Focused workshop on AI in High Energy Physics
from
Monday 6 January 2025 (09:00)
to
Tuesday 7 January 2025 (23:00)
Monday 6 January 2025
09:30
Free discussion and Coffee
Free discussion and Coffee
09:30 - 10:00
09:30 - 10:00
10:00
Session 2
Session 2
10:00 - 12:00
Contributions
10:00
MadNIS - Towards the first ML event generator
-
Ramon Winterhalder
(
Università degli Studi di Milano
)
10:45
Generative Modeling is Imitation Learning
-
Sangwoong Yoon
(
KIAS AI Center
)
12:00
Lunch
Lunch
12:00 - 13:30
13:30
Free discussion and Coffee
Free discussion and Coffee
13:30 - 14:00
14:00
Session 1
Session 1
14:00 - 15:30
Contributions
14:00
Mapping Dark Matter through the Dust of the Milky Way with Gaia DR3 and Normalizing Flows
-
David Shih
(
Rutgers University
)
14:45
Learning for Galactic Dynamics: Neural Stellar Density Estimation for Mapping Dark Matter in the Local Universe
-
Sung Hak Lim
(
IBS-CTPU (PTC)
)
15:30
Free discussion
Free discussion
15:30 - 16:00
16:00
16:00 - 17:00
Contributions
16:00
LeStrat-Net: Lebesgue style stratification for Monte Carlo simulations powered by machine learning
-
Raymundo Ramos
(
KIAS
)
16:30
Missing information search with deep learning for mass estimation
-
Kayoung Ban
(
KIAS
)
Tuesday 7 January 2025
09:30
Free Discussion and Coffee
Free Discussion and Coffee
09:30 - 10:00
10:00
Session 4
Session 4
10:00 - 12:00
Contributions
10:00
Goodness-of-fit by Neyman-Pearson Testing
-
Andrea Wulzer
(
Barcelona, IFAE / ICREA, Barcelona
)
10:45
Quantum Machine Learning
-
Myeonghun Park
(
Seoultech
)
12:00
Lunch
Lunch
12:00 - 13:30
13:30
Free discussion with Coffee
Free discussion with Coffee
13:30 - 14:00
14:00
Session 5
Session 5
14:00 - 15:30
Contributions
14:00
Top Quark Polarimetry with ParticleNet
-
Kyoungchul Kong
(
University of Kansas
)
14:45
Three-Body Entanglement in Particle Decays
-
Kazuki Sakurai
(
University of Warsaw
)
15:30
Free discussion
Free discussion
15:30 - 16:00
16:00
16:00 - 17:00
Contributions
16:00
Detecting Light Fermiophobic Higgs Boson through CNN-based Diphoton Jet Analysis at the HL-LHC
-
Soo Jin Lee
(
Konkuk University,
)
16:30
Can A.I. Understand Hamiltonian Mechanics?
-
Tae-Geun Kim
(
Yonsei University
)
18:00
Banquet
Banquet
18:00 - 20:00