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Title: Boundary measurement tomography of the Bose Hubbard model on general graphs

Correlated quantum many-body phenomena in lattice models have been identified as a set of physically interesting problems that cannot be solved classically. Analog quantum simulators, in photonics and microwave superconducting circuits, have emerged as near-term platforms to address these problems. An important ingredient in practical quantum simulation experiments is the tomography of the implemented Hamiltonians—while this can easily be performed if we have individual measurement access to each qubit in the simulator, this could be challenging to implement in many hardware platforms. In this paper, we present a scheme for tomography of quantum simulators which can be described by a Bose-Hubbard Hamiltonian while having measurement access to only some sites on the boundary of the lattice. We present an algorithm that uses the experimentally routine transmission and two-photon correlation functions, measured at the boundary, to extract the Hamiltonian parameters at the standard quantum limit. Furthermore, by building on quantum enhanced spectroscopy protocols that, we show that with the additional ability to switch on and off the on-site repulsion in the simulator, we can sense the Hamiltonian parameters beyond the standard quantum limit.

<supplementary-material><permissions><copyright-statement>Published by the American Physical Society</copyright-statement><copyright-year>2024</copyright-year></permissions></supplementary-material></sec> </span> <a href='#' class='show open-abstract' style='margin-left:10px;'>more »</a> <a href='#' class='hide close-abstract' style='margin-left:10px;'>« less</a> <div style="clear:both;margin-bottom:20px;"></div> <dl class="dl-horizontal small semi-colon-delimited-data"> <dt>Award ID(s):</dt> <dd> <span> <a target="_blank" rel="noopener noreferrer" href="https://par.nsf.gov/search/award_ids:1845009"> 1845009</a> </span> </dd> </dl> <dl class="dl-horizontal small"> <dt>PAR ID:</dt> <dd>10541374</dd> </dl> <dl class="dl-horizontal small"> <dt>Author(s) / Creator(s):</dt> <dd> <a target="_blank" rel="noopener noreferrer" href="https://par.nsf.gov/search/author:"Saxena, Abhi""><span class="author" itemprop="author">Saxena, Abhi</span></a><span class="sep">; </span><a target="_blank" rel="noopener noreferrer" href="https://par.nsf.gov/search/author:"Abbasgholinejad, Erfan""><span class="author" itemprop="author">Abbasgholinejad, Erfan</span></a><span class="sep">; </span><a target="_blank" rel="noopener noreferrer" href="https://par.nsf.gov/search/author:"Majumdar, Arka""><span class="author" itemprop="author">Majumdar, Arka</span></a><span class="sep">; </span><a target="_blank" rel="noopener noreferrer" href="https://par.nsf.gov/search/author:"Trivedi, Rahul""><span class="author" itemprop="author">Trivedi, Rahul</span></a></dd> </dl> <dl class="dl-horizontal small"> <dt>Publisher / Repository:</dt> <dd itemprop="publisher">APS</dd> </dl> <dl class="dl-horizontal small"> <dt>Date Published:</dt> <dd> <time itemprop="datePublished" datetime="2024-07-01">2024-07-01</time> </dd> </dl> <dl class="dl-horizontal small"> <dt>Journal Name:</dt> <dd>Physical Review Research</dd> </dl> <dl class="dl-horizontal small"> <dt>Volume:</dt> <dd>6</dd> </dl> <dl class="dl-horizontal small"> <dt>Issue:</dt> <dd>3</dd> </dl> <dl class="dl-horizontal small"> <dt>ISSN:</dt> <dd>2643-1564</dd> </dl> <dl class="dl-horizontal small"> <dt>Format(s):</dt> <dd>Medium: X</dd> </dl> <dl class="dl-horizontal small semi-colon-delimited-data"> <dt>Sponsoring Org:</dt> <dd itemprop="sourceOrganization"> <span>National Science Foundation</span> </dd> </dl> <div class="clearfix"></div> </div> </div> <div id="citation-addl" class="hidden-print"> <h5 id='mlt-header'>More Like this</h5> <ol class="item-list documents" id="citation-mlt" style="min-height: 80px;"> <li> <div class="article item document" itemscope itemtype="http://schema.org/TechArticle"> <div class="item-info"> <div class="title"> <a href="https://par.nsf.gov/biblio/10556983-new-basis-hamiltonian-su-simulations" itemprop="url"> <span class='span-link' itemprop="name">New basis for Hamiltonian SU(2) simulations</span> </a> </div> <div> <strong> <a class="misc external-link" href="https://doi.org/10.1103/PhysRevD.109.074501" target="_blank" title="Link to document DOI">https://doi.org/10.1103/PhysRevD.109.074501  <span class="fas fa-external-link-alt"></span></a> </strong> </div> <div class="metadata"> <span class="authors"> <span class="author" itemprop="author">D’Andrea, Irian</span> <span class="sep">; </span><span class="author" itemprop="author">Bauer, Christian W</span> <span class="sep">; </span><span class="author" itemprop="author">Grabowska, Dorota M</span> <span class="sep">; </span><span class="author" itemprop="author">Freytsis, Marat</span> </span> <span class="year">( <time itemprop="datePublished" datetime="2024-04-01">April 2024</time> , Physical Review D) </span> </div> <div style="cursor: pointer;-webkit-line-clamp: 5;" class="abstract" itemprop="description"> <p>Due to rapidly improving quantum computing hardware, Hamiltonian simulations of relativistic lattice field theories have seen a resurgence of attention. 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Direct applications to quantum computation and simulation are discussed.</p> <sec><title/><supplementary-material><permissions><copyright-statement>Published by the American Physical Society</copyright-statement><copyright-year>2024</copyright-year></permissions></supplementary-material></sec> </div> <a href='#' class='show open-abstract' style='margin-left:10px;'>more »</a> <a href='#' class='hide close-abstract' style='margin-left:10px;'>« less</a> </div><div class="clearfix"></div> </div> </li> <li> <div class="article item document" itemscope itemtype="http://schema.org/TechArticle"> <div class="item-info"> <div class="title"> <a href="https://par.nsf.gov/biblio/10546359-machine-learning-fixed-point-action-su-gauge-theory-gauge-equivariant-convolutional-neural-network" itemprop="url"> <span class='span-link' itemprop="name">Machine learning a fixed point action for SU(3) gauge theory with a gauge equivariant convolutional neural network</span> </a> </div> <div> <strong> <a class="misc external-link" href="https://doi.org/10.1103/PhysRevD.110.074502" target="_blank" title="Link to document DOI">https://doi.org/10.1103/PhysRevD.110.074502  <span class="fas fa-external-link-alt"></span></a> </strong> </div> <div class="metadata"> <span class="authors"> <span class="author" itemprop="author">Holland, Kieran</span> <span class="sep">; </span><span class="author" itemprop="author">Ipp, Andreas</span> <span class="sep">; </span><span class="author" itemprop="author">Müller, David I</span> <span class="sep">; </span><span class="author" itemprop="author">Wenger, Urs</span> </span> <span class="year">( <time itemprop="datePublished" datetime="2024-10-01">October 2024</time> , Physical Review D) </span> </div> <div style="cursor: pointer;-webkit-line-clamp: 5;" class="abstract" itemprop="description"> <p>Fixed point lattice actions are designed to have continuum classical properties unaffected by discretization effects and reduced lattice artifacts at the quantum level. 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Retrieved from https://par.nsf.gov/biblio/10541374. <em>Physical Review Research</em> 6.3 Web. doi:10.1103/PhysRevResearch.6.033058. </div> <div class="modal-footer"> <button class="btn btn-sm btn-default" data-dismiss="modal" aria-hidden="true">Close</button> </div> </div> </div> </div></li> <li class="links-format"><a href="#cite-apa" data-toggle="modal">APA</a> <div id="cite-apa" class="modal" tabindex="-1" role="dialog" aria-labelledby="cite-apa_label" aria-hidden="true"> <div class="modal-dialog"> <div class="modal-content"> <div class="modal-header"> <button type="button" class="close" data-dismiss="modal" aria-hidden="true">×</button> <strong id="cite-apa_label">Cite: APA Format</strong> </div> <div class="modal-body">Saxena, Abhi, Abbasgholinejad, Erfan, Majumdar, Arka, & Trivedi, Rahul. <em>Boundary measurement tomography of the Bose Hubbard model on general graphs</em>. <em>Physical Review Research</em>, <em>6</em> (3). Retrieved from https://par.nsf.gov/biblio/10541374. <a href="https://doi.org/10.1103/PhysRevResearch.6.033058">https://doi.org/10.1103/PhysRevResearch.6.033058</a> </div> <div class="modal-footer"> <button class="btn btn-sm btn-default" data-dismiss="modal" aria-hidden="true">Close</button> </div> </div> </div> </div></li> <li class="links-format"><a href="#cite-chi" data-toggle="modal">Chicago</a> <div id="cite-chi" class="modal" tabindex="-1" role="dialog" aria-labelledby="cite-chi_label" aria-hidden="true"> <div class="modal-dialog"> <div class="modal-content"> <div class="modal-header"> <button type="button" class="close" data-dismiss="modal" aria-hidden="true">×</button> <strong id="cite-chi_label">Cite: Chicago Format</strong> </div> <div class="modal-body">Saxena, Abhi, Abbasgholinejad, Erfan, Majumdar, Arka, and Trivedi, Rahul. "Boundary measurement tomography of the Bose Hubbard model on general graphs". <em>Physical Review Research</em> 6 (3). Country unknown/Code not available: APS. <a href="https://doi.org/10.1103/PhysRevResearch.6.033058">https://doi.org/10.1103/PhysRevResearch.6.033058.</a> <a href="https://par.nsf.gov/biblio/10541374">https://par.nsf.gov/biblio/10541374</a>. </div> <div class="modal-footer"> <button class="btn btn-sm btn-default" data-dismiss="modal" aria-hidden="true">Close</button> </div> </div> </div> </div></li> <li class="links-format"><a href="#cite-bib" data-toggle="modal">BibTeX</a> <div id="cite-bib" class="modal" tabindex="-1" role="dialog" aria-labelledby="cite-bib_label" aria-hidden="true"> <div class="modal-dialog"> <div class="modal-content"> <div class="modal-header"> <button type="button" class="close" data-dismiss="modal" aria-hidden="true">×</button> <strong id="cite-bib_label">Cite: BibTeX Format</strong> </div> <div class="modal-body"> @article{osti_10541374,<br/> place = {Country unknown/Code not available}, title = {Boundary measurement tomography of the Bose Hubbard model on general graphs}, url = {https://par.nsf.gov/biblio/10541374}, DOI = {10.1103/PhysRevResearch.6.033058}, abstractNote = {Correlated quantum many-body phenomena in lattice models have been identified as a set of physically interesting problems that cannot be solved classically. Analog quantum simulators, in photonics and microwave superconducting circuits, have emerged as near-term platforms to address these problems. An important ingredient in practical quantum simulation experiments is the tomography of the implemented Hamiltonians—while this can easily be performed if we have individual measurement access to each qubit in the simulator, this could be challenging to implement in many hardware platforms. In this paper, we present a scheme for tomography of quantum simulators which can be described by a Bose-Hubbard Hamiltonian while having measurement access to only some sites on the boundary of the lattice. We present an algorithm that uses the experimentally routine transmission and two-photon correlation functions, measured at the boundary, to extract the Hamiltonian parameters at the standard quantum limit. Furthermore, by building on quantum enhanced spectroscopy protocols that, we show that with the additional ability to switch on and off the on-site repulsion in the simulator, we can sense the Hamiltonian parameters beyond the standard quantum limit. Published by the American Physical Society2024}, journal = {Physical Review Research}, volume = {6}, number = {3}, publisher = {APS}, author = {Saxena, Abhi and Abbasgholinejad, Erfan and Majumdar, Arka and Trivedi, Rahul}, }</div> <div class="modal-footer"> <button class="btn btn-sm btn-default" data-dismiss="modal" aria-hidden="true">Close</button> </div> </div> </div> </div></li> <li class="divider"></li> </ul> <ul class="nav nav-list" style="font-size: 14px; font-family: Arial Regular;"> <li class="nav-header header-format">Export Metadata</li> <li class="links-format"><a href="https://par.nsf.gov/endnote?osti_id=10541374">EndNote</a></li> <li class="links-format"><a href="https://par.nsf.gov/export/format:excel/osti-id:10541374">Excel</a></li> <li class="links-format"><a href="https://par.nsf.gov/export/format:csv/osti-id:10541374">CSV</a></li> <li class="links-format"><a href="https://par.nsf.gov/export/format:xml/osti-id:10541374">XML</a></li> <li class="divider"></li> </ul> <ul class="nav nav-list" style="font-size: 14px; 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