Differentiable simulation of a liquid argon time projection chamber

Differentiable simulation of a liquid argon time projection chamber

Liquid argon time projection chambers (LArTPCs) are widely used in particle detection for their tracking and calorimetric capabilities. The particle physics community actively builds and improves high-quality simulators for such detectors in order to develop physics analyses in a realistic setting....

Full description

Bibliographic Details
Main Authors: Sean Gasiorowski, Yifan Chen, Youssef Nashed, Pierre Granger, Camelia Mironov, Ka Vang Tsang, Daniel Ratner, Kazuhiro Terao
Format: Article
Language:English
Published: IOP Publishing 2024-01-01
Series:Machine Learning: Science and Technology
Subjects:
differentiable simulator
LArTPC
detector calibration
DUNE
neutrino physics
Online Access:https://doi.org/10.1088/2632-2153/ad2cf0

Internet

https://doi.org/10.1088/2632-2153/ad2cf0

Similar Items