23 citations · 94 across the 19 of their papers we have counts for
4 papers · 1 filter
DNN-based Signal Processing for Liquid Argon Time Projection Chambers
Avinay Bhat, Mun Jung Jung, Gray Putnam +1
We investigate a deep learning-based signal processing for liquid argon time projection chambers (LArTPCs), a leading detector technology in neutrino physics. Identifying regions o…
Evaluation of Portable Programming Models to Accelerate LArTPC Detector Simulations
Zhihua Dong, Kyle Knoepfel, Meifeng Lin +2
The Liquid Argon Time Projection Chamber (LArTPC) technology is widely used in high energy physics experiments, including the upcoming Deep Underground Neutrino Experiment (DUNE).…
Implementation of ACTS into sPHENIX track reconstruction
Joseph D. Osborn, Anthony D. Frawley, Jin Huang +6
sPHENIX is a high energy nuclear physics experiment under construction at the Relativistic Heavy Ion Collider at Brookhaven National Laboratory (BNL). The primary physics goals of…
Augmented Signal Processing in Liquid Argon Time Projection Chambers with a Deep Neural Network
Haiwang Yu, Mary Bishai, Wenqiang Gu +9
The Liquid Argon Time Projection Chamber (LArTPC) is an advanced neutrino detector technology widely used in recent and upcoming accelerator neutrino experiments. It features a low…