Breno Orzari

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 7

Top Topics

High Energy Physics

Generative Model

Singly Connected

Top Venues

Mach. Learn. Sci. Technol.

Publications

Breno Orzari, Nadezda Chernyavskaya, Raphael Cóbe, Javier M. Duarte, Jefferson F. Coelho, Dimitrios Gunopulos, Raghav Kansal, Maurizio Pierini, Thiago Tomei, Mary Touranakou
LHC hadronic jet generation using convolutional variational autoencoders with normalizing flows. Mach. Learn. Sci. Technol. 4 (4) (2023)
Mary Touranakou, Nadezda Chernyavskaya, Javier M. Duarte, Dimitrios Gunopoulos, Raghav Kansal, Breno Orzari, Maurizio Pierini, Thiago Tomei, Jean-Roch Vlimant
Particle-based Fast Jet Simulation at the LHC with Variational Autoencoders. CoRR (2022)
Mary Touranakou, Nadezda Chernyavskaya, Javier M. Duarte, Dimitrios Gunopulos, Raghav Kansal, Breno Orzari, Maurizio Pierini, Thiago Tomei, Jean-Roch Vlimant
Particle-based fast jet simulation at the LHC with variational autoencoders. Mach. Learn. Sci. Technol. 3 (3) (2022)
Raghav Kansal, Anni Li, Javier M. Duarte, Nadezda Chernyavskaya, Maurizio Pierini, Breno Orzari, Thiago Tomei
On the Evaluation of Generative Models in High Energy Physics. CoRR (2022)
Raghav Kansal, Javier M. Duarte, Hao Su, Breno Orzari, Thiago Tomei, Maurizio Pierini, Mary Touranakou, Jean-Roch Vlimant, Dimitrios Gunopulos
Particle Cloud Generation with Message Passing Generative Adversarial Networks. NeurIPS (2021)
Raghav Kansal, Javier M. Duarte, Hao Su, Breno Orzari, Thiago Tomei, Maurizio Pierini, Mary Touranakou, Jean-Roch Vlimant, Dimitrios Gunopoulos
Particle Cloud Generation with Message Passing Generative Adversarial Networks. CoRR (2021)
Raghav Kansal, Javier M. Duarte, Breno Orzari, Thiago Tomei, Maurizio Pierini, Mary Touranakou, Jean-Roch Vlimant, Dimitrios Gunopoulos
Graph Generative Adversarial Networks for Sparse Data Generation in High Energy Physics. CoRR (2020)