Quantum Computing and Machine Learning Workshop 2024

Session

Plenary

Aug 6, 2024, 8:30 AM

Conveners

Plenary

• weimin song (Jilin University)

Plenary

• Ke LI (IHEP)
• Zheng-De Zhang (张正德) (IHEP(高能所))

Plenary

• UNKNOWN 宫明 ()
• Ying-Ying Li (USTC)

Plenary

• Gang LI (高能所)

Plenary

• Gang LI (高能所)
• Guang ZHAO (高能所)

Plenary

• Ye YUAN (高能所)
• Yaquan FANG Yaquan (高能所)

Contribution list Timetable

20. 欢迎致辞

8/6/24, 8:30 AM

22. Overview of ML studies at CMS and ATLAS

瑞 张 (University of Wisconsion)

8/6/24, 8:40 AM

Talk

42. Jet tagging at CEPC (online)

Manqi Ruan (IHEP)

8/6/24, 9:20 AM

21. 机器学习驱动的同步辐射实验“智慧终端”应用研究

UNKNOWN 赵丽娜 (高能所)

8/6/24, 9:45 AM

Talk

70. 人工智能基本原理与研究进展

育鑫 叶

8/6/24, 10:40 AM

71. Deep learning applications in the generation of attosecond ultrafast magnetic fields in intense laser field

Shujuan Yan

8/6/24, 11:05 AM

52. Sophon meets LHC: Accelerating resonance discovery via signature-oriented pre-training

Congqiao Li (Peking University)

8/6/24, 11:30 AM

25. AI assistant for ATLAS - chATLAS

Cary Randazzo (ATLAS Collaboration)

8/6/24, 2:00 PM

26. AI agent for BESIII - Dr. Sai

Ke LI (IHEP)

8/6/24, 2:25 PM

30. LLM model for HEP - Xiwu

Siyang Chen (Institude of High Energy Physics)

8/6/24, 2:50 PM

27. AI platform and software framework at IHEP

Yiyu Zhang

8/6/24, 3:15 PM

Talk

28. Multi-agents system for BESIII analysis

bolun zhang (IHEP)

8/6/24, 4:00 PM

29. Data cleaning for LLM

Junkun Jiao (Jilin University)

8/6/24, 4:25 PM

73. 多模态大模型的实践与思考

优松 朱

8/6/24, 4:50 PM

74. 基于国产加速卡的科学大模型研究与实践

超 杨

8/6/24, 5:15 PM

33. Scattering amplitude from quantum computing with reduction formula

Xingyu Guo

8/7/24, 9:00 AM

36. Quantum simulations of non-perturbative effects in strong field QED

Bin Xu (Peking University)

8/7/24, 9:25 AM

34. 量子计算在核物理的应用研究 (online)

Shijie Wei

8/7/24, 9:50 AM

37. Variational ansatz inspired by quantum imaginary time evolution

Xiaoyang Wang (P)

8/7/24, 10:45 AM

38. 数字化反向透热补偿算法对于优化问题的求解

卉杰 关

8/7/24, 11:10 AM

40. AI for complex physical simulation and inverse design (online)

泰霖 吴

8/7/24, 2:00 PM

39. Machine Learning Accelerated CALYPSO Structure Prediction Method

朋越 高

8/7/24, 2:40 PM

54. Cluster counting reconstruction with classical supervised learning and transfer learning

Guang ZHAO (高能所)

8/7/24, 3:05 PM

24. Overview of ML studies at JUNO (online)

腾 李 (Shandong University)

8/7/24, 4:20 PM

Talk

55. Learning powerful jet representations via self-supervision

Shudong Wang (高能所)

8/7/24, 4:45 PM

75. A Novel Quantum Realization of Jet Clustering in High-Energy Physics Experiments

永峰 朱

8/7/24, 5:10 PM

50. Deep Learning-Based C14 Pile-Up Identification in the JUNO Experiment

文兴 方 (高能所)

8/7/24, 5:35 PM

46. Quantum annealing inspired algorithms for reconstruction (online)

Hideki (英希) Okawa (大川) (IHEP)

8/8/24, 9:00 AM

47. Quantum GAN for fast shower simulation

Xiaozhong Huang (IHEP)

8/8/24, 9:25 AM

48. Integration of quantum computing into transformer architectures for High Energy Physics

Abdualazem Mohammed (Institute of High Energy Physics)

8/8/24, 9:50 AM

57. MVAs in Belle II experiment

Meihong LIU (Jilin University)

8/8/24, 10:45 AM

Talk

49. Particle Indentification based on CNN/QCNN

志鹏 姚 (Shandong University)

8/8/24, 11:10 AM

53. Hadron Identification based on DNN at BESⅢ

昊 袁 (高能所)

8/8/24, 11:35 AM

43. GNN for tracking at BESIII and STCF (online)

Xiaoshuai Qin (Shandong University)

8/8/24, 2:00 PM

Talk

45. GNN Track Reconstruction of Non-helical BSM Signatures

Qiyu Sha

8/8/24, 2:25 PM

51. Enhancing GRB Detection: Machine Learning Optimization of Triggerless Data Analysis Algorithms for LHAASO-WCDA

ABDULHAFIZ AHMED MUSTOFA (IHEP)

8/8/24, 2:50 PM

56. Simulation Based Inference for Future Collider

Lingfeng Li (Brown University)

8/8/24, 3:35 PM

44. Pipeline for Installing ML Algorithms in Athena’s Offline Data Quality Monitoring via Onnx

Cary Randazzo (ATLAS Collaboration)

8/8/24, 4:00 PM

58. Discussion and Remark

8/8/24, 4:25 PM

31. Dr. Sai tutorial

23. Overview of ML studies at ATLAS

41. Peak finding algorithm for cluster counting with domain adaptation

Guang ZHAO (高能所)

35. TBD

Xiaoyang Wang

32. TBD（院士报告）

Talk

76. 多模态大模型的实践与思考

优松 朱

72. 源2.0模型的开发和经验

CHAO WANG (nssc)