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 | 40 | 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 | 35 | 2023 |
Curtains flows for flows: Constructing unobserved regions with maximum likelihood estimation D Sengupta, S Klein, JA Raine, T Golling arXiv preprint arXiv:2305.04646, 2023 | 23 | 2023 |
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 | 17 | 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 | 14 | 2023 |
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 | 13 | 2024 |
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 | 12 | 2023 |
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 | 6 | 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 | 4 | 2024 |
CURTAINs for your Sliding Window: Constructing Unobserved Regions by Transforming Adjacent Intervals (2022) JA Raine, S Klein, D Sengupta, T Golling URL: https://arxiv. org/abs/2203.09470, 0 | 4 | |
SkyCURTAINs: Model agnostic search for Stellar Streams with Gaia data D Sengupta, S Mulligan, D Shih, JA Raine, T Golling arXiv preprint arXiv:2405.12131, 2024 | 1 | 2024 |
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 | | 2024 |
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 |