most citedCombining Maximum-Likelihood with Deep Learning for Event Reconstruction in IceCube

18 citations · 55 across the 8 of their papers we have counts for

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astro-ph.HE202314 cited

Galactic and Extragalactic Analysis of the Astrophysical Muon Neutrino Flux with 12.3 years of IceCube Track Data

Philipp Fürst

The Ice Cube Neutrino Observatory has been measuring an isotropic astrophysical neutrino flux in multiple detection channels for almost a decade. Galactic diffuse emission, which a…

astro-ph.HE2023

Search for the rare interactions of neutrinos from distant point sources with IceCube Neutrino Telescope

Woosik Kang, Carsten Rott

The recent discovery and evidence of neutrino signals from distant sources, TXS 0506+056 and NGC 1068 respectively, provide opportunities to search for rare interactions of neutrin…

astro-ph.HE2023

Sentinel of the extraordinary: the IceCube alert system for neutrino flares

Caterina Boscolo Meneguolo, Elisa Bernardini, Sarah Mancina

The IceCube Neutrino Observatory has the invaluable capability of continuously monitoring the whole sky. This has affirmed the role of IceCube as a sentinel, providing real-time al…

astro-ph.HE20237 cited

Towards a more robust reconstruction method for IceCube's real-time program

G. Sommani, C. Lagunas Gualda, H. Niederhausen

Sources of astrophysical neutrinos can potentially be discovered through the detection of neutrinos in coincidence with electromagnetic counterparts. Real-time alerts generated by…

astro-ph.HE202118 cited

Combining Maximum-Likelihood with Deep Learning for Event Reconstruction in IceCube

Mirco Hünnefeld

The field of deep learning has become increasingly important for particle physics experiments, yielding a multitude of advances, predominantly in event classification and reconstru…

astro-ph.HE20215 cited

Reconstructing Neutrino Energy using CNNs for GeV Scale IceCube Events

Jessie Micallef

Measurements of neutrinos at and below 10 GeV provide unique constraints of neutrino oscillation parameters as well as probes of potential Non-Standard Interactions (NSI). The IceC…