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

18 citations · 37 across the 8 of their papers we have counts for

collaborators

8 papers

astro-ph.HE2025

Classification of high energy muon bundles and single muons from the southern sky in IceCube

Najia Moureen Binte Amin, David Seckel

The IceCube Neutrino Observatory, located at the geographic South Pole, uses the glacial ice volume to detect astrophysical neutrinos. Detection of the neutrinos from the northern…

astro-ph.HE2025

Combining IceCube Muon Tracks and Cascades to measure the Galactic Diffuse Neutrino Flux

Jonas Hellrung, Julia Becker Tjus, Wolfgang Rhode

The diffuse Galactic neutrino flux is produced by cosmic rays interacting with the interstellar medium. The measurement of this flux can help to understand the distribution of cosm…

astro-ph.HE20251 cited

Enhancing air-shower observations: Results from an IceCube Surface Array Prototype Station

Megha Venugopal

The Surface Array Enhancement of the IceCube Neutrino Observatory is set to equip the existing surface cosmic-ray array of ice-Cherenkov detectors, IceTop, with radio antennas and…

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…

astro-ph.HE20213 cited

Multi-messenger searches via IceCube's high-energy neutrinos and gravitational-wave detections of LIGO/Virgo

Doğa Veske, Raamis Hussain, Zsuzsa Márka +5

We summarize initial results for high-energy neutrino counterpart searches coinciding with gravitational-wave events in LIGO/Virgo's GWTC-2 catalog using IceCube's neutrino trigger…