Name: Focused workshop on AI in High Energy Physics
Start: 2025-01-06T09:00:00+09:00
End: 2025-01-07T23:00:00+09:00
Location: No location set

Focused workshop on AI in High Energy Physics

from Monday, January 6, 2025 (9:00 AM) to Tuesday, January 7, 2025 (11:00 PM)

Monday, January 6, 2025

9:30 AM Free discussion and Coffee
Free discussion and Coffee
9:30 AM - 10:00 AM

9:30 AM - 10:00 AM
10:00 AM Session 2
Session 2
10:00 AM - 12:00 PM
Contributions

10:00 AM MadNIS - Towards the first ML event generator - Ramon Winterhalder (Università degli Studi di Milano)

10:45 AM Generative Modeling is Imitation Learning - Sangwoong Yoon (KIAS AI Center)
12:00 PM Lunch
Lunch
12:00 PM - 1:30 PM

1:30 PM Free discussion and Coffee
Free discussion and Coffee
1:30 PM - 2:00 PM
2:00 PM Session 1
Session 1
2:00 PM - 3:30 PM
Contributions

2:00 PM Mapping Dark Matter through the Dust of the Milky Way with Gaia DR3 and Normalizing Flows - David Shih (Rutgers University)

2:45 PM Learning for Galactic Dynamics: Neural Stellar Density Estimation for Mapping Dark Matter in the Local Universe - Sung Hak Lim (IBS-CTPU (PTC))
3:30 PM Free discussion
Free discussion
3:30 PM - 4:00 PM
4:00 PM
4:00 PM - 5:00 PM
Contributions

4:00 PM LeStrat-Net: Lebesgue style stratification for Monte Carlo simulations powered by machine learning - Raymundo Ramos (KIAS)

4:30 PM Missing information search with deep learning for mass estimation - Kayoung Ban (KIAS)
Tuesday, January 7, 2025

9:30 AM Free Discussion and Coffee
Free Discussion and Coffee
9:30 AM - 10:00 AM
10:00 AM Session 4
Session 4
10:00 AM - 12:00 PM
Contributions

10:00 AM Goodness-of-fit by Neyman-Pearson Testing - Andrea Wulzer (Barcelona, IFAE / ICREA, Barcelona)

10:45 AM Quantum Machine Learning - Myeonghun Park (Seoultech)
12:00 PM Lunch
Lunch
12:00 PM - 1:30 PM

1:30 PM Free discussion with Coffee
Free discussion with Coffee
1:30 PM - 2:00 PM
2:00 PM Session 5
Session 5
2:00 PM - 3:30 PM
Contributions

2:00 PM Top Quark Polarimetry with ParticleNet - Kyoungchul Kong (University of Kansas)

2:45 PM Three-Body Entanglement in Particle Decays - Kazuki Sakurai (University of Warsaw)
3:30 PM Free discussion
Free discussion
3:30 PM - 4:00 PM
4:00 PM
4:00 PM - 5:00 PM
Contributions

4:00 PM Detecting Light Fermiophobic Higgs Boson through CNN-based Diphoton Jet Analysis at the HL-LHC - Soo Jin Lee (Konkuk University,)

4:30 PM Can A.I. Understand Hamiltonian Mechanics? - Tae-Geun Kim (Yonsei University)
6:00 PM Banquet
Banquet
6:00 PM - 8:00 PM

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