AI and Quantum Information Applications in Fundamental Physics

Session

Talk & discussion

13 Feb 2023, 14:00

Konjiam Resort

1. No classification without representation -- Efficient data representations & other challenges for anomaly detection, generative models, and supervised classification

Gregor Kasieczka

13/02/2023, 14:00

2. Kinematic Variables and Feature Engineering for Particle Phenomenology

KC Kong (University of Kansas)

13/02/2023, 15:45

3. DeeLeMa: Missing information search with Deep Learning for Mass estimation

Kayoung Ban

13/02/2023, 17:00

4. A review of machine learning applications of jet tagging

Daohan Wang

13/02/2023, 17:30

6. Normalizing flow for data-driven background estimations and other uses

Suyong Choi

14/02/2023, 09:30

7. Fast and Faithful Calorimeter Simulations with Normalizing Flows

Claudius Krause

14/02/2023, 11:00

5. Uncertainties in the era of ML

Aishik Ghosh

15/02/2023, 09:30

8. Novel applications of normalizing flows from LHC to Astrophysics

David Shih

15/02/2023, 11:00

9. Constructing novel nonparametric estimators for information-theoretic measure estimation.

Yung-Kyun Noh

15/02/2023, 14:00

10. Self-supervision in particle physics [remote talk]

Barry Dillon

15/02/2023, 15:45

12. Complicated parameter spaces and machine learnnig

Raymundo Ramos

15/02/2023, 17:00

13. Quantum Machine Learning Applications for Data Analysis in High Energy Physics [remote talk]

Andrea Delgado

16/02/2023, 09:30

14. Theory-driven quantum machine learning for HEP

Jack Araz

16/02/2023, 11:00

15. Quantum Machine Learning: Opportunities and Challenges (Part I)

Daniel Park

17/02/2023, 09:30

16. Quantum Machine Learning: Opportunities and Challenges (Part II)

Daniel Park

17/02/2023, 11:00

17. Effective uses of quantum simulation for particle physics

Marat Freytsis

17/02/2023, 14:00

18. Quantum metric learning for image analysis

Ahmed Hammad

17/02/2023, 15:45

19. Variational quantum algorithms

Eunok Bae

17/02/2023, 16:15

20. Bubble nucleation as a QUBO problem

Jae-hyeon Park (Korea Institute for Advanced Study)

17/02/2023, 16:45

21. Combinatorial optimization with Quantum machine

Myeonghun Park (Seoultech)

17/02/2023, 17:15

11. Quantum metric learning for image analysis

Ahmed Hammad