Charming Decays of the Higgs, Z, and W Bosons: Development and Deployment of a New Calibration Method for Charm Jet Identification
暫譯: 希格斯、Z 和 W 玻色子的迷人衰變:新型魅子噴流識別的校準方法的開發與部署

Mondal, Spandan

  • 出版商: Springer
  • 出版日期: 2025-05-13
  • 售價: $7,970
  • 貴賓價: 9.5$7,572
  • 語言: 英文
  • 頁數: 160
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3031846761
  • ISBN-13: 9783031846762
  • 相關分類: 物理學 Physics
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book presents searches for the Higgs boson, Z boson, and W boson decaying into charm quark(s) performed with proton-proton collision data at √s = 13TeV collected by the CMS experiment at the LHC, CERN, corresponding to an integrated luminosity of 138 fb-1 and recorded between 2016 and 2018. The searches are carried out using events in which the Higgs/Z/W boson is produced in association with a leptonically-decaying Z or W boson. This thesis also discusses a novel calibration algorithm for charm jet identification that enables maximal use of the available information related to charm jets. The new method is used to correct the entire distribution expected as output when jet flavour identification algorithms are applied to jets of different flavours. The calibrated results improve over traditional efficiency measurements and help enhance the sensitivities of the Higgs, Z, and W searches. This book primarily reports on the so-called resolved-jet topology of the Higgs/Z/W boson searches, where the boson candidates are reconstructed using two separate small-radius (AK4) jets. Upon statistically combining the results of the resolved-jet search with a complementary merged-jet approach, the observed (expected) upper limit on the Higgs decay to charm quarks corresponds to 14 (7.6) times the Standard Model expectation at the 95% CL which is the most stringent direct limit to date. A significance of 5.7σ (5.9σ) over the background-only prediction is observed (expected) in case of the search for charmed Z boson decays. Only the resolved-jet topology is used in the search for charmed W decays and the observed (expected) significance is 5.6σ (5.7σ) over the background-only prediction. These mark the first observations of charmed decays of the Z and W bosons at a hadron collider experiment.

商品描述(中文翻譯)

這本書介紹了在大型強子對撞機(LHC)上由CMS實驗收集的質子-質子碰撞數據中,對希格斯玻色子、Z玻色子和W玻色子衰變為魅夸克的搜索,碰撞能量為 √s = 13TeV,對應的積分亮度為138 fb⁻¹,數據收集時間為2016年至2018年。這些搜索是通過與以輕子衰變的Z或W玻色子相關聯的事件來進行的。本論文還討論了一種新穎的魅噴流識別校準算法,該算法能夠最大限度地利用與魅噴流相關的可用信息。這種新方法用於修正當噴流味道識別算法應用於不同味道的噴流時預期的整個分佈。經過校準的結果在傳統效率測量上有所改善,並有助於提高對希格斯、Z和W的搜索靈敏度。本書主要報告了希格斯/Z/W玻色子搜索的所謂解決噴流拓撲,其中玻色子候選者是使用兩個獨立的小半徑(AK4)噴流重建的。通過統計性地將解決噴流搜索的結果與互補的合併噴流方法結合,觀察到的(預期的)希格斯衰變為魅夸克的上限對應於標準模型預期的14(7.6)倍,這是在95%置信水平下最嚴格的直接限制。在對魅Z玻色子衰變的搜索中,觀察到(預期的)顯著性為5.7σ(5.9σ),相對於僅背景預測。在對魅W玻色子衰變的搜索中,僅使用了解決噴流拓撲,觀察到(預期的)顯著性為5.6σ(5.7σ),相對於僅背景預測。這些標誌著在強子對撞機實驗中首次觀察到魅Z和W玻色子的衰變。

作者簡介

Spandan Mondal is currently a postdoctoral fellow in the Department of Physics at Brown University, working with the group led by Profs. Heintz and Barone. Within the CMS Collaboration, he serves as a convener of the flavor tagging physics group. His work focuses on developing new ML-based reconstruction and calibration methods for identifying heavy-flavor hadronic decays. Additionally, he continues to work on the search for the Higgs boson decaying into a charm quark-antiquark pair and explores other topics in Higgs physics, such as its production in the vector boson fusion and scattering modes, as well as its decay into leptonic final states. Spandan's goal is to extend the use of novel data analysis techniques across a broad range of studies within the CMS Collaboration.

作者簡介(中文翻譯)

Spandan Mondal 目前是布朗大學物理系的博士後研究員,與海因茲(Heintz)教授和巴羅內(Barone)教授領導的團隊合作。在CMS合作組織中,他擔任風味標記物理小組的召集人。他的工作重點是開發基於機器學習(ML)的重建和校準方法,以識別重味道的強子衰變。此外,他還持續進行尋找希格斯玻色子衰變為魅夸克-反魅夸克對的研究,並探索希格斯物理的其他主題,例如在矢量玻色子融合和散射模式中的產生,以及其衰變為輕子最終態。Spandan的目標是擴展新穎數據分析技術在CMS合作組織內各種研究中的應用。