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  1. We study parton energy-momentum exchange with the quark gluon plasma (QGP) within a multistage approach composed of in-medium Dokshitzer-Gribov-Lipatov-Altarelli-Parisi evolution at high virtuality, and (linearized) Boltzmann transport formalism at lower virtuality. This multistage simulation is then calibrated in comparison with high-pTcharged hadrons,Dmesons, and the inclusive jet nuclear modification factors, using Bayesian model-to-data comparison, to extract the virtuality-dependent transverse momentum broadening transport coefficientq̂. To facilitate this undertaking, we develop a quantitative metric for validating the Bayesian workflow, which is used to analyze the sensitivity of various model parameters to individual observables. The usefulness of this new metric in improving Bayesian model emulation is shown to be highly beneficial for future such analyses.

    <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 class="actions" style="padding-left:10px;"> <span class="reader-count"> Free, publicly-accessible full text available June 1, 2025</span> </div> </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/10426564-multiscale-evolution-charmed-particles-nuclear-medium" itemprop="url"> <span class='span-link' itemprop="name">Multiscale evolution of charmed particles in a nuclear medium</span> </a> </div> <div> <strong> <a class="misc external-link" href="https://doi.org/10.1103/PhysRevC.107.054901" target="_blank" title="Link to document DOI">https://doi.org/10.1103/PhysRevC.107.054901  <span class="fas fa-external-link-alt"></span></a> </strong> </div> <div class="metadata"> <span class="authors"> <span class="author" itemprop="author">Fan, W.</span> <span class="sep">; </span><span class="author" itemprop="author">Vujanovic, G.</span> <span class="sep">; </span><span class="author" itemprop="author">Bass, S. A.</span> <span class="sep">; </span><span class="author" itemprop="author">Majumder, A.</span> <span class="sep">; </span><span class="author" itemprop="author">Angerami, A.</span> <span class="sep">; </span><span class="author" itemprop="author">Arora, R.</span> <span class="sep">; </span><span class="author" itemprop="author">Cao, S.</span> <span class="sep">; </span><span class="author" itemprop="author">Chen, Y.</span> <span class="sep">; </span><span class="author" itemprop="author">Dai, T.</span> <span class="sep">; </span><span class="author" itemprop="author">Du, L.</span> <span class="sep">; </span><span class="author">et al</span></span> <span class="year">( <time itemprop="datePublished" datetime="2023-05-01">May 2023</time> , Physical Review C) </span> </div> <div class="actions" style="padding-left:10px;"> <span class="reader-count"> <a class="misc external-link" href="https://doi.org/10.1103/PhysRevC.107.054901" target="_blank" title="Link to document DOI" data-ostiid="10426564"> Full Text Available <span class="fas fa-external-link-alt"></span> </a> </span> </div> </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/10426566-inclusive-jet-hadron-suppression-multistage-approach" itemprop="url"> <span class='span-link' itemprop="name">Inclusive jet and hadron suppression in a multistage approach</span> </a> </div> <div> <strong> <a class="misc external-link" href="https://doi.org/10.1103/PhysRevC.107.034911" target="_blank" title="Link to document DOI">https://doi.org/10.1103/PhysRevC.107.034911  <span class="fas fa-external-link-alt"></span></a> </strong> </div> <div class="metadata"> <span class="authors"> <span class="author" itemprop="author">Kumar, A.</span> <span class="sep">; </span><span class="author" itemprop="author">Tachibana, Y.</span> <span class="sep">; </span><span class="author" itemprop="author">Sirimanna, C.</span> <span class="sep">; </span><span class="author" itemprop="author">Vujanovic, G.</span> <span class="sep">; </span><span class="author" itemprop="author">Cao, S.</span> <span class="sep">; </span><span class="author" itemprop="author">Majumder, A.</span> <span class="sep">; </span><span class="author" itemprop="author">Chen, Y.</span> <span class="sep">; </span><span class="author" itemprop="author">Du, L.</span> <span class="sep">; </span><span class="author" itemprop="author">Ehlers, R.</span> <span class="sep">; </span><span class="author" itemprop="author">Everett, D.</span> <span class="sep">; </span><span class="author">et al</span></span> <span class="year">( <time itemprop="datePublished" datetime="2023-03-01">March 2023</time> , Physical Review C) </span> </div> <div class="actions" style="padding-left:10px;"> <span class="reader-count"> <a class="misc external-link" href="https://doi.org/10.1103/PhysRevC.107.034911" target="_blank" title="Link to document DOI" data-ostiid="10426566"> Full Text Available <span class="fas fa-external-link-alt"></span> </a> </span> </div> </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/10425021-role-bulk-viscosity-deuteron-production-ultrarelativistic-nuclear-collisions" itemprop="url"> <span class='span-link' itemprop="name">Role of bulk viscosity in deuteron production in ultrarelativistic nuclear collisions</span> </a> </div> <div> <strong> <a class="misc external-link" href="https://doi.org/10.1103/PhysRevC.106.064901" target="_blank" title="Link to document DOI">https://doi.org/10.1103/PhysRevC.106.064901  <span class="fas fa-external-link-alt"></span></a> </strong> </div> <div class="metadata"> <span class="authors"> <span class="author" itemprop="author">Everett, D.</span> <span class="sep">; </span><span class="author" itemprop="author">Oliinychenko, D.</span> <span class="sep">; </span><span class="author" itemprop="author">Luzum, M.</span> <span class="sep">; </span><span class="author" itemprop="author">Paquet, J.-F.</span> <span class="sep">; </span><span class="author" itemprop="author">Vujanovic, G.</span> <span class="sep">; </span><span class="author" itemprop="author">Bass, S. A.</span> <span class="sep">; </span><span class="author" itemprop="author">Du, L.</span> <span class="sep">; </span><span class="author" itemprop="author">Gale, C.</span> <span class="sep">; </span><span class="author" itemprop="author">Heffernan, M.</span> <span class="sep">; </span><span class="author" itemprop="author">Heinz, U.</span> <span class="sep">; </span><span class="author">et al</span></span> <span class="year">( <time itemprop="datePublished" datetime="2022-12-01">December 2022</time> , Physical Review C) </span> </div> <div class="actions" style="padding-left:10px;"> <span class="reader-count"> <a class="misc external-link" href="https://doi.org/10.1103/PhysRevC.106.064901" target="_blank" title="Link to document DOI" data-ostiid="10425021"> Full Text Available <span class="fas fa-external-link-alt"></span> </a> </span> </div> </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/10501679-present-future-qcd" itemprop="url"> <span class='span-link' itemprop="name">The present and future of QCD</span> </a> </div> <div> <strong> <a class="misc external-link" href="https://doi.org/10.1016/j.nuclphysa.2024.122874" target="_blank" title="Link to document DOI">https://doi.org/10.1016/j.nuclphysa.2024.122874  <span class="fas fa-external-link-alt"></span></a> </strong> </div> <div class="metadata"> <span class="authors"> <span class="author" itemprop="author">Achenbach, P.</span> <span class="sep">; </span><span class="author" itemprop="author">Adhikari, D.</span> <span class="sep">; </span><span class="author" itemprop="author">Afanasev, A.</span> <span class="sep">; </span><span class="author" itemprop="author">Afzal, F.</span> <span class="sep">; </span><span class="author" itemprop="author">Aidala, C.A.</span> <span class="sep">; </span><span class="author" itemprop="author">Al-bataineh, A.</span> <span class="sep">; </span><span class="author" itemprop="author">Almaalol, D.K.</span> <span class="sep">; </span><span class="author" itemprop="author">Amaryan, M.</span> <span class="sep">; </span><span class="author" itemprop="author">Androić, D.</span> <span class="sep">; </span><span class="author" itemprop="author">Armstrong, W.R.</span> <span class="sep">; </span><span class="author">et al</span></span> <span class="year">( <time itemprop="datePublished" datetime="2024-07-01">July 2024</time> , Nuclear Physics A) </span> </div> <div class="actions" style="padding-left:10px;"> <span class="reader-count"> Free, publicly-accessible full text available July 1, 2025</span> </div> </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/10333911-determining-jet-transport-coefficient-from-inclusive-hadron-suppression-measurements-using-bayesian-parameter-estimation" itemprop="url"> <span class='span-link' itemprop="name">Determining the jet transport coefficient q̂ from inclusive hadron suppression measurements using Bayesian parameter estimation</span> </a> </div> <div> <strong> <a class="misc external-link" href="https://doi.org/10.1103/PhysRevC.104.024905" target="_blank" title="Link to document DOI">https://doi.org/10.1103/PhysRevC.104.024905  <span class="fas fa-external-link-alt"></span></a> </strong> </div> <div class="metadata"> <span class="authors"> <span class="author" itemprop="author">Cao, S.</span> <span class="sep">; </span><span class="author" itemprop="author">Chen, Y.</span> <span class="sep">; </span><span class="author" itemprop="author">Coleman, J.</span> <span class="sep">; </span><span class="author" itemprop="author">Mulligan, J.</span> <span class="sep">; </span><span class="author" itemprop="author">Jacobs, P. M.</span> <span class="sep">; </span><span class="author" itemprop="author">Soltz, R. A.</span> <span class="sep">; </span><span class="author" itemprop="author">Angerami, A.</span> <span class="sep">; </span><span class="author" itemprop="author">Arora, R.</span> <span class="sep">; </span><span class="author" itemprop="author">Bass, S. A.</span> <span class="sep">; </span><span class="author" itemprop="author">Cunqueiro, L.</span> <span class="sep">; </span><span class="author">et al</span></span> <span class="year">( <time itemprop="datePublished" datetime="2021-08-01">August 2021</time> , Physical Review C) </span> </div> <div class="actions" style="padding-left:10px;"> <span class="reader-count"> <a class="misc external-link" href="https://doi.org/10.1103/PhysRevC.104.024905" target="_blank" title="Link to document DOI" data-ostiid="10333911"> Full Text Available <span class="fas fa-external-link-alt"></span> </a> </span> </div> </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/10250860-phenomenological-constraints-transport-properties-qcd-matter-data-driven-model-averaging" itemprop="url"> <span class='span-link' itemprop="name">Phenomenological Constraints on the Transport Properties of QCD Matter with Data-Driven Model Averaging</span> </a> </div> <div> <strong> <a class="misc external-link" href="https://doi.org/10.1103/PhysRevLett.126.242301" target="_blank" title="Link to document DOI">https://doi.org/10.1103/PhysRevLett.126.242301  <span class="fas fa-external-link-alt"></span></a> </strong> </div> <div class="metadata"> <span class="authors"> <span class="author" itemprop="author">Everett, D.</span> <span class="sep">; </span><span class="author" itemprop="author">Ke, W.</span> <span class="sep">; </span><span class="author" itemprop="author">Paquet, J.-F.</span> <span class="sep">; </span><span class="author" itemprop="author">Vujanovic, G.</span> <span class="sep">; </span><span class="author" itemprop="author">Bass, S. A.</span> <span class="sep">; </span><span class="author" itemprop="author">Du, L.</span> <span class="sep">; </span><span class="author" itemprop="author">Gale, C.</span> <span class="sep">; </span><span class="author" itemprop="author">Heffernan, M.</span> <span class="sep">; </span><span class="author" itemprop="author">Heinz, U.</span> <span class="sep">; </span><span class="author" itemprop="author">Liyanage, D.</span> <span class="sep">; </span><span class="author">et al</span></span> <span class="year">( <time itemprop="datePublished" datetime="2021-06-01">June 2021</time> , Physical Review Letters) </span> </div> <span class="editors"> <span class="editor" itemprop="editor">null</span> (Ed.) </span> <div class="actions" style="padding-left:10px;"> <span class="reader-count"> <a class="misc external-link" href="https://doi.org/10.1103/PhysRevLett.126.242301" target="_blank" title="Link to document DOI" data-ostiid="10250860"> Full Text Available <span class="fas fa-external-link-alt"></span> </a> </span> </div> </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/10249744-multisystem-bayesian-constraints-transport-coefficients-qcd-matter" itemprop="url"> <span class='span-link' itemprop="name">Multisystem Bayesian constraints on the transport coefficients of QCD matter</span> </a> </div> <div> <strong> <a class="misc external-link" href="https://doi.org/10.1103/PhysRevC.103.054904" target="_blank" title="Link to document DOI">https://doi.org/10.1103/PhysRevC.103.054904  <span class="fas fa-external-link-alt"></span></a> </strong> </div> <div class="metadata"> <span class="authors"> <span class="author" itemprop="author">Everett, D.</span> <span class="sep">; </span><span class="author" itemprop="author">Ke, W.</span> <span class="sep">; </span><span class="author" itemprop="author">Paquet, J.-F.</span> <span class="sep">; </span><span class="author" itemprop="author">Vujanovic, G.</span> <span class="sep">; </span><span class="author" itemprop="author">Bass, S. A.</span> <span class="sep">; </span><span class="author" itemprop="author">Du, L.</span> <span class="sep">; </span><span class="author" itemprop="author">Gale, C.</span> <span class="sep">; </span><span class="author" itemprop="author">Heffernan, M.</span> <span class="sep">; </span><span class="author" itemprop="author">Heinz, U.</span> <span class="sep">; </span><span class="author" itemprop="author">Liyanage, D.</span> <span class="sep">; </span><span class="author">et al</span></span> <span class="year">( <time itemprop="datePublished" datetime="2021-05-01">May 2021</time> , Physical Review C) </span> </div> <span class="editors"> <span class="editor" itemprop="editor">null</span> (Ed.) </span> <div class="actions" style="padding-left:10px;"> <span class="reader-count"> <a class="misc external-link" href="https://doi.org/10.1103/PhysRevC.103.054904" target="_blank" title="Link to document DOI" data-ostiid="10249744"> Full Text Available <span class="fas fa-external-link-alt"></span> </a> </span> </div> </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/10253318-jetscape-framework-p+p-results" itemprop="url"> <span class='span-link' itemprop="name">JETSCAPE framework: p+p results</span> </a> </div> <div> <strong> <a class="misc external-link" href="https://doi.org/10.1103/physrevc.102.054906" target="_blank" title="Link to document DOI">https://doi.org/10.1103/physrevc.102.054906  <span class="fas fa-external-link-alt"></span></a> </strong> </div> <div class="metadata"> <span class="authors"> <span class="author" itemprop="author">Kumar, A.</span> <span class="sep">; </span><span class="author" itemprop="author">Tachibana, Y.</span> <span class="sep">; </span><span class="author" itemprop="author">Pablos, D.</span> <span class="sep">; </span><span class="author" itemprop="author">Sirimanna, C.</span> <span class="sep">; </span><span class="author" itemprop="author">Fries, R. J.</span> <span class="sep">; </span><span class="author" itemprop="author">Majumder, A.</span> <span class="sep">; </span><span class="author" itemprop="author">Angerami, A.</span> <span class="sep">; </span><span class="author" itemprop="author">Bass, S. A.</span> <span class="sep">; </span><span class="author" itemprop="author">Cao, S.</span> <span class="sep">; </span><span class="author" itemprop="author">Chen, Y.</span> <span class="sep">; </span><span class="author">et al</span></span> <span class="year">( <time itemprop="datePublished" datetime="2020-11-01">November 2020</time> , Physical Review C) </span> </div> <span class="editors"> <span class="editor" itemprop="editor">null</span> (Ed.) </span> <div class="actions" style="padding-left:10px;"> <span class="reader-count"> <a class="misc external-link" href="https://doi.org/10.1103/physrevc.102.054906" target="_blank" title="Link to document DOI" data-ostiid="10253318"> Full Text Available <span class="fas fa-external-link-alt"></span> </a> </span> </div> </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/10155798-motile-active-matter-roadmap" itemprop="url"> <span class='span-link' itemprop="name">The 2020 motile active matter roadmap</span> </a> </div> <div> <strong> <a class="misc external-link" href="https://doi.org/10.1088/1361-648X/ab6348" target="_blank" title="Link to document DOI">https://doi.org/10.1088/1361-648X/ab6348  <span class="fas fa-external-link-alt"></span></a> </strong> </div> <div class="metadata"> <span class="authors"> <span class="author" itemprop="author">Gompper, Gerhard</span> <span class="sep">; </span><span class="author" itemprop="author">Winkler, Roland G</span> <span class="sep">; </span><span class="author" itemprop="author">Speck, Thomas</span> <span class="sep">; </span><span class="author" itemprop="author">Solon, Alexandre</span> <span class="sep">; </span><span class="author" itemprop="author">Nardini, Cesare</span> <span class="sep">; </span><span class="author" itemprop="author">Peruani, Fernando</span> <span class="sep">; </span><span class="author" itemprop="author">Löwen, Hartmut</span> <span class="sep">; </span><span class="author" itemprop="author">Golestanian, Ramin</span> <span class="sep">; </span><span class="author" itemprop="author">Kaupp, U Benjamin</span> <span class="sep">; </span><span class="author" itemprop="author">Alvarez, Luis</span> <span class="sep">; </span><span class="author">et al</span></span> <span class="year">( <time itemprop="datePublished" datetime="2020-05-08">May 2020</time> , Journal of Physics: Condensed Matter) </span> </div> <div class="actions" style="padding-left:10px;"> <span class="reader-count"> <a class="misc external-link" href="https://doi.org/10.1088/1361-648X/ab6348" target="_blank" title="Link to document DOI" data-ostiid="10155798"> Full Text Available <span class="fas fa-external-link-alt"></span> </a> </span> </div> </div><div class="clearfix"></div> </div> </li> </ol> <div id="pagination-lower" style=""> <div class="pull-right" style="line-height: 30px;"> <div class="btn-group pagination nomargin"> <a href="#" class="btn btn-sm btn-default noborderradius" disabled="disabled">«<span class="hidden-xs"> Prev</span></a> <a class="dropdown-toggle btn btn-sm btn-default paging-dropdown hidden-xs noborderradius" href="#" data-toggle="dropdown"><span class="caret"></span><span class="sr-only">Select page number</span></a> <div class="dropdown-menu pull-right paging-slider-dropdown" style="padding: 15px;"> <small> <div class="text-muted" style="line-height:20px;"><label for="pagination-sel-sptag-2">Go to page: <span class="paging-target">1</span> of <span class="paging-max">33</span></label></div> <div> <table> <tr> <td valign="top"> <input id="pagination-sel-sptag-2" data-range="" value="1" min="1" max="33" name="pagination-sel" type="range" class="pagination-sel noborderradius" style="height:26px;padding:0px;margin-right:5px; 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