11 citations · 24 across the 11 of their papers we have counts for
3 papers · 1 filter
Zero-bias new particle searches using autoencoders in UPCs and diffractive events
Simone Ragoni, Janet Seger, Christopher Anson
We present an application of unsupervised learning for zero-bias detection of rare particle decays and exotic hadrons in low-background environments such as those characteristic of…
Machine learning opportunities for online and offline tagging of photo-induced and diffractive events in continuous readout experiments
Simone Ragoni, Janet Seger, Christopher Anson +1
The increasing data rates in modern high-energy physics experiments such as ALICE at the LHC and the upcoming ePIC experiment at the Electron-Ion Collider (EIC) present significant…
Cosmic Piano: analysing the sound of the Universe
Guillermo Tejeda Muñoz, Luis Alberto Perez Moreno, Simone Ragoni +3
We present the Cosmic Piano, an innovative outreach tool designed to detect muons from air showers produced by cosmic rays colliding with the atmosphere. The Cosmic Piano consists…