Muon Identification using Neural Networks With the Muon Telescope Detector at STAR
文献类型：期刊论文
| 作者 | Brandenburg, James D.1; Adam, J.13; Adamczyk, L.3; Adams, J. R.36; Adkins, J. K.27; Agakishiev, G.25; Aggarwal, M. M.38; Ahammed, Z.58; Alekseev, I.4,32; Anderson, D. M.52 |
| 刊名 | NUCLEAR PHYSICS A
 |
| 出版日期 | 2019-02-01 |
| 卷号 | 982页码:192-194 |
| 关键词 | Muon Neural Network Muon Telescope Detector STAR Dimuon |
| ISSN号 | 0375-9474 |
| DOI | 10.1016/j.nuclphysa.2018.10.036 |
| 英文摘要 | The installation of the Muon Telescope Detector (MTD) at STAR allows a measurement of the dimuon (mu(+)mu(-)) production in heavy-ion collisions over a large invariant mass range for the first time. Data has been collected with the MTD from Au+Au collisions at root S-NN = 200 GeV and from p+p collisions at root S = 200 GeV. These two datasets allow for new opportunities to measure the dimuon invariant mass spectra at STAR. Before any dimuon measurements can be made, muons must be identified. This contribution presents muon identification employing deep neural networks (DNN) and compares it with other multi-variate techniques. Applications of the DNN technique for data-driven purity measurements are discussed. |
| WOS关键词 | QUARK-GLUON PLASMA ; PERSPECTIVE |
| WOS研究方向 | Physics |
| 语种 | 英语 |
| WOS记录号 | WOS:000457515500032 |
| 出版者 | ELSEVIER SCIENCE BV |
| 源URL | [http://119.78.100.186/handle/113462/65894]  |
| 专题 | 中国科学院近代物理研究所 |
| 作者单位 | 1.Rice Univ, Houston, TX 77005 USA 2.Abilene Christian Univ, Abilene, TX 79699 USA 3.AGH Univ Sci & Technol, FPACS, PL-30059 Krakow, Poland 4.Alikhanov Inst Theoret & Expt Phys, Moscow 117218, Russia 5.Argonne Natl Lab, 9700 S Cass Ave, Argonne, IL 60439 USA 6.Brookhaven Natl Lab, Upton, NY 11973 USA 7.Univ Calif Berkeley, Berkeley, CA 94720 USA 8.Univ Calif Davis, Davis, CA 95616 USA 9.Univ Calif Los Angeles, Los Angeles, CA 90095 USA 10.Univ Calif Riverside, Riverside, CA 92521 USA |
| 推荐引用方式 GB/T 7714 | Brandenburg, James D.,Adam, J.,Adamczyk, L.,et al. Muon Identification using Neural Networks With the Muon Telescope Detector at STAR[J]. NUCLEAR PHYSICS A,2019,982:192-194. |
| APA | Brandenburg, James D..,Adam, J..,Adamczyk, L..,Adams, J. R..,Adkins, J. K..,...&Zyzak, M..(2019).Muon Identification using Neural Networks With the Muon Telescope Detector at STAR.NUCLEAR PHYSICS A,982,192-194. |
| MLA | Brandenburg, James D.,et al."Muon Identification using Neural Networks With the Muon Telescope Detector at STAR".NUCLEAR PHYSICS A 982(2019):192-194. |
入库方式： OAI收割
来源：近代物理研究所
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