activity
20172022
most citedScalable, End-to-End, Deep-Learning-Based Data Reconstruction Chain for Particle Imaging Detectors

8 citations · 18 across the 5 of their papers we have counts for

collaborators

9 papers

physics.acc-ph20212 cited

Performance of the MICE diagnostic system

The MICE collaboration, M. Bogomilov, R. Tsenov +135

Muon beams of low emittance provide the basis for the intense, well-characterised neutrino beams of a neutrino factory and for multi-TeV lepton-antilepton collisions at a muon coll…

hep-ex20218 cited

Scalable, End-to-End, Deep-Learning-Based Data Reconstruction Chain for Particle Imaging Detectors

Francois Drielsma, Kazuhiro Terao, Laura Dominé +1

Recent inroads in Computer Vision (CV) and Machine Learning (ML) have motivated a new approach to the analysis of particle imaging detector data. Unlike previous efforts which tack…

physics.ins-det2020

Clustering of Electromagnetic Showers and Particle Interactions with Graph Neural Networks in Liquid Argon Time Projection Chambers Data

Francois Drielsma, Qing Lin, Pierre Côte de Soux +7

Liquid Argon Time Projection Chambers (LArTPCs) are a class of detectors that produce high resolution images of charged particles within their sensitive volume. In these images, th…

physics.ins-det2019

A New Concept for Kilotonne Scale Liquid Argon Time Projection Chambers

M. Auger, R. Berner, Y. Chen +25

We develop a novel approach for a Time Projection Chamber (TPC) concept suitable for deployment in kilotonne scale detectors, with a charge-readout system free from reconstruction…

physics.acc-ph20196 cited

First demonstration of ionization cooling by the Muon Ionization Cooling Experiment

M. Bogomilov, R. Tsenov, G. Vankova-Kirilova +132

High-brightness muon beams of energy comparable to those produced by state-of-the-art electron, proton and ion accelerators have yet to be realised. Such beams have the potential t…

physics.comp-ph2018

MAUS: The MICE Analysis User Software

R. Asfandiyarov, R. Bayes, V. Blackmore +43

The Muon Ionization Cooling Experiment (MICE) collaboration has developed the MICE Analysis User Software (MAUS) to simulate and analyze experimental data. It serves as the primary…