Graph Generative Adversarial Networks for Sparse Data Generation in High Energy Physics

por Kansal, Raghav, Duarte, Javier, Orzari, Breno, Tomei, Thiago, Pierini, Maurizio, Touranakou, Mary, Vlimant, Jean-Roch, Gunopulos, Dimitrios
Publicado 2020

Sparse Data Generation for Particle-Based Simulation of Hadronic Jets in the LHC

por Orzari, Breno, Tomei, Thiago, Pierini, Maurizio, Touranakou, Mary, Duarte, Javier, Kansal, Raghav, Vlimant, Jean-Roch, Gunopulos, Dimitrios
Publicado 2021

Particle Cloud Generation with Message Passing Generative Adversarial Networks

por Kansal, Raghav, Duarte, Javier, Su, Hao, Orzari, Breno, Tomei, Thiago, Pierini, Maurizio, Touranakou, Mary, Vlimant, Jean-Roch, Gunopulos, Dimitrios
Publicado 2021

Particle-based Fast Jet Simulation at the LHC with Variational Autoencoders

por Touranakou, Mary, Chernyavskaya, Nadezda, Duarte, Javier, Gunopulos, Dimitrios, Kansal, Raghav, Orzari, Breno, Pierini, Maurizio, Tomei, Thiago, Vlimant, Jean-Roch
Publicado 2022

Artificial Intelligence for Hospital Health Care: Application Cases and Answers to Challenges in European Hospitals

por Klumpp, Matthias, Hintze, Marcus, Immonen, Milla, Ródenas-Rigla, Francisco, Pilati, Francesco, Aparicio-Martínez, Fernando, Çelebi, Dilay, Liebig, Thomas, Jirstrand, Mats, Urbann, Oliver, Hedman, Marja, Lipponen, Jukka A., Bicciato, Silvio, Radan, Anda-Petronela, Valdivieso, Bernardo, Thronicke, Wolfgang, Gunopulos, Dimitrios, Delgado-Gonzalo, Ricard
Publicado 2021