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SUMMARY:HEP seminar: Isobel Mawby (Lancaster) – Pandora: The Hope Left in
  the Jar for Reconstruction at The Deep Underground Neutrino Experiment
DESCRIPTION:The Deep Underground Neutrino Experiment (DUNE) is a next-gener
 ation long-baseline neutrino experiment located in the USA. It is primaril
 y a neutrino oscillation experiment that seeks to resolve the remaining un
 knowns of neutrino oscillation physics—most notably whether CP is violat
 ed in neutrino oscillations\, a key ingredient in explaining the matter–
 antimatter asymmetry of our Universe. Uniquely\, DUNE’s wide-band neutri
 no beam and long baseline will enable the first simultaneous measurement o
 f all oscillation parameters\, putting the long-held assumption of unitari
 ty to the test.\nDUNE will employ liquid-argon time projection chamber tec
 hnology to capture neutrino interactions with unprecedented topological an
 d calorimetric resolution. Such fine-grain images demand a sophisticated\,
  automatic reconstruction software to unlock the experiment’s physics po
 tential. Pandora is one of the primary reconstruction paradigms employed b
 y DUNE and its prototypes\, with an impressive track record across the SBN
  programme.\nIn this talk\, I will present an overview of the mechanics of
  Pandora\, highlighting the power of its multi-algorithm approach and expl
 oring its targeted use of AI. I will demonstrate the use of Pandora across
  the physics programme of DUNE\, from the published pion cross-section mea
 surements of ProtoDUNE\, to the early atmospheric and future beam oscillat
 ion analyses. After an initial focus on Pandora at the far detector\, I wi
 ll turn to the near detector\, where the reconstruction faces the formidab
 le challenge of disentangling up to 50(!) neutrino interactions.
URL:https://www.imperial.ac.uk/events/204698/hep-seminar-isobel-mawby-lanca
 ster-dune-pandora-reconstruction/
DTSTART;TZID=Europe/London:20260206T133000
DTEND;TZID=Europe/London:20260206T143000
LOCATION:539\, Blackett Building\, South Kensington Campus\, Imperial Colle
 ge London\, London\, SW7 2AZ\, United Kingdom
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