Particle Cloud Generation with Message Passing Generative Adversarial Networks

In high energy physics (HEP), jets are collections of correlated particles produced ubiquitously in particle collisions such as those at the CERN Large Hadron Collider (LHC). Machine learning (ML)-based generative models, such as generative adversarial networks (GANs), have the potential to signific...

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Detalles Bibliográficos
Autores principales: Kansal, Raghav, Duarte, Javier, Su, Hao, Orzari, Breno, Tomei, Thiago, Pierini, Maurizio, Touranakou, Mary, Vlimant, Jean-Roch, Gunopulos, Dimitrios
Lenguaje:eng
Publicado: 2021
Materias:
hep-ex
Particle Physics - Experiment
cs.LG
Computing and Computers
Acceso en línea:http://cds.cern.ch/record/2776384

Internet

http://cds.cern.ch/record/2776384

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