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physics.ins-det2023★ 10 cited
Generalizing to new geometries with Geometry-Aware Autoregressive Models (GAAMs) for fast calorimeter simulation
Junze Liu, Aishik Ghosh, Dylan Smith +2
Generation of simulated detector response to collision products is crucial to data analysis in particle physics, but computationally very expensive. One subdetector, the calorimete…
physics.ins-det2022
Geometry-aware Autoregressive Models for Calorimeter Shower Simulations
Junze Liu, Aishik Ghosh, Dylan Smith +2
Calorimeter shower simulations are often the bottleneck in simulation time for particle physics detectors. A lot of effort is currently spent on optimizing generative architectures…