Research output per year
Research output per year
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Dive into the research topics where Etienne Dreyer is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Automatizing the search for mass resonances using BumpNet
Arguin, J. F., Azuelos, G., Baril, É., Bessudo, I., Bilodeau, F., Borysova, M., Bressler, S., Calvet, S., Donini, J., Dreyer, E., Chu, M. K. L., Mayer, E., Meszaros, E., Kakati, N., Dias, B. P., Potdevin, J., Shkuri, A., Sprejer, E. & Usman, M., 19 Feb 2025, In: Journal of High Energy Physics. 2025, 122.Research output: Contribution to journal › Article › peer-review
Open Access -
CaloChallenge 2022: a community challenge for fast calorimeter simulation
Krause, C., Faucci Giannelli, M., Kasieczka, G., Nachman, B., Salamani, D., Shih, D., Zaborowska, A., Amram, O., Borras, K., Buckley, M. R., Buhmann, E., Buss, T., Da Costa Cardoso, R. P., Caterini, A. L., Chernyavskaya, N., Corchia, F. A. G., Cresswell, J. C., Diefenbacher, S., Dreyer, E. & Ekambaram, V. & 49 others, , 20 Nov 2025, In: Reports on Progress in Physics. 88, 11, 116201.Research output: Contribution to journal › Review article › peer-review
Open Access -
Conditional Deep Generative Models for Simultaneous Simulation and Reconstruction of Entire Events
Dreyer, E., Gross, E., Kobylianskii, D., Mikuni, V. & Nachman, B., 25 Mar 2025, (In preparation) In: arXiv.org. 19 p.Research output: Contribution to journal › Article
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HGPflow: extending hypergraph particle flow to collider event reconstruction
Kakati, N., Dreyer, E., Ivina, A., Bello, F. A. D., Heinrich, L., Kado, M. & Gross, E., Aug 2025, In: European Physical Journal C. 85, 8, 847.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Self-supervised learning strategies for jet physics
Rieck, P., Cranmer, K., Dreyer, E., Gross, E., Kakati, N., Kobylianskii, D., Merz, G. W. & Soybelman, N., 30 Dec 2025, In: Machine Learning: Science and Technology. 6, 4, 045015.Research output: Contribution to journal › Article › peer-review
Open Access