A convolutional neural network neutrino event classifier

• Fast low energy reconstruction using Convolutional Neural Networks

  2026 Journal of Instrumentation article Physics and Astronomy Neutrino Physics Research Open access

  1

  citations
• Joint neutrino oscillation analysis from the T2K and NOvA experiments

  2025 Nature article Physics and Astronomy Neutrino Physics Research Open access

  25

  citations
• Using graph neural networks to reconstruct charged pion showers in the CMS High Granularity Calorimeter

  2024 Journal of Instrumentation article Physics and Astronomy Particle Detector Development and Performance Open access

  3

  citations
• Reconstruction of decays to merged photons using end-to-end deep learning with domain continuation in the CMS detector

  2023 Physical review. D/Physical review. D. article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  7

  citations
• Direction Reconstruction using a CNN for GeV-Scale Neutrinos in IceCube

  2021 Journal of Instrumentation article Physics and Astronomy Neutrino Physics Research Open access

  3

  citations
• A convolutional neural network based cascade reconstruction for the IceCube Neutrino Observatory

  2021 Journal of Instrumentation article Physics and Astronomy Neutrino Physics Research Open access

  74

  citations
• Event reconstruction for KM3NeT/ORCA using convolutional neural networks

  2020 Journal of Instrumentation article Physics and Astronomy Neutrino Physics Research Open access

  32

  citations

7 results