Search Results for author: Dylan Smith

Found 2 papers, 0 papers with code

Generalizing to new geometries with Geometry-Aware Autoregressive Models (GAAMs) for fast calorimeter simulation

no code implementations19 May 2023 Junze Liu, Aishik Ghosh, Dylan Smith, Pierre Baldi, Daniel Whiteson

Generation of simulated detector response to collision products is crucial to data analysis in particle physics, but computationally very expensive.

Geometry-aware Autoregressive Models for Calorimeter Shower Simulations

no code implementations16 Dec 2022 Junze Liu, Aishik Ghosh, Dylan Smith, Pierre Baldi, Daniel Whiteson

Calorimeter shower simulations are often the bottleneck in simulation time for particle physics detectors.

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