Particle Physics in Computing Frontier

chaired by Myeonghun Park (Seoul National University of Science and Technology), K.C. Kong (University of Kansas), Sanghyeon Chang (IBS-CTPU), Minho Son (KAIST)
from to (Asia/Seoul)
at IBS ( Conference Room )
Institute for Basic Science (IBS) 55, Expo-ro, Yuseong-gu, Daejeon, Korea, 34126
Description

Data from particle physics is unique and challenging due to its tremendous size and complicate structure coming  from quantum nature.

The goal of the focus-workshop is to explore novel techniques for the future exploration of BSM physics in Energy Frontier, including exciting developments in the field of machine learning and quantum computing. 

The structure of the workshop will be designed to survey the core questions in new physics searches and to stimulate intense discussion/collaboration among the participants. In addition to the invited talks, there also will be lectures about the main themes of the workshop. 
 

Invited speakers 

  • Spencer Chang (Oregon U.)
  • Yang-Ting Chien (Stony Brook)
  • Suyong Choi (Korea U.)
  • Barry Dillon (Stefan Inst.)
  • Felipe Ferreira (U. of Averio)
  • Dorival Goncalves (Oklahoma U.)
  • Claudius Krause (Fermilab)
  • Seung J. Lee (Korea U.)
  • Sung Hak Lim (KEK)
  • Tao Liu (HKUST)
  • Yuichiro Nakai (TD Lee I.)
  • Chris Rogan (Kansas U.)
  • David Shih (Rutgers)
  • Yuhsin Tsai (Maryland U.)

Special talks 

  • Joonwoo Bae (KAIST, EE): Computing Based on Quantum Principles
  • Eunsol Kim (Kakao Brain):  Large-scale image/video understanding via symbolic scene graphs 

Venue

IBS CTPU, Daejeon, Republic of Korea (location)


Sponsored by

 

 

 

Material:
Support Email: wjdgus06@ibs.re.kr
Go to day
  • Monday, 9 December 2019
    • 08:00 - 08:45 Registration 45'
    • 08:45 - 09:00 General introduction 15'
    • 09:00 - 12:00 Session 1 (chair: Chris Rogan)
      • 09:00 Searching for the Unexpected with Unsupervised Machine Learning 1h30'
        Speaker: David Shih (Rutgers U.)
        Material: Slides pdf file
      • 10:30 Jet or Event ? - Physics at Future e-e+ Colliders 1h30'
        Speaker: Tao Liu (HKUST)
    • 12:00 - 13:30 Lunch ( cafeteria )
    • 13:30 - 16:30 Session 2 (Chair: David Shih)
      • 13:30 LHC Kinematics and Unsupervised Learning for New Physics Searches 1h30'
        Speaker: Christopher Rogan (U. Kansas)
        Material: Slides pdf filedown arrow
      • 15:00 Strange Jet Tagging 1h30'
        Speaker: Yuichiro Nakai (Shanghai Jiaotong U.)
        Material: Slides pdf file
    • 16:30 - 16:45 Break
    • 16:45 - 18:00 Lecture: David Shih
      • 16:45 Machine Learning 1 1h15'
        Speaker: David Shih (Rutgers U)
        Material: Slides pdf file
  • Tuesday, 10 December 2019
    • 09:00 - 12:00 Session 3 (Chair: Yuichiro Nakai)
      • 09:00 Two-point energy correlation spectra analysis for top tagging and beyond 1h30'
        Speaker: Sung Hak Lim (KEK)
        Material: Slides pdf file
      • 10:30 Deep Learning Jet Substructure from Two Particle Correlation 1h30'
        Speaker: Yang-Ting Chien (YITP, Stony Brook)
        Material: Slides pdf file
    • 12:00 - 13:30 Lunch
    • 13:30 - 16:30 Session 4 (Chair: Yang-Ting Chien)
      • 13:30 Event Generation with Normalizing Flows 1h30'
        Speaker: Claudius Krause (Fermilab)
        Material: Slides pdf file notes unknown type filedown arrow
      • 15:00 Simulating collider physics data with GAN 1h30'
        Speaker: Suyong Choi (Korea U.)
        Material: Slides powerpoint file
    • 16:30 - 16:45 Break
    • 16:45 - 18:00 Lecture: David Shih
      • 16:45 Machine Learning 2 1h15'
        Material: Slides pdf file
  • Wednesday, 11 December 2019
    • 09:00 - 12:00 Session 5 (Chair: Tao Liu)
      • 09:00 Unsupervised event classification using probabilistic modelling 1h30'
        Speaker: Barry M. Dillon (Stefan Inst.)
        Material: Slides pdf file
      • 10:30 IR sensitivity of Machine Learning top tagging 1h30'
        Speaker: Seung J. Lee (Korea U.)
    • 12:00 - 13:30 Lunch
    • 13:30 - 14:45 Lecture: David Shih
      • 13:30 Machine Learning 3 1h15'
        Material: Slides pdf file
    • 15:00 - 17:30 IBS-CAPP tour 2h30'
    • 18:30 - 20:00 Banquet
  • Thursday, 12 December 2019
    • 09:00 - 12:00 Session 6 (Chair: Spencer Chang)
      • 09:00 High-lumi opportunities for Higgs physics 1h30'
        Speaker: Dorival Goncalves (Oklahoma State U.)
        Material: Slides pdf file
      • 10:30 Exploring the standard model EFT in VH production with machine learning 1h30'
        Speaker: Felipe F. Freitas (Aveiro U.)
        Material: Slides pdf file
    • 12:00 - 13:30 Lunch
    • 13:30 - 16:30 Session 7 (Chair: Dorival Goncalves)
      • 13:30 Signatures of New Physics in the Large Scale Structure Data 1h30'
        Speaker: Yuhsin Tsai (Maryland U.)
        Material: Slides pdf file
      • 15:00 Unitarity violation from Nonstandard Higgs couplings 1h30'
        Speaker: Spencer Chang (Oregon U.)
        Material: Slides pdf file
    • 16:30 - 16:45 Break
    • 16:45 - 18:00 Lecture: Felipe Ferreira
  • Friday, 13 December 2019
    • 09:00 - 12:00 New perspectives in Computing Frontier (Chair: Suyong Choi)
      • 09:00 Computing Based on Quantum Principles 1h30'
        Speaker: Joonwoo Bae (KAIST)
        Material: Slides pdf file
      • 10:30 Large-scale image/video understanding via symbolic scene graphs 1h30'
        Speaker: Eun-Sol Kim (Kakao Brain)
    • 12:00 - 13:30 Lunch
    • 13:30 - 14:30 Kinematic Focus Point Method for Signal Discovery and Measurement 1h0'
      Speaker: Doojin Kim (Texas A&M University)
      Material: Slides powerpoint file
    • 14:30 - 17:30 Discussion (Chair: organizers): Discussion