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Demonstration of neutron identification in neutrino interactions in the MicroBooNE liquid argon time projection chamber
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Demonstration of neutron identification in neutrino interactions in the MicroBooNE liquid argon time projection chamber
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A significant challenge in measurements of neutrino oscillations is reconstructing the incoming neutrino energies. While modern fully-active tracking calorimeters such as liquid argon time projection chambers in principle allow the measurement of all final state particles above some detection threshold, undetected neutrons remain a considerable source of missing energy with little to no data constraining their production rates and kinematics. We present the first demonstration of tagging neutrino-induced neutrons in liquid argon time projection chambers using secondary protons emitted from neutron-argon interactions in the MicroBooNE detector. We describe the method developed to identify neutrino-induced neutrons and demonstrate its performance using neutrons produced in muon-neutrino charged current interactions. The method is validated using a small subset of MicroBooNE's total dataset. The selection yields a sample with $60\%$ of selected tracks corresponding to neutron-induced secondary protons.
Forward citations
Cited by 5 Pith papers
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Neutron Reconstruction via Blips in Liquid Argon Time Projection Chambers
Simulation-based proof-of-concept demonstrates neutron identification and reconstruction of direction and energy using blips from inelastic scattering in LArTPCs.
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Neutron Reconstruction via Blips in Liquid Argon Time Projection Chambers
Simulation shows LArTPC blips from neutron inelastic scattering can identify neutrons and reconstruct final-state neutron direction and energy in sub-GeV neutrino interactions.
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Enhanced Reconstruction of Sub-GeV Neutrinos Charged Current Interactions in LArTPC
Combining charge and light signals in LArTPCs yields better sub-GeV energy reconstruction, 70% electron neutrino-antineutrino separation efficiency, and about 20-degree direction improvement for antineutrinos via neut...
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Enhanced Reconstruction of Sub-GeV Neutrinos Charged Current Interactions in LArTPC
In simulated sub-GeV neutrino-argon events, combined charge+light calorimetry gives the best energy, an SVM on charge/light features separates νe from anti-νe at ~70%, and nearest-deposit neutron tagging improves anti...
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Improving Neutrino Oscillation Measurements through Event Classification
Supervised ML classification of neutrino events by interaction channel prior to energy reconstruction improves accuracy and sensitivity by 10-20% in simulated DUNE analyses while remaining robust to generator mismodeling.
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