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Debajyoti Sengupta
Debajyoti Sengupta
Post Doctoral Scientist, EPFL
Verified email at epfl.ch
Title
Cited by
Cited by
Year
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
442024
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
432023
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
292024
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
232024
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
222024
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
222023
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
142023
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
102024
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
82023
Generating variable length full events from partons
G Quétant, JA Raine, M Leigh, D Sengupta, T Golling
Physical Review D 110 (7), 076023, 2024
52024
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
22025
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
12024
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
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