Improved modeling of in-ice particle showers for IceCube event reconstruction
arXiv:2403.02470 · doi:10.1088/1748-0221/19/06/P06026
Abstract
The IceCube Neutrino Observatory relies on an array of photomultiplier tubes to detect Cherenkov light produced by charged particles in the South Pole ice. IceCube data analyses depend on an in-depth characterization of the glacial ice, and on novel approaches in event reconstruction that utilize fast approximations of photoelectron yields. Here, a more accurate model is derived for event reconstruction that better captures our current knowledge of ice optical properties. When evaluated on a Monte Carlo simulation set, the median angular resolution for in-ice particle showers improves by over a factor of three compared to a reconstruction based on a simplified model of the ice. The most substantial improvement is obtained when including effects of birefringence due to the polycrystalline structure of the ice. When evaluated on data classified as particle showers in the high-energy starting events sample, a significantly improved description of the events is observed.
arXiv comment28 pages, 18 figures, 1 table, submitted to JINST, updated to account for comments received
References in corpus (19)
- Evidence for High-Energy Extraterrestrial Neutrinos at the IceCube Detector
- Multi-messenger observations of a flaring blazar coincident with high-energy neutrino IceCube-170922A
- The IceCube Neutrino Observatory: Instrumentation and Online Systems
- Evidence for neutrino emission from the nearby active galaxy NGC 1068
- The IceCube high-energy starting event sample: Description and flux characterization with 7.5 years of data
- Observation of high-energy neutrinos from the Galactic plane
- Energy Reconstruction Methods in the IceCube Neutrino Telescope
- Suppression of Bremsstrahlung and Pair Production due to Environmental Factors
- Measurement of South Pole ice transparency with the IceCube LED calibration system
- The IceCube Realtime Alert System
- Detection of a particle shower at the Glashow resonance with IceCube
- Light tracking through ice and water -- Scattering and absorption in heterogeneous media with Photonics
- A Convolutional Neural Network based Cascade Reconstruction for the IceCube Neutrino Observatory
- A binned likelihood for stochastic models
- Penalized Splines for Smooth Representation of High-dimensional Monte Carlo Datasets
- Calculation of the Cherenkov light yield from electromagnetic cascades in ice with Geant4
- Combining Maximum-Likelihood with Deep Learning for Event Reconstruction in IceCube
- Advances in IceCube ice modelling and what to expect from the Upgrade
- Detecting neutrinos in IceCube with Cherenkov light in the South Pole ice
Cited by in corpus (6)
- Search for Extremely-High-Energy Neutrinos and First Constraints on the Ultrahigh-Energy Cosmic-Ray Proton Fraction with IceCube
- Improved measurements of the TeV-PeV extragalactic neutrino spectrum from joint analyses of IceCube tracks and cascades
- Search for GeV-scale Dark Matter from the Galactic Center with IceCube-DeepCore
- A Radio-quiet AGN as a candidate counterpart to neutrino event IceCube-200615A
- Resolution Limiting Factors in Low-Energy Cascade Zenith Angle Reconstruction with the IceCube Upgrade
- Neutrino Astronomy at High Energies - An Experimental Review