1. IE browser is NOT supported anymore. Please use Chrome, Firefox or Edge instead.
2. If you are a new user, please register to get an IHEP SSO account through https://login.ihep.ac.cn/registlight.jsp Any questions, please email us at helpdesk@ihep.ac.cn or call 88236855.
3. If you need to create a conference in the "Conferences, Workshops and Events" zone, please email us at helpdesk@ihep.ac.cn.
4. The max file size allowed for upload is 100 Mb.
29 October 2025 to 2 November 2025
河南省新乡市 (Xinxiang, Henan)
Asia/Shanghai timezone

Entanglement and Bell Nonlocality in τ+τ- at the LHC using Machine Learning for Neutrino Reconstruction

31 Oct 2025, 15:20
20m
平原AB厅

平原AB厅

Theory Parallel 4

Speaker

Mr Baihong Zhou (Tsung-Dao Lee Institute, Shanghai Jiao Tong Univ. (CN))

Description

Experiments at the CERN Large Hadron Collider (LHC) have accumulated an unprecedented amount of data corresponding to a large variety of quantum states. Although searching for new particles beyond the Standard Model of particle physics remains a high priority for the LHC program, precision measurements of the physical processes predicted in the Standard Model continue to lead us to a deeper understanding of nature at high energies. We carry out detailed simulations for the process $pp \rightarrow \tau^+ \tau^-$ to perform quantum tomography and to measure the quantum entanglement and the Bell nonlocality of the $\tau^+ \tau^-$ two-qubit state, including both statistical and systematic uncertainties. By using advanced machine learning techniques for neutrino momentum reconstruction, we achieve precise measurements of the full spin density matrix, a critical advantage over previous studies limited by reconstruction challenges for missing momenta. Our analysis reveals a clear observation of Bell nonlocality with high statistical significance, surpassing 5$\sigma$, establishing $\tau^+ \tau^-$ as an ideal system for quantum information studies in high-energy collisions. Given its experimental feasibility and the high expected sensitivity for Bell nonlocality, we propose that $\tau^+ \tau^-$ should be regarded as the new benchmark system for quantum information studies at the LHC, complementing and extending the insights gained from the $ t\bar{t}$ system.

Primary authors

Yulei Zhang (University of Washington) Mr Baihong Zhou (Tsung-Dao Lee Institute, Shanghai Jiao Tong Univ. (CN)) Dr Qibin Liu (TDLI., Shanghai JiaoTong University) Prof. Shu Li (TDLI, SJTU) Prof. Shih-Chieh Hsu (University of Washington) Prof. Tao Han (University of Pittsburgh) Dr Matthew Low (University of Pittsburgh) Mr Tong Arthur Wu (University of Pittsburgh)

Presentation materials