Identification of time-correlated neutrino clusters in populations of astrophysical transient sources
arXiv:2308.11313 · doi:10.22323/1.444.1507
Abstract
The detection of astrophysical neutrinos from transient sources can help to understand the origin of the neutrino diffuse flux and to constrain the underlying production mechanisms. In particular, proton-neutron collisions may produce GeV neutrinos. However, at these energies, neutrino data from large water Cherenkov telescopes, like KM3NeT and IceCube, are dominated by the well-known atmospheric neutrino flux. It is then necessary to identify a sub-dominant component due to an astrophysical emission based on time correlation across messengers. The contribution covers several methods to search for such a signal in short time windows centered on observed transient sources, including a novel approach based on the distribution of time differences. Their performance is compared in the context of subpopulations of astrophysical sources that may show prompt or delayed neutrino emissions. The outlook for the usage of such techniques in actual analyses is also presented.
arXiv commentPresented at the 38th International Cosmic Ray Conference (ICRC2023). 8 pages, 4 figures
References in corpus (9)
- Scikit-learn: Machine Learning in Python
- GWTC-3: Compact Binary Coalescences Observed by LIGO and Virgo During the Second Part of the Third Observing Run
- Evidence for High-Energy Extraterrestrial Neutrinos at the IceCube Detector
- Neutrino emission from the direction of the blazar TXS 0506+056 prior to the IceCube-170922A alert
- Candidate Tidal Disruption Event AT2019fdr Coincident with a High-Energy Neutrino
- Bounding the Time Delay between High-energy Neutrinos and Gravitational-wave Transients from Gamma-ray Bursts
- Search for GeV Neutrino Emission During Intense Gamma-Ray Solar Flares with the IceCube Neutrino Observatory
- Probing neutrino emission at GeV energies from compact binary mergers with the IceCube Neutrino Observatory
- Multi-detector approach to enhance the sensitivity of neutrino telescopes to low-energy astrophysical sources