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  1. Free, publicly-accessible full text available July 23, 2024
  2. 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/10443147-contrastive-mean-teacher-domain-adaptive-object-detectors" itemprop="url"> <span class='span-link' itemprop="name">Contrastive mean teacher for domain adaptive object Detectors</span> </a> </div> <div class="metadata"> <span class="authors"> <span class="author" itemprop="author">Cao, S.</span> <span class="sep">; </span><span class="author" itemprop="author">Joshi, D.</span> <span class="sep">; </span><span class="author" itemprop="author">Gui, L.-Y.</span> <span class="sep">; </span><span class="author" itemprop="author">Wang, Y.-X.</span> </span> <span class="year">( <time itemprop="datePublished" datetime="2023-01-01">January 2023</time> , IEEE / CVF Computer Vision and Pattern Recognition Conference) </span> </div> <div class="actions" style="padding-left:10px;"> <span class="reader-count"> <a class="misc" href="https://par.nsf.gov//servlets/purl/10443147" title="Link to document media" target="_blank"> <img class="ft_icon" alt="Accepted Manuscript" src="https://par.nsf.gov//img/ui/page_white_acrobat.png"/> Full Text Available</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/10443128-learning-lightweight-object-detectors-via-progressive-knowledge-distillation" itemprop="url"> <span class='span-link' itemprop="name">Learning lightweight object detectors via progressive knowledge distillation</span> </a> </div> <div class="metadata"> <span class="authors"> <span class="author" itemprop="author">Cao, S.</span> <span class="sep">; </span><span class="author" itemprop="author">Li, M.</span> <span class="sep">; </span><span class="author" itemprop="author">Hays, J.</span> <span class="sep">; </span><span class="author" itemprop="author">Ramanan, D.</span> <span class="sep">; </span><span class="author" itemprop="author">Wang, Y.-X.</span> <span class="sep">; </span><span class="author" itemprop="author">Gui L.-Y.</span> </span> <span class="year">( <time itemprop="datePublished" datetime="2023-01-01">January 2023</time> , International Conference on Machine Learning) </span> </div> <div class="actions" style="padding-left:10px;"> <span class="reader-count"> <a class="misc" href="https://par.nsf.gov//servlets/purl/10443128" title="Link to document media" target="_blank"> <img class="ft_icon" alt="Accepted Manuscript" src="https://par.nsf.gov//img/ui/page_white_acrobat.png"/> Full Text Available</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/10427902-bias-aware-probabilistic-boolean-matrix-factorization" itemprop="url"> <span class='span-link' itemprop="name">Bias Aware Probabilistic Boolean Matrix Factorization</span> </a> </div> <div class="metadata"> <span class="authors"> <span class="author" itemprop="author">Wan C</span> <span class="sep">; </span><span class="author" itemprop="author">Dang P</span> <span class="sep">; </span><span class="author" itemprop="author">Zhao T</span> <span class="sep">; </span><span class="author" itemprop="author">Zang Y</span> <span class="sep">; </span><span class="author" itemprop="author">Zhang C</span> <span class="sep">; </span><span class="author" itemprop="author">Cao S</span> </span> <span class="year">( <time itemprop="datePublished" datetime="2022-01-01">January 2022</time> , Uncertainty in artificial intelligence) </span> </div> <div class="actions" style="padding-left:10px;"> <span class="reader-count"> <a class="misc" href="https://par.nsf.gov//servlets/purl/10427902" title="Link to document media" target="_blank"> <img class="ft_icon" alt="Accepted Manuscript" src="https://par.nsf.gov//img/ui/page_white_acrobat.png"/> Full Text Available</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/10202720-shock-induced-bubble-collapse-near-solid-materials-effect-acoustic-impedance" itemprop="url"> <span class='span-link' itemprop="name">Shock-induced bubble collapse near solid materials: effect of acoustic impedance</span> </a> </div> <div> <strong> <a class="misc external-link" href="https://doi.org/10.1017/jfm.2020.810" target="_blank" title="Link to document DOI">https://doi.org/10.1017/jfm.2020.810  <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">Wang, G.</span> <span class="sep">; </span><span class="author" itemprop="author">Coutier-Delgosha, O.</span> <span class="sep">; </span><span class="author" itemprop="author">Wang, K.</span> </span> <span class="year">( <time itemprop="datePublished" datetime="2021-01-25">January 2021</time> , Journal of Fluid Mechanics) </span> </div> <span class="editors"> <span class="editor" itemprop="editor">null</span> (Ed.) </span> <div style="cursor: pointer;-webkit-line-clamp: 5;" class="abstract" itemprop="description"> The fluid dynamics of a bubble collapsing near an elastic or viscoelastic material is coupled with the mechanical response of the material. We apply a multiphase fluid–solid coupled computational model to simulate the collapse of an air bubble in water induced by an ultrasound shock wave, near different types of materials including metals (e.g. aluminium), polymers (e.g. polyurea), minerals (e.g. gypsum), glass and foams. We characterize the two-way fluid–material interaction by examining the fluid pressure and velocity fields, the time history of bubble shape and volume and the maximum tensile and shear stresses produced in the material. We show that the ratio of the longitudinal acoustic impedance of the material compared to that of the ambient fluid, $Z/Z_0$ , plays a significant role. When $Z/Z_0<1$ , the material reflects the compressive front of the incident shock into a tensile wave. The reflected tensile wave impinges on the bubble and decelerates its collapse. As a result, the collapse produces a liquid jet, but not necessarily a shock wave. When $Z/Z_0>1$ , the reflected wave is compressive and accelerates the bubble's collapse, leading to the emission of a shock wave whose amplitude increases linearly with $\log (Z/Z_0)$ , and can be much higher than the amplitude of the incident shock. The reflection of this emitted shock wave impinges on the bubble during its rebound. It reduces the speed of the bubble's rebound and the velocity of the liquid jet. Furthermore, we show that, for a set of materials with $Z/Z_0\in [0.04, 10.8]$ , the effect of acoustic impedance on the bubble's collapse time and minimum volume can be captured using phenomenological models constructed based on the solution of Rayleigh–Plesset equation. </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"> <a class="misc external-link" href="https://doi.org/10.1017/jfm.2020.810" target="_blank" title="Link to document DOI" data-ostiid="10202720"> 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/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/10253610-interplaying-mechanisms-behind-inclusive-jet-extraction-jet-energy-loss-distributions" itemprop="url"> <span class='span-link' itemprop="name">Interplaying mechanisms behind inclusive jet R and extraction of jet energy loss distributions</span> </a> </div> <div> <strong> <a class="misc external-link" href="https://doi.org/10.1016/j.nuclphysa.2020.122032" target="_blank" title="Link to document DOI">https://doi.org/10.1016/j.nuclphysa.2020.122032  <span class="fas fa-external-link-alt"></span></a> </strong> </div> <div class="metadata"> <span class="authors"> <span class="author" itemprop="author">He, Y.</span> <span class="sep">; </span><span class="author" itemprop="author">Cao, S.</span> <span class="sep">; </span><span class="author" itemprop="author">Chen, W.</span> <span class="sep">; </span><span class="author" itemprop="author">Luo, T.</span> <span class="sep">; </span><span class="author" itemprop="author">Pang, L.-G.</span> <span class="sep">; </span><span class="author" itemprop="author">Wang, X.-N.</span> </span> <span class="year">( <time itemprop="datePublished" datetime="2021-01-01">January 2021</time> , Nuclear Physics A) </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/10.1016/j.nuclphysa.2020.122032" target="_blank" title="Link to document DOI" data-ostiid="10253610"> 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">5</span></label></div> <div> <table> <tr> <td valign="top"> <input id="pagination-sel-sptag-2" data-range="" value="1" min="1" max="5" name="pagination-sel" type="range" class="pagination-sel noborderradius" style="height:26px;padding:0px;margin-right:5px; 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