NuBench: An Open Benchmark for Deep Learning-Based Event Reconstruction in Neutrino Telescopes
Fuente:
arXiv
Saved in:
| Main Authors: | Orsoe, Rasmus F., Meighen-Berger, Stephan, Lazar, Jeffrey, Prado, Jorge, Mozun-Mateo, Ivan, Rosted, Aske, Weigel, Philip, Anaya, Arturo Llorente |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
GraphNeT 2.0 -- A Deep Learning Library for Neutrino Telescopes
by: Ørsøe, Rasmus F., et al.
Published: (2025)
by: Ørsøe, Rasmus F., et al.
Published: (2025)
Prometheus: An Open-Source Neutrino Telescope Simulation
by: Lazar, Jeffrey, et al.
Published: (2023)
by: Lazar, Jeffrey, et al.
Published: (2023)
Event-by-Event Direction Reconstruction of Solar Neutrinos in a High Light-Yield Liquid Scintillator
by: Allega, A., et al.
Published: (2023)
by: Allega, A., et al.
Published: (2023)
Comparison of Geometrical Layouts for Next-Generation Large-volume Cherenkov Neutrino Telescopes
by: Zhu, Tong, et al.
Published: (2024)
by: Zhu, Tong, et al.
Published: (2024)
Acoustic Positioning for Deep Sea Neutrino Telescopes with a System of Piezo Sensors Integrated into Glass Spheres
by: Albert, A., et al.
Published: (2024)
by: Albert, A., et al.
Published: (2024)
Design and simulation of the High-Energy Proton Beam Telescope
by: Li, Lan-Kun, et al.
Published: (2026)
by: Li, Lan-Kun, et al.
Published: (2026)
Distribution of ${}^{7}$Li Implants in Nb Films for a Sterile Neutrino Search
by: Hadenfeldt, Hendrik, et al.
Published: (2025)
by: Hadenfeldt, Hendrik, et al.
Published: (2025)
Development and Quality Control of PMT Modules for the Large-Sized Telescopes of the Cherenkov Telescope Array Observatory
by: Saito, T., et al.
Published: (2025)
by: Saito, T., et al.
Published: (2025)
RPC Telescope Tests for Muon Detection at Laser-Plasma Accelerators
by: Ikram, Sumaira, et al.
Published: (2026)
by: Ikram, Sumaira, et al.
Published: (2026)
Enhancing DUNE's solar neutrino capabilities with neutral-current detection
by: Meighen-Berger, Stephan A., et al.
Published: (2024)
by: Meighen-Berger, Stephan A., et al.
Published: (2024)
Event-Level Voxel Reconstruction in Two-Photon Absorption Scans Using Pixel-Overlap Selection in Timepix3
by: Gao, Tianqi
Published: (2026)
by: Gao, Tianqi
Published: (2026)
Evaluation of the upgraded 3-inch Hamamatsu photomultiplier for the KM3NeT Neutrino Telescope
by: The KM3NeT collaboration
Published: (2025)
by: The KM3NeT collaboration
Published: (2025)
Deep Learning Based Event Reconstruction for Cyclotron Radiation Emission Spectroscopy
by: Esfahani, A. Ashtari, et al.
Published: (2024)
by: Esfahani, A. Ashtari, et al.
Published: (2024)
LiquidO: Neutrino Detection and Imaging in Opaque Media
by: Navas-Nicolás, Diana, et al.
Published: (2025)
by: Navas-Nicolás, Diana, et al.
Published: (2025)
Advancing Time-Resolved Spectroscopies with Custom Scanning Units and Event-Based Electron Detection
by: Auad, Yves, et al.
Published: (2025)
by: Auad, Yves, et al.
Published: (2025)
Investigation of Electron Backscattering on Silicon Drift Detectors for the Sterile Neutrino Search with TRISTAN
by: Spreng, Daniela, et al.
Published: (2024)
by: Spreng, Daniela, et al.
Published: (2024)
Developing a Network Discovery Protocol for the Constellation Control and Data Acquisition Framework
by: Lachnit, Stephan
Published: (2025)
by: Lachnit, Stephan
Published: (2025)
A Neural-Network Framework for Tracking and Identification of Cosmic-Ray Nuclei in the RadMap Telescope
by: Meyer-Hetling, Luise, et al.
Published: (2025)
by: Meyer-Hetling, Luise, et al.
Published: (2025)
Cyclotron Radiation Signal Characterization in Resonant Cavities for the Project 8 Neutrino Mass Experiment
by: Esfahani, A. Ashtari, et al.
Published: (2026)
by: Esfahani, A. Ashtari, et al.
Published: (2026)
Search for Double Beta Plus Decays with NuDoubt++
by: Schoppmann, Stefan
Published: (2025)
by: Schoppmann, Stefan
Published: (2025)
Deep Learning-Based Spatiotemporal Multi-Event Reconstruction for Delay Line Detectors
by: Knipfer, Marco, et al.
Published: (2023)
by: Knipfer, Marco, et al.
Published: (2023)
HGPflow: Extending Hypergraph Particle Flow to Collider Event Reconstruction
by: Kakati, Nilotpal, et al.
Published: (2024)
by: Kakati, Nilotpal, et al.
Published: (2024)
Industrial Applications of Neutrinos
by: Natti, Giovanna Takano, et al.
Published: (2025)
by: Natti, Giovanna Takano, et al.
Published: (2025)
Einstein Telescope and Cosmic Explorer
by: Di Giovanni, Matteo
Published: (2025)
by: Di Giovanni, Matteo
Published: (2025)
The GammaTPC Gamma-Ray Telescope Concept
by: Shutt, Tom, et al.
Published: (2025)
by: Shutt, Tom, et al.
Published: (2025)
High-Resolution Timing for Vertex-Reconstructed Muon-Spin Spectroscopy Using Plastic Scintillators and MuTRiG
by: Briggl, Konrad, et al.
Published: (2026)
by: Briggl, Konrad, et al.
Published: (2026)
Demonstration of Event Position Reconstruction based on Diffusion in the NEXT-White Detector
by: Haefner, J., et al.
Published: (2023)
by: Haefner, J., et al.
Published: (2023)
Realistic Detector Geometry Modeling and Its Impact on Event Reconstruction in JUNO
by: Wu, Zhaoxiang, et al.
Published: (2026)
by: Wu, Zhaoxiang, et al.
Published: (2026)
Measurement of Low Energy Nuclear Recoil Events with the phonon-mediated Voltage-Assisted Hybrid Detector for Rare Event Searches
by: Maludze, Sandro, et al.
Published: (2024)
by: Maludze, Sandro, et al.
Published: (2024)
Development of a Silicon Drift Detector Array to Search for keV-scale Sterile Neutrinos with the KATRIN Experiment
by: Siegmann, Daniel, et al.
Published: (2024)
by: Siegmann, Daniel, et al.
Published: (2024)
Classification of Electron and Muon Neutrino Events for the ESS$ν$SB Near Water Cherenkov Detector using Graph Neural Networks
by: Aguilar, J., et al.
Published: (2025)
by: Aguilar, J., et al.
Published: (2025)
High-Speed Serial Optical Link Test Bench Using FPGA with Embedded Transceivers
by: Xiang, Annie C., et al.
Published: (2024)
by: Xiang, Annie C., et al.
Published: (2024)
A digital four-arm bridge for the comparison of resistance with capacitance
by: Wang, Yicheng, et al.
Published: (2024)
by: Wang, Yicheng, et al.
Published: (2024)
Characterising and tackling thermally induced zero-drift in displacement measuring interferometry using temperature-controlled enclosure
by: Rerucha, Simon, et al.
Published: (2024)
by: Rerucha, Simon, et al.
Published: (2024)
Antenna Arrays for CRES-based Neutrino Mass Measurement
by: Esfahani, A. Ashtari, et al.
Published: (2025)
by: Esfahani, A. Ashtari, et al.
Published: (2025)
Performance of the Particle-Identification Silicon-Telescope Array Coupled with the VAMOS++ Magnetic Spectrometer
by: Bégué-Guillou, L., et al.
Published: (2026)
by: Bégué-Guillou, L., et al.
Published: (2026)
Enhancements to the IceCube Extremely High Energy Neutrino Selection using Graph & Transformer Based Neural Networks
by: Nakos, Maxwell, et al.
Published: (2025)
by: Nakos, Maxwell, et al.
Published: (2025)
Characterization of the BIFROST spectrometer through virtual experiments
by: Krighaar, Kristine M. L., et al.
Published: (2025)
by: Krighaar, Kristine M. L., et al.
Published: (2025)
Experimental validation of the Gaseous Proton Recoil Telescope for quasi-absolute neutron flux measurements
by: Chatel, Carole, et al.
Published: (2024)
by: Chatel, Carole, et al.
Published: (2024)
Machine Learning for Event Reconstruction in the CMS Phase-2 High Granularity Calorimeter Endcap
by: Cuisset, Théo
Published: (2025)
by: Cuisset, Théo
Published: (2025)
Similar Items
-
GraphNeT 2.0 -- A Deep Learning Library for Neutrino Telescopes
by: Ørsøe, Rasmus F., et al.
Published: (2025) -
Prometheus: An Open-Source Neutrino Telescope Simulation
by: Lazar, Jeffrey, et al.
Published: (2023) -
Event-by-Event Direction Reconstruction of Solar Neutrinos in a High Light-Yield Liquid Scintillator
by: Allega, A., et al.
Published: (2023) -
Comparison of Geometrical Layouts for Next-Generation Large-volume Cherenkov Neutrino Telescopes
by: Zhu, Tong, et al.
Published: (2024) -
Acoustic Positioning for Deep Sea Neutrino Telescopes with a System of Piezo Sensors Integrated into Glass Spheres
by: Albert, A., et al.
Published: (2024)