PoS - Proceedings of Science
Volume 390 - 40th International Conference on High Energy physics (ICHEP2020) - Parallel: Computing and Data Handling
Advances in simulation and reconstruction for Hyper-Kamiokande
N. Prouse* on behalf of the Hyper-Kamiokande Collaboration
*corresponding author
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Pre-published on: February 16, 2021
Published on:
Abstract
The next generation of neutrino experiments will require improvements to detector simulation and event reconstruction software matching the reduced statistical errors and increased and precision of new detectors. Here we present progress for the software of the Hyper-Kamiokande experiment being developed to enable reduction of systematic errors to below the 1% level. The current status and future prospects of this software is be presented, including advances in detector simulation and reconstruction using traditional techniques as well as new developments using modern machine-learning based approaches.
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