PC-JeDi: Diffusion for particle cloud generation in high energy physics M Leigh, D Sengupta, G Quétant, JA Raine, K Zoch, T Golling SciPost Physics 16 (1), 018, 2024 | 44 | 2024 |
CURTAINs for your sliding window: Constructing unobserved regions by transforming adjacent intervals JA Raine, S Klein, D Sengupta, T Golling Frontiers in big Data 6, 899345, 2023 | 43 | 2023 |
CURTAINs flows for flows: Constructing unobserved regions with maximum likelihood estimation D Sengupta, S Klein, JA Raine, T Golling SciPost Physics 17 (2), 046, 2024 | 29 | 2024 |
Faster diffusion model with improved quality for particle cloud generation M Leigh, D Sengupta, JA Raine, G Quétant, T Golling Physical Review D 109 (1), 012010, 2024 | 23 | 2024 |
The interplay of machine learning-based resonant anomaly detection methods T Golling, G Kasieczka, C Krause, R Mastandrea, B Nachman, JA Raine, ... The European Physical Journal C 84 (3), 241, 2024 | 22 | 2024 |
EPiC-ly Fast Particle Cloud Generation with Flow-Matching and Diffusion E Buhmann, C Ewen, DA Faroughy, T Golling, G Kasieczka, M Leigh, ... arXiv preprint arXiv:2310.00049, 2023 | 22 | 2023 |
PC-Droid: Faster diffusion and improved quality for particle cloud generation M Leigh, D Sengupta, JA Raine, G Quétant, T Golling arXiv preprint arXiv:2307.06836, 2023 | 14 | 2023 |
Improving new physics searches with diffusion models for event observables and jet constituents D Sengupta, M Leigh, JA Raine, S Klein, T Golling Journal of High Energy Physics 2024 (4), 1-32, 2024 | 10 | 2024 |
The mass-ive issue: anomaly detection in jet physics T Golling, T Nobe, D Proios, JA Raine, D Sengupta, S Voloshynovskiy, ... arXiv preprint arXiv:2303.14134, 2023 | 8 | 2023 |
Generating variable length full events from partons G Quétant, JA Raine, M Leigh, D Sengupta, T Golling Physical Review D 110 (7), 076023, 2024 | 5 | 2024 |
skycurtains: model-agnostic search for stellar streams with Gaia data D Sengupta, S Mulligan, D Shih, JA Raine, T Golling Monthly Notices of the Royal Astronomical Society 536 (2), 1104-1114, 2025 | 2 | 2025 |
Accelerating template generation in resonant anomaly detection searches with optimal transport M Leigh, D Sengupta, B Nachman, T Golling arXiv preprint arXiv:2407.19818, 2024 | 1 | 2024 |
Robust resonant anomaly detection with NPLM HP Grosso Gaia, Sengupta Debajyoti, Golling Tobias https://arxiv.org/abs/2501.01778, 2025 | | 2025 |
Faster simulated track reconstruction in the ATLAS Fast Chain W Leight, M Javurkova, FY Tsai, D Sengupta, T Golling, J Chapman EPJ Web of Conferences 295, 03014, 2024 | | 2024 |