Zobrazeno 1 - 10
of 163
pro vyhledávání: '"Mak, Simon"'
Software testing is essential for the reliable development of complex software systems. A key step in software testing is fault localization, which uses test data to pinpoint failure-inducing combinations for further diagnosis. Existing fault localiz
Externí odkaz:
http://arxiv.org/abs/2403.08079
Autor:
Miller, John Joshua, Mak, Simon
The optimization of a black-box simulator over control parameters $\mathbf{x}$ arises in a myriad of scientific applications. In such applications, the simulator often takes the form $f(\mathbf{x},\boldsymbol{\theta})$, where $\boldsymbol{\theta}$ ar
Externí odkaz:
http://arxiv.org/abs/2403.03816
Autor:
Mankolli, Andi, Angerami, Aaron, Arora, Ritu, Bass, Steffen, Cao, Shanshan, Chen, Yi, Du, Lipei, Ehlers, Raymond, Elfner, Hannah, Fan, Wenkai, Fries, Rainer J., Gale, Charles, He, Yayun, Heinz, Ulrich, Jacak, Barbara, Jacobs, Peter, Jeon, Sangyong, Ji, Yi, Kasper, Lauren, Kordell II, Michael, Kumar, Amit, Kunnawalkam-Elayavalli, R., Latessa, Joseph, Lee, Sook H., Lee, Yen-Jie, Liyanage, Dananjaya, Luzum, Matt, Majumder, Abhijit, Mak, Simon, Martin, Christal, Mehryar, Haydar, Mengel, Tanner, Mulligan, James, Nattrass, Christine, Paquet, Jean-Francois, Parker, Cameron, Putschke, Joern H., Roland, Gunther, Schenke, Bjoern, Schwiebert, Loren, Sengupta, Arjun, Shen, Chun, Sirimanna, Chathuranga, Soltz, Ron A., Soudi, Ismail, Strickland, Michael, Tachibana, Yasuki, Velkovska, Julia, Vujanovic, Gojko, Wang, Xin-Nian, Zhao, Wenbin
Considerable information about the early-stage dynamics of heavy-ion collisions is encoded in the rapidity dependence of measurements. To leverage the large amount of experimental data, we perform a systematic analysis using three-dimensional hydrody
Externí odkaz:
http://arxiv.org/abs/2401.00402
Autor:
Li, Kevin, Mak, Simon
Gaussian processes (GPs) are a popular class of Bayesian nonparametric models, but its training can be computationally burdensome for massive training datasets. While there has been notable work on scaling up these models for big data, existing metho
Externí odkaz:
http://arxiv.org/abs/2311.08752
Autor:
Parker, Cameron, Angerami, Aaron, Arora, Ritu, Bass, Steffen, Cao, Shanshan, Chen, Yi, Ehlers, Raymond, Elfner, Hannah, Fan, Wenkai, Fries, Rainer J., Gale, Charles, He, Yayun, Heinz, Ulrich, Jacak, Barbara, Jacobs, Peter, Jeon, Sangyong, Ji, Yi, Kasper, Lauren, Kordell II, Michael, Kumar, Amit, Latessa, Joseph, Lee, Yen-Jie, Lemmon, Roy, Liyanage, Dananjaya, Lopez, Arthur, Luzum, Matt, Majumder, Abhijit, Mak, Simon, Mankolli, Andi, Martin, Christal, Mehryar, Haydar, Mengel, Tanner, Mulligan, James, Nattrass, Christine, Norman, Jaime, Paquet, Jean-Francois, Putschke, Joern H., Roland, Gunther, Schenke, Bjoern, Schwiebert, Loren, Sengupta, Arjun, Shen, Chun, Sirimanna, Chathuranga, Soltz, Ron A., Soudi, Ismail, Strickland, Michael, Tachibana, Yasuki, Velkovska, Julia, Vujanovic, Gojko, Wang, Xin-Nian, Zhao, Wenbin
In this talk we review jet production in a large variety of collision systems using the JETSCAPE event generator and Hybrid Hadronization. Hybrid Hadronization combines quark recombination, applicable when distances between partons in phase space are
Externí odkaz:
http://arxiv.org/abs/2310.20631
Robust Principal Component Analysis (RPCA) is a widely used method for recovering low-rank structure from data matrices corrupted by significant and sparse outliers. These corruptions may arise from occlusions, malicious tampering, or other causes fo
Externí odkaz:
http://arxiv.org/abs/2310.19787
Fourier feature approximations have been successfully applied in the literature for scalable Gaussian Process (GP) regression. In particular, Quadrature Fourier Features (QFF) derived from Gaussian quadrature rules have gained popularity in recent ye
Externí odkaz:
http://arxiv.org/abs/2310.14544
Autor:
Majumder, Abhijit, Angerami, Aaron, Arora, Ritu, Bass, Steffen, Cao, Shanshan, Chen, Yi, Ehlers, Raymond, Elfner, Hannah, Fan, Wenkai, Fries, Rainer J., Gale, Charles, He, Yayun, Heinz, Ulrich, Jacak, Barbara, Jacobs, Peter, Jeon, Sangyong, Ji, Yi, Kasper, Lauren, Kordell II, Michael, Kumar, Amit, Latessa, Joseph, Lee, Yen-Jie, Lemmon, Roy, Liyanage, Dananjaya, Lopez, Arthur, Luzum, Matt, Mak, Simon, Mankolli, Andi, Martin, Christal, Mehryar, Haydar, Mengel, Tanner, Mulligan, James, Nattrass, Christine, Norman, Jaime, Paquet, Jean-Francois, Parker, Cameron, Putschke, Joern H., Roland, Gunther, Schenke, Bjoern, Schwiebert, Loren, Sengupta, Arjun, Shen, Chun, Sirimanna, Chathuranga, Soltz, Ron A., Soudi, Ismail, Strickland, Michael, Tachibana, Yasuki, Velkovska, Julia, Vujanovic, Gojko, Wang, Xin-Nian, Zhao, Wenbin
Publikováno v:
Proceedings of Science (Hard Probes 2023) 2023
Understanding the modification of jets and high-$p_T$ probes in small systems requires the integration of soft and hard physics. We present recent developments in extending the JETSCAPE framework to build an event generator, which includes correlatio
Externí odkaz:
http://arxiv.org/abs/2308.02650
Experiments are the gold standard for causal inference. In many applications, experimental units can often be recruited or chosen sequentially, and the adaptive execution of such experiments may offer greatly improved inference of causal quantities o
Externí odkaz:
http://arxiv.org/abs/2306.07480
The Quark-Gluon Plasma (QGP) is a unique phase of nuclear matter, theorized to have filled the Universe shortly after the Big Bang. A critical challenge in studying the QGP is that, to reconcile experimental observables with theoretical parameters, o
Externí odkaz:
http://arxiv.org/abs/2306.07299