2 papers
hep-ph2023
Quantum Metric Learning for New Physics Searches at the LHC
A. Hammad, Kyoungchul Kong, Myeonghun Park +1
In the NISQ (Noisy intermediate-scale quantum) area, Quantum computers can be utilized for deep learning by treating variational quantum circuits as neural network models. This can…
hep-ph2023
Exploring the Synergy of Kinematics and Dynamics for Collider Physics
Kayoung Ban, Kyoungchul Kong, Myeonghun Park +1
In collider experiments, an event is characterized by two distinct yet mutually complementary features: the `global features' and the `local features'. Kinematic information such a…