https://tuanmp.github.io/tags/deep-learning/Recent content in Deep Learning on Tuan Pham's homepageHugo -- 0.128.0enMon, 06 May 2024 00:00:00 +0000https://tuanmp.github.io/papers/paper1/Mon, 06 May 2024 00:00:00 +0000https://tuanmp.github.io/papers/paper1/This paper presents an algorithm based on Graph Neural Network for charged-particle track reconstruction in the ATLAS Inner Tracker. Using realistic simulation data, we demonstrate the performance of the algorithm in comparison with the state-of-the-art technique.https://tuanmp.github.io/papers/paper3/Mon, 06 May 2024 00:00:00 +0000https://tuanmp.github.io/papers/paper3/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.