Variational Autoencoders for New Physics Mining at the Large Hadron Collider

por Cerri, Olmo, Nguyen, Thong Q., Pierini, Maurizio, Spiropulu, Maria, Vlimant, Jean-Roch
Publicado 2018

Data Augmentation at the LHC through Analysis-specific Fast Simulation with Deep Learning

por Chen, Cheng, Cerri, Olmo, Nguyen, Thong Q., Vlimant, Jean-Roch, Pierini, Maurizio
Publicado 2020

Particle Generative Adversarial Networks for full-event simulation at the LHC and their application to pileup description

por Arjona Martínez, Jesús, Nguyen, Thong Q., Pierini, Maurizio, Spiropulu, Maria, Vlimant, Jean-Roch
Publicado 2019

Adversarially Learned Anomaly Detection on CMS Open Data: re-discovering the top quark

por Knapp, Oliver, Cerri, Olmo, Dissertori, Guenther, Nguyen, Thong Q., Pierini, Maurizio, Vlimant, Jean-Roch
Publicado 2020

Topology classification with deep learning to improve real-time event selection at the LHC

por Nguyen, Thong Q., Weitekamp, Daniel, Anderson, Dustin, Castello, Roberto, Cerri, Olmo, Pierini, Maurizio, Spiropulu, Maria, Vlimant, Jean-Roch
Publicado 2018

New Physics Agnostic Selections For New Physics Searches

por Woźniak, Kinga Anna, Cerri, Olmo, Duarte, Javier M, Möller, Torsten, Ngadiuba, Jennifer, Nguyen, Thong Q, Pierini, Maurizio, Spiropulu, Maria, Vlimant, Jean-Roch
Publicado 2020

Interaction networks for the identification of boosted $H\to b\overline{b}$ decays

por Moreno, Eric A., Nguyen, Thong Q., Vlimant, Jean-Roch, Cerri, Olmo, Newman, Harvey B., Periwal, Avikar, Spiropulu, Maria, Duarte, Javier M., Pierini, Maurizio
Publicado 2019

Generative Adversarial Networks for fast simulation

por Carminati, Federico, Khattak, Gulrukh, Loncar, Vladimir, Nguyen, Thong Q, Pierini, Maurizio, Brito Da Rocha, Ricardo, Samaras-Tsakiris, Konstantinos, Vallecorsa, Sofia, Vlimant, Jean-Roch
Publicado 2020

JEDI-net: a jet identification algorithm based on interaction networks

por Moreno, Eric A., Cerri, Olmo, Duarte, Javier M., Newman, Harvey B., Nguyen, Thong Q., Periwal, Avikar, Pierini, Maurizio, Serikova, Aidana, Spiropulu, Maria, Vlimant, Jean-Roch
Publicado 2019

Autoencoders on field-programmable gate arrays for real-time, unsupervised new physics detection at 40 MHz at the Large Hadron Collider

por Govorkova, Ekaterina, Puljak, Ema, Aarrestad, Thea, James, Thomas, Loncar, Vladimir, Pierini, Maurizio, Pol, Adrian Alan, Ghielmetti, Nicolò, Graczyk, Maksymilian, Summers, Sioni, Ngadiuba, Jennifer, Nguyen, Thong Q., Duarte, Javier, Wu, Zhenbin
Publicado 2021