notesum.ai

Published at October 30

Conditioned quantum-assisted deep generative surrogate for particle-calorimeter interactions

cs.LG
cs.AI
hep-ph
physics.comp-ph
physics.ins-det

Released Date: October 30, 2024

Authors: J. Quetzalcoatl Toledo-Marin1, Sebastian Gonzalez2, Hao Jia3, Ian Lu2, Deniz Sogutlu2, Abhishek Abhishek4, Colin Gay3, Eric Paquet5, Roger Melko6, Geoffrey C. Fox7, Maximilian Swiatlowski2, Wojciech Fedorko2

Aff.: 1TRIUMF, Vancouver, BC V6T 2A3, Canada; Perimeter Institute for Theoretical Physics, Waterloo, Ontario, N2L 2Y5, Canada; 2TRIUMF, Vancouver, BC V6T 2A3, Canada; 3Department of Physics and Astronomy, University of British Columbia, Vancouver, BC V6T 1Z1, Canada; 4Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, BC V6T 1Z4, Canada; 5Digital Technologies Research Centre, National Research Council, 1200 Montreal Road, Building M-50, Ottawa, Ontario, K1A 0R6, Canada; 6Perimeter Institute for Theoretical Physics, Waterloo, Ontario, N2L 2Y5, Canada; 7University of Virginia, Computer Science and Biocomplexity Institute, 994 Research Park Blvd, Charlottesville, Virginia, 22911, USA

Arxiv: http://arxiv.org/abs/2410.22870v1