43 citations · 46 across the 2 of their papers we have counts for
2 papers
hep-ph2024★ 3 cited
Toward a foundation model for heavy-ion collision experiments based on point-cloud diffusion
Manjunath Omana Kuttan, Kai Zhou, Jan Steinheimer +1
A novel point cloud diffusion model for relativistic heavy-ion collisions, capable of ultra-fast generation of complete, event-by-event collision output, is introduced. When traine…
hep-ph2020★ 43 cited
A fast centrality-meter for heavy-ion collisions at the CBM experiment
Manjunath Omana Kuttan, Jan Steinheimer, Kai Zhou +2
A new method of event characterization based on Deep Learning is presented. The PointNet models can be used for fast, online event-by-event impact parameter determination at the CB…