Convolutional neural network for multiple particle identification in the MicroBooNE liquid argon time projection chamber

We present the multiple particle identification (MPID) network, a convolutional neural network (CNN) for multiple object classification, developed by MicroBooNE. MPID provides the probabilities of $e^-$, $\gamma$, $\mu^-$, $\pi^\pm$, and protons in a single liquid argon time projection chamber (...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoir: Conrad, Janet
Rannpháirtithe: Massachusetts Institute of Technology. Department of Physics
Formáid: Alt
Teanga:English
Foilsithe / Cruthaithe: American Physical Society (APS) 2022
Rochtain ar líne:https://hdl.handle.net/1721.1/141657