Particle-based Fast Jet Simulation at the LHC with Variational Autoencoders. - Mary Touranakou; Nadezda Chernyavskaya; Javier M. Duarte; Dimitrios Gunopoulos; Raghav Kansal; Breno Orzari; Maurizio Pierini; Thiago Tomei; Jean-Roch Vlimant (CoRR, 2022)

End-to-end multi-particle reconstruction in high occupancy imaging calorimeters with graph neural networks. - Shah Rukh Qasim; Nadezda Chernyavskaya; Jan Kieseler; Kenneth Long; Oleksandr Viazlo; Maurizio Pierini; Raheel Nawaz (CoRR, 2022)

On the Evaluation of Generative Models in High Energy Physics. - Raghav Kansal; Anni Li; Javier M. Duarte; Nadezda Chernyavskaya; Maurizio Pierini; Breno Orzari; Thiago Tomei (CoRR, 2022)

Lorentz Group Equivariant Autoencoders. - Zichun Hao; Raghav Kansal; Javier M. Duarte; Nadezda Chernyavskaya (CoRR, 2022)

Improving Variational Autoencoders for New Physics Detection at the LHC With Normalizing Flows. - Pratik Jawahar; Thea Aarrestad; Nadezda Chernyavskaya; Maurizio Pierini; Kinga Anna Wozniak; Jennifer Ngadiuba; Javier M. Duarte; Steven Tsan (Frontiers Big Data, 2022)

Particle-based fast jet simulation at the LHC with variational autoencoders. - Mary Touranakou; Nadezda Chernyavskaya; Javier M. Duarte; Dimitrios Gunopulos; Raghav Kansal; Breno Orzari; Maurizio Pierini; Thiago Tomei; Jean-Roch Vlimant (Mach. Learn. Sci. Technol., 2022)

Particle-based Fast Jet Simulation at the LHC with Variational Autoencoders: generator-level and reconstruction-level jets dataset. - Mary Touranakou; Nadezda Chernyavskaya; Javier M. Duarte; Dimitrios Gunopulos; Raghav Kansal; Breno Orzari; Maurizio Pierini; Thiago Tomei; Jean-Roch Vlimant (Zenodo, 2022)

Knowledge Distillation for Anomaly Detection. - Adrian Alan Pol; Ekaterina Govorkova; Sonja Grönroos; Nadezda Chernyavskaya; Philip C. Harris; Maurizio Pierini; Isobel Ojalvo; Peter Elmer (ESANN, 2023)

Autoencoders for Real-Time SUEP Detection. - Simranjit Singh Chhibra; Nadezda Chernyavskaya; Benedikt Maier; Maurizio Pierini; Syed Hasan (CoRR, 2023)

Automated visual inspection of CMS HGCAL silicon sensor surface using an ensemble of a deep convolutional autoencoder and classifier. - Sonja Grönroos; Maurizio Pierini; Nadezda Chernyavskaya (Mach. Learn. Sci. Technol., 2023)

LHC hadronic jet generation using convolutional variational autoencoders with normalizing flows. - Breno Orzari; Nadezda Chernyavskaya; Raphael Cóbe; Javier M. Duarte; Jefferson F. Coelho; Dimitrios Gunopulos; Raghav Kansal; Maurizio Pierini; Thiago Tomei; Mary Touranakou (Mach. Learn. Sci. Technol., 2023)

CaloChallenge 2022: A Community Challenge for Fast Calorimeter Simulation. - Claudius Krause; Michele Faucci Giannelli; Gregor Kasieczka; Benjamin Nachman; Dalila Salamani; David Shih; Anna Zaborowska; Oz Amram; Kerstin Borras; Matthew R. Buckley; Erik Buhmann; Thorsten Buss; et al. (CoRR, 2024)

Triggering dark showers with conditional dual auto-encoders. - Luca Anzalone; Simranjit Singh Chhibra; Benedikt Maier; Nadezda Chernyavskaya; Maurizio Pierini (Mach. Learn. Sci. Technol., 2024)