Articles Citing

Toward a foundation model for heavy-ion collision experiments based on point-cloud diffusion

Manjunath Omana Kuttan ^1,2,*, Kai Zhou^1,3,†, Jan Steinheimer ^1,4, and Horst Stoecker ^1,4,5

¹Frankfurt Institute for Advanced Studies, Ruth-Moufang-Straße 1, D-60438 Frankfurt am Main, Germany
²Xidian-FIAS International Joint Research Center, Giersch Science Center, D-60438 Frankfurt am Main, Germany
³School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, People's Republic of China
⁴GSI Helmholtzzentrum für Schwerionenforschung GmbH, Planckstraβe 1, D-64291 Darmstadt, Germany
⁵Institut für Theoretische Physik, Goethe Universität Frankfurt, Max-von-Laue-Straβe 1, D-60438 Frankfurt am Main, Germany

^*Contact author: manjunath@fias.uni-frankfurt.de
^†Contact author: zhoukai@cuhk.edu.cn

CaloClouds3: Ultra-fast geometry-independent highly-granular calorimeter simulation

Thorsten Buss, Henry Day-Hall, Frank Gaede, Gregor Kasieczka, Katja Krüger, Anatolii Korol, Thomas Madlener, Peter McKeown, Martina Mozzanica, and Lorenzo Valente

J. Inst. 21 P03018 (2026)

HEIDi: A deep generative framework for ultra-fast, event-by-event heavy-ion simulations

Manjunath Omana Kuttan, Jan Steinheimer, Kai Zhou, Tom Reichert, Marcus Bleicher, and Horst Stoecker

EPJ Web Conf. 364 02005 (2026)

Ultrafast, event-by-event heavy-ion simulations for next-generation experiments

Manjunath Omana Kuttan, Kai Zhou, Jan Steinheimer, and Horst Stoecker

Phys. Rev. C 112 054907 (2025)

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Articles Citing

Toward a foundation model for heavy-ion collision experiments based on point-cloud diffusion

CaloClouds3: Ultra-fast geometry-independent highly-granular calorimeter simulation

HEIDi: A deep generative framework for ultra-fast, event-by-event heavy-ion simulations

Ultrafast, event-by-event heavy-ion simulations for next-generation experiments

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