The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider T Aarrestad, M van Beekveld, M Bona, A Boveia, S Caron, J Davies, ... arXiv preprint arXiv:2105.14027, 2021 | 82 | 2021 |
Particle Cloud Generation with Message Passing Generative Adversarial Networks R Kansal, J Duarte, H Su, B Orzari, T Tomei, M Pierini, M Touranakou, ... arXiv preprint arXiv:2106.11535, 2021 | 57 | 2021 |
Graph Generative Adversarial Networks for Sparse Data Generation in High Energy Physics R Kansal, J Duarte, B Orzari, T Tomei, M Pierini, M Touranakou, ... arXiv preprint arXiv:2012.00173, 2020 | 23 | 2020 |
Particle-based Fast Jet Simulation at the LHC with Variational Autoencoders M Touranakou, N Chernyavskaya, J Duarte, D Gunopulos, R Kansal, ... arXiv preprint arXiv:2203.00520, 2022 | 17 | 2022 |
Sparse Data Generation for Particle-Based Simulation of Hadronic Jets in the LHC B Orzari, T Tomei, M Pierini, M Touranakou, J Duarte, R Kansal, ... arXiv preprint arXiv:2109.15197, 2021 | 8 | 2021 |
LHC hadronic jet generation using convolutional variational autoencoders with normalizing flows B Orzari, N Chernyavskaya, R Cobe, JM Duarte, J Fialho, D Gunopulos, ... Machine Learning: Science and Technology, 2023 | 1 | 2023 |