Z0RajG4PPIKIJfqJYtnAHSj42b9aPT3PqguGt97lzbsuuXI18Fh2YWw-3D" shash="rud56bQj15+0P7xdXIMTkUZ+31oP70TSMHBq3/UKJEBA7TCnaKl8iuNMuxpO9HAnUUObXURA6c583XSXEP+WxrpExE1A8qXVKAdPRziZfkkkPlgNdDhUXO3xzlVY+mNyNImBCOB4vg5Brr8lhPmNX4ZGgt5z/p98kWJ7545ALxs=" target="_blank">

PDF (3147 KB)</a> | <a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq613vk3suRdR395qEGFbTEpNQmsOhQ6JIQAnwO6gzKIj8tjWKsA9cPobpOlAxCpffoCZ0HochuUVN57yf6cz9k9cSsbt_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiJdIhYNxiDwfkx00rgKU9DpXg9giWbMmbQsDYSJJoWCVD4k6ZX1NxbMVU-2BGPP4aDtHvfeCyu1KjmK-2FvKScxHGm1h7oddrKGF3BFWr5mqC8nm7AEYEfgTr-2ByQ1Wc8rvxmvD4DbsLdM71uhvCZPrk-2Fj8zvCTsMXYURqQKK08vDCArJpFrVFb1Ri1EBm8dfgORQY4-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694273773%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=z3vJ6SRu%2BOjJ%2BREhZgJSph%2FgJWBVBTzNVyXTAXeYSvE%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq613vk3suRdR395qEGFbTEpNQmsOhQ6JIQAnwO6gzKIj8tjWKsA9cPobpOlAxCpffoCZ0HochuUVN57yf6cz9k9cSsbt_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiJdIhYNxiDwfkx00rgKU9DpXg9giWbMmbQsDYSJJoWCVD4k6ZX1NxbMVU-2BGPP4aDtHvfeCyu1KjmK-2FvKScxHGm1h7oddrKGF3BFWr5mqC8nm7AEYEfgTr-2ByQ1Wc8rvxmvD4DbsLdM71uhvCZPrk-2Fj8zvCTsMXYURqQKK08vDCArJpFrVFb1Ri1EBm8dfgORQY4-3D" shash="khQG4Dr3uiBea0Ok/rxCXayTX6sEC3hdKo9GZr4rWDhBrR62qaZAFfzv6iKGqgnZcUPrahPH7NfwZUAtXh9BUc+YgCkhRq4qiksgqNQuepY1gUW9Ae4qUvZEumgS0Iwu96lVMaeKANZjUttZjSZhiEyoOdy3jFW1xSyHPDLSr8A=" target="_blank">

Supplementary Material</a><o:p></o:p></p>

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<p class="MsoNormal"><b><a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOXuxGun0-2B2dOHCFC4gAWRqHk38QJ0jmpROpk1o5Xt7O28Nhj_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiJ9u0cK-2FkUjD-2BCSOkh-2BFWkrZzYIZEkId5-2B9t9-2FGx8NSA2FglHo0yOoEGK1hUqDTb37BnyPEDkwggpPn-2Bfik-2B6ziVfJQNSRFmUbEAc7mUKYOW5-2BI9KaGVxYLP-2FqU2Fz-2F0d6h-2BNC8bwvC529yD5OnpxBem-2BAzPYPgCqrlxkWN5b0KYdJttpE4sKAFfjdz9gvR37E-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694286402%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=eBxnWUW2OiAZBj48TzG3eNB4PmsInVpPiINVrK2TcAc%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOXuxGun0-2B2dOHCFC4gAWRqHk38QJ0jmpROpk1o5Xt7O28Nhj_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiJ9u0cK-2FkUjD-2BCSOkh-2BFWkrZzYIZEkId5-2B9t9-2FGx8NSA2FglHo0yOoEGK1hUqDTb37BnyPEDkwggpPn-2Bfik-2B6ziVfJQNSRFmUbEAc7mUKYOW5-2BI9KaGVxYLP-2FqU2Fz-2F0d6h-2BNC8bwvC529yD5OnpxBem-2BAzPYPgCqrlxkWN5b0KYdJttpE4sKAFfjdz9gvR37E-3D" shash="woWXlD2hNdXLGu7zAXKqKwq7sgzOGMfgP4rPB6g0XPYxHSyrJTib+MCsdr2bkXToR9fvtY5Y15yfKmPGyPgdHeHT2c14S04xkmLzWi4xSSO4mYUJu6Gl9XzrMypz2cyURATD+YBeVA4ae4fZ0/BlVgbUdgOPCgaPgZvcnhyx1I0=" target="_blank">QHDOPT:

 A Software for Nonlinear Optimization with Quantum Hamiltonian Descent</a></b><o:p></o:p></p>

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<p class="MsoNormal">Samuel Kushnir; , Jiaqi Leng; , Yuxiang Peng; , Lei Fan, Xiaodi Wu;

<o:p></o:p></p>

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<p class="MsoNormal"><i>INFORMS Journal on Computing</i> Volume: 37, Number: 1 (January-February 2025): 107-124.<br>

<a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOXuxGun0-2B2dOHCFC4gAWRqHk38QJ0jmpROpk1o5Xt7O2imAy_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiID2nBnkzjLVbhKUSbBqAHE-2FuK4QjauJeeiPiKFrIhBh4HTFFmSJnsRpeo-2Bw7PiQAbqI8z4rAXPoTa8X6Z-2BaHBp4h-2BLT-2FJnTYC6yO2s5IAXKPIVHx2XJb9p1qFcpVyLrc-2B0vurXjnhaIrb6bEfLdF2ZxPq8NrjlJzmvxG98ygY50v7-2BVnF1SMRKmr0hxaNyoEA-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694298836%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=h%2Br%2BtnRQlSkDsVDuSuukCAhq4O7FxQQSgS%2FQ6cwm7r4%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOXuxGun0-2B2dOHCFC4gAWRqHk38QJ0jmpROpk1o5Xt7O2imAy_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiID2nBnkzjLVbhKUSbBqAHE-2FuK4QjauJeeiPiKFrIhBh4HTFFmSJnsRpeo-2Bw7PiQAbqI8z4rAXPoTa8X6Z-2BaHBp4h-2BLT-2FJnTYC6yO2s5IAXKPIVHx2XJb9p1qFcpVyLrc-2B0vurXjnhaIrb6bEfLdF2ZxPq8NrjlJzmvxG98ygY50v7-2BVnF1SMRKmr0hxaNyoEA-3D" shash="Vwt5xdD5wxP70mVabWNsbiVBJBW+YpIAWHzlhHQv68OKka5biXq5hAGzfD0h/haQvYIYsHoJbvSbDifyjpZBt8prHvts8K/I9STpVdMmXnVZULiEaQlzI3BFc2kBiWYKvkBxmRLhayDy8EYfh5fB8hmeGGkCUTF9Izl5xBYQqaw=" target="_blank">Abstract</a>

 | <a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq6139VIZxdyVHv7hQPAnd34VGeHd-2FJhjBzeiXjRrGWuCjdiRUb1aKXAyVm8YsFgot6G2IP33809-2Fca4-2BsJa-2FEbv7VZsB_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiLbSw9rYjKLJT3qW3W75Vyp4mhQHRl7tyPH6GPcVN03Ee0K2K02MN3v0H7y6RaeTGQ3-2BPPVLuIQQZ82meWW2OvW2Ee3CRY4zMWro7TIW0u7PXiKjmEQAkp9bY4XoU4-2BH6CQM43WMy1gWr5QDTrSG5q3dcbvb5j6ugzZcG1CM4fyXfs4MadZzYAnomV-2BtCrdpck-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694311166%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=HvXb%2Br8Rlmod6hHK%2B76wegFBK78wCnA7PBzQR3nYmoU%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq6139VIZxdyVHv7hQPAnd34VGeHd-2FJhjBzeiXjRrGWuCjdiRUb1aKXAyVm8YsFgot6G2IP33809-2Fca4-2BsJa-2FEbv7VZsB_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiLbSw9rYjKLJT3qW3W75Vyp4mhQHRl7tyPH6GPcVN03Ee0K2K02MN3v0H7y6RaeTGQ3-2BPPVLuIQQZ82meWW2OvW2Ee3CRY4zMWro7TIW0u7PXiKjmEQAkp9bY4XoU4-2BH6CQM43WMy1gWr5QDTrSG5q3dcbvb5j6ugzZcG1CM4fyXfs4MadZzYAnomV-2BtCrdpck-3D" shash="L1nr7rYIfE6C/fcP3wk7Rxnk3XYYDbecN4Q0Au1Az4Tdj3y415D7qcqklgzwFbKloxId9ynntQf/p+IvVAtStwzy/rZGjXkysS4PEc2/Y+AjLUHMY2W9qED2x/JZV7CZ9Y+D+ZQwvspGkupP6EH8j1M8ZT4FZtoi390UaO6WMlk=" target="_blank">

Full Text</a> | <a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq63VBs1vkv-2F0bbo5WTP0CtXVkXRnZo0D18-2FnF2D-2Fn1sKMuBqD1ImgD26YHIfrPT-2FqCvrmclpBbLBsFQbnnzIkBTSAROP_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiKFX49TlLop1GuhxxGtsuYsBwa5jNQXhyVuHrVV1PDJKE44q3MFGtZBmXzsgzuq3sOm8Imyo4IaCEk5epteAOmGf-2FWAEVXpQo50rRMGmztktLvodcyFg5-2BAnrdYomdfapEmBl7jpqHoxJJmaZmS17gzpenyBRjUtLPmGm9qrwwdkqu5cOStSTqmj67OhxLYcV0-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694323477%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=qSZlVsKvWfjk2zYBGIPROQgKYV5tpTrjuGrSAaA1s%2FQ%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq63VBs1vkv-2F0bbo5WTP0CtXVkXRnZo0D18-2FnF2D-2Fn1sKMuBqD1ImgD26YHIfrPT-2FqCvrmclpBbLBsFQbnnzIkBTSAROP_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiKFX49TlLop1GuhxxGtsuYsBwa5jNQXhyVuHrVV1PDJKE44q3MFGtZBmXzsgzuq3sOm8Imyo4IaCEk5epteAOmGf-2FWAEVXpQo50rRMGmztktLvodcyFg5-2BAnrdYomdfapEmBl7jpqHoxJJmaZmS17gzpenyBRjUtLPmGm9qrwwdkqu5cOStSTqmj67OhxLYcV0-3D" shash="TighYT1yjbIKE9rsl/kVCfpAgElE5IXk+IYNNg8G0OkRVWp9M9q9oRaFkHNtM7NRqC8pPHSZqEc0kMv17M9Uod+Yh7S7zEWb6mTOF/0Siu0qvdAuHV9PEUyYSk6UqKS9ub/I8v0QaQjBYUxl/VdyPWLDsI9IEOY38xGG+GPl1Q8=" target="_blank">

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Supplementary Material</a><o:p></o:p></p>

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<p class="MsoNormal"><b><a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOYVopEo8qAgUiGlrzJPp6WLhUwebWXUoEwb0vSDXYF-2Bs9Z84_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiLy2G4ensrFPI1xrM-2BNTyiq0cXdKpvuYr5l7GAzEKgwT3Hk-2FDFh6y2qfwud1IudwHFksy2xey-2F-2FaIHw9B9CAnbys3DSqKHDOlCjqXwn-2Fd5Ezx7KUskgfpK02ioVoB16FU2YGLMN2MTMP-2BhgBakbnJB-2B-2F7y-2BrfvugZa-2BaKS4j-2F0nuk6TXA2duVfwJaJemuuPUCo-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694347972%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=YjD8BFbw%2FwrmSkRVGfMQy2iqTsO4Z1Skz%2BlFqlPQbvA%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOYVopEo8qAgUiGlrzJPp6WLhUwebWXUoEwb0vSDXYF-2Bs9Z84_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiLy2G4ensrFPI1xrM-2BNTyiq0cXdKpvuYr5l7GAzEKgwT3Hk-2FDFh6y2qfwud1IudwHFksy2xey-2F-2FaIHw9B9CAnbys3DSqKHDOlCjqXwn-2Fd5Ezx7KUskgfpK02ioVoB16FU2YGLMN2MTMP-2BhgBakbnJB-2B-2F7y-2BrfvugZa-2BaKS4j-2F0nuk6TXA2duVfwJaJemuuPUCo-3D" shash="QUpAq+BA6KPur2daeUbttJ9/NQ5myCP4k5MzSFMWIWO49Rzsxo7CqX2et1SRNeSsfo9JPmjWADyef6CYAtf1jR6suewlB33MZsdWj2Jlogx7xAsKxDfz6UvoFmkhNFHB42tojZXLsAOjPY/FTe7jdwjno2ZMlcV9dzqJy+dXVdM=" target="_blank">Two-Stage

 Estimation and Variance Modeling for Latency-Constrained Variational Quantum Algorithms</a></b><o:p></o:p></p>

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<p class="MsoNormal">Yunsoo Ha; , Sara Shashaani; , Matt Menickelly<o:p></o:p></p>

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<p class="MsoNormal"><i>INFORMS Journal on Computing</i> Volume: 37, Number: 1 (January-February 2025): 125-145.<br>

<a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOYVopEo8qAgUiGlrzJPp6WLhUwebWXUoEwb0vSDXYF-2BsJgYi_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiIPl4pBtBPnXP02ldOaRRZ0SOctipR6U3WIcZLS2ym-2BqlWzKi-2FW-2BiLHf7s2Wfc5UOZ8k6OLzqMjRbkFtosXAXEfHLHFiVmGLNgKvnR6wsVkMdw9tgYeSyi4j4eGMByCKiwcHQxtfwDL-2FrvVchJZeA9r5JUcolZaP1F-2FMuP8D77KjQVFujgEf7uQpqnI4y-2BRWus-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694364113%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=fFIAUJg%2FEPFcWUWodaZ7jdG9Z2%2FF%2BHaF00X722jTvDQ%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOYVopEo8qAgUiGlrzJPp6WLhUwebWXUoEwb0vSDXYF-2BsJgYi_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiIPl4pBtBPnXP02ldOaRRZ0SOctipR6U3WIcZLS2ym-2BqlWzKi-2FW-2BiLHf7s2Wfc5UOZ8k6OLzqMjRbkFtosXAXEfHLHFiVmGLNgKvnR6wsVkMdw9tgYeSyi4j4eGMByCKiwcHQxtfwDL-2FrvVchJZeA9r5JUcolZaP1F-2FMuP8D77KjQVFujgEf7uQpqnI4y-2BRWus-3D" shash="QNcaUddbiZ3FSnZyvRzy89HNcP7gTHx7kYQHEmjr273tLouwM8+XbR/eyLF3gawLGmeVsUX3g1v0B33wikzS1zDuHBJaSnGtgqvKVb4oKE9aLXkK6l91+BL9In3kGRZCuJoTOT8xQZRaT6csM0Ao3tXzREeXmLKXXKJgaYsvyUk=" target="_blank">Abstract</a>

 | <a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq6139VIZxdyVHv7hQPAnd34VGeHd-2FJhjBzeiXjRrGWuCjeWO-2BHi-2FC89IyoPpoDeOg7262qDd7bqBF12pVZwQFrGPqn2i_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiLVprGAkely0rk8mqZg5L8-2B5EYXkGnDZH2MeGwlEFT-2BrjDRDEPU2d6I3KC8OwS6di7Am-2B6auADSlHdSo3o4HSVUH1vT3gds9mjJKiKsp5ZtbT839leRYFJTWEDyv46G87piByr2QjfZ-2FOX3GaexWosnMh6VHTB-2F1GDCkYUOc4g473kdfqYghpLhqKT6uzmydZc-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694377935%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=h8ist5W6gsgUQIWYClKXDYcCYpIM%2FTILXvNi7rwgm2M%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq6139VIZxdyVHv7hQPAnd34VGeHd-2FJhjBzeiXjRrGWuCjeWO-2BHi-2FC89IyoPpoDeOg7262qDd7bqBF12pVZwQFrGPqn2i_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiLVprGAkely0rk8mqZg5L8-2B5EYXkGnDZH2MeGwlEFT-2BrjDRDEPU2d6I3KC8OwS6di7Am-2B6auADSlHdSo3o4HSVUH1vT3gds9mjJKiKsp5ZtbT839leRYFJTWEDyv46G87piByr2QjfZ-2FOX3GaexWosnMh6VHTB-2F1GDCkYUOc4g473kdfqYghpLhqKT6uzmydZc-3D" shash="zvcXmrxn+GkM2EETEl0YfzMWJM62oppAq5BO/YkOwEMXr/Iuf1S16/XG8pGAD6afQ9wZVgpnsEFZcuI9G5N9yWh/3BkUkgjPUhLlHD6Uj3hj1pQuXza8hc7GWxZNNPriwrRpQtqAZ7mGpzqQrBVaqyap3Lyn6PmI/+svJc99ktE=" target="_blank">

Full Text</a> | <a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq63VBs1vkv-2F0bbo5WTP0CtXVkXRnZo0D18-2FnF2D-2Fn1sKMt3NcEv4hZBY7hn6cAkRWamtQiM6wsNRT4j7KMplvKUQvRWe_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiLbqaKB6V-2FDokFLvS47jYYKdzkXPR6f-2BgDtfCk3fQt8ztDWRbeqnOplNWjSFFhNB3H2X4B5TVtvofGImhKmMMziensd5-2Fni1ZEPfNlJm0jHrTdf2NKpzFnZMK6qlPz-2FxGmakGJfwBtkGu4IEJ4EwBqs2hOSItKqN826VyIatuk6OLTNuptpmMB-2FZCiKsbclMuw-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694390996%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=JEpcSFc9wOqkzF%2BhKWQoSwznJ0d%2BARikd%2BA8QYdhSW4%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq63VBs1vkv-2F0bbo5WTP0CtXVkXRnZo0D18-2FnF2D-2Fn1sKMt3NcEv4hZBY7hn6cAkRWamtQiM6wsNRT4j7KMplvKUQvRWe_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiLbqaKB6V-2FDokFLvS47jYYKdzkXPR6f-2BgDtfCk3fQt8ztDWRbeqnOplNWjSFFhNB3H2X4B5TVtvofGImhKmMMziensd5-2Fni1ZEPfNlJm0jHrTdf2NKpzFnZMK6qlPz-2FxGmakGJfwBtkGu4IEJ4EwBqs2hOSItKqN826VyIatuk6OLTNuptpmMB-2FZCiKsbclMuw-3D" shash="ef80l671K1PavapHeoxOR9UGB7f7AKqEfRvbojglNX+bTmgdSRYTsXsvrhvJ3s8ljN1We8dGpqsXXO/V0NJO+4Gdnis3kKDy6LHu3COiMCGjy3q5wQDorqMPPf+DoA20M6ikDbnCvRoDxXnwgBAXqa4Jgwv8z/tQ61+97jj1D/M=" target="_blank">

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Supplementary Material</a><o:p></o:p></p>

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<p class="MsoNormal"><b><a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOS2p3eeH8zCWkzlZMGA3gjDkWoGwudX8s6QxGWso7bbSuLDT_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiIIaFRv4aqT3CPyudcJgVFK-2F-2B-2FEAdH4a4YmZa2fvr5CaKAzUcLEtIA2mATYjFRbggHXdK6dojfVnOoHHQe2hPP2kMHcXVqsAzxS1Qg2A-2FTCh-2FoVv5vHo5b-2BBVkScHoLU0gL8qrvLNi9Voqc20CDq7KBWwvRjpHLc-2FYgNL49UPS1dsLYWMcvdQE6tqnO5U-2FJUTw-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694419085%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=zGgG3UirOZ0yA9MPH46LlGcfHIMcTxaeVTYPSN76hw0%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOS2p3eeH8zCWkzlZMGA3gjDkWoGwudX8s6QxGWso7bbSuLDT_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiIIaFRv4aqT3CPyudcJgVFK-2F-2B-2FEAdH4a4YmZa2fvr5CaKAzUcLEtIA2mATYjFRbggHXdK6dojfVnOoHHQe2hPP2kMHcXVqsAzxS1Qg2A-2FTCh-2FoVv5vHo5b-2BBVkScHoLU0gL8qrvLNi9Voqc20CDq7KBWwvRjpHLc-2FYgNL49UPS1dsLYWMcvdQE6tqnO5U-2FJUTw-3D" shash="itLPFmQ9cYwS3WwolKFPcgxnijW3eNR/Q/OjRuy6o6c1cqsWUCyuvL2C4lreX1pdmYqFsIGwzPdYGLRWfnSh0kjj4/N8ri8bJQvToaUes8QleyVMChSsisFTzuZOFH5ZzC3jSsOk7/4J/BC8rtWgRGP8XZZOfDGW9SwsEf+eerk=" target="_blank">On

 the Instance Dependence of Parameter Initialization for the Quantum Approximate Optimization Algorithm: Insights via Instance Space Analysis</a></b><o:p></o:p></p>

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<p class="MsoNormal">Vivek Katial; , Kate Smith-Miles; , Charles Hill, Lloyd Hollenberg;

<o:p></o:p></p>

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<p class="MsoNormal"><i>INFORMS Journal on Computing</i> Volume: 37, Number: 1 (January-February 2025): 146-171.<br>

<a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOS2p3eeH8zCWkzlZMGA3gjDkWoGwudX8s6QxGWso7bbSv4Rv_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiJPH9aeUPdE7qc0zEGpi22wpPH7Z3XFxFF3cSko5i3rxdGhkjUJyyuetp9PmcFZi4VkRX5uTmr-2BZuc3Uq92KMVC9mdJrF-2B1511QR3Pi-2FC-2FLh5ys20jDqv2pHaQ32g68GuSlE0qbzxjNCURu3t-2BOFldz09vAIW8l5EFnCAV8-2BJlDGFBy02r8YiNtOwJNKz-2BaQkw-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694433768%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=9DH5HuhJ7zHMhEnuF0OEjd1H1scGdFdAyRK1tzAj%2BWw%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOS2p3eeH8zCWkzlZMGA3gjDkWoGwudX8s6QxGWso7bbSv4Rv_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiJPH9aeUPdE7qc0zEGpi22wpPH7Z3XFxFF3cSko5i3rxdGhkjUJyyuetp9PmcFZi4VkRX5uTmr-2BZuc3Uq92KMVC9mdJrF-2B1511QR3Pi-2FC-2FLh5ys20jDqv2pHaQ32g68GuSlE0qbzxjNCURu3t-2BOFldz09vAIW8l5EFnCAV8-2BJlDGFBy02r8YiNtOwJNKz-2BaQkw-3D" shash="TmgZ6gziR8bfF2iNirIAFaspINmNWsdHgeOWCT5vszNGjtM3k8BtpltaAqvyUFvh7DJRWB16iuwTdPdwKGkunt1IUJNeYKXqyl61G05wZve40M9um4l0dFf+SyULvXirIsaU2AtsBCWJrsQFKWbw+W8TZ6UoUKDe6AkoaTp7mWc=" target="_blank">Abstract</a>

 | <a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq6139VIZxdyVHv7hQPAnd34VGeHd-2FJhjBzeiXjRrGWuCjWHpK7rWH-2BviDckV4WEZeri6kBcZ3U-2BdtTeH-2Fmvo0To-2B2_vi_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiLJWunBJ2Ftdfthx5KSdMtkUPIKEjkW-2FyFpXPs9-2Bzk446a9-2BAvNV5XKqMkI7naSjssXi7Dfr6Dsf2Fnscx8TZ5hg-2Byr7xqUJxlhdqGrd51oQ-2B0gYFOerbCPgKjjFJ8fXGCZkeQWfYOjiLokwf5IXj4pAAkZhGCGnFUKPyKNBKT7vBAHB1AR6OjgV2ZnlZOHW7k-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694447399%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=m4iuUafQnAGBkONjLYIkXzVY02y8YFiE2CpQ707GxSw%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq6139VIZxdyVHv7hQPAnd34VGeHd-2FJhjBzeiXjRrGWuCjWHpK7rWH-2BviDckV4WEZeri6kBcZ3U-2BdtTeH-2Fmvo0To-2B2_vi_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiLJWunBJ2Ftdfthx5KSdMtkUPIKEjkW-2FyFpXPs9-2Bzk446a9-2BAvNV5XKqMkI7naSjssXi7Dfr6Dsf2Fnscx8TZ5hg-2Byr7xqUJxlhdqGrd51oQ-2B0gYFOerbCPgKjjFJ8fXGCZkeQWfYOjiLokwf5IXj4pAAkZhGCGnFUKPyKNBKT7vBAHB1AR6OjgV2ZnlZOHW7k-3D" shash="oH9NOlGzg1usm6mjtK6nDvrvyhVBYfeJhGyOaOREFjMqp+wyprWiUSU7RFGQ2tW8009pmqf2HnDXZBj+h9redSOo5hCR7OdzK4SINrF0PxGqfQWfbBKuyIir2K/r4TT3LLMR06arrPlyeCHMvJmWCCmozaMvrdIP4vtyD24oITI=" target="_blank">

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Supplementary Material</a><o:p></o:p></p>

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<p class="MsoNormal"><b><a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOTfkQbj3PPFnXaBepVqmfpIy1I8eEZEQEtcjYaujaMlpfR9N_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiKF-2BX7HIYISSBvOc84vrHvGsOV-2BTGUOHvuQXLjZLG-2B3uMoujPD1Ys6YYascX1Srejv8NTrnawegQlc2LanGtY3r-2ByW-2FJaKe4m96M8-2FIg8xrBFsD7B-2BRQDzSJtNj-2BwKxtYCdOj1mqPG7OIc-2F1Hjngtzfe7MovYw0B379zW3jdkaE5LwaN-2BaEOR7R5BZrtJtmtV0-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694485622%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=M7hjsD12OK6Ex5ztqSwQEDgQYG1Qfhx3Nj8N6C19154%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOTfkQbj3PPFnXaBepVqmfpIy1I8eEZEQEtcjYaujaMlpfR9N_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiKF-2BX7HIYISSBvOc84vrHvGsOV-2BTGUOHvuQXLjZLG-2B3uMoujPD1Ys6YYascX1Srejv8NTrnawegQlc2LanGtY3r-2ByW-2FJaKe4m96M8-2FIg8xrBFsD7B-2BRQDzSJtNj-2BwKxtYCdOj1mqPG7OIc-2F1Hjngtzfe7MovYw0B379zW3jdkaE5LwaN-2BaEOR7R5BZrtJtmtV0-3D" shash="Z99jezXVUnj4XiKte7E6h/nCO3Klsg0LNHIvQ6pa1EiHXDIVDzVXTn7VjfyBZs0LOgxbnwWzN0tvyYq86t9glRwjpw94vjUNvZVFSEi3i9bwIhVmldSkahvY4+J5IzL1sUllKQuaJSOjpurS97zRebMO7Hm+9L/bExJXm8aUunY=" target="_blank">A

 Quantum-Inspired Bilevel Optimization Algorithm for the First Responder Network Design Problem</a></b><o:p></o:p></p>

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<p class="MsoNormal">Anthony Karahalios; , Sridhar Tayur; , Ananth Tenneti; , Amirreza Pashapour, F. Sibel Salman, Bar�� Y�ld�z<o:p></o:p></p>

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<p class="MsoNormal"><i>INFORMS Journal on Computing</i> Volume: 37, Number: 1 (January-February 2025): 172-188.<br>

<a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOTfkQbj3PPFnXaBepVqmfpIy1I8eEZEQEtcjYaujaMlpO8cT_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiJvU1vQlKmBQGKh4-2Bzp6M2OnzpgWZHCmnbPtu1t4sqDHibcZAUUSWM4FY0xOBUTUQY-2FMzjCtIFGZeXyIuVeHgYSUkewS73hVWlqYQYQjKHwo4H4spYEaZiTiDrKOJIUQ5L6I6damjUX3483NJNtOFnaR36rlRKFxi3E2HQ1xLcW2ZU4eU3Vj-2FTAupGAR6uZD-2B4-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694497610%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=UuW%2FgMwHO4ro2d%2BWrM8kmopBM0edVQPzjJWB%2Fq6F2Sg%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2FNcyZ-2B2ber9bggZArbLUyOTfkQbj3PPFnXaBepVqmfpIy1I8eEZEQEtcjYaujaMlpO8cT_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiJvU1vQlKmBQGKh4-2Bzp6M2OnzpgWZHCmnbPtu1t4sqDHibcZAUUSWM4FY0xOBUTUQY-2FMzjCtIFGZeXyIuVeHgYSUkewS73hVWlqYQYQjKHwo4H4spYEaZiTiDrKOJIUQ5L6I6damjUX3483NJNtOFnaR36rlRKFxi3E2HQ1xLcW2ZU4eU3Vj-2FTAupGAR6uZD-2B4-3D" shash="k02Zrf6lV0UaPr4gW3cn1EQKdHrRCpZQKvK3gd4Coej/zsbh6vZhHKYjXR9J728wt3xm0oFsQzdA3N3s14Gyif7fO4Py447SLvHt15+elyg8R1UfZgkvK4hYCq/E61xwnVCUw7YMzlgcNq0wndl/imz2ttwvnSvEGTYDc1l8wkE=" target="_blank">Abstract</a>

 | <a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq6139VIZxdyVHv7hQPAnd34VGeHd-2FJhjBzeiXjRrGWuCjb9tSf9y-2BAx-2FuUARtNyBvm1HiF7z2EWmslmToSx-2F6PzcyDpW_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiJhNgcUrKF2h5p4OjDKEW1WLGxUzY-2FLCLih0B3L0T5gauLeu98RMA-2BIiPyzQrOu2IOnaMu6-2FLJz6hxwU3ygtmtUS5SXG3XX-2BwMJ-2F03fWKwxTxy31ftX2TkcWZYdHCfNqqNTXKLAgCU9SJR5035V7iGiVOTtOunzK1sLh9Nba7cz9rBz7pUgjMxQYSxJbiREf4o-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694511707%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=WrtjVSRpIS7YoyTYeiKAGMLwrFrtw46viNDXhkl1hEQ%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq6139VIZxdyVHv7hQPAnd34VGeHd-2FJhjBzeiXjRrGWuCjb9tSf9y-2BAx-2FuUARtNyBvm1HiF7z2EWmslmToSx-2F6PzcyDpW_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiJhNgcUrKF2h5p4OjDKEW1WLGxUzY-2FLCLih0B3L0T5gauLeu98RMA-2BIiPyzQrOu2IOnaMu6-2FLJz6hxwU3ygtmtUS5SXG3XX-2BwMJ-2F03fWKwxTxy31ftX2TkcWZYdHCfNqqNTXKLAgCU9SJR5035V7iGiVOTtOunzK1sLh9Nba7cz9rBz7pUgjMxQYSxJbiREf4o-3D" shash="tp9WN4SeyjWYwcfSSy3VXvoJB1B1scIcLyMh5c5RDkjAKb6i2eqylWI6CDVhlprsgRcdKnoXbnjsikeYmkx/IJRisjwSVRX/wvC/qITLD1Gtg4aUdPD8OLgAOEvygxQXO5ZOhJ4D3ksMPDfKqHx71HLYi2CYbq4vz7H/jOCuLAE=" target="_blank">

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PDF (2966 KB)</a> | <a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq613vk3suRdR395qEGFbTEpNQmsOhQ6JIQAnwO6gzKIj8i69cyhrkQaqMtsnCOcG-2BFwp4MO4y-2BmvU6isdo1SndJUapyy_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiIEskim8j-2BPDr2mIcvSB17II4LOEVLhz8gdCP23Jnxo-2Fk7dR4uDB6xraE-2B4HEsST6Nm-2FFZXNbltOMaatQLAqhOj0ZKNsatmJ3rt7r3WP6rJ3oNKgKoQHyLvokIqZPgNP9uT0KqI-2BIVrYVOYCG6Ueex0MvJnQwlaWxsWmqH0kZU1oD-2FKjHzEyWr1Vl6SgtJ51b4-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694539983%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=Dc6jOmbp8Tm1qCM40qKQKuZs38ArVX4surRYsZODWDw%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq613vk3suRdR395qEGFbTEpNQmsOhQ6JIQAnwO6gzKIj8i69cyhrkQaqMtsnCOcG-2BFwp4MO4y-2BmvU6isdo1SndJUapyy_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiIEskim8j-2BPDr2mIcvSB17II4LOEVLhz8gdCP23Jnxo-2Fk7dR4uDB6xraE-2B4HEsST6Nm-2FFZXNbltOMaatQLAqhOj0ZKNsatmJ3rt7r3WP6rJ3oNKgKoQHyLvokIqZPgNP9uT0KqI-2BIVrYVOYCG6Ueex0MvJnQwlaWxsWmqH0kZU1oD-2FKjHzEyWr1Vl6SgtJ51b4-3D" shash="RtWy8e59k70FUKOEWNT28VEIXlV+C0hi87vODGHqT13VQk+Iq9DJDRqjAE3VsC7/hcjbMnuC3FvNirarHlb/P3mNgNRT4wVf9uUOEcDP6CTzp/qvsXjpJRqBKmfnhzQE3grI/2QGNIUQe1rT8CBF1p6j6DNlk2Bj/6OpupbftyM=" target="_blank">

Supplementary Material</a><o:p></o:p></p>

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<p class="MsoNormal"><b>Appreciation to Reviewers<o:p></o:p></b></p>

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<p class="MsoNormal"><b><a href="https://nam12.safelinks.protection.outlook.com/?url=http%3A%2F%2Fel.informs.org%2Fls%2Fclick%3Fupn%3Du001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2Fc0OY0z7YmaZMMTIl3Yb7lIY3AxkNQk9Sh2U8zg1GW8-2FIoF-2FTdwqQkGIRvVc-2BMRaKHJmX_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiLOUl-2BzDbn2ASJhjT1wIZ-2BC8Ul8vXkSLu2CBfUJu3YwxKZD21rnVVhTJYPG-2BZucEWOBvNCgMsL2rCnDVqxRGBaRn167qeSky8u-2BznCS3eSGkyyjxD1ugiJmrkz8hOgqkC3xVE4PkRdAwpRGrSmcNZHTRI-2FHXSbm0-2FoKiYDbGh5dWmRbKWYAfkWJ-2Bm2ADFYZI3Y-3D&data=05%7C02%7Ciefac.list%40mailhost.ces.clemson.edu%7C01eb4e709b61494f746708dd4d4a4b33%7C0c9bf8f6ccad4b87818d49026938aa97%7C0%7C0%7C638751703694553486%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=TOr%2F0%2BGcfZFXOwKUURoUqK26M2JfKFSPX1FeMQvT5m8%3D&reserved=0" originalSrc="http://el.informs.org/ls/click?upn=u001.ETRVEyx-2FPqpzy4tEHd-2Fb8xM3PNTM9PU0K39ojARXq60Go9yFvqtLfuKiCxaqkXp-2Fc0OY0z7YmaZMMTIl3Yb7lIY3AxkNQk9Sh2U8zg1GW8-2FIoF-2FTdwqQkGIRvVc-2BMRaKHJmX_ZmD5OzkNyoDydLt2WbzwWi1OVPae4qzy7oNBBh21GgfJudJ7gv1yZhNIZO0KjLluHJr2mDCfx-2FM-2Fv5f7sdnj62JIAXY-2BjPneZ4YuQ41yeiLOUl-2BzDbn2ASJhjT1wIZ-2BC8Ul8vXkSLu2CBfUJu3YwxKZD21rnVVhTJYPG-2BZucEWOBvNCgMsL2rCnDVqxRGBaRn167qeSky8u-2BznCS3eSGkyyjxD1ugiJmrkz8hOgqkC3xVE4PkRdAwpRGrSmcNZHTRI-2FHXSbm0-2FoKiYDbGh5dWmRbKWYAfkWJ-2Bm2ADFYZI3Y-3D" shash="FVNYhmeNVwcd8EtqCIcv405mIzq12aLGKvjanpHKpTWhlsfLcLleEdNuwo60joBBDZB3p+T70eKL/ejawGzR2tOu7e2JTNvBSDMCU16k5I07cLdUBuNqHmpRZvfrF+7zYJAHIsDWKqmUb/cniwTFdldvnpR9wp99DViYLNViAbs=" target="_blank">Appreciation

 to Reviewers</a></b><o:p></o:p></p>

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<p class="MsoNormal"><i>INFORMS Journal on Computing</i> Volume: 37, Number: 1 (January-February 2025): 189-196.<br>

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<p class="MsoNormal"><b>Editorial Board<o:p></o:p></b></p>

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<p class="MsoNormal"><i>INFORMS Journal on Computing</i> Volume: 37, Number: 1 (January-February 2025): C2-C2.<br>

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<p class="MsoNormal"><span style="font-family:"Calibri",sans-serif;color:#1F497D">**********************************************</span><span style="font-size:12.0pt;font-family:"Times New Roman",serif;color:black;mso-ligatures:none"><o:p></o:p></span></p>

<p class="MsoNormal"><span style="font-family:"Calibri",sans-serif;color:#1F497D">Alice E. Smith, Ph.D., P.E.</span><span style="font-size:12.0pt;font-family:"Times New Roman",serif;color:black"><o:p></o:p></span></p>

<p class="MsoNormal"><span style="font-family:"Calibri",sans-serif;color:#1F497D">Joe W. Forehand, Jr. Distinguished Professor</span><span style="font-size:12.0pt;font-family:"Times New Roman",serif;color:black"><o:p></o:p></span></p>

<p class="MsoNormal"><span style="font-family:"Calibri",sans-serif;color:#1F497D">Department of Industrial and Systems Engineering

<i>and</i></span><span style="font-size:12.0pt;font-family:"Times New Roman",serif;color:black"><o:p></o:p></span></p>

<p class="MsoNormal"><span style="font-family:"Calibri",sans-serif;color:#1F497D">Department of Computer Science and Software Engineering</span><span style="font-size:12.0pt;font-family:"Times New Roman",serif;color:black"><o:p></o:p></span></p>

<p class="MsoNormal"><span style="font-family:"Calibri",sans-serif;color:#1F497D">Auburn University, AL  36849  USA</span><span style="font-size:12.0pt;font-family:"Times New Roman",serif;color:black"><o:p></o:p></span></p>

<p class="MsoNormal"><span style="font-family:"Calibri",sans-serif;color:#1F497D"><a href="mailto:smithae@auburn.edu"><span style="color:blue">smithae@auburn.edu</span></a></span><span style="font-size:12.0pt;font-family:"Times New Roman",serif;color:black"><o:p></o:p></span></p>

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