The GNN4ITk reconstruction chain.

Simulation of Hadronic Interactions with Deep Generative Models

We explore the use of conditional normalizing flow in the simulation of interaction between hadronic particles and atomic nuclei in ordinary matter. We trained generative models to reproduce data simulated by the state-of-the-art simulator, conditioned on the kinematics of the incoming hadron.

May 2024 · Tuan Pham, Xiangyang Ju